{ "session_id": "20260524_181453_ccd5ec", "model": "gpt-5.5", "base_url": "https://chatgpt.com/backend-api/codex", "platform": "telegram", "session_start": "2026-05-24T18:14:53.100052", "last_updated": "2026-05-24T18:24:53.489017", "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 (6.17.0-29-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 24, 2026 06:14 PM\nModel: gpt-5.5\nProvider: openai-codex", "tools": [ { "type": "function", "function": { "name": "browser_back", "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.", "parameters": { "type": "object", "properties": {} } } }, { "type": "function", "function": { "name": "browser_click", "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.", "parameters": { "type": "object", "properties": { "ref": { "type": "string", "description": "The element reference from the snapshot (e.g., '@e5', '@e12')" } }, "required": [ "ref" ] } } }, { "type": "function", "function": { "name": "browser_console", "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.", "parameters": { "type": "object", "properties": { "clear": { "type": "boolean", "default": false, "description": "If true, clear the message buffers after reading" }, "expression": { "type": "string", "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'" } } } } }, { "type": "function", "function": { "name": "browser_get_images", "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.", "parameters": { "type": "object", "properties": {} } } }, { "type": "function", "function": { "name": "browser_navigate", "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.", "parameters": { "type": "object", "properties": { "url": { "type": "string", "description": "The URL to navigate to (e.g., 'https://example.com')" } }, "required": [ "url" ] } } }, { "type": "function", "function": { "name": "browser_press", "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.", "parameters": { "type": "object", "properties": { "key": { "type": "string", "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')" } }, "required": [ "key" ] } } }, { "type": "function", "function": { "name": "browser_scroll", "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.", "parameters": { "type": "object", "properties": { "direction": { "type": "string", "enum": [ "up", "down" ], "description": "Direction to scroll" } }, "required": [ "direction" ] } } }, { "type": "function", "function": { "name": "browser_snapshot", "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.", "parameters": { "type": "object", "properties": { "full": { "type": "boolean", "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.", "default": false } } } } }, { "type": "function", "function": { "name": "browser_type", "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.", "parameters": { "type": "object", "properties": { "ref": { "type": "string", "description": "The element reference from the snapshot (e.g., '@e3')" }, "text": { "type": "string", "description": "The text to type into the field" } }, "required": [ "ref", "text" ] } } }, { "type": "function", "function": { "name": "browser_vision", "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA: in your response. Requires browser_navigate to be called first.", "parameters": { "type": "object", "properties": { "question": { "type": "string", "description": "What you want to know about the page visually. Be specific about what you're looking for." }, "annotate": { "type": "boolean", "default": false, "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout." } }, "required": [ "question" ] } } }, { "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": 13, "messages": [ { "role": "user", "content": "Research public evidence and expert commentary on what content formats currently perform well on TikTok/YouTube Shorts/Instagram Reels, especially trends, retention mechanics, hooks, and follower conversion. Return concise cited findings with URLs and practical implications for an approval-first AI content machine." }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqEyQAmKEyYO-yAnw61mOM1t4KYyz8G9wTQAb3BaBgv2m1ml6RRqvrh51lICyXjdrGv3V0DKg02rH-mT-QPb8eJYMvyaarv6m3ope-ykhSkPPplPco-oIJyDujSRtfAXyYVaQcN_qHDxXSLSYJ9_che5Sl62U7ZNaxLLvjZwJ3IPeY6fqlqsW5ai_dDrRmrOu35MlquXLls7EpkkWGmeWYH19DjXgmsT-62Y3r_YO4f2VuTZnhuQCFu2G2QPKfpC_UJ4HQjFeLX7vG5zYknk1ERE8dG9GwOF6wCim_9e5CaV55AgK2ElHYwhKtFE8-jblLUqgr7HdfSdfc9eY8Ba-1aqhCBykprxbDOEakPSzEkwM06fCRMsqRFMKHwemAEurQN8GaPYpM-nRFn9EtG2RsK-9-FQpsKZ0GzXIrLpmXSyv-JKP_tJDZHF7BoZNSvnboArLAmcVdHNxVmU6_lN2q601iLqiO3Yr-XQa4pOFgwR3Dh3RRduZjfV9URHiw-DxYOKW_Bka22Q_SifPLWMA2EF3XBT_9H1P2vQqd_ZkaT5ZfGRip4yf3KpgMLj5PmolRN0ewhXEYO3o3L2KihFaYV8J7LEZojZTUpgiAnngBygWkCobbBTUPvWFbjP_tkfCGrO6CwUREVMkxLnM8h-o0ihkq25JvMVUhnitoKPwYWXrTPpoRWxOKl5aa1TR9mXr4HATQKkrWC0t8K4I18aGy-9IJ__L0uG9ioV8Ar-sEX76BqxVkVP7P-EoZbzPgQxT6hqYNlg8h_iuPCt7Ldr7tuSs-CyYCf05bvIGu--GHjMbZdfTn74Bl_Dkt3ZagDU31yQL-gGW9cbi7zOfy70p7sNcthKtTBw8JeI9VKj6KjTysPn1xB2O1F5D2S2X1SxrvpRJINYTm4Kh2gAKMtRJDEmButm0KM3D_7pIhSybb4qurHCQdANxA58yh_nIM63Z6-kVaS14WBIyS0NtJg7LbcfNsd65cTIUl-AuLkdfC_cM2u-0X6IywCYuMX9ZyuQdgEjDe85c-nIvzGuHP07HcExO-YzEvRm5l5Tsnogt9m9_xbxPlgySvoG4Ra54mMDO00xdzwlfcAjyzvVuqh-S0-c8msb6RSvo9Ts317TrLJ3Fq0gC2d380fF5vXly6HBfzW6RZ6t1CoyNXkPyV3BrOSGhVBEkLlqSQAJC4fiZicEPSbdVT0eNxrPfPRvuil00RGkwlsqtiVcaTMQd72OGCZPYVhCaTNxBXQolDJR0YCl9gyzBg2nNttXfmNd4pB0XKRu87FnSoLudE2RE1F7wBdIAl5CYa9pB4C8gi64zp5j3kmoY5Zs9zKNBUn9g7Aqaei82Noblbcsp_hASp1JjxVxu2jujfIJ3gXIRxpztGRknAFtCVnnU9YO4zsszY4WGFPKRk8wLyD0c5-JPLQXsjSbskkXVXAXhowkYL5Ul8nODiocOZ5ARi3umg0QWhjqYAVcUCp8JbT7srtiYoJp26jl6MMPf8Yz_ThzwPc3LZ2pBT3lHAc4ve3CUWY7C6Sd2TA81i", "id": "rs_0af773c68d0d0458016a1323fe30208191bf6910f7cfc64147", "summary": [] } ], "tool_calls": [ { "id": "call_25wGJBGjZAlHJCbiKszGfmxo", "call_id": "call_25wGJBGjZAlHJCbiKszGfmxo", "response_item_id": "fc_0af773c68d0d0458016a13240055408191abdaf7a15fa983d2", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\":\"https://www.google.com/search?