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Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. 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Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen.","messages":[],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. 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No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"openai-whisper","name":"openai-whisper","description":"Local speech-to-text with the Whisper CLI (no API key).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"self-improvement","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"skill-vetter","name":"skill-vetter","description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"summarize","name":"summarize","description":"Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tavily-extract","name":"tavily-extract","description":"Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"tavily-search","name":"tavily-search","description":"Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"todoist","name":"todoist","description":"Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"token-optimizer","name":"token-optimizer","description":"Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather, rain, temperature, and forecasts for locations or travel planning.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>browser-act</name>\n    <description>Browser automation CLI for AI agents with anti-detection stealth browsing, captcha solving, and parallel multi-browser support. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, scraping sites with bot detection, or automating any browser task. Also use when the user needs to connect to their existing Chrome session, configure proxy-based stealth browsing, or run parallel browser sessions. Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.</description>\n    <location>~/.openclaw/workspace/skills/browser-act/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>browser-automation</name>\n    <description>Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.</description>\n    <location>~/.openclaw/plugin-skills/browser-automation/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>gog</name>\n    <description>Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.</description>\n    <location>~/.openclaw/workspace/skills/gog/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>healthcheck</name>\n    <description>Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>lossless-claw</name>\n    <description>Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.</description>\n    <location>~/.openclaw/plugin-skills/lossless-claw/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>multi-search-engine</name>\n    <description>Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.</description>\n    <location>~/.openclaw/workspace/skills/multi-search-engine/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>node-connect</name>\n    <description>Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>openai-whisper</name>\n    <description>Local speech-to-text with the Whisper CLI (no API key).</description>\n    <location>~/.openclaw/workspace/skills/openai-whisper/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>self-improvement</name>\n    <description>Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude (&apos;No, that&apos;s wrong...&apos;, &apos;Actually...&apos;), (3) User requests a capability that doesn&apos;t exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.</description>\n    <location>~/.openclaw/workspace/skills/self-improving-agent-v2/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-creator</name>\n    <description>Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-vetter</name>\n    <description>Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says &quot;extract&quot;, &quot;grab the content from&quot;, &quot;pull the text from&quot;, &quot;get the page at&quot;, &quot;read this webpage&quot;, or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.</description>\n    <location>~/.openclaw/workspace/skills/tavily-extract/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-search</name>\n    <description>Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says &quot;search for&quot;, &quot;find me&quot;, &quot;look up&quot;, &quot;what&apos;s the latest on&quot;, &quot;find articles about&quot;, or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.</description>\n    <location>~/.openclaw/workspace/skills/openclaw-token-optimizer/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>video-frames</name>\n    <description>Extract frames or short clips from videos using ffmpeg.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>weather</name>\n    <description>Get current weather, rain, temperature, and forecasts for locations or travel planning.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md</location>\n  </skill>\n</available_skills>","systemPromptReport":{"source":"run","generatedAt":1778058511776,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","provider":"qwen3-6-80k-v1","model":"qwen-3.6-agent","workspaceDir":"/home/agent/.openclaw/workspace","bootstrapMaxChars":12000,"bootstrapTotalMaxChars":60000,"bootstrapTruncation":{"warningMode":"once","warningShown":false,"truncatedFiles":0,"nearLimitFiles":0,"totalNearLimit":false},"sandbox":{"mode":"off","sandboxed":false},"systemPrompt":{"chars":38987,"projectContextChars":16369,"nonProjectContextChars":22618},"injectedWorkspaceFiles":[{"name":"AGENTS.md","path":"/home/agent/.openclaw/workspace/AGENTS.md","missing":false,"rawChars":7809,"injectedChars":7809,"truncated":false},{"name":"SOUL.md","path":"/home/agent/.openclaw/workspace/SOUL.md","missing":false,"rawChars":1664,"injectedChars":1664,"truncated":false},{"name":"TOOLS.md","path":"/home/agent/.openclaw/workspace/TOOLS.md","missing":false,"rawChars":1227,"injectedChars":1227,"truncated":false},{"name":"IDENTITY.md","path":"/home/agent/.openclaw/workspace/IDENTITY.md","missing":false,"rawChars":317,"injectedChars":317,"truncated":false},{"name":"USER.md","path":"/home/agent/.openclaw/workspace/USER.md","missing":false,"rawChars":199,"injectedChars":199,"truncated":false},{"name":"HEARTBEAT.md","path":"/home/agent/.openclaw/workspace/HEARTBEAT.md","missing":false,"rawChars":225,"injectedChars":225,"truncated":false},{"name":"BOOTSTRAP.md","path":"/home/agent/.openclaw/workspace/BOOTSTRAP.md","missing":true,"rawChars":0,"injectedChars":0,"truncated":false},{"name":"MEMORY.md","path":"/home/agent/.openclaw/workspace/MEMORY.md","missing":false,"rawChars":4857,"injectedChars":4857,"truncated":false}],"skills":{"promptChars":8344,"entries":[{"name":"browser-act","blockChars":884},{"name":"browser-automation","blockChars":324},{"name":"gog","blockChars":214},{"name":"healthcheck","blockChars":280},{"name":"lossless-claw","blockChars":292},{"name":"multi-search-engine","blockChars":374},{"name":"node-connect","blockChars":281},{"name":"openai-whisper","blockChars":215},{"name":"self-improvement","blockChars":646},{"name":"skill-creator","blockChars":266},{"name":"skill-vetter","blockChars":337},{"name":"summarize","blockChars":233},{"name":"taskflow","blockChars":281},{"name":"taskflow-inbox-triage","blockChars":291},{"name":"tavily-extract","blockChars":673},{"name":"tavily-search","blockChars":718},{"name":"todoist","blockChars":267},{"name":"token-optimizer","blockChars":862},{"name":"video-frames","blockChars":229},{"name":"weather","blockChars":251}]},"tools":{"listChars":0,"schemaChars":39290,"entries":[{"name":"read","summaryChars":298,"schemaChars":304,"propertiesCount":3},{"name":"edit","summaryChars":326,"schemaChars":834,"propertiesCount":2},{"name":"write","summaryChars":127,"schemaChars":225,"propertiesCount":2},{"name":"exec","summaryChars":539,"schemaChars":1139,"propertiesCount":12},{"name":"process","summaryChars":416,"schemaChars":1011,"propertiesCount":12},{"name":"canvas","summaryChars":106,"schemaChars":661,"propertiesCount":18},{"name":"nodes","summaryChars":173,"schemaChars":1589,"propertiesCount":32},{"name":"cron","summaryChars":4268,"schemaChars":7876,"propertiesCount":13},{"name":"message","summaryChars":131,"schemaChars":7586,"propertiesCount":113},{"name":"tts","summaryChars":305,"schemaChars":316,"propertiesCount":3},{"name":"image_generate","summaryChars":600,"schemaChars":2587,"propertiesCount":15},{"name":"video_generate","summaryChars":225,"schemaChars":3841,"propertiesCount":21},{"name":"gateway","summaryChars":697,"schemaChars":537,"propertiesCount":13},{"name":"agents_list","summaryChars":118,"schemaChars":33,"propertiesCount":0},{"name":"sessions_list","summaryChars":225,"schemaChars":432,"propertiesCount":9},{"name":"sessions_history","summaryChars":180,"schemaChars":161,"propertiesCount":3},{"name":"sessions_send","summaryChars":314,"schemaChars":274,"propertiesCount":5},{"name":"sessions_spawn","summaryChars":419,"schemaChars":1211,"propertiesCount":16},{"name":"sessions_yield","summaryChars":97,"schemaChars":60,"propertiesCount":1},{"name":"subagents","summaryChars":105,"schemaChars":191,"propertiesCount":4},{"name":"session_status","summaryChars":456,"schemaChars":89,"propertiesCount":2},{"name":"web_search","summaryChars":83,"schemaChars":1209,"propertiesCount":12},{"name":"web_fetch","summaryChars":129,"schemaChars":374,"propertiesCount":3},{"name":"image","summaryChars":260,"schemaChars":342,"propertiesCount":6},{"name":"pdf","summaryChars":275,"schemaChars":400,"propertiesCount":6},{"name":"browser","summaryChars":1537,"schemaChars":2976,"propertiesCount":52},{"name":"file_fetch","summaryChars":639,"schemaChars":483,"propertiesCount":6},{"name":"dir_list","summaryChars":552,"schemaChars":598,"propertiesCount":7},{"name":"dir_fetch","summaryChars":598,"schemaChars":641,"propertiesCount":7},{"name":"file_write","summaryChars":550,"schemaChars":858,"propertiesCount":7},{"name":"memory_search","summaryChars":605,"schemaChars":237,"propertiesCount":4},{"name":"memory_get","summaryChars":239,"schemaChars":215,"propertiesCount":4}]}}},"redaction":{"config":{"mode":"redactConfigObject","secretsMasked":true},"payloads":{"mode":"sanitizeDiagnosticPayload","credentialsRemoved":true,"imageDataRedacted":true},"harness":{"mode":"diagnostic-support-redaction","programArgumentsRedacted":true,"localPathsRedacted":true}},"metadata":{"sessionKey":"agent:main:main","agentId":"main","messageProvider":"telegram"}}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:08:32.107Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"367f95b9-fc68-47ae-bb2b-b80c21e7e993","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":43774,"limitChars":32768},"prompt":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","messages":[{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"Verstanden. Qwen 3.6 (unser aktuelles LLM) hat **keine Vision-Fähigkeit** (kein `mmproj`). Ich sende keine Bilddateien an das Modell und nutze stattdessen native Fähigkeiten oder installierte Python-Tools für Textextraktion aus Bildern.\n\nIch habe das in der Erinnerung verankert."}],"usage":{"input":0,"output":77,"cacheRead":0,"cacheWrite":0,"totalTokens":77,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":1,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"a7bfaab9"}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"prompt.submitted","ts":"2026-05-06T09:08:32.109Z","seq":4,"sourceSeq":4,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"367f95b9-fc68-47ae-bb2b-b80c21e7e993","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"prompt":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":43774,"limitChars":32768},"messages":[{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Verstanden. Qwen 3.6 (unser aktuelles LLM) hat **keine Vision-Fähigkeit** (kein `mmproj`). Ich sende keine Bilddateien an das Modell und nutze stattdessen native Fähigkeiten oder installierte Python-Tools für Textextraktion aus Bildern.\n\nIch habe das in der Erinnerung verankert."}],"usage":{"input":0,"output":77,"cacheRead":0,"cacheWrite":0,"totalTokens":77,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"imagesCount":1}}
