{
"session_id": "cron_5063251e7794_20260517_173041",
"model": "MiniMax-M2.7",
"base_url": "https://api.minimaxi.com/anthropic",
"platform": "cron",
"session_start": "2026-05-17T17:30:42.574793",
"last_updated": "2026-05-17T17:31:23.744365",
"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\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool. When the user references something from a past conversation or you suspect relevant cross-session context exists, use session_search to recall it before asking them to repeat themselves. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n\n architecture-diagram:\n - architecture-diagram: Create professional, dark-themed architecture diagrams as...\n autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n - claude-code: Delegate coding tasks to Claude Code (Anthropic's CLI age...\n - codex: Delegate coding tasks to OpenAI Codex CLI agent. Use for ...\n - hermes-agent: Complete guide to using and extending Hermes Agent — CLI ...\n - opencode: Delegate coding tasks to OpenCode CLI agent for feature i...\n creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n - ascii-art: Generate ASCII art using pyfiglet (571 fonts), cowsay, bo...\n - ascii-image-converter: Convert images (PNG, JPEG, GIF, WEBP) to ASCII art using ...\n - ascii-video: Production pipeline for ASCII art video — any format. Con...\n - creative-ideation: Generate project ideas through creative constraints. Use ...\n - excalidraw: Create hand-drawn style diagrams using Excalidraw JSON fo...\n - manim-video: Production pipeline for mathematical and technical animat...\n - p5js: Production pipeline for interactive and generative visual...\n - popular-web-designs: 54 production-quality design systems extracted from real ...\n - songwriting-and-ai-music: Songwriting craft, AI music generation prompts (Suno focu...\n data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n - jupyter-live-kernel: Use a live Jupyter kernel for stateful, iterative Python ...\n devops:\n - cron-delivery-debug: Cron 任务推送失效的排查与修复流程\n - disk-cleanup-automation: Linux 磁盘空间清理与自动化维护 - 分析磁盘占用、清理 Docker/日志/缓存、配置定时任务和日志轮转\n - docker-compose-deployment: Deploy applications using Docker Compose — pull official ...\n - hermes-scheduler-merge-conflict-fix: 修复 hermes-agent cron/scheduler.py 中 Git 合并冲突导致的 Python 语法错误\n - scheduler-merge-conflict-fix: 修复 Hermes Agent scheduler.py 中 Git 合并冲突标记导致的 Python 语法错误，...\n - tencent-ssl-nginx-management: Manage SSL certificates with Tencent Cloud DNS and update...\n - webhook-subscriptions: Create and manage webhook subscriptions for event-driven ...\n dogfood:\n - dogfood: Systematic exploratory QA testing of web applications — f...\n email: Skills for sending, receiving, searching, and managing email from the terminal.\n - himalaya: CLI to manage emails via IMAP/SMTP. Use himalaya to list,...\n gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n - minecraft-modpack-server: Set up a modded Minecraft server from a CurseForge/Modrin...\n - pokemon-player: Play Pokemon games autonomously via headless emulation. S...\n github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n - codebase-inspection: Inspect and analyze codebases using pygount for LOC count...\n - github-auth: Set up GitHub authentication for the agent using git (uni...\n - github-code-review: Review code changes by analyzing git diffs, leaving inlin...\n - github-issues: Create, manage, triage, and close GitHub issues. Search e...\n - github-pr-workflow: Full pull request lifecycle — create branches, commit cha...\n - github-repo-management: Clone, create, fork, configure, and manage GitHub reposit...\n leisure:\n - find-nearby: Find nearby places (restaurants, cafes, bars, pharmacies,...\n mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Includes the built-in native MCP client (configure servers in config.yaml for automatic tool discovery) and the mcporter CLI bridge for ad-hoc server interaction.\n - mcporter: Use the mcporter CLI to list, configure, auth, and call M...\n - native-mcp: Built-in MCP (Model Context Protocol) client that connect...\n media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n - gif-search: Search and download GIFs from Tenor using curl. No depend...