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study\"}" } } ] }, { "role": "tool", "name": "browser_navigate", "content": "{\"success\": true, \"url\": \"https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D2025%2Bshort-form%2Bvideo%2Bretention%2Bhooks%2BTikTok%2BYouTube%2BShorts%2BInstagram%2BReels%2Bstudy%26sei%3DAiQTaqTYAeCN9u8Pmc3T6A0&q=EgQfCoqVGILIzNAGIjA4C3XRyJZ5_-qWRQ_qlDv3OHcskPxJDJI0klAJ14Y2yU29_KdFc4gQfRfrkFZCGecyAVJaAUM\", \"title\": \"https://www.google.com/search?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study&sei=AiQTaqTYAeCN9u8Pmc3T6A0\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \"- link \\\"Warum?\\\" [ref=e1]\\n- generic\\n - StaticText \\\"IP-Adresse: 31.10.138.149\\\"\\n - StaticText \\\"Uhrzeit: 2026-05-24T16:14:58Z\\\"\\n - StaticText \\\"URL: https://www.google.com/search?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study&sei=AiQTaqTYAeCN9u8Pmc3T6A0\\\"\", \"element_count\": 1}", "tool_call_id": "call_25wGJBGjZAlHJCbiKszGfmxo" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqEyQHPdlJEiwkh9BkJ3SlK94RgvoiXl0nKJ72sNUgs1qQhqHO-XJHKE_P7HMMWvVcB7PsSlya6EuRDCyNZJ61Unzgp3xqV1EuPEyHFkoBZyGwyJ7hRSt9aaFjHtUXsJ0WODo6msr_TIukPd0A1IC8-1wEJCSD1yYNpK4O_HWkdUMmTL91BDbbStdWR9Q_GrNjqDM6E-2iVLBtxtSa5edDvawATG3syz5S73wYwcH1Ds8FU3qKV0oI5dytUgWt7bBYn8vJWgyTNAj4Ot9nmMb7AeEASxF6Ki2y0PdaxAWkvSaMGyxWzFozKaOVyWlREetL6bTCCfnMrSBqrV1IEn8Ug6SzgxI0EfpTl-JNCSls3JnEF94TEZ4tQtAyyIpLsnhma9KljgO2ovncsjxDuowuy2f6CgTf7vkFZI9LP4vuD4CCXSsiYm4V_qFZYGrxOQ8kO6O_ZrDqKkTuNpmKoC-lP1W7DzBiz_rRi8XHisovFWRui8i5dXUKQVxplfsGZMh8srRVtNZcGmU4d6u-TU8_u3subauo6PxrZUa9KWqsAUNOuC00aCiccZn27zt7oXOCQIZeLlhqLGFzl_eZhe189eZTC3n08LKmU9zAXHf22LJuoDKhqweho0YPtRJuatYaJeOWa4J1kf4rnnDaoLnR1APJhPRdeA0kiYyXdHCwYZ71G9ANBV866a68-3VKWbPLPzjhQCz3SrHFUCyk7W1G7CjD7dHiMdZmeeAxybYeUx0mBbf1bwglKwoN92pHP_91m7J1cZOXTcGQTAqoieaIjl7wYczftpdT6GpreDQQVQ3T1nouDe3vRYK3joi15YSXYzaEiSxjOHzklgGSAIb7WNPNuI4fTAKta9bEC88pTgUP1PkXWenwHnVaxBTGwffMT3xPvweSJ3DTQrdaqWzClIExz7ZKzYIywD-GncokmMIytflUUqH-JLE5zLqVjKzFET4Y", "id": "rs_073cc5f558558f4d016a13240663ec8191aff00a4d6f0f59d6", "summary": [] } ], "tool_calls": [ { "id": "call_XNXhTEYEDeptXUw5V0zPUn2A", "call_id": "call_XNXhTEYEDeptXUw5V0zPUn2A", "response_item_id": "fc_073cc5f558558f4d016a13240765088191baf765ceb837d1f2", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\":\"https://www.bing.com/search?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study\"}" } } ] }, { "role": "tool", "name": "browser_navigate", "content": "{\"success\": true, \"url\": \"https://www.bing.com/search?