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Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"browser-automation","name":"browser-automation","description":"Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"gog","name":"gog","description":"Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"healthcheck","name":"healthcheck","description":"Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"lossless-claw","name":"lossless-claw","description":"Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"openai-whisper","name":"openai-whisper","description":"Local speech-to-text with the Whisper CLI (no API key).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"self-improvement","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"skill-vetter","name":"skill-vetter","description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"summarize","name":"summarize","description":"Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tavily-extract","name":"tavily-extract","description":"Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"tavily-search","name":"tavily-search","description":"Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"todoist","name":"todoist","description":"Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"token-optimizer","name":"token-optimizer","description":"Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather, rain, temperature, and forecasts for locations or travel planning.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>browser-act</name>\n    <description>Browser automation CLI for AI agents with anti-detection stealth browsing, captcha solving, and parallel multi-browser support. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, scraping sites with bot detection, or automating any browser task. Also use when the user needs to connect to their existing Chrome session, configure proxy-based stealth browsing, or run parallel browser sessions. Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.</description>\n    <location>~/.openclaw/workspace/skills/browser-act/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>browser-automation</name>\n    <description>Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.</description>\n    <location>~/.openclaw/plugin-skills/browser-automation/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>gog</name>\n    <description>Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.</description>\n    <location>~/.openclaw/workspace/skills/gog/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>healthcheck</name>\n    <description>Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>lossless-claw</name>\n    <description>Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.</description>\n    <location>~/.openclaw/plugin-skills/lossless-claw/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>multi-search-engine</name>\n    <description>Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.</description>\n    <location>~/.openclaw/workspace/skills/multi-search-engine/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>node-connect</name>\n    <description>Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>openai-whisper</name>\n    <description>Local speech-to-text with the Whisper CLI (no API key).</description>\n    <location>~/.openclaw/workspace/skills/openai-whisper/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>self-improvement</name>\n    <description>Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude (&apos;No, that&apos;s wrong...&apos;, &apos;Actually...&apos;), (3) User requests a capability that doesn&apos;t exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.</description>\n    <location>~/.openclaw/workspace/skills/self-improving-agent-v2/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-creator</name>\n    <description>Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-vetter</name>\n    <description>Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says &quot;extract&quot;, &quot;grab the content from&quot;, &quot;pull the text from&quot;, &quot;get the page at&quot;, &quot;read this webpage&quot;, or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.</description>\n    <location>~/.openclaw/workspace/skills/tavily-extract/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-search</name>\n    <description>Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says &quot;search for&quot;, &quot;find me&quot;, &quot;look up&quot;, &quot;what&apos;s the latest on&quot;, &quot;find articles about&quot;, or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.</description>\n    <location>~/.openclaw/workspace/skills/openclaw-token-optimizer/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>video-frames</name>\n    <description>Extract frames or short clips from videos using ffmpeg.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>weather</name>\n    <description>Get current weather, rain, temperature, and forecasts for locations or travel planning.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md</location>\n  </skill>\n</available_skills>","systemPromptReport":{"source":"run","generatedAt":1778058534827,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","provider":"qwen3-6-80k-v1","model":"qwen-3.6-agent","workspaceDir":"/home/agent/.openclaw/workspace","bootstrapMaxChars":12000,"bootstrapTotalMaxChars":60000,"bootstrapTruncation":{"warningMode":"once","warningShown":false,"truncatedFiles":0,"nearLimitFiles":0,"totalNearLimit":false},"sandbox":{"mode":"off","sandboxed":false},"systemPrompt":{"chars":38987,"projectContextChars":16369,"nonProjectContextChars":22618},"injectedWorkspaceFiles":[{"name":"AGENTS.md","path":"/home/agent/.openclaw/workspace/AGENTS.md","missing":false,"rawChars":7809,"injectedChars":7809,"truncated":false},{"name":"SOUL.md","path":"/home/agent/.openclaw/workspace/SOUL.md","missing":false,"rawChars":1664,"injectedChars":1664,"truncated":false},{"name":"TOOLS.md","path":"/home/agent/.openclaw/workspace/TOOLS.md","missing":false,"rawChars":1227,"injectedChars":1227,"truncated":false},{"name":"IDENTITY.md","path":"/home/agent/.openclaw/workspace/IDENTITY.md","missing":false,"rawChars":317,"injectedChars":317,"truncated":false},{"name":"USER.md","path":"/home/agent/.openclaw/workspace/USER.md","missing":false,"rawChars":199,"injectedChars":199,"truncated":false},{"name":"HEARTBEAT.md","path":"/home/agent/.openclaw/workspace/HEARTBEAT.md","missing":false,"rawChars":225,"injectedChars":225,"truncated":false},{"name":"BOOTSTRAP.md","path":"/home/agent/.openclaw/workspace/BOOTSTRAP.md","missing":true,"rawChars":0,"injectedChars":0,"truncated":false},{"name":"MEMORY.md","path":"/home/agent/.openclaw/workspace/MEMORY.md","missing":false,"rawChars":4857,"injectedChars":4857,"truncated":false}],"skills":{"promptChars":8344,"entries":[{"name":"browser-act","blockChars":884},{"name":"browser-automation","blockChars":324},{"name":"gog","blockChars":214},{"name":"healthcheck","blockChars":280},{"name":"lossless-claw","blockChars":292},{"name":"multi-search-engine","blockChars":374},{"name":"node-connect","blockChars":281},{"name":"openai-whisper","blockChars":215},{"name":"self-improvement","blockChars":646},{"name":"skill-creator","blockChars":266},{"name":"skill-vetter","blockChars":337},{"name":"summarize","blockChars":233},{"name":"taskflow","blockChars":281},{"name":"taskflow-inbox-triage","blockChars":291},{"name":"tavily-extract","blockChars":673},{"name":"tavily-search","blockChars":718},{"name":"todoist","blockChars":267},{"name":"token-optimizer","blockChars":862},{"name":"video-frames","blockChars":229},{"name":"weather","blockChars":251}]},"tools":{"listChars":0,"schemaChars":39290,"entries":[{"name":"read","summaryChars":298,"schemaChars":304,"propertiesCount":3},{"name":"edit","summaryChars":326,"schemaChars":834,"propertiesCount":2},{"name":"write","summaryChars":127,"schemaChars":225,"propertiesCount":2},{"name":"exec","summaryChars":539,"schemaChars":1139,"propertiesCount":12},{"name":"process","summaryChars":416,"schemaChars":1011,"propertiesCount":12},{"name":"canvas","summaryChars":106,"schemaChars":661,"propertiesCount":18},{"name":"nodes","summaryChars":173,"schemaChars":1589,"propertiesCount":32},{"name":"cron","summaryChars":4268,"schemaChars":7876,"propertiesCount":13},{"name":"message","summaryChars":131,"schemaChars":7586,"propertiesCount":113},{"name":"tts","summaryChars":305,"schemaChars":316,"propertiesCount":3},{"name":"image_generate","summaryChars":600,"schemaChars":2587,"propertiesCount":15},{"name":"video_generate","summaryChars":225,"schemaChars":3841,"propertiesCount":21},{"name":"gateway","summaryChars":697,"schemaChars":537,"propertiesCount":13},{"name":"agents_list","summaryChars":118,"schemaChars":33,"propertiesCount":0},{"name":"sessions_list","summaryChars":225,"schemaChars":432,"propertiesCount":9},{"name":"sessions_history","summaryChars":180,"schemaChars":161,"propertiesCount":3},{"name":"sessions_send","summaryChars":314,"schemaChars":274,"propertiesCount":5},{"name":"sessions_spawn","summaryChars":419,"schemaChars":1211,"propertiesCount":16},{"name":"sessions_yield","summaryChars":97,"schemaChars":60,"propertiesCount":1},{"name":"subagents","summaryChars":105,"schemaChars":191,"propertiesCount":4},{"name":"session_status","summaryChars":456,"schemaChars":89,"propertiesCount":2},{"name":"web_search","summaryChars":83,"schemaChars":1209,"propertiesCount":12},{"name":"web_fetch","summaryChars":129,"schemaChars":374,"propertiesCount":3},{"name":"image","summaryChars":260,"schemaChars":342,"propertiesCount":6},{"name":"pdf","summaryChars":275,"schemaChars":400,"propertiesCount":6},{"name":"browser","summaryChars":1537,"schemaChars":2976,"propertiesCount":52},{"name":"file_fetch","summaryChars":639,"schemaChars":483,"propertiesCount":6},{"name":"dir_list","summaryChars":552,"schemaChars":598,"propertiesCount":7},{"name":"dir_fetch","summaryChars":598,"schemaChars":641,"propertiesCount":7},{"name":"file_write","summaryChars":550,"sche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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:08:55.188Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"367f95b9-fc68-47ae-bb2b-b80c21e7e993","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":43774,"limitChars":32768},"prompt":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","messages":[{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"Verstanden. Qwen 3.6 (unser aktuelles LLM) hat **keine Vision-Fähigkeit** (kein `mmproj`). Ich sende keine Bilddateien an das Modell und nutze stattdessen native Fähigkeiten oder installierte Python-Tools für Textextraktion aus Bildern.\n\nIch habe das in der Erinnerung verankert."}],"usage":{"input":0,"output":77,"cacheRead":0,"cacheWrite":0,"totalTokens":77,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":1,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"5d061fad"}}
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Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"browser-automation","name":"browser-automation","description":"Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"gog","name":"gog","description":"Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"healthcheck","name":"healthcheck","description":"Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"lossless-claw","name":"lossless-claw","description":"Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"openai-whisper","name":"openai-whisper","description":"Local speech-to-text with the Whisper CLI (no API key).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"self-improvement","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"skill-vetter","name":"skill-vetter","description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"summarize","name":"summarize","description":"Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tavily-extract","name":"tavily-extract","description":"Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"tavily-search","name":"tavily-search","description":"Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"todoist","name":"todoist","description":"Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"token-optimizer","name":"token-optimizer","description":"Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather, rain, temperature, and forecasts for locations or travel planning.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>browser-act</name>\n    <description>Browser automation CLI for AI agents with anti-detection stealth browsing, captcha solving, and parallel multi-browser support. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, scraping sites with bot detection, or automating any browser task. Also use when the user needs to connect to their existing Chrome session, configure proxy-based stealth browsing, or run parallel browser sessions. Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.</description>\n    <location>~/.openclaw/workspace/skills/browser-act/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>browser-automation</name>\n    <description>Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.</description>\n    <location>~/.openclaw/plugin-skills/browser-automation/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>gog</name>\n    <description>Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.</description>\n    <location>~/.openclaw/workspace/skills/gog/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>healthcheck</name>\n    <description>Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>lossless-claw</name>\n    <description>Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.</description>\n    <location>~/.openclaw/plugin-skills/lossless-claw/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>multi-search-engine</name>\n    <description>Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.</description>\n    <location>~/.openclaw/workspace/skills/multi-search-engine/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>node-connect</name>\n    <description>Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>openai-whisper</name>\n    <description>Local speech-to-text with the Whisper CLI (no API key).</description>\n    <location>~/.openclaw/workspace/skills/openai-whisper/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>self-improvement</name>\n    <description>Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude (&apos;No, that&apos;s wrong...&apos;, &apos;Actually...&apos;), (3) User requests a capability that doesn&apos;t exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.