\n - heartmula: Set up and run HeartMuLa, the open-source music generatio...\n - songsee: Generate spectrograms and audio feature visualizations (m...\n - youtube-content: Fetch YouTube video transcripts and transform them into s...\n mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n - automated-news-cronjob: 创建定时任务，自动抓取指定网站内容、总结并推送到消息渠道\n - buzzing-news-scraper: Buzzing.cc 新闻抓取与总结 - 从 Buzzing.cc 获取国外新闻头条并生成中文摘要\n - daily-news-scraper: 基于浏览器自动化的每日新闻抓取、总结并推送到消息渠道的完整流程\n - dapenti-scraper: 喷嚏网喷嚏图卦抓取与总结 - 浏览器自动化获取最新图卦内容并推送到 Telegram\n - eastmoney-fin-data: 基于东方财富权威数据库的金融数据查询工具，支持行情、财务及关联关系数据。\n - eastmoney-fin-search: 基于东方财富妙想搜索能力，用于获取涉及时效性信息或特定事件信息的任务，包括新闻、公告、研报、政策等。\n - eastmoney-stock-simulator: 股票模拟组合管理系统，支持持仓查询、买卖操作、撤单、委托查询、历史成交查询和资金查询。\n - freshrss-chinese-digest: FreshRSS RSS 订阅内容翻译与中文摘要 - 将英文 RSS 内容翻译成中文后生成摘要推送\n - freshrss-new-article-monitor: FreshRSS 新文章监控与推送 - 浏览器自动化检查指定订阅源的新文章并推送到消息渠道\n - freshrss-subscription-analysis: FreshRSS 订阅源分析与管理 - 浏览器自动化提取订阅数据、分类统计、内容分析和优化建议\n - freshrss-subscription-management: FreshRSS 订阅源管理 - 批量添加、删除、清理订阅源和分类的完整流程\n - huggingface-hub: Hugging Face Hub CLI (hf) — search, download, and upload ...\n - llm-pricing-comparison: 大模型定价对比与套餐选择指南 - 帮助用户根据使用需求和预算选择合适的大模型服务\n - minimax-cli-usage: MiniMax CLI (mmx) 安装、认证与模型配额避坑指南\n - minimax-cli-wechat-image-send: MiniMax CLI 图片生成 + 微信发送的完整流程，包括 CDN 500 错误重试策略和 mmx visio...\n - minimax-cli-wechat-media-workflow: MiniMax CLI 媒体生成与 WeChat 发送的完整工作流，包括图片分析、TTS、retry 模式\n - mx-select-stock: 基于股票选股条件（行情指标、财务指标等）筛选满足条件的股票，支持行业/板块选股、成分股查询。\n - mx-self-select: 基于东方财富通行证账户数据及行情底层数据构建，支持通过自然语言查询、添加、删除自选股。\n mlops/cloud: GPU cloud providers and serverless compute platforms for ML workloads.\n - modal: Serverless GPU cloud platform for running ML workloads. U...\n mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n - lm-evaluation-harness: Evaluates LLMs across 60+ academic benchmarks (MMLU, Huma...\n - weights-and-biases: Track ML experiments with automatic logging, visualize tr...\n mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n - gguf: GGUF format and llama.cpp quantization for efficient CPU/...\n - guidance: Control LLM output with regex and grammars, guarantee val...\n - llama-cpp: Runs LLM inference on CPU, Apple Silicon, and consumer GP...\n - obliteratus: Remove refusal behaviors from open-weight LLMs using OBLI...\n - outlines: Guarantee valid JSON/XML/code structure during generation...\n - vllm: Serves LLMs with high throughput using vLLM's PagedAttent...\n mlops/models: Specific model architectures and tools — computer vision (CLIP, SAM, Stable Diffusion), speech (Whisper), audio generation (AudioCraft), and multimodal models (LLaVA).\n - audiocraft: PyTorch library for audio generation including text-to-mu...\n - clip: OpenAI's model connecting vision and language. Enables ze...\n - segment-anything: Foundation model for image segmentation with zero-shot tr...\n - stable-diffusion: State-of-the-art text-to-image generation with Stable Dif...\n - whisper: OpenAI's general-purpose speech recognition model. Suppor...\n mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n - dspy: Build complex AI systems with declarative programming, op...\n mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n - axolotl: Expert guidance for fine-tuning LLMs with Axolotl - YAML ...\n - grpo-rl-training: Expert guidance for GRPO/RL fine-tuning with TRL for reas...\n - peft: Parameter-efficient fine-tuning for LLMs using LoRA, QLoR...\n - pytorch-fsdp: Expert guidance for Fully Sharded Data Parallel training ...\n - trl-fine-tuning: Fine-tune LLMs using reinforcement learning with TRL - SF...\n - unsloth: Expert guidance for fast fine-tuning with Unsloth - 2-5x ...\n note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n - obsidian: Read, search, and create notes in the Obsidian vault.\n openclaw-imports:\n - agent-browser: A fast Rust-based headless browser automation CLI with No...\n - agent-browser-stagehand: Automate web browser interactions using natural language ...\n - algorithmic-art: Creating algorithmic art using p5.js with seeded randomne...\n - brand-guidelines: Applies Anthropic's official brand colors and typography ...\n - browser-automation: Automate web browser interactions using natural language ...