{ "session_id": "20260517_213519_e34cd2", "model": "gpt-5.5", "base_url": "https://chatgpt.com/backend-api/codex", "platform": "telegram", "session_start": "2026-05-17T21:35:19.310108", "last_updated": "2026-05-17T21:37:27.794676", "system_prompt": "You are Hermes Agent, an intelligent AI assistant created by Nous Research. You are helpful, knowledgeable, and direct. You assist users with a wide range of tasks including answering questions, writing and editing code, analyzing information, creative work, and executing actions via your tools. You communicate clearly, admit uncertainty when appropriate, and prioritize being genuinely useful over being verbose unless otherwise directed below. Be targeted and efficient in your exploration and investigations.\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n\n\n\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n\n\n\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n\n\n\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n\n\n\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n\n\n\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n\n\nHost: Linux (6.17.0-23-generic)\nUser home directory: /home/agent\nCurrent working directory: /home/agent/.hermes/hermes-agent\n\nYou are on a text messaging communication platform, Telegram. Standard markdown is automatically converted to Telegram format. Supported: **bold**, *italic*, ~~strikethrough~~, ||spoiler||, `inline code`, ```code blocks```, [links](url), and ## headers. Telegram has NO table syntax — prefer bullet lists or labeled key: value pairs over pipe tables (any tables you do emit are auto-rewritten into row-group bullets, which you can produce directly for cleaner output). You can send media files natively: to deliver a file to the user, include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) appear as photos, audio (.ogg) sends as voice bubbles, and videos (.mp4) play inline. You can also include image URLs in markdown format ![alt](url) and they will be sent as native photos.\n\nConversation started: Sunday, May 17, 2026 09:35 PM\nModel: gpt-5.5\nProvider: openai-codex", "tools": [ { "type": "function", "function": { "name": "process", "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "list", "poll", "log", "wait", "kill", "write", "submit", "close" ], "description": "Action to perform on background processes" }, "session_id": { "type": "string", "description": "Process session ID (from terminal background output). Required for all actions except 'list'." }, "data": { "type": "string", "description": "Text to send to process stdin (for 'write' and 'submit' actions)" }, "timeout": { "type": "integer", "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.", "minimum": 1 }, "offset": { "type": "integer", "description": "Line offset for 'log' action (default: last 200 lines)" }, "limit": { "type": "integer", "description": "Max lines to return for 'log' action", "minimum": 1 } }, "required": [ "action" ] } } }, { "type": "function", "function": { "name": "terminal", "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n (1) Long-lived processes that never exit (servers, watchers).\n (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n", "parameters": { "type": "object", "properties": { "command": { "type": "string", "description": "The command to execute on the VM" }, "background": { "type": "boolean", "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.", "default": false }, "timeout": { "type": "integer", "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.", "minimum": 1 }, "workdir": { "type": "string", "description": "Working directory for this command (absolute path). Defaults to the session working directory." }, "pty": { "type": "boolean", "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.", "default": false }, "notify_on_complete": { "type": "boolean", "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.", "default": false }, "watch_patterns": { "type": "array", "items": { "type": "string" }, "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both." } }, "required": [ "command" ] } } } ], "message_count": 34, "messages": [ { "role": "user", "content": "Focused independent review after contrast raw-CSS fix. Return ONLY JSON with passed, security_concerns, logic_errors, suggestions, summary." }, { "role": "assistant", "content": "", "reasoning": "**Locating repository tools**\n\nI need to inspect something and figure out which tools are available. It seems I can’t read files directly, but the terminal is a potential option. I can use terminal commands, like git diff, to help with that! I’ll focus on JSON for final outputs. My working directory is set to /home/agent, and I need to locate the repository to get started. Let’s see what I can find!", "finish_reason": "tool_calls", "reasoning_content": "**Locating repository tools**\n\nI need to inspect something and figure out which tools are available. It seems I can’t read files directly, but the terminal is a potential option. I can use terminal commands, like git diff, to help with that! I’ll focus on JSON for final outputs. My working directory is set to /home/agent, and I need to locate the repository to get started. Let’s see what I can find!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqChh6ET7IU23FcT8mH4FEMV0skgmjzv5RDkgoLiPDokQgvBxiCKbilEgSTLpNV9b4OFwoFwXbvH7ijnS8aq_-DUrVX9yhjJwq6p-4ZTKKj2UHESYHlY02oDpqV87SzWj5S8XoGUkPUm5IrFTWRwLeFODCQDGololbOYsParfRNHX90QeZ0xdmnFy79OQVmc9O14L5-rKiU-EnZVWeITuin0I6mdt7qqCWzhCxADO528KEjhsQBM9Mvs3lwAPqJmBkJLoPq6vPubVfHLxs_V0O-JvuxSJLxngsJnb6TrRlRGja2F6Vjff5Z_HLEPWG01Px7Q2eS72dhC7YdeS_e_LLXoSubT7VU4JC0E3H4Emk51Y0oVcsbfUnY8j4G4Ij7Gd5Nq2Qc-k8si2Uudu8kFWJt2GZG1KFzRuCJAnQ4nzl_RsfSkWPo03YbB7YcUMoFscdOEtFuQfYMxKRLKa_ReLnmRB1KG5ge-MEz2hFt3kQQY3wo3XafBG2Ij0NAwdhhYM0SYxEJ1CSaipWQreaUET8TbytH6CPw36WVzNFMwj48O5JWObYkgOXSSG4zViFAVtEmUBPFvZ4YuFp3CQ-QdvoazN1Lw3GU2JCw1iCQM27RHOiX-WPJceo8jmaaQ1QGd-Fh-1Bp-JexK3QL1yYuMFYDe-ST3qfv7m-e1Q_zaHuhb5r5SAkMITDp7nXYpSV8ndRoqWJSvL_V5v4Zevxdj_S3cVuG1cyLKlthrjKbS804TH8lj7DTP1ritat2MmJ7G3BuHsP_8dwXf8RF1UgmTw6h3igDWYiRFSFj26v4AN_gzkyzjJ2Of4MLjaWJDtukubLIQQLKclbnsCF9H04YHzazryQMvLj57_7BYQ1zb4Ww2nbhRllblc8QthmXZaynLxWIjSXViq6nHgD2VVHYRZbW8uBUTyAGsAqmi64o3cpT_FxCr-G5f0BiIKuw27g1auV40sO8G-VV0VVP1glZFL3Y-D6i5QY3uznayrLSVPoLc4-afE4ogFFQjiILideJDXoZPBnj7NYa1nmD4B2t4tF-Zrzl4Vitxc5jcUamKNXFz6yyWhHw4XIIXg_PBZXA3WBvTgRx13lk2TZSSnGvfYaOccoUo5lrYbqH2PkV6sWVKQEZSO1I4GJPSI1ZALmF-Kj9M7ioKn9BYO2JIcWfCz1ylZCaDl_FefrkzKwtTkrN4pe86Q=", "id": "rs_0a05ffb789337b62016a0a187882208191a525d078a1bfa751", "summary": [ { "type": "summary_text", "text": "**Locating repository tools**\n\nI need to inspect something and figure out which tools are available. It seems I can’t read files directly, but the terminal is a potential option. I can use terminal commands, like git diff, to help with that! I’ll focus on JSON for final outputs. My working directory is set to /home/agent, and I need to locate the repository to get started. Let’s see what I can find!" } ] } ], "tool_calls": [ { "id": "call_t0mp30NGo2nghBI7BiK5ODzs", "call_id": "call_t0mp30NGo2nghBI7BiK5ODzs", "response_item_id": "fc_0a05ffb789337b62016a0a187aa5648191af9d6716ebb8c7ce", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"pwd && git -C /home/agent status --short && git -C /home/agent rev-parse --show-toplevel\", \"workdir\": \"/home/agent\", \"timeout\": 60}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"/home/agent\\nfatal: Kein Git-Repository (oder irgendeines der Elternverzeichnisse): .git\", \"exit_code\": 128, \"error\": null}", "tool_call_id": "call_t0mp30NGo2nghBI7BiK5ODzs" }, { "role": "assistant", "content": "", "reasoning": "**Figuring out directory discovery**\n\nI need to find directories, but I can’t use the ‘ls’ command. The instructions say to avoid ‘ls’ and ‘find’ but I don’t have access to a search_files tool either. I’ll have to rely on the terminal for this. Maybe I can utilize shell built-ins like 'pwd'? I think I’ll explore using git commands in a loop instead. It’s a bit tricky, but I’ll figure it out!", "finish_reason": "tool_calls", "reasoning_content": "**Figuring out directory discovery**\n\nI need to find directories, but I can’t use the ‘ls’ command. The instructions say to avoid ‘ls’ and ‘find’ but I don’t have access to a search_files tool either. I’ll have to rely on the terminal for this. Maybe I can utilize shell built-ins like 'pwd'? I think I’ll explore using git commands in a loop instead. It’s a bit tricky, but I’ll figure it out!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqChh_ljt44ii51XMNjeR7k1iPR_mhtMmgl9g2UTZYlJcm4E6QRI34W2hth06aknNEdrvK-t7nM4vYKKCftlzI_Jvy7tAPWeBppJTf4DMgcYb0Bjkr7Y9ELlsnDc70t02uZmRWr-6jA6Gn9HHkFpK2gxzNytaCWxINz199UqSuHyYEAvgW8367dbcauzbzz5GNKdAeAhYpaqK_rUK0HVsqast-hySGCMyyOfuYm5m96njLAXbI3NSvEoSARjc4BWakhzBI5lgW68-9rNFywe2MxUdRWvVXMwx7czJ9euMf11ax0ByDInihVuCdIH669JBN81Z3TSzkFWvSRfRdlahE6-bIPrUkhANCY2-rQTWTGXIXW7eW4LQQv81zUKooDxWuJ0Tfvrzd_uMHaD4oEpOk_Yz_LOsQDOaRgLWqQrcJm-gaMCr9seI_VzgnDtCIomHXQew3uHYZpxen6_PcTm8c058qjbGDWX51UNxBYGltCywJ_7FzyMALpddpt-_2DsGurhw5cPUNvHUBtKz44qWIG70ZdtRXCN-U8YMsi0muLehCBSA5aTvK47WIVP2tt4DobX2lUhBeEcAcHnT0wWqZbD6XDzZFTXVCORMtel2EPJu9PmBGW117Nwjl2QdKCsGhj7hra0SfbgyDgPfVQ8w3iwjN_ziKOBI83jmT2XBzlsyxaopwBOAdpNzZL2u3_Z_xs-ZdN0SfLUjWcTkSVtex09fHyJmZi4Ys45xkSjF-ThsXG43itcXQ5zeKJPsfuX_KHoZXKqdbqVkeBZ087TGo6dYVv0-sG8ExoP2wzzqUILjav3PtcV8q8uK14_63MzSJY25dD15oAKmqkOC78a6Mz5YlD3eq5sNM-hmtg55sTdJSzlSQqDUJ7mSCw2zgjJg_IO4KCdgsVOs6VMxgbhXDynGGmTgis4xukEeA8PIFTz3ZZnGCx2B4VGDbAAEiPXwiHU7OBa1vIDLYASu6Dgri0TRp8VHh0hWYWfoFbjBC458cSrFuZnmQaBo_bmGiVgB2RKnYlhbv6aMCo_clC8rdiJTvbJmI6CZqmJlhhWgJuulU8tE4OM0w9bt-Zm6Se4Gh-g0aahdcz7QEzfTuyc99gBkpGmWrzSA_pQnZkwPBZnTnfLiIkORa6k1nB0mMjeChZWvtZ-_Lb9s7vLPS-il_JPHFyw9jq2kG198uRUrjq2F9GjneIq5Urbx_Bj3SegsZMAAoe0hRqIjVVd2Ec4Eub6UqMGscGec7TEJ49XnTBfU-nAQZ6JkEQDnTutDZbGl7FhuxrHbjorWWQUsKjUYGw2zkWA==", "id": "rs_0f2f0b5670de95ab016a0a187c5414819184fa0a07cdfcaf2c", "summary": [ { "type": "summary_text", "text": "**Figuring out directory discovery**\n\nI need to find directories, but I can’t use the ‘ls’ command. The instructions say to avoid ‘ls’ and ‘find’ but I don’t have access to a search_files tool either. I’ll have to rely on the terminal for this. Maybe I can utilize shell built-ins like 'pwd'? I think I’ll explore using git commands in a loop instead. It’s a bit tricky, but I’ll figure it out!" } ] } ], "tool_calls": [ { "id": "call_cEshLyictAcCWTZpjrjSbjmX", "call_id": "call_cEshLyictAcCWTZpjrjSbjmX", "response_item_id": "fc_0f2f0b5670de95ab016a0a187f83e48191b38105c34626e648", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"for d in /home/agent/* /home/agent/.*; do [ -d \\\"$d/.git\\\" ] && printf '%s\\\\n' \\\"$d\\\"; done\",\"timeout\":60,\"workdir\":\"/home/agent\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_cEshLyictAcCWTZpjrjSbjmX" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqChiCshkkngbxILl28WNFFRMxyTIpR19iGvOj60a6vFPaMfnj2K6DzbCQIUb6B-xucOJXWpzUMbUJ8eNV_hGAqD8bGShITt2-N4dicSi4m0a3nEHkH6FRCD6PUVyqTwrySJv3s5BqbKaeL6EKwdOQX7hLjUpzh9DyGOLESxtv_XxhE2p5wrVBtPtmw2SNP1SnCgCdmhOUi9nqgTaK-z-k_ca9REsunDCdbeL02-aC17keJFvLl-v76p9uUPYBkccHai_zrJC-_tKm-_009-k4KIWAygRCTl0u3wL3JQ97kGIawhg3uwfqEgidFOfbbfy9mYICrAoN3rO_iRcBDj_hsIxuIRtaqd7TRpN2aAgW_mBc0HMn0aRk_91USE-PgrDG9pe4EJ96h-RjiAA2XGc7RC1J-VYIGocWRISqD1SzfO8asUu_e4tqk6fhPujnaGBcAyN4bxOxMWdH_XsRqRUVcz3KXtcbnprJBy_6LsJl-meHYdRpt0QA9G1wl8r3ynN0xMgP55fjg5NjqRnmu_6suSF4GJGWwNF8O7Fqytns2ntOEsLViLrEuDZXbK76Q6bHupSQAVkc3CEAWgcKR6xi7pcevLR5vXOiy5j3BHovoFDgZ0jrgcVOXrvlyl0tVorJWarwhVkBKzeUd1Oc_R0iXo05nV7SSqxhAr8QWGi7SpqfueUE_qIhSBqgErCjv6gLtc1SCHL4oDU5MlooafHW2VfxO23BMYkjfPu2j2wFFPxJLzyjkyMHGdIowx599VuCCi4Swc2h-xvuZgpQfzyIa39oH4vd-xWlHz0ripGRDoY8kKBiqOwUuxT0BkySzm9B1GzLx8DFl-Metpi94ecDZnBqOuy1CQn5QsqPauad8dEKjsbQIvjP-17I_iX4lgYscaTcDZRTfBvvfMAHG1Yu1SXY0T1bzeC98okguwfPtDSuoDBw22EgPZAqishnYe9asFf6yXpYUqT2IukfhWz_15mDeg==", "id": "rs_09871de29b4b59b9016a0a188137ec8191865a954478db8457", "summary": [] } ], "tool_calls": [ { "id": "call_D03dMYi83olTPWciEgmqWAdC", "call_id": "call_D03dMYi83olTPWciEgmqWAdC", "response_item_id": "fc_09871de29b4b59b9016a0a1882073c81918c5792c7a9565d69", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"git rev-parse --show-toplevel && git status --short\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/hermes-agent\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"/home/agent/.hermes/hermes-agent\", \"exit_code\": 0, \"error\": null}\n\n[Subdirectory context discovered: .hermes/hermes-agent/AGENTS.md]\n# Hermes Agent - Development Guide\n\nInstructions for AI coding assistants and developers working on the hermes-agent codebase.\n\n## Development Environment\n\n```bash\n# Prefer .venv; fall back to venv if that's what your checkout has.\nsource .venv/bin/activate # or: source venv/bin/activate\n```\n\n`scripts/run_tests.sh` probes `.venv` first, then `venv`, then\n`$HOME/.hermes/hermes-agent/venv` (for worktrees that share a venv with the\nmain checkout).\n\n## Project Structure\n\nFile counts shift constantly — don't treat the tree below as exhaustive.\nThe canonical source is the filesystem. The notes call out the load-bearing\nentry points you'll actually edit.\n\n```\nhermes-agent/\n├── run_agent.py # AIAgent class — core conversation loop (~12k LOC)\n├── model_tools.py # Tool orchestration, discover_builtin_tools(), handle_function_call()\n├── toolsets.py # Toolset definitions, _HERMES_CORE_TOOLS list\n├── cli.py # HermesCLI class — interactive CLI orchestrator (~11k LOC)\n├── hermes_state.py # SessionDB — SQLite session store (FTS5 search)\n├── hermes_constants.py # get_hermes_home(), display_hermes_home() — profile-aware paths\n├── hermes_logging.py # setup_logging() — agent.log / errors.log / gateway.log (profile-aware)\n├── batch_runner.py # Parallel batch processing\n├── agent/ # Agent internals (provider adapters, memory, caching, compression, etc.)\n├── hermes_cli/ # CLI subcommands, setup wizard, plugins loader, skin engine\n├── tools/ # Tool implementations — auto-discovered via tools/registry.py\n│ └── environments/ # Terminal backends (local, docker, ssh, modal, daytona, singularity)\n├── gateway/ # Messaging gateway — run.py + session.py + platforms/\n│ ├── platforms/ # Adapter per platform (telegram, discord, slack, whatsapp,\n│ │ # homeassistant, signal, matrix, mattermost, email, sms,\n│ │ # dingtalk, wecom, weixin, feishu, qqbot, bluebubbles,\n│ │ # yuanbao, webhook, api_server, ...). See ADDING_A_PLATFORM.md.\n│ └── builtin_hooks/ # Extension point for always-registered gateway hooks (none shipped)\n├── plugins/ # Plugin system (see \"Plugins\" section below)\n│ ├── memory/ # Memory-provider plugins (honcho, mem0, supermemory, ...)\n│ ├── context_engine/ # Context-engine plugins\n│ ├── model-providers/ # Inference backend plugins (openrouter, anthropic, gmi, ...)\n│ ├── kanban/ # Multi-agent board dispatcher + worker plugin\n│ ├── hermes-achievements/ # Gamified achievement tracking\n│ ├── observability/ # Metrics / traces / logs plugin\n│ ├── image_gen/ # Image-generation providers\n│ └── / # disk-cleanup, example-dashboard, google_meet, platforms,\n│ # spotify, strike-freedom-cockpit, ...\n├── optional-skills/ # Heavier/niche skills shipped but NOT active by default\n├── skills/ # Built-in skills bundled with the repo\n├── ui-tui/ # Ink (React) terminal UI — `hermes --tui`\n│ └── src/ # entry.tsx, app.tsx, gatewayClient.ts + app/components/hooks/lib\n├── tui_gateway/ # Python JSON-RPC backend for the TUI\n├── acp_adapter/ # ACP server (VS Code / Zed / JetBrains integration)\n├── cron/ # Scheduler — jobs.py, scheduler.py\n├── scripts/ # run_tests.sh, release.py, auxiliary scripts\n├── website/ # Docusaurus docs site\n└── tests/ # Pytest suite (~17k tests across ~900 files as of May 2026)\n```\n\n**User config:** `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys only).