</description>\n    <location>~/.openclaw/workspace/skills/self-improving-agent-v2/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-creator</name>\n    <description>Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-vetter</name>\n    <description>Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says &quot;extract&quot;, &quot;grab the content from&quot;, &quot;pull the text from&quot;, &quot;get the page at&quot;, &quot;read this webpage&quot;, or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.</description>\n    <location>~/.openclaw/workspace/skills/tavily-extract/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-search</name>\n    <description>Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says &quot;search for&quot;, &quot;find me&quot;, &quot;look up&quot;, &quot;what&apos;s the latest on&quot;, &quot;find articles about&quot;, or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.</description>\n    <location>~/.openclaw/workspace/skills/openclaw-token-optimizer/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>video-frames</name>\n    <description>Extract frames or short clips from videos using ffmpeg.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>weather</name>\n    <description>Get current weather, rain, temperature, and forecasts for locations or travel planning.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md</location>\n  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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:10:30.954Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"6c6ee9c2-6c55-48c2-8888-d19794f87403","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":43774,"limitChars":32768},"prompt":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","messages":[{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"merke dir: unser LLM hat keine Vision fähigkeit (mmproj). Du darfst Qwen 3.6 keine Bilddateien senden. Textextraktion musst du mit deinen nativen fähigkeiten oder installierten python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1827\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:05 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"Verstanden. Qwen 3.6 (unser aktuelles LLM) hat **keine Vision-Fähigkeit** (kein `mmproj`). Ich sende keine Bilddateien an das Modell und nutze stattdessen native Fähigkeiten oder installierte Python-Tools für Textextraktion aus Bildern.\n\nIch habe das in der Erinnerung verankert."}],"usage":{"input":0,"output":77,"cacheRead":0,"cacheWrite":0,"totalTokens":77,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. 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Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":1,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"66f60371"}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"prompt.submitted","ts":"2026-05-06T09:10:58.926Z","seq":4,"sourceSeq":4,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"6c6ee9c2-6c55-48c2-8888-d19794f87403","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"prompt":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":43774,"limitChars":32768},"messages":[{"role":"user","content":"<summary id=\"sum_d8b6d00b900ca3c5\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:06:20\">\n  <content>\nConstraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files to the model. Use native capabilities or installed Python tools for text extraction from images. This rule is anchored in memory.\n\nFiles: none\nExpand for details about: metadata, repetition, confirmation of understanding\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_03b0f325cf6d0e3d\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:08:54\" latest_at=\"2026-05-06T11:08:54\">\n  <content>\nUser uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\nFiles: none\nExpand for details about: timestamp, media path, specific dosage instruction, OCR requirement justification\n</previous_context>\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---f6ee9f3e-2ae8-4397-a8e4-ad875721c63f.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"imagesCount":1}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"model.completed","ts":"2026-05-06T09:11:32.851Z","seq":5,"sourceSeq":5,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"6c6ee9c2-6c55-48c2-8888-d19794f87403","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"aborted":true,"externalAbort":true,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptError":"Reply operation aborted by user | Reply operation aborted by user","promptErrorSource":"prompt","compactionCount":0,"assistantTexts":[],"finalPromptText":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion.","messagesSnapshot":[{"role":"user","content":"<summary id=\"sum_d8b6d00b900ca3c5\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:06:20\">\n  <content>\nConstraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files to the model. Use native capabilities or installed Python tools for text extraction from images. This rule is anchored in memory.\n\nFiles: none\nExpand for details about: metadata, repetition, confirmation of understanding\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_03b0f325cf6d0e3d\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:08:54\" latest_at=\"2026-05-06T11:08:54\">\n  <content>\nUser uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. 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Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"openai-whisper","name":"openai-whisper","description":"Local speech-to-text with the Whisper CLI (no API key).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"self-improvement","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"skill-vetter","name":"skill-vetter","description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"summarize","name":"summarize","description":"Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tavily-extract","name":"tavily-extract","description":"Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"tavily-search","name":"tavily-search","description":"Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"todoist","name":"todoist","description":"Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"token-optimizer","name":"token-optimizer","description":"Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather, rain, temperature, and forecasts for locations or travel planning.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>browser-act</name>\n    <description>Browser automation CLI for AI agents with anti-detection stealth browsing, captcha solving, and parallel multi-browser support. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, scraping sites with bot detection, or automating any browser task. Also use when the user needs to connect to their existing Chrome session, configure proxy-based stealth browsing, or run parallel browser sessions. Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.</description>\n    <location>~/.openclaw/workspace/skills/browser-act/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>browser-automation</name>\n    <description>Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.</description>\n    <location>~/.openclaw/plugin-skills/browser-automation/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>gog</name>\n    <description>Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.</description>\n    <location>~/.openclaw/workspace/skills/gog/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>healthcheck</name>\n    <description>Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>lossless-claw</name>\n    <description>Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.</description>\n    <location>~/.openclaw/plugin-skills/lossless-claw/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>multi-search-engine</name>\n    <description>Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.</description>\n    <location>~/.openclaw/workspace/skills/multi-search-engine/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>node-connect</name>\n    <description>Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>openai-whisper</name>\n    <description>Local speech-to-text with the Whisper CLI (no API key).</description>\n    <location>~/.openclaw/workspace/skills/openai-whisper/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>self-improvement</name>\n    <description>Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude (&apos;No, that&apos;s wrong...&apos;, &apos;Actually...&apos;), (3) User requests a capability that doesn&apos;t exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.</description>\n    <location>~/.openclaw/workspace/skills/self-improving-agent-v2/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-creator</name>\n    <description>Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-vetter</name>\n    <description>Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says &quot;extract&quot;, &quot;grab the content from&quot;, &quot;pull the text from&quot;, &quot;get the page at&quot;, &quot;read this webpage&quot;, or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.</description>\n    <location>~/.openclaw/workspace/skills/tavily-extract/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-search</name>\n    <description>Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says &quot;search for&quot;, &quot;find me&quot;, &quot;look up&quot;, &quot;what&apos;s the latest on&quot;, &quot;find articles about&quot;, or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.</description>\n    <location>~/.openclaw/workspace/skills/openclaw-token-optimizer/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>video-frames</name>\n    <description>Extract frames or short clips from videos using ffmpeg.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>weather</name>\n    <description>Get current weather, rain, temperature, and forecasts for locations or travel planning.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md</location>\n  </skill>\n</available_skills>","systemPromptReport":{"source":"run","generatedAt":1778058748889,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","provider":"qwen3-6-80k-v1","model":"qwen-3.6-agent","workspaceDir":"/home/agent/.openclaw/workspace","bootstrapMaxChars":12000,"bootstrapTotalMaxChars":60000,"bootstrapTruncation":{"warningMode":"once","warningShown":false,"truncatedFiles":0,"nearLimitFiles":0,"totalNearLimit":false},"sandbox":{"mode":"off","sandboxed":false},"systemPrompt":{"chars":39843,"projectContextChars":16369,"nonProjectContextChars":23474},"injectedWorkspaceFiles":[{"name":"AGENTS.md","path":"/home/agent/.openclaw/workspace/AGENTS.md","missing":false,"rawChars":7809,"injectedChars":7809,"truncated":false},{"name":"SOUL.md","path":"/home/agent/.openclaw/workspace/SOUL.md","missing":false,"rawChars":1664,"injectedChars":1664,"truncated":false},{"name":"TOOLS.md","path":"/home/agent/.openclaw/workspace/TOOLS.md","missing":false,"rawChars":1227,"injectedChars":1227,"truncated":false},{"name":"IDENTITY.md","path":"/home/agent/.openclaw/workspace/IDENTITY.md","missing":false,"rawChars":317,"injectedChars":317,"truncated":false},{"name":"USER.md","path":"/home/agent/.openclaw/workspace/USER.md","missing":false,"rawChars":199,"injectedChars":199,"truncated":false},{"name":"HEARTBEAT.md","path":"/home/agent/.openclaw/workspace/HEARTBEAT.md","missing":false,"rawChars":225,"injectedChars":225,"truncated":false},{"name":"BOOTSTRAP.md","path":"/home/agent/.openclaw/workspace/BOOTSTRAP.md","missing":true,"rawChars":0,"injectedChars":0,"truncated":false},{"name":"MEMORY.md","path":"/home/agent/.openclaw/workspace/MEMORY.md","missing":false,"rawChars":4857,"injectedChars":4857,"truncated":false}],"skills":{"promptChars":8344,"entries":[{"name":"browser-act","blockChars":884},{"name":"browser-automation","blockChars":324},{"name":"gog","blockChars":214},{"name":"healthcheck","blockChars":280},{"name":"lossless-claw","blockChars":292},{"name":"multi-search-engine","blockChars":374},{"name":"node-connect","blockChars":281},{"name":"openai-whisper","blockChars":215},{"name":"self-improvement","blockChars":646},{"name":"skill-creator","blockChars":266},{"name":"skill-vetter","blockChars":337},{"name":"summarize","blockChars":233},{"name":"taskflow","blockChars":281},{"name":"taskflow-inbox-triage","blockChars":291},{"name":"tavily-extract","blockChars":673},{"name":"tavily-search","blockChars":718},{"name":"todoist","blockChars":267},{"name":"token-optimizer","blockChars":862},{"name":"video-frames","blockChars":229},{"name":"weather","blockChars":251}]},"tools":{"listChars":0,"schemaChars":39290,"entries":[{"name":"read","summaryChars":298,"schemaChars":304,"propertiesCount":3},{"name":"edit","summaryChars":326,"schemaChars":834,"propertiesCount":2},{"name":"write","summaryChars":127,"schemaChars":225,"propertiesCount":2},{"name":"exec","summaryChars":539,"schemaChars":1139,"propertiesCount":12},{"name":"process","summaryChars":416,"schemaChars":1011,"propertiesCount":12},{"name":"canvas","summaryChars":106,"schemaChars":661,"propertiesCount":18},{"name":"nodes","summaryChars":173,"schemaChars":1589,"propertiesCount":32},{"name":"cron","summaryChars":4268,"schemaChars":7876,"propertiesCount":13},{"name":"message","summaryChars":131,"schemaChars":7586,"propertiesCount":113},{"name":"tts","summaryChars":305,"schemaChars":316,"propertiesCount":3},{"name":"image_generate","summaryChars":600,"schemaChars":2587,"propertiesCount":15},{"name":"video_generate","summaryChars":225,"schemaChars":3841,"propertiesCount":21},{"name":"gateway","summaryChars":697,"schemaChars":537,"propertiesCount":13},{"name":"agents_list","summaryChars":118,"schemaChars":33,"propertiesCount":0},{"name":"sessions_list","summaryChars":225,"schemaChars":432,"propertiesCount":9},{"name":"sessions_history","summaryChars":180,"schemaChars":161,"propertiesCount":3},{"name":"sessions_send","summaryChars":314,"schemaChars":274,"propertiesCount":5},{"name":"sessions_spawn","summaryChars":419,"schemaChars":1211,"propertiesCount":16},{"name":"sessions_yield","summaryChars":97,"schemaChars":60,"propertiesCount":1},{"name":"subagents","summaryChars":105,"schemaChars":191,"propertiesCount":4},{"name":"session_status","summaryChars":456,"schemaChars":89,"propertiesCount":2},{"name":"web_search","summaryChars":83,"schemaChars":1209,"propertiesCount":12},{"name":"web_fetch","summaryChars":129,"schemaChars":374,"propertiesCount":3},{"name":"image","summaryChars":260,"schemaChars":342,"propertiesCount":6},{"name":"pdf","summaryChars":275,"schemaChars":400,"propertiesCount":6},{"name":"browser","summaryChars":1537,"schemaChars":2976,"propertiesCount":52},{"name":"file_fetch","summaryChars":639,"schemaChars":483,"propertiesCount":6},{"name":"dir_list","summaryChars":552,"schemaChars":598,"propertiesCount":7},{"name":"dir_fetch","summaryChars":598,"schemaChars":641,"propertiesCount":7},{"name":"file_write","summaryChars":550,"sche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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:12:33.008Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":44630,"limitChars":32768},"prompt":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_8df56d0b1f060e07\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:10:58\">\n  <content>\n[2026-05-06 11:10 GMT+2]\n[assistant turn failed before producing content]\n[Truncated from 19 tokens]\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\nConversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1833\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:10 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."}],"usage":{"input":0,"output":320,"cacheRead":0,"cacheWrite":0,"totalTokens":320,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\nConversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1833\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:10 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."}],"usage":{"input":0,"output":320,"cacheRead":0,"cacheWrite":0,"totalTokens":320,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":0,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"2161e26e"}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"prompt.submitted","ts":"2026-05-06T09:12:33.018Z","seq":4,"sourceSeq":4,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"prompt":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":44630,"limitChars":32768},"messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_8df56d0b1f060e07\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:10:58\">\n  <content>\n[2026-05-06 11:10 GMT+2]\n[assistant turn failed before producing content]\n[Truncated from 19 tokens]\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\n\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."}],"usage":{"input":0,"output":320,"cacheRead":0,"cacheWrite":0,"totalTokens":320,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\n\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."}],"usage":{"input":0,"output":320,"cacheRead":0,"cacheWrite":0,"totalTokens":320,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"imagesCount":0}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"model.completed","ts":"2026-05-06T09:13:14.220Z","seq":5,"sourceSeq":5,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"promptCache":{"lastCallUsage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0},"lastCacheTouchAt":1778058792887},"compactionCount":0,"assistantTexts":[],"finalPromptText":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","messagesSnapshot":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_8df56d0b1f060e07\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:10:58\">\n  <content>\n[2026-05-06 11:10 GMT+2]\n[assistant turn failed before producing content]\n[Truncated from 19 tokens]\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\n\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."}],"usage":{"input":0,"output":320,"cacheRead":0,"cacheWrite":0,"totalTokens":320,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nTo send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; host file:// URLs are blocked. Keep caption in the text body.\nNote: The previous agent run was aborted by the user. Resume carefully or ask for clarification.\n\n\n\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. 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The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. 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Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. 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Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. 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maChars":858,"propertiesCount":7},{"name":"memory_search","summaryChars":605,"schemaChars":237,"propertiesCount":4},{"name":"memory_get","summaryChars":239,"schemaChars":215,"propertiesCount":4}]}}},"redaction":{"config":{"mode":"redactConfigObject","secretsMasked":true},"payloads":{"mode":"sanitizeDiagnosticPayload","credentialsRemoved":true,"imageDataRedacted":true},"harness":{"mode":"diagnostic-support-redaction","programArgumentsRedacted":true,"localPathsRedacted":true}},"metadata":{"sessionKey":"agent:main:main","agentId":"main","messageProvider":"telegram"}}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:13:52.216Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":44630,"limitChars":32768},"prompt":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1837\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:12 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:1344779884\",\n  \"message_id\": \"1837\",\n  \"sender_id\": \"1344779884\",\n  \"sender\": \"M G\",\n  \"timestamp\": \"Wed 2026-05-06 11:12 GMT+2\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"M G (1344779884)\",\n  \"id\": \"1344779884\",\n  \"name\": \"M G\"\n}\n```"}],"usage":{"input":0,"output":100,"cacheRead":0,"cacheWrite":0,"totalTokens":100,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"cron","description":"Manage Gateway cron jobs (status/list/add/update/remove/run/runs) and send wake events. Use this for reminders, \"check back later\" requests, delayed follow-ups, and recurring tasks. Do not emulate scheduling with exec sleep or process polling.\n\nMain-session cron jobs enqueue system events for heartbeat handling. Isolated cron jobs create background task runs that appear in `openclaw tasks`.\n\nACTIONS:\n- status: Check cron scheduler status\n- list: List jobs (use includeDisabled:true to include disabled)\n- add: Create job (requires job object, see schema below)\n- update: Modify job (requires jobId + patch object)\n- remove: Delete job (requires jobId)\n- run: Trigger job immediately (requires jobId)\n- runs: Get job run history (requires jobId)\n- wake: Send wake event (requires text, optional mode)\n\nJOB SCHEMA (for add action):\n{\n  \"name\": \"string (optional)\",\n  \"schedule\": { ... },      // Required: when to run\n  \"payload\": { ... },       // Required: what to execute\n  \"delivery\": { ... },      // Optional: announce summary (isolated/current/session:xxx only) or webhook POST\n  \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:<custom-id>\",  // Optional, defaults based on context\n  \"enabled\": true | false   // Optional, default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": Run in the main session (requires payload.kind=\"systemEvent\")\n- \"isolated\": Run in an ephemeral isolated session (requires payload.kind=\"agentTurn\")\n- \"current\": Bind to the current session where the cron is created (resolved at creation time)\n- \"session:<custom-id>\": Run in a persistent named session (e.g., \"session:project-alpha-daily\")\n\nDEFAULT BEHAVIOR (unchanged for backward compatibility):\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nTo use current session binding, explicitly set sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": One-shot at absolute time\n  { \"kind\": \"at\", \"at\": \"<ISO-8601 timestamp>\" }\n- \"every\": Recurring interval\n  { \"kind\": \"every\", \"everyMs\": <interval-ms>, \"anchorMs\": <optional-start-ms> }\n- \"cron\": Cron expression evaluated in the supplied timezone, or the Gateway host local timezone when tz is omitted\n  { \"kind\": \"cron\", \"expr\": \"<cron-expression>\", \"tz\": \"<optional-IANA-timezone>\" }\n  Write expr in the selected timezone's local wall-clock time; do not convert the requested local time to UTC first.\n  If tz is omitted, do not assume UTC; the Gateway host local timezone is used.\n  Example: \"Remind me every day at 6pm Shanghai time\" -> { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor schedule.kind=\"at\", ISO timestamps without an explicit timezone are treated as UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": Injects text as system event into session\n  { \"kind\": \"systemEvent\", \"text\": \"<message>\" }\n- \"agentTurn\": Runs agent with message (isolated sessions only)\n  { \"kind\": \"agentTurn\", \"message\": \"<prompt>\", \"model\": \"<optional>\", \"thinking\": \"<optional>\", \"timeoutSeconds\": <optional, 0 means no timeout> }\n\nDELIVERY (top-level):\n  { \"mode\": \"none|announce|webhook\", \"channel\": \"<optional>\", \"to\": \"<optional>\", \"threadId\": \"<optional>\", \"bestEffort\": <optional-bool> }\n  - Default for isolated agentTurn jobs (when delivery omitted): \"announce\"\n  - announce: send to chat channel (optional channel/to target)\n  - threadId: chat thread/topic id for channels that support threaded delivery\n  - webhook: send finished-run event as HTTP POST to delivery.to (URL required)\n  - If the task needs to send to a specific chat/recipient, set announce delivery.channel/to; do not call messaging tools inside the run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- For webhook callbacks, use delivery.mode=\"webhook\" with delivery.to set to a URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" (default): Wake on next heartbeat\n- \"now\": Wake immediately\n\nUse jobId as the canonical identifier; id is accepted for compatibility. Use contextMessages (0-10) to add previous messages as context to the job text.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"contextMessages":{"type":"number","minimum":0,"maximum":10}},"additionalProperties":true}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"gateway","description":"Restart, inspect a specific config schema path, apply config, or update the gateway in-place (SIGUSR1). Use config.schema.lookup with a targeted dot path before config edits. Use config.patch for safe partial config updates (merges with existing). Use config.apply only when replacing entire config. Config writes hot-reload when possible and restart when required. Always pass a human-readable completion message via the `note` parameter so the system can deliver it to the user after restart. If restarting during a user task and you still owe the user a reply, pass a specific one-shot `continuationMessage` for what to verify or report after boot; do not write restart sentinel files directly.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delayMs":{"type":"number"},"reason":{"type":"string"},"continuationMessage":{"type":"string"},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"path":{"type":"string"},"raw":{"type":"string"},"baseHash":{"type":"string"},"sessionKey":{"type":"string"},"note":{"type":"string"},"restartDelayMs":{"type":"number"}}}},{"name":"image","description":"Analyze one or more images with a vision model. Use image for a single path/URL, or images for multiple (up to 20). Only use this tool when images were NOT already provided in the user's message. Images mentioned in the prompt are automatically visible to you.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"nodes","description":"Discover and control paired nodes (status/describe/pairing/notify/camera/photos/screen/location/notifications/invoke). For file retrieval, use the dedicated file_fetch tool.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"requestId":{"type":"string"},"title":{"type":"string"},"body":{"type":"string"},"sound":{"type":"string"},"priority":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"delivery":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"facing":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"camera_snap: front/back/both; camera_clip: front/back only."