\n - canvas-design: Create beautiful visual art in .png and .pdf documents us...\n - context-optimization: A comprehensive collection of Agent Skills for context en...\n - file-search: Fast file-name and content search using `fd` and `rg` (ri...\n - find-skills: Helps users discover and install agent skills when they a...\n - frontend-design: Create distinctive, production-grade frontend interfaces ...\n - github: Interact with GitHub using the `gh` CLI. Use `gh issue`, ...\n - notebooklm-skill: Use this skill to query your Google NotebookLM notebooks ...\n - notion: Notion API for creating and managing pages, databases, an...\n - obsidian: Work with Obsidian vaults (plain Markdown notes) and auto...\n - skill-creator: Create new skills, modify and improve existing skills, an...\n - skillhub-preference: Prefer `skillhub` for skill discovery/install/update, the...\n - stagehand-browser-cli: Automate web browser interactions using natural language ...\n - stock-momentum-agent: Marcus - 华尔街高级日内交易策略师，生成每日动量报告\n - summarize: Summarize URLs or files with the summarize CLI (web, PDFs...\n - tavily-search: AI-optimized web search via Tavily API. Returns concise, ...\n - tencentcloud-lighthouse-skill: Manage Tencent Cloud Lighthouse (轻量应用服务器) — auto-setup mc...\n - theme-factory: Toolkit for styling artifacts with a theme. These artifac...\n - weather: Get current weather and forecasts (no API key required).\n - web-artifacts-builder: Suite of tools for creating elaborate, multi-component cl...\n openclaw-imports/context-optimization:\n - template: Template for creating new Agent Skills for context engine...\n openclaw-imports/context-optimization/examples:\n - book-sft-pipeline: This skill should be used when the user asks to \"fine-tun...\n - digital-brain-skill: This skill should be used when the user asks to \"write a ...\n - interleaved-thinking: Debug and optimize AI agents by analyzing reasoning trace...\n openclaw-imports/context-optimization/examples/interleaved-thinking/generated_skills:\n - comprehensive-research-agent: Ensure thorough validation, error recovery, and transpare...\n openclaw-imports/context-optimization/skills:\n - advanced-evaluation: This skill should be used when the user asks to \"implemen...\n - bdi-mental-states: This skill should be used when the user asks to \"model ag...\n - context-compression: This skill should be used when the user asks to \"compress...\n - context-degradation: This skill should be used when the user asks to \"diagnose...\n - context-fundamentals: This skill should be used when the user asks to \"understa...\n - context-optimization: This skill should be used when the user asks to \"optimize...\n - evaluation: This skill should be used when the user asks to \"evaluate...\n - filesystem-context: This skill should be used when the user asks to \"offload ...\n - hosted-agents: This skill should be used when the user asks to \"build ba...\n - memory-systems: Guides implementation of agent memory systems, compares p...\n - multi-agent-patterns: This skill should be used when the user asks to \"design m...\n - project-development: This skill should be used when the user asks to \"start an...\n - tool-design: This skill should be used when the user asks to \"design a...\n productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n - google-workspace: Gmail, Calendar, Drive, Contacts, Sheets, and Docs integr...\n - guizang-ppt-skill: 生成\"电子杂志 × 电子墨水\"风格的横向翻页网页 PPT（单 HTML 文件），含 WebGL 流体背景、衬线标题...\n - linear: Manage Linear issues, projects, and teams via the GraphQL...\n - nano-pdf: Edit PDFs with natural-language instructions using the na...\n - notion: Notion API for creating and managing pages, databases, an...\n - ocr-and-documents: Extract text from PDFs and scanned documents. Use web_ext...\n - powerpoint: Use this skill any time a .pptx file is involved in any w...\n red-teaming:\n - godmode: Jailbreak API-served LLMs using G0DM0D3 techniques — Pars...\n research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n - arxiv: Search and retrieve academic papers from arXiv using thei...\n - blogwatcher: Monitor blogs and RSS/Atom feeds for updates using the bl...\n - llm-wiki: Karpathy's LLM Wiki — build and maintain a persistent, in...\n - polymarket: Query Polymarket prediction market data — search markets,...