\n**Logs:** `~/.hermes/logs/` — `agent.log` (INFO+), `errors.log` (WARNING+),\n`gateway.log` when running the gateway. Profile-aware via `get_hermes_home()`.\nBrowse with `hermes logs [--follow] [--level ...] [--session ...]`.\n\n## File Dependency Chain\n\n```\ntools/registry.py (no deps — imported by all tool files)\n ↑\ntools/*.py (each calls registry.register() at import time)\n ↑\nmodel_tools.py (imports tools/registry + triggers tool discovery)\n ↑\nrun_agent.py, cli.py, batch_runner.py, environments/\n```\n\n---\n\n## AIAgent Class (run_agent.py)\n\nThe real `AIAgent.__init__` takes ~60 parameters (credentials, routing, callbacks,\nsession context, budget, credential pool, etc.). The signature below is the\nminimum subset you'll usually touch — read `run_agent.py` for the full list.\n\n```python\nclass AIAgent:\n def __init__(self,\n base_url: str = None,\n api_key: str = None,\n provider: str = None,\n api_mode: str = None, # \"chat_completions\" | \"codex_responses\" | ...\n model: str = \"\", # empty → resolved from config/provider later\n max_iterations: int = 90, # tool-calling iterations (shared with subagents)\n enabled_toolsets: list = None,\n disabled_toolsets: list = None,\n quiet_mode: bool = False,\n save_trajectories: bool = False,\n platform: str = None, # \"cli\", \"telegram\", etc.\n session_id: str = None,\n skip_context_files: bool = False,\n skip_memory: bool = False,\n credential_pool=None,\n # ... plus callbacks, thread/user/chat IDs, iteration_budget, fallback_model,\n # checkpoints config, prefill_messages, service_tier, reasoning_config, etc.\n ): ...\n\n def chat(self, message: str) -> str:\n \"\"\"Simple interface — returns final response string.\"\"\"\n\n def run_conversation(self, user_message: str, system_message: str = None,\n conversation_history: list = None, task_id: str = None) -> dict:\n \"\"\"Full interface — returns dict with final_response + messages.\"\"\"\n```\n\n### Agent Loop\n\nThe core loop is inside `run_conversation()` — entirely synchronous, with\ninterrupt checks, budget tracking, and a one-turn grace call:\n\n```python\nwhile (api_call_count < self.max_iterations and self.iteration_budget.remaining > 0) \\\n or self._budget_grace_call:\n if self._interrupt_requested: break\n response = client.chat.completions.create(model=model, messages=messages, tools=tool_schemas)\n if response.tool_calls:\n for tool_call in response.tool_calls:\n result = handle_function_call(tool_call.name, tool_call.args, task_id)\n messages.append(tool_result_message(result))\n api_call_count += 1\n else:\n return response.content\n```\n\nMessages follow OpenAI format: `{\"role\": \"system/user/assistant/tool\", ...}`.\nReasoning content is stored in `assistant_msg[\"reasoning\"]`.\n\n---\n\n## CLI Architecture (cli.py)\n\n- **Rich** for banner/panels, **prompt_toolkit** for input with autocomplete\n- **KawaiiSpinner** (`agent/display.py`) — animated faces during API calls, `┊` activity feed for tool results\n- `load_cli_config()` in cli.py merges hardcoded defaults + user config YAML\n- **Skin engine** (`hermes_cli/skin_engine.py`) — data-driven CLI theming; initialized from `display.skin` config key at startup; skins customize banner colors, spinner faces/verbs/wings, tool prefix, response box, branding text\n- `process_command()` is a method on `HermesCLI` — dispatches on canonical command name resolved via `resolve_command()` from the central registry\n- Skill slash commands: `agent/skill_commands.py` scans `~/.hermes/skills/`, injects as **user message** (not system prompt) to preserve prompt caching\n\n### Slash Command Registry (`hermes_cli/commands.py`)\n\nAll