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study\", \"title\": \"2025 short-form video retention hooks TikTok YouTube Shorts Instagram Reels study - Suchen\", \"snapshot\": \"- generic\\n - banner\\n - button \\\"Weiter zum Inhalt\\\" [ref=e1]\\n - StaticText \\\"Weiter zum Inhalt\\\"\\n - button \\\"Feedback zur Barrierefreiheit\\\" [ref=e2]\\n - StaticText \\\"Feedback zur Barrierefreiheit\\\"\\n - generic\\n - link \\\"Zurück zur Bing-Suche\\\" [ref=e4]\\n - heading \\\"Zurück zur Bing-Suche\\\" [level=1, ref=e7]\\n - search\\n - generic\\n - generic [ref=e16] clickable [cursor:pointer]\\n - button \\\"Suche\\\" [ref=e17]\\n - searchbox \\\"Geben Sie hier Ihre Suche ein – Während Sie tippen, werden Suchvorschläge angezeigt\\\" [ref=e8]: 2025 short-form video retention hooks TikTok YouTube Shorts Instagram Reels study\\n - button \\\"Mit einem Bild suchen\\\" [ref=e18]\\n - complementary \\\"Konto-Prämien und -Einstellungen\\\"\\n - button \\\"Microsoft Rewards\\\" [expanded=false, ref=e5]\\n - link \\\"Anmelden\\\" [ref=e6]\\n - navigation \\\"Suchfilter\\\" [ref=e3]\\n - list\\n - listitem [level=1]\\n - link \\\"ALLE\\\" [ref=e9]\\n - listitem [level=1]\\n - link \\\"SUCHEN\\\" [ref=e10]\\n - listitem [level=1]\\n - link \\\"BILDER\\\" [ref=e11]\\n - listitem [level=1]\\n - link \\\"VIDEOS\\\" [ref=e12]\\n - listitem [level=1]\\n - link \\\"KARTEN\\\" [ref=e13]\\n - listitem [level=1]\\n - link \\\"NEUIGKEITEN\\\" [ref=e14]\\n - listitem [level=1]\\n - button \\\"MEHR\\\" [ref=e15]\", \"element_count\": 18}", "tool_call_id": "call_XNXhTEYEDeptXUw5V0zPUn2A" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "tool_calls": [ { "id": "call_Bwi4Z1mjSZkvWPxFzDZG5HWn", "call_id": "call_Bwi4Z1mjSZkvWPxFzDZG5HWn", "response_item_id": "fc_0315074d0badc76e016a13240b87e08191a366ea41f6692bcc", "type": "function", "function": { "name": "browser_snapshot", "arguments": "{\"full\":true}" } } ] }, { "role": "tool", "name": "browser_snapshot", "content": "{\"success\": true, \"snapshot\": \"- generic\\n - banner\\n - button \\\"Weiter zum Inhalt\\\" [ref=e1]\\n - StaticText \\\"Weiter zum Inhalt\\\"\\n - button \\\"Feedback zur Barrierefreiheit\\\" [ref=e2]\\n - StaticText \\\"Feedback zur Barrierefreiheit\\\"\\n - generic\\n - link \\\"Zurück zur Bing-Suche\\\" [ref=e4]\\n - heading \\\"Zurück zur Bing-Suche\\\" [level=1, ref=e7]\\n - image\\n - search\\n - generic\\n - generic [ref=e18] clickable [cursor:pointer]\\n - button \\\"Suche\\\" [ref=e19]\\n - searchbox \\\"Geben Sie hier Ihre Suche ein – Während Sie tippen, werden Suchvorschläge angezeigt\\\" [ref=e8]: 2025 short-form video retention hooks TikTok YouTube Shorts Instagram Reels study\\n - StaticText \\\"2025 short-form video retention hooks TikTok YouTube Shorts Instagram Reels study\\\"\\n - button \\\"Mit einem Bild suchen\\\" [ref=e20]\\n - complementary \\\"Konto-Prämien und -Einstellungen\\\"\\n - button \\\"Microsoft Rewards\\\" [expanded=false, ref=e5]\\n - generic\\n - StaticText \\\"Rewards\\\"\\n - image\\n - link \\\"Anmelden\\\" [ref=e6]\\n - navigation \\\"Suchfilter\\\" [ref=e3]\\n - list\\n - listitem [level=1]\\n - link \\\"ALLE\\\" [ref=e9]\\n - listitem [level=1]\\n - link \\\"SUCHEN\\\" [ref=e10]\\n - image\\n - StaticText \\\"SUCHEN\\\"\\n - listitem [level=1]\\n - link \\\"BILDER\\\" [ref=e11]\\n - listitem [level=1]\\n - link \\\"VIDEOS\\\" [ref=e12]\\n - listitem [level=1]\\n - link \\\"KARTEN\\\" [ref=e13]\\n - listitem [level=1]\\n - link \\\"NEUIGKEITEN\\\" [ref=e14]\\n - listitem [level=1]\\n - button \\\"MEHR\\\" [ref=e15]\\n - image\\n - StaticText \\\"MEHR\\\"\\n - contentinfo\\n - list\\n - listitem [level=1]\\n - link \\\"Datenschutz\\\" [ref=e16]\\n - listitem [level=1]\\n - link \\\"Bedingungen\\\" [ref=e17]\", \"element_count\": 20}", "tool_call_id": "call_Bwi4Z1mjSZkvWPxFzDZG5HWn" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqEyQNlnZ-Z60lpjkq4vDKKeg4cA8RGlsyjqiDQtxeFjG-yOrbzi0rCEi514Ziyrd3hMq7IFB-aBul1CzzieJhKXaxrqxRkL6I3PPuZnIOxxdNpUBxfCTZjH0PkvtG82iaK_BexOe5RdA_j5moXAHifWxKGFc9jKaHKp1LwT8T3Odj2Z-7LdZUOH4xVsI8a7-KiMQfVYeXur_rM-yT7XHBxdD0qylaTKavmoyrOs6wWmDcsJ3PEMUZXeF4nIthcYZhc64RcdOQXiSf4TK9aRVzLJA5UtfVCHJ-d9UhthzTFi3_TDnSOCWCwvzGGvFEtNsTEGBrKFI-86RNeI-tAaJfCxwVZVjq-vBjaJfw-5i84gLiEXxOnsfvbEeUzbcxEZfEuOrqMKTfvQWmWgvlyCyyocqRJHC-9Xj3VvVP5Mqs50qC51P6sMBuT7VdFRkpCBmth4bDiFJpidOUBr_J6nml22K5Kvsw-LDOI8qVD0m7PYbbAtGLXcHkHcR2xTkFdLb4viCb2H4Og0wxwQK5hRyBeAjPgRRYn_ing3NPjQiwQ61r_3Jaz_uxlZFx2MpIerdl3WUoaYUKzC7yhAbAXeQn-vyLhbn1s8w2nwusKNTfUHRgs3AmeoATYKRgJ0BY_pNIXaS5zl6XI3w7rYG_kPMWEhmWjYKtZ9wVMzioQlgaPA_GsTblXQMLwKo48K1eQPrw7yYKdtywv81vwpRF9LBlfMv4dYsFi6kaqFb7Df_lOpZbSSRN4Q_I0it6QrbSYdtQbdYLL3PMNXdfljInZ5PhLZyH0e0McrBL6cK2YoAzUrZJWnGzRcKUCSQcsxwcRRpK75avQeYHPNP-ho8SIjW6ndx7g315pRndCM8c6zZ_HcanNz5qVhgd0UzoaosqbDwW8a5aEAYTarf59Tdtd4QXeDR3MUeQMxXP4tDAWOujKXZ_gulHHd0dxVQe3iRRExcPoIhJP8irGNzvDuLc4mL_dGdrY1sXdSkkKBuW1zt2xcIVQTOQs62gn7EP80HRfo8a89gu", "id": "rs_0dbf9f06b0f2ba86016a13240d1a848191acb5fd2be494cf08", "summary": [] } ], "tool_calls": [ { "id": "call_VDpIymUyWcZTweqvV5XDGqy0", "call_id": "call_VDpIymUyWcZTweqvV5XDGqy0", "response_item_id": "fc_0dbf9f06b0f2ba86016a13240dc6308191ad3b89784c013901", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests, bs4\\nurl='https://duckduckgo.com/html/?q=2025+short-form+video+retention+hooks+TikTok+YouTube+Shorts+Instagram+Reels+study'\\nhtml=requests.get(url,headers={'User-Agent':'Mozilla/5.0'},timeout=20).text\\nprint(html[:500])\\nprint(len(html))\\nPY\"}" } } ] }, { "role": "tool", "name": "terminal", "content": "{\"output\": \"\\n\\n\\n\\n\\n\\n\\n @youtubecreators @ YouTube is introducing 2 new metrics for Shorts in YouTube Analytics: \\\"Shown in Feed\\\" and \\\" Viewed ( vs . swiped away )\\\". The goal of this launch is to help Shorts creators better understand your performance.