\n - wsj-article-extraction: Extract and summarize WSJ articles using multi-engine sea...\n smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n - openhue: Control Philips Hue lights, rooms, and scenes via the Ope...\n social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n - xitter: Interact with X/Twitter via the x-cli terminal client usi...\n software-development:\n - plan: Plan mode for Hermes — inspect context, write a markdown ...\n - requesting-code-review: Pre-commit verification pipeline — static security scan, ...\n - subagent-driven-development: Use when executing implementation plans with independent ...\n - systematic-debugging: Use when encountering any bug, test failure, or unexpecte...\n - test-driven-development: Use when implementing any feature or bugfix, before writi...\n - writing-plans: Use when you have a spec or requirements for a multi-step...\n wechat-media-retry:\n - wechat-media-retry: WeChat media delivery with exponential backoff retry patt...\n\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nConversation started: Sunday, May 17, 2026 05:30 PM\nModel: MiniMax-M2.7\nProvider: minimax-cn\n\nYou are running as a scheduled cron job. There is no user present — you cannot ask questions, request clarification, or wait for follow-up. Execute the task fully and autonomously, making reasonable decisions where needed. Your final response is automatically delivered to the job's configured destination — put the primary content directly in your response.",
"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": {},
"required": []
}
}
},
{
"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'"
}
},
"required": []
}
}
},
{
"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": {},
"required": []
}
}
},
{
"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. 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
}
},
"required": []
}
}
},
{
"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": "delegate_task",
"description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to 3 items. All run concurrently and results are returned together.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- Subagents CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.",
"parameters": {
"type": "object",
"properties": {
"goal": {
"type": "string",
"description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."
},
"context": {
"type": "string",
"description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."
},
"toolsets": {
"type": "array",
"items": {
"type": "string"
},
"description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'cronjob', 'file', 'homeassistant', 'image_gen', 'search', 'session_search', 'skills', 'terminal', 'todo', 'tts', 'vision', 'web'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."
},
"tasks": {
"type": "array",
"items": {
"type": "object",
"properties": {
"goal": {
"type": "string",
"description": "Task goal"
},
"context": {
"type": "string",
"description": "Task-specific context"
},
"toolsets": {
"type": "array",
"items": {
"type": "string"
},
"description": "Toolsets for this specific task. Available: 'browser', 'cronjob', 'file', 'homeassistant', 'image_gen', 'search', 'session_search', 'skills', 'terminal', 'todo', 'tts', 'vision', 'web'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."
},
"acp_command": {
"type": "string",
"description": "Per-task ACP command override (e.g. 'claude'). Overrides the top-level acp_command for this task only."
},
"acp_args": {
"type": "array",
"items": {
"type": "string"
},
"description": "Per-task ACP args override."
}
},
"required": [
"goal"
]
},
"description": "Batch mode: tasks to run in parallel (limit configurable via delegation.max_concurrent_children, default 3). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."
},
"max_iterations": {
"type": "integer",
"description": "Max tool-calling turns per subagent (default: 50). Only set lower for simple tasks."
},
"acp_command": {
"type": "string",
"description": "Override ACP command for child agents (e.g. 'claude', 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Enables spawning Claude Code (claude --acp --stdio) or other ACP-capable agents from any parent, including Discord/Telegram/CLI."