slash commands are defined in a central `COMMAND_REGISTRY` list of `CommandDef` objects. Every downstream consumer derives from this registry automatically:\n\n- **CLI** — `process_command()` resolves aliases via `resolve_command()`, dispatches on canonical name\n- **Gateway** — `GATEWAY_KNOWN_COMMANDS` frozenset for hook emission, `resolve_command()` for dispatch\n- **Gateway help** — `gateway_help_lines()` generat\n\n[...truncated AGENTS.md: 50,982 chars total]", "tool_call_id": "call_D03dMYi83olTPWciEgmqWAdC" }, { "role": "assistant", "content": "", "reasoning": "**Exploring user repos**\n\nI need to check if the user’s repository is the current one. The context suggests that the frontend vitest files for BudgetSetupPage might be in another repo under /home/agent, potentially hidden. I’ll need to discover it using a search. Even though using the search tool isn’t allowed, I can still use the terminal to locate the file. Let’s see how that goes!", "finish_reason": "tool_calls", "reasoning_content": "**Exploring user repos**\n\nI need to check if the user’s repository is the current one. The context suggests that the frontend vitest files for BudgetSetupPage might be in another repo under /home/agent, potentially hidden. I’ll need to discover it using a search. Even though using the search tool isn’t allowed, I can still use the terminal to locate the file. 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The context suggests that the frontend vitest files for BudgetSetupPage might be in another repo under /home/agent, potentially hidden. I’ll need to discover it using a search. Even though using the search tool isn’t allowed, I can still use the terminal to locate the file. Let’s see how that goes!" } ] } ], "tool_calls": [ { "id": "call_46gIshlFCl4nzfeaIwqNNjRh", "call_id": "call_46gIshlFCl4nzfeaIwqNNjRh", "response_item_id": "fc_09202e885a907d65016a0a188601048191b42be578af1ad3e3", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python - <<'PY'\\nimport os\\nfor root, dirs, files in os.walk('/home/agent'):\\n # skip common heavy hidden? include\\n if 'node_modules' in root or '.git' in root:\\n continue\\n if 'BudgetSetupPage.vue' in files or 'GlobalPrimeVueMigration.test.ts' in files:\\n print(root)\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_46gIshlFCl4nzfeaIwqNNjRh" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqChia8faV5V4mV7xhYx8Pfk08FmsIqpRx4BO4XGYaW-3SAbhofNgCgxtJC7N9zfDZ0t1NX8SiGB0RJWVy4VBFj6DKcMQCp7OPblU5dAWXN2mbM7ZdaO2NTSqah5Btfl2HiUEm36u6ZKenhQuqORQoGGDdHExPitscEH4CsHspH8a-MuIb4qX0lbhqkDWsvPNLjtCR9WeeqR0YYZRgozYzIyz2hdsJmdsrTOhvZlB5uSA-_elaGcLCArtc3SuHI8AYUYnHdm1IDnh944bcjJX7lYxmuTb1iLi_OP3XCx6uNkIYo2dhhsNhmGL9slHePldcWUezUtQZFqgVXLeq2BHViCBvR4anaF0pdfEMOdz6xDwuXxLQsGcZUpVPrDTQ5-XrfK2_KilaKKrWcA-Q9uSRMQOq7ImSEy0UkbBrThV2LITWb_QjvxWtl2jyy2C8K6-2Mot1FOKnwuboguNBT8m-tKEmcjNl7Qt4Vn3wcYeDspMub82CGtMm1NEtrHuaiYaGiipnLFdxQddwR6Wr-GMKLjYeDM8amr8amP4ZdAYYJIS0e123QOI0qwEVMNshU_P4toC_hEbwWCRxNsNxF4PWTbpBHDhqs_AWVTX7o2vZPf6yX3tPrvjcyRWSfVCuoWEScTizBjELxsHRgzyyw1PSzcJ3CW3vbw8p1MrX7ppNqjYc5vwBG34PBKmJSk4nzAnVMV7LaVaDBc0YunXi-Rx-b8J74x1oOQ9eEHet8u-e8hmdiemSgpcI38DD49bD9cmMSey398zcXsWZ6AowHlg7xBmF_vuI70rvPy3eb8wEfAA0rOzk0pivDJAAIbJg-mK7ZM1Xk2T6feKokTax-8ZtlR7IjbcI4MVmLi6bO3lPYO5VYgbdNWUhv28jzWRBU1q90q3g4IM8WxCAoXKUh42IXGMSDej7a7zdUCsPaBf6m327o_nRuVz3XBC59vVEtMOekWI-U7wftZSHz5ecYwg-qjny_v-ZVRMsi77Nsn9yLcqyt5QE4eS8yGdz5RDnZ_H3cysv", "id": "rs_0b1756bea0d4535a016a0a1899b4bc8191bc7599341cb0949e", "summary": [] } ], "tool_calls": [ { "id": "call_ZvUzvhmZafkxgMrxrf52f846", "call_id": "call_ZvUzvhmZafkxgMrxrf52f846", "response_item_id": "fc_0b1756bea0d4535a016a0a189a899c8191b95a1c8bd80a0825", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"git rev-parse --show-toplevel && git status --short && git diff --stat\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"/home/agent/.hermes/repos/FinanceManager\\n M