},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"deviceId":{"type":"string"},"limit":{"type":"number"},"duration":{"type":"string"},"durationMs":{"type":"number","maximum":300000},"includeAudio":{"type":"boolean"},"fps":{"type":"number"},"screenIndex":{"type":"number"},"outPath":{"type":"string"},"maxAgeMs":{"type":"number"},"locationTimeoutMs":{"type":"number"},"desiredAccuracy":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationAction":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"notificationKey":{"type":"string"},"notificationReplyText":{"type":"string"},"invokeCommand":{"type":"string"},"invokeParamsJson":{"type":"string"},"invokeTimeoutMs":{"type":"number"}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":0,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"8e2f5765"}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"prompt.submitted","ts":"2026-05-06T09:13:52.219Z","seq":4,"sourceSeq":4,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"prompt":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":44630,"limitChars":32768},"messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"imagesCount":0}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"model.completed","ts":"2026-05-06T09:14:11.785Z","seq":5,"sourceSeq":5,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"b6f070e9-eba2-4662-b657-f7d0bd58c586","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"promptCache":{"lastCallUsage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0},"lastCacheTouchAt":1778058850406},"compactionCount":0,"assistantTexts":[],"finalPromptText":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen.","messagesSnapshot":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. 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Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/browser-act/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"browser-automation","name":"browser-automation","description":"Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/browser-automation/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"gog","name":"gog","description":"Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/gog","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/gog/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"healthcheck","name":"healthcheck","description":"Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"lossless-claw","name":"lossless-claw","description":"Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.","filePath":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","source":"openclaw-extra","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw","origin":"top-level","path":"$OPENCLAW_STATE_DIR/plugin-skills/lossless-claw/SKILL.md","scope":"project","source":"openclaw-extra"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"openai-whisper","name":"openai-whisper","description":"Local speech-to-text with the Whisper CLI (no API key).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openai-whisper/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"self-improvement","name":"self-improvement","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/self-improving-agent-v2/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"skill-vetter","name":"skill-vetter","description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/skill-vetter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"summarize","name":"summarize","description":"Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/summarize","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/summarize/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tavily-extract","name":"tavily-extract","description":"Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-extract/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"tavily-search","name":"tavily-search","description":"Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/tavily-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"todoist","name":"todoist","description":"Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/todoist","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/todoist/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"token-optimizer","name":"token-optimizer","description":"Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openclaw-token-optimizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather, rain, temperature, and forecasts for locations or travel planning.","filePath":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.npm-global/lib/node_modules/openclaw/skills/weather","origin":"top-level","path":"~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n<available_skills>\n  <skill>\n    <name>browser-act</name>\n    <description>Browser automation CLI for AI agents with anti-detection stealth browsing, captcha solving, and parallel multi-browser support. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, scraping sites with bot detection, or automating any browser task. Also use when the user needs to connect to their existing Chrome session, configure proxy-based stealth browsing, or run parallel browser sessions. Triggers on requests to open a website, fill out a form, click a button, take a screenshot, scrape data from a page, login to a site, automate browser actions, handle captcha challenges, or any task requiring programmatic web interaction.</description>\n    <location>~/.openclaw/workspace/skills/browser-act/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>browser-automation</name>\n    <description>Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.</description>\n    <location>~/.openclaw/plugin-skills/browser-automation/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>gog</name>\n    <description>Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.</description>\n    <location>~/.openclaw/workspace/skills/gog/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>healthcheck</name>\n    <description>Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/healthcheck/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>lossless-claw</name>\n    <description>Configure, diagnose, and use lossless-claw effectively in OpenClaw, with emphasis on key settings, summary health, and recall-tool usage.</description>\n    <location>~/.openclaw/plugin-skills/lossless-claw/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>multi-search-engine</name>\n    <description>Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.</description>\n    <location>~/.openclaw/workspace/skills/multi-search-engine/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>node-connect</name>\n    <description>Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/node-connect/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>openai-whisper</name>\n    <description>Local speech-to-text with the Whisper CLI (no API key).</description>\n    <location>~/.openclaw/workspace/skills/openai-whisper/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>self-improvement</name>\n    <description>Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude (&apos;No, that&apos;s wrong...&apos;, &apos;Actually...&apos;), (3) User requests a capability that doesn&apos;t exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.</description>\n    <location>~/.openclaw/workspace/skills/self-improving-agent-v2/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-creator</name>\n    <description>Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/skill-creator/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>skill-vetter</name>\n    <description>Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.</description>\n    <location>~/.openclaw/workspace/skills/skill-vetter/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>summarize</name>\n    <description>Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).</description>\n    <location>~/.openclaw/workspace/skills/summarize/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow</name>\n    <description>Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>taskflow-inbox-triage</name>\n    <description>Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-extract</name>\n    <description>Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says &quot;extract&quot;, &quot;grab the content from&quot;, &quot;pull the text from&quot;, &quot;get the page at&quot;, &quot;read this webpage&quot;, or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.</description>\n    <location>~/.openclaw/workspace/skills/tavily-extract/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>tavily-search</name>\n    <description>Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says &quot;search for&quot;, &quot;find me&quot;, &quot;look up&quot;, &quot;what&apos;s the latest on&quot;, &quot;find articles about&quot;, or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.</description>\n    <location>~/.openclaw/workspace/skills/tavily-search/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>todoist</name>\n    <description>Manage tasks and projects in Todoist via REST API v1. Use when user asks about tasks, to-dos, reminders, or productivity.</description>\n    <location>~/.openclaw/workspace/skills/todoist/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>token-optimizer</name>\n    <description>Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.</description>\n    <location>~/.openclaw/workspace/skills/openclaw-token-optimizer/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>video-frames</name>\n    <description>Extract frames or short clips from videos using ffmpeg.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/video-frames/SKILL.md</location>\n  </skill>\n  <skill>\n    <name>weather</name>\n    <description>Get current weather, rain, temperature, and forecasts for locations or travel planning.</description>\n    <location>~/.npm-global/lib/node_modules/openclaw/skills/weather/SKILL.md</location>\n  </skill>\n</available_skills>","systemPromptReport":{"source":"run","generatedAt":1778058854868,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","provider":"qwen3-6-80k-v1","model":"qwen-3.6-agent","workspaceDir":"/home/agent/.openclaw/workspace","bootstrapMaxChars":12000,"bootstrapTotalMaxChars":60000,"bootstrapTruncation":{"warningMode":"once","warningShown":false,"truncatedFiles":0,"nearLimitFiles":0,"totalNearLimit":false},"sandbox":{"mode":"off","sandboxed":false},"systemPrompt":{"chars":37271,"projectContextChars":16369,"nonProjectContextChars":20902},"injectedWorkspaceFiles":[{"name":"AGENTS.md","path":"/home/agent/.openclaw/workspace/AGENTS.md","missing":false,"rawChars":7809,"injectedChars":7809,"truncated":false},{"name":"SOUL.md","path":"/home/agent/.openclaw/workspace/SOUL.md","missing":false,"rawChars":1664,"injectedChars":1664,"truncated":false},{"name":"TOOLS.md","path":"/home/agent/.openclaw/workspace/TOOLS.md","missing":false,"rawChars":1227,"injectedChars":1227,"truncated":false},{"name":"IDENTITY.md","path":"/home/agent/.openclaw/workspace/IDENTITY.md","missing":false,"rawChars":317,"injectedChars":317,"truncated":false},{"name":"USER.md","path":"/home/agent/.openclaw/workspace/USER.md","missing":false,"rawChars":199,"injectedChars":199,"truncated":false},{"name":"HEARTBEAT.md","path":"/home/agent/.openclaw/workspace/HEARTBEAT.md","missing":false,"rawChars":225,"injectedChars":225,"truncated":false},{"name":"BOOTSTRAP.md","path":"/home/agent/.openclaw/workspace/BOOTSTRAP.md","missing":true,"rawChars":0,"injectedChars":0,"truncated":false},{"name":"MEMORY.md","path":"/home/agent/.openclaw/workspace/MEMORY.md","missing":false,"rawChars":4857,"injectedChars":4857,"truncated":false}],"skills":{"promptChars":8344,"entries":[{"name":"browser-act","blockChars":884},{"name":"browser-automation","blockChars":324},{"name":"gog","blockChars":214},{"name":"healthcheck","blockChars":280},{"name":"lossless-claw","blockChars":292},{"name":"multi-search-engine","blockChars":374},{"name":"node-connect","blockChars":281},{"name":"openai-whisper","blockChars":215},{"name":"self-improvement","blockChars":646},{"name":"skill-creator","blockChars":266},{"name":"skill-vetter","blockChars":337},{"name":"summarize","blockChars":233},{"name":"taskflow","blockChars":281},{"name":"taskflow-inbox-triage","blockChars":291},{"name":"tavily-extract","blockChars":673},{"name":"tavily-search","blockChars":718},{"name":"todoist","blockChars":267},{"name":"token-optimizer","blockChars":862},{"name":"video-frames","blockChars":229},{"name":"weather","blockChars":251}]},"tools":{"listChars":0,"schemaChars":29300,"entries":[{"name":"read","summaryChars":298,"schemaChars":304,"propertiesCount":3},{"name":"edit","summaryChars":326,"schemaChars":834,"propertiesCount":2},{"name":"write","summaryChars":127,"schemaChars":225,"propertiesCount":2},{"name":"exec","summaryChars":446,"schemaChars":1139,"propertiesCount":12},{"name":"process","summaryChars":322,"schemaChars":1011,"propertiesCount":12},{"name":"canvas","summaryChars":106,"schemaChars":661,"propertiesCount":18},{"name":"message","summaryChars":142,"schemaChars":7598,"propertiesCount":113},{"name":"tts","summaryChars":305,"schemaChars":316,"propertiesCount":3},{"name":"image_generate","summaryChars":600,"schemaChars":2587,"propertiesCount":15},{"name":"video_generate","summaryChars":225,"schemaChars":3841,"propertiesCount":21},{"name":"agents_list","summaryChars":118,"schemaChars":33,"propertiesCount":0},{"name":"sessions_list","summaryChars":225,"schemaChars":432,"propertiesCount":9},{"name":"sessions_history","summaryChars":180,"schemaChars":161,"propertiesCount":3},{"name":"sessions_send","summaryChars":314,"schemaChars":274,"propertiesCount":5},{"name":"sessions_spawn","summaryChars":419,"schemaChars":1211,"propertiesCount":16},{"name":"sessions_yield","summaryChars":97,"schemaChars":60,"propertiesCount":1},{"name":"subagents","summaryChars":105,"schemaChars":191,"propertiesCount":4},{"name":"session_status","summaryChars":456,"schemaChars":89,"propertiesCount":2},{"name":"web_search","summaryChars":83,"schemaChars":1209,"propertiesCount":12},{"name":"web_fetch","summaryChars":129,"schemaChars":374,"propertiesCount":3},{"name":"image","summaryChars":171,"schemaChars":342,"propertiesCount":6},{"name":"pdf","summaryChars":275,"schemaChars":400,"propertiesCount":6},{"name":"browser","summaryChars":1537,"schemaChars":2976,"propertiesCount":52},{"name":"file_fetch","summaryChars":639,"schemaChars":483,"propertiesCount":6},{"name":"dir_list","summaryChars":552,"schemaChars":598,"propertiesCount":7},{"name":"dir_fetch","summaryChars":598,"schemaChars":641,"propertiesCount":7},{"name":"file_write","summaryChars":550,"schemaChars":858,"propertiesCount":7},{"name":"memory_search","summaryChars":605,"schemaChars":237,"propertiesCount":4},{"name":"memory_get","summaryChars":239,"schemaChars":215,"propertiesCount":4}]}}},"redaction":{"config":{"mode":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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"context.compiled","ts":"2026-05-06T09:14:20.580Z","seq":3,"sourceSeq":3,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"dd30fe44-5368-4f3d-97d8-2d0c5542308e","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":42058,"limitChars":32768},"prompt":"[OpenClaw heartbeat poll]","messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_d6b699973baceae7\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser M G (ID 1344779884) issued a strict directive: the LLM must never receive images directly. Instead, image processing must be performed using internal Python tools, specifically OCR. This instruction was repeated twice due to perceived violations. Multiple assistant turns failed to produce content during this interaction. No file operations occurred.