Prior to this launch, you were able to see your \\\"thumbnail impression\\\" rate, however, this did not allow you to understand if a short ...\\n- What's a good \\\"viewed\\\" vs \\\"swiped-away\\\" rate on YouTube shorts? - Reddit | //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.reddit.com%2Fr%2Fyoutubers%2Fcomments%2F11o1lk0%2Fwhats_a_good_viewed_vs_swipedaway_rate_on_youtube%2F&rut=42a3aa9e75929ba0a8607c593c051b46c1369fafdbaa8a1ecf01df470561e0e8 | I don't think there is a rhyme or reason to shorts and the algorithm for them. I published 3 shorts this week. My best one analytically has a 70% viewed vs 30% swiped , a 148% average percent viewed on a 26 second video and YouTube has shown it in the feed a whopping 444 times in 4 days with 345 views....\\n\\nQUERY Instagram Reels best practices recommendation original content retention\\n- 8 Essential Instagram Reels Best Practices for 2025 - revid.ai | //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.revid.ai%2Fblog%2Finstagram%2Dreels%2Dbest%2Dpractices&rut=63c491b8bbc140328d4b9911aae3440257e3987af4c167e6f4c853fbcbcfe283 | Dominate the algorithm with our top Instagram Reels best practices . Learn actionable tips for hooks, audio, hashtags, and more to boost your reach in 2025.\\n- Instagram Reels Length Guide 2025: Best Practices for Engagement - LinkedIn | //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.linkedin.com%2Fpulse%2Finstagram%2Dreels%2Dlength%2Dguide%2D2025%2Dbest%2Dpractices%2Damuwe&rut=0b6a9d4bae11957e6983533e46d62eb54e1a3dabacb22732ac0b0476b9cdd0d3 | Instagram Reels have become a dominant content format, offering creators and brands a chance to increase visibility and engagement. Understanding Instagram Reels length and its impact on reach can ...\\n- Instagram Reels Best Practices 2026: The Ultimate Strategy Guide | //duckduckgo.com/l/?uddg=https%3A%2F%2Ftemplify.ai%2Fblog%2Finstagram%2Dreels%2Dbest%2Dpractices%2F&rut=ed7923bf8243a18f4b041988159223171b4927944992fa08511500a1eece4319 | Master the algorithm with our top Instagram Reels best practices . Learn how Reels work, trending strategies, and how to create viral content fast using Templify.\\n- 17+ Proven Instagram Reels Best Practices for 2025 | //duckduckgo.com/l/?uddg=https%3A%2F%2Fusevisuals.com%2Fblog%2Finstagram%2Dreels%2Dbest%2Dpractices%2D2025&rut=31aebd65e8ace521e1709160890031d3d8b2d2e0badbb1dfcd4cfecf384f0f37 | Discover proven Instagram Reels best practices for 2025. Explore expert tips on creation, optimization, and analytics to boost your engagement.\\n- Instagram Reels guide: specs, algorithm, and growth - Later | //duckduckgo.com/l/?uddg=https%3A%2F%2Flater.com%2Fblog%2Finstagram%2Dreels%2F&rut=5fafb85ff3f771d85a75b58b0fa38a995a06b3526c5bd9b4299790fbe9ba3f2e | TL;DR Instagram Reels are short-form videos (up to 20 minutes, though under 3 minutes performs best for new audience reach) that drive significantly higher engagement than standard video posts Create Reels directly in the Instagram app using templates, effects, and trending audio, or schedule Reels in advance from desktop using Later Instagram algorithm prioritizes entertaining, original ...