frontend/src/components/AllocationBars.vue\\n M frontend/src/components/EmptyState.vue\\n M frontend/src/components/LocalDataStatus.vue\\n M frontend/src/components/PositionTable.vue\\n M frontend/src/components/SummaryCard.vue\\n M frontend/src/pages/BudgetAccountsPage.vue\\n M frontend/src/pages/BudgetCategoriesPage.vue\\n M frontend/src/pages/BudgetCategoryAssignmentPage.vue\\n M frontend/src/pages/BudgetIncomePage.vue\\n M frontend/src/pages/BudgetRulesPage.vue\\n M frontend/src/pages/BudgetSetupPage.vue\\n M frontend/src/pages/BudgetStatusPage.vue\\n M frontend/src/pages/CommandCenter.vue\\n M frontend/src/pages/GlobalPrimeVueMigration.test.ts\\n M frontend/src/pages/PositionAddPage.test.ts\\n M frontend/src/pages/PositionAddPage.vue\\n M frontend/src/style.css\\n?? docs/frontend/primevue-light-theme-guidelines.md\\n frontend/src/components/AllocationBars.vue | 4 ++--\\n frontend/src/components/EmptyState.vue | 2 +-\\n frontend/src/components/LocalDataStatus.vue | 4 ++--\\n frontend/src/components/PositionTable.vue | 2 +-\\n frontend/src/components/SummaryCard.vue | 2 +-\\n frontend/src/pages/BudgetAccountsPage.vue | 2 +-\\n frontend/src/pages/BudgetCategoriesPage.vue | 14 ++++++-------\\n .../src/pages/BudgetCategoryAssignmentPage.vue | 6 +++---\\n frontend/src/pages/BudgetIncomePage.vue | 8 ++++----\\n frontend/src/pages/BudgetRulesPage.vue | 4 ++--\\n frontend/src/pages/BudgetSetupPage.vue | 8 ++++----\\n frontend/src/pages/BudgetStatusPage.vue | 8 ++++----\\n frontend/src/pages/CommandCenter.vue | 4 ++--\\n frontend/src/pages/GlobalPrimeVueMigration.test.ts | 23 +++++++++++++++++++++-\\n frontend/src/pages/PositionAddPage.test.ts | 13 ++++++++++++\\n frontend/src/pages/PositionAddPage.vue | 16 ++++++++++-----\\n frontend/src/style.css | 23 ++++++++++++++++++++++\\n 17 files changed, 103 insertions(+), 40 deletions(-)\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_ZvUzvhmZafkxgMrxrf52f846" }, { "role": "assistant", "content": "", "reasoning": "**Reviewing diffs**\n\nI need to review the differences in the code, specifically by using the git diff tool. It’s crucial to inspect the changes relevant to the task at hand. This way, I can identify what’s been modified and ensure everything aligns with what I expect. I want to capture all the necessary insights from the diffs to proceed effectively. It’s all about making sure I’m aware of any critical updates!", "finish_reason": "tool_calls", "reasoning_content": "**Reviewing diffs**\n\nI need to review the differences in the code, specifically by using the git diff tool. It’s crucial to inspect the changes relevant to the task at hand. This way, I can identify what’s been modified and ensure everything aligns with what I expect. I want to capture all the necessary insights from the diffs to proceed effectively. 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It’s crucial to inspect the changes relevant to the task at hand. This way, I can identify what’s been modified and ensure everything aligns with what I expect. I want to capture all the necessary insights from the diffs to proceed effectively. It’s all about making sure I’m aware of any critical updates!" } ] } ], "tool_calls": [ { "id": "call_GKBFoQkj6goWNq8VXfWuR7xT", "call_id": "call_GKBFoQkj6goWNq8VXfWuR7xT", "response_item_id": "fc_0ceaa0b796ad1e93016a0a189f0458819199ece94751069aef", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"git diff -- frontend/src/pages/BudgetSetupPage.vue frontend/src/pages/GlobalPrimeVueMigration.test.ts frontend/src/style.css frontend/src/pages/PositionAddPage.vue frontend/src/pages/PositionAddPage.test.ts\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"diff --git a/frontend/src/pages/BudgetSetupPage.vue b/frontend/src/pages/BudgetSetupPage.vue\\nindex 90a9469..94da4ab 100644\\n--- a/frontend/src/pages/BudgetSetupPage.vue\\n+++ b/frontend/src/pages/BudgetSetupPage.vue\\n@@ -25,7 +25,7 @@\\n \\n \\n