\n\nFiles: none\nExpand for details about: repeated user messages, failed assistant turns, German language content, metadata details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_e554bb97fee020b3\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:13:52\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser provided image of a recipe and health document. Instructions: file under health docs, update database/directory with info. Key medical update: Eliquis dosage reduced to half. User explicitly commanded use of OCR function for processing. No file operations recorded yet.\nFiles: none\nExpand for details about: timestamp, media paths, specific medical instruction, OCR command, file structure updates\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"tools":[{"name":"agents_list","description":"List OpenClaw agent ids you can target with `sessions_spawn` when `runtime=\"subagent\"` (based on subagent allowlists).","parameters":{"type":"object","properties":{}}},{"name":"browser","description":"Control the browser via OpenClaw's browser control server (status/start/stop/profiles/tabs/open/snapshot/screenshot/actions). Browser choice: omit profile by default for the isolated OpenClaw-managed browser (`openclaw`). For the logged-in user browser, use profile=\"user\". A supported Chromium-based browser (v144+) must be running on the selected host or browser node. Use only when existing logins/cookies matter and the user is present. For profile=\"user\" or other existing-session profiles, omit timeoutMs on act:type, evaluate, hover, scrollIntoView, drag, select, and fill; that driver rejects per-call timeout overrides for those actions. When a node-hosted browser proxy is available, the tool may auto-route to it. Pin a node with node=<id|name> or target=\"node\". When using refs from snapshot (e.g. e12), keep the same tab: prefer passing targetId from the snapshot response into subsequent actions (act/click/type/etc). For tab operations, targetId also accepts tabId handles (t1) and labels from action=tabs. For multi-step browser work, login checks, stale refs, duplicate tabs, or Google Meet flows, use the bundled browser-automation skill when it is available. For stable, self-resolving refs across calls, use snapshot with refs=\"aria\" (Playwright aria-ref ids). Default refs=\"role\" are role+name-based. Use snapshot+act for UI automation. Avoid act:wait by default; use only in exceptional cases when no reliable UI state exists. target selects browser location (sandbox|host|node). Default: host. Host target allowed.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"node":{"type":"string"},"profile":{"type":"string"},"targetUrl":{"type":"string"},"url":{"type":"string"},"targetId":{"type":"string"},"label":{"type":"string"},"limit":{"type":"number"},"maxChars":{"type":"number"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"snapshotFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"refs":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"interactive":{"type":"boolean"},"compact":{"type":"boolean"},"depth":{"type":"number"},"selector":{"type":"string"},"frame":{"type":"string"},"labels":{"type":"boolean"},"urls":{"type":"boolean"},"fullPage":{"type":"boolean"},"ref":{"type":"string"},"element":{"type":"string"},"type":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"level":{"type":"string"},"paths":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"inputRef":{"type":"string"},"timeoutMs":{"type":"number"},"accept":{"type":"boolean"},"promptText":{"type":"string"},"kind":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"doubleClick":{"type":"boolean"},"button":{"type":"string"},"modifiers":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"x":{"type":"number"},"y":{"type":"number"},"text":{"type":"string"},"submit":{"type":"boolean"},"slowly":{"type":"boolean"},"key":{"type":"string"},"delayMs":{"type":"number"},"startRef":{"type":"string"},"endRef":{"type":"string"},"values":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fields":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"width":{"type":"number"},"height":{"type":"number"},"timeMs":{"type":"number"},"textGone":{"type":"string"},"loadState":{"type":"string"},"fn":{"type":"string"},"request":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"canvas","description":"Control node canvases (present/hide/navigate/eval/snapshot/A2UI). Use snapshot to capture the rendered UI.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"},"node":{"type":"string"},"target":{"type":"string"},"x":{"type":"number"},"y":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"},"url":{"type":"string"},"javaScript":{"type":"string"},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"maxWidth":{"type":"number"},"quality":{"type":"number"},"delayMs":{"type":"number"},"jsonl":{"type":"string"},"jsonlPath":{"type":"string"}}}},{"name":"dir_fetch","description":"Retrieve a directory tree from a paired node as a gzipped tarball, unpack it on the gateway, and return a manifest of saved paths. Use to pull source trees, asset folders, or log directories in a single round-trip. The unpacked files live on the GATEWAY (not your local machine); pass localPath into other tools or use file_fetch on individual entries to ship them elsewhere. Rejects trees larger than 16 MB compressed. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node to fetch. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max gzipped tarball bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"includeDotfiles":{"type":"boolean","description":"Reserved for v2; currently always includes dotfiles (v1 quirk in BSD tar)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"dir_list","description":"Retrieve a structured directory listing from a paired node. Returns file and subdirectory metadata (name, path, size, mimeType, isDir, mtime) without transferring file content. Use this to discover what files exist before fetching them with file_fetch. Pagination is offset-based; pass nextPageToken from the previous result. Requires operator opt-in: gateway.nodes.allowCommands must include 'dir.list' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the directory path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the directory on the node. Canonicalized server-side."},"maxEntries":{"type":"number","description":"Max entries per page. Default 200, hard ceiling 5000."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Exec security mode (deny|allowlist|full)."},"ask":{"type":"string","description":"Exec ask mode (off|on-miss|always)."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"file_fetch","description":"Retrieve a file from a paired node by absolute path. Returns image content blocks for image MIME types, inlines small text files (≤8 KB) as text content, and saves everything else under the gateway media store with a path you can pass to file_write or other tools. Use this for screenshots, photos, receipts, logs, source files. Pair with file_write to copy a file from one node to another (no exec/cp shell-out needed). Requires operator opt-in: gateway.nodes.allowCommands must include 'file.fetch' AND plugins.entries.file-transfer.config.nodes.<node>.allowReadPaths must match the path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id, name, or IP. Resolves the same way as the nodes tool."},"path":{"type":"string","description":"Absolute path to the file on the node. Canonicalized server-side."},"maxBytes":{"type":"number","description":"Max bytes to fetch. Default 8 MB, hard ceiling 16 MB (single round-trip)."},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"number"}}}},{"name":"file_write","description":"Write file bytes to a paired node by absolute path. Atomic write (temp + rename). Refuses to overwrite by default — pass overwrite=true to replace. Refuses to write through symlink targets unless policy explicitly allows following symlinks. Pair with file_fetch by passing its mediaId as sourceMediaId for binary copy. Requires operator opt-in: gateway.nodes.allowCommands must include 'file.write' AND plugins.entries.file-transfer.config.nodes.<node>.allowWritePaths must match the destination path. Without policy configured, every call is denied.","parameters":{"type":"object","required":["node","path"],"properties":{"node":{"type":"string","description":"Node id or display name to write the file on."},"path":{"type":"string","description":"Absolute path on the node to write. Canonicalized server-side."},"contentBase64":{"type":"string","description":"Base64-encoded bytes to write. Maximum 16 MB after decode."},"sourceMediaId":{"type":"string","description":"Media id returned by file_fetch. Preferred for binary copies because bytes stay in the gateway media store."},"mimeType":{"type":"string","description":"Content type hint. Not validated against the content."},"overwrite":{"type":"boolean","description":"Allow overwriting an existing file. Default false.","default":false},"createParents":{"type":"boolean","description":"Create missing parent directories (mkdir -p). Default false.","default":false}}}},{"name":"image","description":"Analyze one or more images with an available vision model. Use image for a single path/URL, or images for multiple (up to 20). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"Single image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple image paths or URLs (up to maxImages, default 20)."},"model":{"type":"string"},"maxBytesMb":{"type":"number"},"maxImages":{"type":"number"}}}},{"name":"image_generate","description":"Generate new images or edit reference images with the configured or inferred image-generation model. For transparent backgrounds, use outputFormat=\"png\" or \"webp\" and background=\"transparent\"; OpenAI also accepts openai.background and OpenClaw routes the default OpenAI image model to gpt-image-1.5 for that mode. Set agents.defaults.imageGenerationModel.primary to pick a provider/model. Providers declare their own auth/readiness; use action=\"list\" to inspect registered providers, models, readiness, and auth hints. Generated images are delivered automatically from the tool result as MEDIA paths.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default) or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Image generation prompt."},"image":{"type":"string","description":"Optional reference image path or URL for edit mode."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images for edit mode (up to 5)."},"model":{"type":"string","description":"Optional provider/model override, e.g. openai/gpt-image-2; use openai/gpt-image-1.5 for transparent OpenAI backgrounds."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1024x1024, 1536x1024, 1024x1536, 2048x2048, or 3840x2160."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, or 21:9."},"resolution":{"type":"string","description":"Optional resolution hint: 1K, 2K, or 4K. Useful for Google edit/generation flows."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional quality hint: low, medium, high, or auto when the provider supports it."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional output format hint: png, jpeg, or webp when the provider supports it."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional background hint: transparent, opaque, or auto when the provider supports it. For transparent output use outputFormat png or webp."