\\n\\nQUERY TikTok What to post trend report 2025 creative codes\\n- PDF 2025 Trend Report - TikTok Ads | //duckduckgo.com/l/?uddg=https%3A%2F%2Fads.tiktok.com%2Fbusiness%2Flibrary%2FTikTok_Whats_Next_2025_Trend_Report_en_AUNZ.pdf&rut=8901a72d497a422966e67889efd1a30d2745beedd90e6a952f24190a692f2bab | For this trend report , we will focus on our longer-term trends , Trend Forces and Signals, that will shape 2025 . Check out Year on TikTok 2024 as we scroll back to the year's most memorable trends , creators and moments with our community. Want to learn more about Trends ?\\n- 2025 TikTok Trend Report: What Brands & Creators Must Know | //duckduckgo.com/l/?uddg=https%3A%2F%2Fcommentgrid.com%2Fblog%2F2025%2Dtiktok%2Dtrend%2Dreport%2Dwhat%2Dbrands%2Dcreators%2Dmust%2Dknow&rut=d5b7f2e5ff2294a3a43ae3edd0bdc686d6df82c70be103c1f8baa02d8467c30d | A detailed TikTok trend report based on 4.2M posts (Jan-Nov 2025 ). Includes macro behaviour shifts, format benchmarks, category playbooks, influencer engagement, paid strategies, and 2026 content planning.\\n- TikTok Creative Trends 2025 | Boost Brand Success with Strategy | //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.influencers%2Dtime.com%2Funlock%2D2025%2Dtiktok%2Dtrends%2Dcreative%2Dstrategies%2Dfor%2Dbrands%2F&rut=891bea00c5335038c6a90fb1853143e6ba582629e6e0bf52ef264b7a56ed66f9 | TikTok creative trends brands need to leverage stand at the heart of every winning marketing strategy on the world's fastest-growing platform. Understanding these trends is vital for brand visibility and engagement in 2025 . Ready to unlock the most effective TikTok creative strategies and discover how to stay ahead of your competition? Dive into these transformative insights and best ...\\n- TikTok What's Next 2025 Trend Report - ChannelX | //duckduckgo.com/l/?uddg=https%3A%2F%2Fchannelx.world%2F2025%2F01%2Ftiktok%2Dwhats%2Dnext%2D2025%2Dtrend%2Dreport%2F&rut=71e5da353016bbb116e1dd7ddb20308cfb143bcd4258fe3da2baa35c8ce06050 | TikTok What's Next 2025 Trend Signals The TikTok What's Next 2025 report zeroes in on the most impactful and sustainable trends , which TikTok refers to as Trend Signals. These signals reflect evolving content patterns that highlight emerging behaviors and interests. Brands can tap into these patterns to shape a forward-looking content strategy.\\n- TikTok Year in Review 2025 | The FYP Report - newengen.com | //duckduckgo.com/l/?uddg=https%3A%2F%2Fnewengen.com%2Finsights%2Ftiktok%2Dyear%2Din%2Dreview%2D2025%2F&rut=43331cadab36dfbd2b2357c5805c59e8ee21160a430bee044ee794cd0102d1b4 | Spotify Wrapped for TikTok marketers. Recap what ruled the FYP in 2025—254 trends , winning formats, and strategy insights you need for 2026. Free download.\\n\\nQUERY YouTube Shorts thumbnail title hook retention creator insider shorts algorithm\\n\\nQUERY Instagram creators reels best practices 2025 hooks shareable content\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_HECUzWwlXGNAkVzHUqMTKO2B" } ] }