{{ message }}

\\n-
{{ bulkPreview.summary }} · Anzahl: {{ bulkPreview.count }}
\\n+
{{ bulkPreview.summary }} · Anzahl: {{ bulkPreview.count }}
\\n \\n \\n \\n@@ -34,11 +34,11 @@\\n
\\n

Unclean Ranges manuell prüfen

\\n
\\n-
\\n+
\\n \\n-
\\n+
\\n

Quelle/Sheet: {{ item.source_sheet }}

\\n

Zeile/Bereich: {{ item.source_row_or_range || '—' }}

\\n

Erkannter Grund: {{ item.notes || 'Struktur nicht eindeutig' }}

\\n@@ -129,5 +129,5 @@ onMounted(load)\\n \\n \\n \\ndiff --git a/frontend/src/pages/GlobalPrimeVueMigration.test.ts b/frontend/src/pages/GlobalPrimeVueMigration.test.ts\\nindex 95c9952..ac62eb6 100644\\n--- a/frontend/src/pages/GlobalPrimeVueMigration.test.ts\\n+++ b/frontend/src/pages/GlobalPrimeVueMigration.test.ts\\n@@ -54,6 +54,19 @@ const sharedComponents = [\\n 'ErrorState.vue',\\n ]\\n \\n+const contrastSensitiveComponents = [\\n+ 'components/AllocationBars.vue',\\n+ 'components/PositionTable.vue',\\n+ 'components/SummaryCard.vue',\\n+ 'components/EmptyState.vue',\\n+ 'components/LocalDataStatus.vue',\\n+ 'components/DetailDrawer.vue',\\n+]\\n+\\n+const lowContrastClasses = /text-slate-100|text-slate-200|text-slate-300|text-white|text-gray-100|text-amber-100|text-cyan-100|text-emerald-100|text-rose-100/\\n+const darkSurfaceClasses = /bg-slate-950|bg-slate-900|bg-gray-900|border-slate-800|border-gray-800/\\n+const rawLowContrastStyles = /rgb\\\\(15 23 42|rgb\\\\(207 250 254\\\\)|rgb\\\\(203 213 225\\\\)|rgb\\\\(254 202 202\\\\)|rgb\\\\(167 243 208\\\\)/\\n+\\n describe('Global PrimeVue migration v1', () => {\\n it('uses a light app shell and user navigation without terminal-dark classes', () => {\\n const appLayout = read('components/AppLayout.vue')\\n@@ -88,7 +101,15 @@ describe('Global PrimeVue migration v1', () => {\\n \\n it('removes old dark user-dashboard styling from migrated user pages', () => {\\n for (const page of primePages) {\\n- expect(read(page), page).not.toMatch(/bg-slate-950|bg-slate-900|text-slate-100|border-slate-800/)\\n+ expect(read(page), page).not.toMatch(darkSurfaceClasses)\\n }\\n })\\n+\\n+ it('removes low-contrast light text from user pages and shared finance components', () => {\\n+ for (const file of [...primePages, ...contrastSensitiveComponents]) {\\n+ expect(read(file), file).not.toMatch(lowContrastClasses)\\n+ expect(read(file), file).not.toMatch(rawLowContrastStyles)\\n+ }\\n+ })\\n+\\n })\\ndiff --git a/frontend/src/pages/PositionAddPage.test.ts b/frontend/src/pages/PositionAddPage.test.ts\\nindex 9e122d3..f5b4367 100644\\n--- a/frontend/src/pages/PositionAddPage.test.ts\\n+++ b/frontend/src/pages/PositionAddPage.test.ts\\n@@ -20,6 +20,19 @@ describe('PositionAddPage v1.2.2 reliability', () => {\\n vi.mocked(confirmPosition).mockReset()\\n })\\n \\n+ it('renders a clear seven-step PrimeVue-style wizard shell before provider actions', async () => {\\n+ const wrapper = mount(PositionAddPage)\\n+ await flushPromises()\\n+ const wizard = wrapper.get('[data-test=\\\"position-wizard-steps\\\"]')\\n+ expect(wizard.text()).toContain('1. Assettyp wählen')\\n+ expect(wizard.text()).toContain('2. Suchen / manuell anlegen')\\n+ expect(wizard.text()).toContain('3. Depot/Konto/Wallet wählen')\\n+ expect(wizard.text()).toContain('4. Menge/Betrag/Datum')\\n+ expect(wizard.text()).toContain('5. FX/Preisstatus')\\n+ expect(wizard.text()).toContain('6. Zusammenfassung prüfen')\\n+ expect(wizard.text()).toContain('7. Final hinzufügen')\\n+ })\\n+\\n it('uses API asset classes, hides raw provider warnings when candidates exist, and shows rich review facts', async () => {\\n vi.mocked(providerSearchInstruments).mockResolvedValue({\\n selection_required: false,\\ndiff --git a/frontend/src/pages/PositionAddPage.vue b/frontend/src/pages/PositionAddPage.vue\\nindex 5a4176f..057a517 100644\\n--- a/frontend/src/pages/PositionAddPage.vue\\n+++ b/frontend/src/pages/PositionAddPage.vue\\n@@ -1,6 +1,11 @@\\n