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"number","description":"Optional number of images to request (1-4).","minimum":1,"maximum":4},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"number"},"lines":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"number"},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"message","description":"Send, delete, and manage messages via channel plugins. Supports actions: broadcast, delete, edit, poll, react, send, topic-create, topic-edit.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"channel":{"type":"string"},"target":{"type":"string","description":"Recipient/channel: E.164 for WhatsApp/Signal, Telegram chat id/@username, Discord/Slack/Mattermost <channelId|user:ID|channel:ID>, or iMessage handle/chat_id"},"targets":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"accountId":{"type":"string"},"dryRun":{"type":"boolean"},"message":{"type":"string"},"effectId":{"type":"string","description":"Message effect name/id for sendWithEffect (e.g., invisible ink)."},"effect":{"type":"string","description":"Alias for effectId (e.g., invisible-ink, balloons)."},"media":{"type":"string","description":"Media URL or local path. data: URLs are not supported here, use buffer."},"filename":{"type":"string"},"buffer":{"type":"string","description":"Base64 payload for attachments (optionally a data: URL)."},"contentType":{"type":"string"},"mimeType":{"type":"string"},"caption":{"type":"string"},"path":{"type":"string"},"filePath":{"type":"string"},"replyTo":{"type":"string"},"threadId":{"type":"string"},"asVoice":{"type":"boolean"},"silent":{"type":"boolean"},"quoteText":{"type":"string","description":"Quote text for Telegram reply_parameters"},"bestEffort":{"type":"boolean"},"gifPlayback":{"type":"boolean"},"forceDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression (Telegram only)."},"asDocument":{"type":"boolean","description":"Send image/GIF as document to avoid Telegram compression. Alias for forceDocument (Telegram only)."},"presentation":{"type":"object","required":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared presentation payload for rich text, buttons, selects, and context. Core degrades unsupported blocks to text."},"delivery":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Shared delivery preferences. pin requests that the sent message be pinned when the channel supports it."},"messageId":{"type":"string","description":"Target message id for read, reaction, edit, delete, pin, or unpin. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"message_id":{"type":"string","description":"snake_case alias of messageId. If omitted for reaction-like actions, defaults to the current inbound message id when available."},"emoji":{"type":"string"},"remove":{"type":"boolean"},"trackToolCalls":{"type":"boolean","description":"When true for a reaction to the current inbound message, use that reacted message as the status-reaction target for subsequent tool progress when the channel supports it."},"track_tool_calls":{"type":"boolean","description":"snake_case alias of trackToolCalls."},"targetAuthor":{"type":"string"},"targetAuthorUuid":{"type":"string"},"groupId":{"type":"string"},"limit":{"type":"number"},"pageSize":{"type":"number"},"before":{"type":"string"},"after":{"type":"string"},"around":{"type":"string"},"fromMe":{"type":"boolean"},"includeArchived":{"type":"boolean"},"pollId":{"type":"string"},"pollOptionId":{"type":"string","description":"Poll answer id to vote for. Use when the channel exposes stable answer ids."},"pollOptionIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollOptionIndex":{"type":"number","description":"1-based poll option number to vote for, matching the rendered numbered poll choices."},"pollOptionIndexes":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollQuestion":{"type":"string"},"pollOption":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"pollDurationHours":{"type":"number"},"pollMulti":{"type":"boolean"},"channelId":{"type":"string","description":"Channel id filter (search/thread list/event create)."},"chatId":{"type":"string","description":"Chat id for chat-scoped metadata actions."},"channelIds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"memberId":{"type":"string"},"memberIdType":{"type":"string"},"guildId":{"type":"string"},"userId":{"type":"string"},"openId":{"type":"string"},"unionId":{"type":"string"},"authorId":{"type":"string"},"_truncated":{"truncated":true,"reason":"trajectory-object-size-limit","originalKeys":113,"limitKeys":64}}}},{"name":"pdf","description":"Analyze one or more PDF documents with a model. Supports native PDF analysis for Anthropic and Google models, with text/image extraction fallback for other providers. Use pdf for a single path/URL, or pdfs for multiple (up to 10). Provide a prompt describing what to analyze.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"pdf":{"type":"string","description":"Single PDF path or URL."},"pdfs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Multiple PDF paths or URLs (up to 10)."},"pages":{"type":"string","description":"Page range to process, e.g. \"1-5\", \"1,3,5-7\". Defaults to all pages."},"model":{"type":"string"},"maxBytesMb":{"type":"number"}}}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use write/send-keys/submit/paste/kill for input or intervention.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show a /status-equivalent session status card for the current or another visible session, including usage, time, cost when available, and linked background task context. Use `sessionKey=\"current\"` for the current session; do not use UI/client labels such as `openclaw-tui` as session keys. Optional `model` sets a per-session model override; `model=default` resets overrides. Use this for questions like what model is active or how a session is configured.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized message history for a visible session. Supports limits and optional tool messages; use this to inspect another session before replying, debugging, or resuming work.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"number","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions with optional filters for kind, label, agentId, search, recent activity, derived titles, and last-message previews. Use this to discover a target session before calling sessions_history or sessions_send.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"number","minimum":1},"activeMinutes":{"type":"number","minimum":1},"messageLimit":{"type":"number","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send a message into another visible session by sessionKey or label. Thread-scoped chat sessions are rejected; target the parent channel session for inter-agent coordination. Use this to delegate follow-up work to an existing session; waits for the target run and returns the updated assistant reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"number","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn a clean isolated session by default with the native subagent runtime. `mode=\"run\"` is one-shot background work. Subagents inherit the parent workspace directory automatically. For native subagents only, set `context=\"fork\"` when the child needs the current transcript context; otherwise omit it or use `context=\"isolated\"`. Use this when the work should happen in a fresh child session instead of the current one.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"runTimeoutSeconds":{"type":"number","minimum":0},"timeoutSeconds":{"type":"number","minimum":0},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native subagent context mode. Omit or use \"isolated\" for a clean child session; use \"fork\" only when the child needs the requester transcript context."},"lightContext":{"type":"boolean","description":"When true, spawned subagent runs use lightweight bootstrap context. Only applies to runtime='subagent'."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End your current turn. Use after spawning subagents to receive their results as the next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"subagents","description":"List, kill, or steer spawned sub-agents for this requester session. Use this for sub-agent orchestration.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"target":{"type":"string"},"message":{"type":"string"},"recentMinutes":{"type":"number","minimum":1}}}},{"name":"tts","description":"Use only for explicit audio intent (audio, voice, speech, TTS) or active TTS config. Never use for ordinary text replies. Audio is delivered automatically from the tool result. After a successful call, follow the current conversation's reply instructions and avoid sending a duplicate text/audio response.","parameters":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text to convert to speech."},"channel":{"type":"string","description":"Optional channel id to pick output format."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"video_generate","description":"Generate videos using configured providers. Generated videos are saved under OpenClaw-managed media storage and delivered automatically as attachments. Duration requests may be rounded to the nearest provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"Optional action: \"generate\" (default), \"status\" to inspect the active session task, or \"list\" to inspect available providers/models."},"prompt":{"type":"string","description":"Video generation prompt."},"image":{"type":"string","description":"Optional single reference image path or URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference images (up to 9)."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference image list, parallel by index. The list is `image` (if provided) followed by each entry in `images`, in order, after de-duplication. Canonical values: \"first_frame\", \"last_frame\", \"reference_image\". Providers may accept additional role strings. Must not have more entries than the combined image list; use an empty string to leave a position unset."},"video":{"type":"string","description":"Optional single reference video path or URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference videos (up to 4)."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference video list, parallel by index. The list is `video` (if provided) followed by each entry in `videos`, in order, after de-duplication. Canonical value: \"reference_video\". Providers may accept additional role strings. Must not have more entries than the combined video list; use an empty string to leave a position unset."},"audioRef":{"type":"string","description":"Optional single reference audio path or URL (e.g. background music)."},"audioRefs":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional reference audios (up to 3)."},"audioRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional semantic roles for the combined reference audio list, parallel by index. The list is `audioRef` (if provided) followed by each entry in `audioRefs`, in order, after de-duplication. Canonical value: \"reference_audio\". Providers may accept additional role strings. Must not have more entries than the combined audio list; use an empty string to leave a position unset."},"model":{"type":"string","description":"Optional provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Optional output filename hint. OpenClaw preserves the basename and saves under its managed media directory."},"size":{"type":"string","description":"Optional size hint like 1280x720 or 1920x1080 when the provider supports it."},"aspectRatio":{"type":"string","description":"Optional aspect ratio hint: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, or \"adaptive\"."},"resolution":{"type":"string","description":"Optional resolution hint: 480P, 720P, 768P, or 1080P."},"durationSeconds":{"type":"number","description":"Optional target duration in seconds. OpenClaw may round this to the nearest provider-supported duration.","minimum":1},"audio":{"type":"boolean","description":"Optional audio toggle when the provider supports generated audio."},"watermark":{"type":"boolean","description":"Optional watermark toggle when the provider supports it."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional provider-specific options as a JSON object, e.g. `{\"seed\": 42, \"draft\": true}`. Each provider declares its own accepted keys and primitive types (number/boolean/string) via its capabilities; unknown keys or type mismatches skip the candidate during fallback and never silently reach the wrong provider. Run `video_generate action=list` to see which keys each provider accepts."},"timeoutMs":{"type":"number","description":"Optional provider request timeout in milliseconds.","minimum":1}}}},{"name":"web_fetch","description":"Fetch and extract readable content from a URL (HTML → markdown/text). Use for lightweight page access without browser automation.","parameters":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"HTTP or HTTPS URL to fetch."},"extractMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Extraction mode (\"markdown\" or \"text\").","default":"markdown"},"maxChars":{"type":"number","description":"Maximum characters to return (truncates when exceeded).","minimum":100}}}},{"name":"web_search","description":"Search the web. Returns provider-normalized results for current information lookup.","parameters":{"type":"object","properties":{"query":{"type":"string","description":"Search query string."},"count":{"type":"number","description":"Number of results to return.","minimum":1,"maximum":10},"country":{"type":"string","description":"2-letter country code for region-specific results."},"language":{"type":"string","description":"ISO 639-1 language code for results."},"freshness":{"type":"string","description":"Filter by time: day, week, month, or year."},"date_after":{"type":"string","description":"Only results published after this date (YYYY-MM-DD)."},"date_before":{"type":"string","description":"Only results published before this date (YYYY-MM-DD)."},"search_lang":{"type":"string","description":"Brave search result language code."},"ui_lang":{"type":"string","description":"Brave UI locale code in language-region format."},"domain_filter":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Perplexity native Search API domain filter."},"max_tokens":{"type":"number","description":"Perplexity native Search API total content budget.","minimum":1,"maximum":1000000},"max_tokens_per_page":{"type":"number","description":"Perplexity native Search API max tokens extracted per page.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":0,"streamStrategy":"session-custom","transport":"auto","transcriptLeafId":"3a228244"}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"prompt.submitted","ts":"2026-05-06T09:14:20.583Z","seq":4,"sourceSeq":4,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"dd30fe44-5368-4f3d-97d8-2d0c5542308e","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"prompt":"[OpenClaw heartbeat poll]","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":42058,"limitChars":32768},"messages":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_d6b699973baceae7\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser M G (ID 1344779884) issued a strict directive: the LLM must never receive images directly. Instead, image processing must be performed using internal Python tools, specifically OCR. This instruction was repeated twice due to perceived violations. Multiple assistant turns failed to produce content during this interaction. No file operations occurred.\n\nFiles: none\nExpand for details about: repeated user messages, failed assistant turns, German language content, metadata details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_e554bb97fee020b3\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:13:52\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser provided image of a recipe and health document. Instructions: file under health docs, update database/directory with info. Key medical update: Eliquis dosage reduced to half. User explicitly commanded use of OCR function for processing. No file operations recorded yet.\nFiles: none\nExpand for details about: timestamp, media paths, specific medical instruction, OCR command, file structure updates\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}}],"imagesCount":0}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","source":"runtime","type":"model.completed","ts":"2026-05-06T09:16:20.204Z","seq":5,"sourceSeq":5,"sessionId":"8846adb1-c2ed-4bf0-b844-3a576cf8321f","sessionKey":"agent:main:main","runId":"dd30fe44-5368-4f3d-97d8-2d0c5542308e","workspaceDir":"/home/agent/.openclaw/workspace","provider":"qwen3-6-80k-v1","modelId":"qwen-3.6-agent","modelApi":"openai-completions","data":{"aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"promptCache":{"lastCallUsage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0},"lastCacheTouchAt":1778058892083},"compactionCount":0,"assistantTexts":["NO_REPLY"],"finalPromptText":"[OpenClaw heartbeat poll]","messagesSnapshot":[{"role":"user","content":"<summary id=\"sum_6a0630e8d678ffdf\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:05:18\" latest_at=\"2026-05-06T11:10:58\">\n  <parents>\n    <summary_ref id=\"sum_d8b6d00b900ca3c5\" />\n    <summary_ref id=\"sum_03b0f325cf6d0e3d\" />\n    <summary_ref id=\"sum_8066c32a339d58ff\" />\n    <summary_ref id=\"sum_b27c8b902c4c8553\" />\n    <summary_ref id=\"sum_029b56e4e8acb651\" />\n    <summary_ref id=\"sum_cee7423605c3a00f\" />\n    <summary_ref id=\"sum_e82f6fe55d3140e8\" />\n  </parents>\n  <content>\nTimeline:\n- 11:05-11:06: Established critical constraint: Qwen 3.6 lacks vision capabilities (no mmproj). Never send image files directly; must use native capabilities or installed Python tools for text extraction. This rule is anchored in memory.\n- 11:08: User uploaded a new recipe image. Task: save to health documents, update document directory and databases with extracted info. Note: Eliquis dosage reduced to half. Action: Use OCR for text extraction. Note: Qwen 3.6 lacks vision; must use OCR tools, not raw image.\n- 11:08-11:10: All assistant turns between 11:08 and 11:10 on 2026-05-06 failed before producing output. No decisions, tasks, or file operations recorded.\n- 11:10: User provided a new recipe image (file_18---f6ee9f3e...) and requested processing via OCR. Tasks: 1. Save recipe to health documents directory. 2. Update document directory and databases with extracted info. 3. Record medication update: Eliquis dosage reduced to half. Status: Pending OCR and file operations.\n- 11:10: Context unchanged. Multiple assistant turns at 2026-05-06 11:10 GMT+2 failed before producing content. Previous pending tasks: process recipe image (file_18---f6ee9f3e...) via OCR, save to health documents, update databases, and record Eliquis dosage reduction to half. No file operations completed during this segment.\n- 11:10: User provided new recipe image (file_18---9a2e6718...) and requested OCR processing, saving to health documents, updating databases, and recording a reduction of Eliquis dosage to half. No file operations were completed in this segment.\n- 11:10: No assistant content generated due to three consecutive failed turns. No decisions, tasks, or file operations recorded.\n\nKey Decisions & Rationale:\n1. Vision Constraint: Qwen 3.6 cannot process images directly. Rationale: Model lacks mmproj. Workaround: Use OCR tools.\n2. Eliquis Dosage: Reduced to half. This is a medical record update requiring database entry.\n3. Recipe Processing: User intent is to digitize recipe images into health documents. Method: OCR extraction.\n\nIn-Progress Items:\n- OCR and file operations for recipe images (file_18---f6ee9f3e... and file_18---9a2e6718...) are pending.\n- Database updates for Eliquis dosage are pending.\n\nBlockers:\n-\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_fb7394638f732608\" kind=\"condensed\" depth=\"1\" descendant_count=\"7\" earliest_at=\"2026-05-06T11:10:58\" latest_at=\"2026-05-06T11:12:29\">\n  <parents>\n    <summary_ref id=\"sum_8df56d0b1f060e07\" />\n    <summary_ref id=\"sum_dad1294f8c43d403\" />\n    <summary_ref id=\"sum_731dce76d1245b26\" />\n    <summary_ref id=\"sum_6c6c3ded990ae669\" />\n    <summary_ref id=\"sum_0660a1aab8aa56fb\" />\n    <summary_ref id=\"sum_4182314c6f77d23b\" />\n    <summary_ref id=\"sum_0800b0a361b67ec9\" />\n  </parents>\n  <content>\nTimeline:\n[2026-05-06 11:10 GMT+2] User uploads recipe image via Telegram. File path: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg. Instructions: Perform OCR, save to health documents, update document directory and databases. Critical medical constraint: Halve Eliquis dosage. Note: Previous agent run aborted; resume carefully.\n\n[2026-05-06 11:11 GMT+2] User re-submits same recipe image with identical instructions. Emphasis on OCR, health doc storage, and database updates. Reiteration of halving Eliquis dosage. Reminder of previous aborted run.\n\n[2026-05-06 11:12 GMT+2] User re-uploads file_18... with explicit confirmation of instructions. Critical medical constraint: Halve Eliquis dosage. Reminder of previous aborted runs. System attempts assistant response but fails multiple times (content production error).\n\nCurrent State:\nThe conversation is stuck in a loop due to repeated user inputs and failed assistant turns. The core task remains uncompleted: processing the recipe image.\n\nKey Decisions/Instructions:\n1. Task: Extract text from file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg using OCR.\n2. Action: Save extracted text to health documents.\n3. Action: Update document directory and databases with the new info.\n4. Medical Constraint: Halve the Eliquis dosage. This is a critical, non-negotiable instruction that must be reflected in the database updates.\n\nBlockers:\n- Assistant turns have failed to produce content multiple times (11:12 GMT+2).\n- The user has repeated the prompt three times, indicating urgency or lack of response.\n\nSuperseded/Abandoned Context:\n- Previous agent run was aborted and is no longer relevant; the new instance must start fresh with the same instructions.\n- Intermediate attempts to process the image have not yet succeeded.\n\nOpen Questions:\n- What was the original Eliquis dosage? (Needed to calculate the halved amount).\n- What is the exact content of the recipe image? (OCR needs to be performed).\n\nExpand for details about: OCR processing results, specific database fields updated, original Eliquis dosage value, health document format details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_f2fe5baea767cca9\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:12:29\">\n  <content>\nStatus: Stuck in loop. Multiple failed assistant turns (11:08-11:12).\nTask: Process recipe image (file_18---9a2e6718...) via OCR.\nActions: Save to health docs, update dir/db, record Eliquis dosage halved.\nConstraint: Qwen 3.6 lacks vision; must use OCR tools.\nBlockers: Content production errors.\nFiles: none\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_d6b699973baceae7\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:12:29\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser M G (ID 1344779884) issued a strict directive: the LLM must never receive images directly. Instead, image processing must be performed using internal Python tools, specifically OCR. This instruction was repeated twice due to perceived violations. Multiple assistant turns failed to produce content during this interaction. No file operations occurred.\n\nFiles: none\nExpand for details about: repeated user messages, failed assistant turns, German language content, metadata details\n  </content>\n</summary>"},{"role":"user","content":"<summary id=\"sum_e554bb97fee020b3\" kind=\"leaf\" depth=\"0\" descendant_count=\"0\" earliest_at=\"2026-05-06T11:13:52\" latest_at=\"2026-05-06T11:13:52\">\n  <content>\nUser provided image of a recipe and health document. Instructions: file under health docs, update database/directory with info. Key medical update: Eliquis dosage reduced to half. User explicitly commanded use of OCR function for processing. No file operations recorded yet.\nFiles: none\nExpand for details about: timestamp, media paths, specific medical instruction, OCR command, file structure updates\n  </content>\n</summary>"},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[media attached: /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg (image/jpeg) | /home/agent/.openclaw/media/inbound/file_18---9a2e6718-c76c-437b-8e9f-476b8310afe8.jpg]\nAnbei ein neues Rezept. Bitte bei den Gesundheitsdokumenten ablegen und im dokumentenverzeichnis und datenbanken die infos vermerken. Neu muss ich nur noch die halbe dosis Eliquis nehmen. Nutze die OCR funktion."},{"type":"image","data":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":167160,"limitChars":32768},"mimeType":"image/jpeg"}]},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":"du hast dem llm schon wieder das bild gesendet. du darfst keine bilder an das llm senden. du musst ocr mit deinen eigenen python tools vornehmen."},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"assistant","content":[{"type":"text","text":"[assistant turn failed before producing content]"}],"usage":{"input":0,"output":19,"cacheRead":0,"cacheWrite":0,"totalTokens":19,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}}},{"role":"user","content":[{"type":"text","text":"[OpenClaw heartbeat poll]"}],"timestamp":1778058860584},{"role":"custom","customType":"openclaw.runtime-context","content":"System (untrusted): [2026-05-06 11:13:24 GMT+2] Background task update: Context engine turn maintenance. Deferred maintenance is still running.\nSystem (untrusted): [2026-05-06 11:13:51 GMT+2] Background task done: Context engine turn maintenance (run turn-mai). Rewrote 0 transcript entries and freed 0 bytes.\n\nRead HEARTBEAT.md if it exists (workspace context). Follow it strictly. Do not infer or repeat old tasks from prior chats. If nothing needs attention, reply HEARTBEAT_OK.\nWhen reading HEARTBEAT.md, use workspace file /home/agent/.openclaw/workspace/HEARTBEAT.md (exact case). Do not read docs/heartbeat.md.\nCurrent time: Wednesday, May 6th, 2026 - 11:14 (Europe/Berlin) / 2026-05-06 09:14 UTC","display":false,"details":{"source":"openclaw-runtime-context"},"timestamp":1778058860584},{"role":"assistant","content":[{"type":"text","text":"NO_REPLY"}],"api":"openai-completions","provider":"qwen3-6-80k-v1","model":"qwen-3.6-agent","usage":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"totalTokens":0,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1778058892083,"responseId":"chatcmpl-qz4rtuM9Qei5hkwALEWxQ4avXdoVtJ0p"}]}}
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