},
"acp_args": {
"type": "array",
"items": {
"type": "string"
},
"description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Example: ['--acp', '--stdio', '--model', 'claude-opus-4-6']"
}
},
"required": []
}
}
},
{
"type": "function",
"function": {
"name": "execute_code",
"description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n write_file(path: str, content: str) -> dict\n Always overwrites the entire file.\n search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n Replaces old_string with new_string in the file.\n terminal(command: str, timeout=None, workdir=None) -> dict\n Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures",
"parameters": {
"type": "object",
"properties": {
"code": {
"type": "string",
"description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."
}
},
"required": [
"code"
]
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_get_product",
"description": "获取探新平台上某个产品的完整详情，包括详细介绍、功能描述、体验链接等。",
"parameters": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "产品 ID，可从 search_products 结果中获取"
}
},
"required": [
"id"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_get_prompt",
"description": "Get a prompt by name from MCP server 'tanxin'",
"parameters": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Name of the prompt to retrieve"
},
"arguments": {
"type": "object",
"description": "Optional arguments to pass to the prompt"
}
},
"required": [
"name"
]
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_get_stats",
"description": "获取探新 AI 产品库的平台概况：已收录的产品数量、合作机会数量、总点赞数等统计数据。",
"parameters": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {}
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_list_opportunities",
"description": "浏览探新平台上的合作机会。可以按关键词、拥有资源、需要资源筛选。例如找【有技术找运营】或【有想法找开发】的合作需求。",
"parameters": {
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "关键词搜索，匹配标题、描述、发布者名称"
},
"has": {
"type": "string",
"description": "发布者拥有的资源或能力，例如：技术、设计、运营、资金、流量"
},
"need": {
"type": "string",
"description": "发布者需要的资源或能力，例如：技术、设计、运营、资金、流量"
},
"page": {
"type": "integer",
"minimum": 1,
"default": 1,
"description": "页码"
},
"pageSize": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"default": 10,
"description": "每页数量"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_list_prompts",
"description": "List available prompts from MCP server 'tanxin'",
"parameters": {
"type": "object",
"properties": {}
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_list_resources",
"description": "List available resources from MCP server 'tanxin'",
"parameters": {
"type": "object",
"properties": {}
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_read_resource",
"description": "Read a resource by URI from MCP server 'tanxin'",
"parameters": {
"type": "object",
"properties": {
"uri": {
"type": "string",
"description": "URI of the resource to read"
}
},
"required": [
"uri"
]
}
}
},
{
"type": "function",
"function": {
"name": "mcp_tanxin_search_products",
"description": "搜索探新 AI 产品库中的产品。可以按关键词、产品类型、开发阶段筛选，支持分页。",
"parameters": {
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "搜索关键词，匹配产品名称、介绍、适合人群"
},
"type": {
"type": "string",
"description": "产品类型，例如：AI工具、AI Agent、自动化工作流、小程序、API服务、其他"
},
"stage": {
"type": "string",
"description": "开发阶段，例如：内测中、公测中、已上线"
},
"page": {
"type": "integer",
"minimum": 1,
"default": 1,
"description": "页码，从 1 开始"
},
"pageSize": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"default": 10,
"description": "每页数量，最大 50"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}
}
},
{
"type": "function",
"function": {
"name": "memory",
"description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
"parameters": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"add",
"replace",
"remove"
],
"description": "The action to perform."
},
"target": {
"type": "string",
"enum": [
"memory",
"user"
],
"description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
},
"content": {
"type": "string",
"description": "The entry content. Required for 'add' and 'replace'."
},
"old_text": {
"type": "string",
"description": "Short unique substring identifying the entry to replace or remove."
}
},
"required": [
"action",
"target"
]
}
}
},
{
"type": "function",
"function": {
"name": "patch",
"description": "Targeted find-and-replace edits in files. Use this instead of sed/awk in terminal. Uses fuzzy matching (9 strategies) so minor whitespace/indentation differences won't break it. Returns a unified diff. Auto-runs syntax checks after editing.\n\nReplace mode (default): find a unique string and replace it.\nPatch mode: apply V4A multi-file patches for bulk changes.",
"parameters": {
"type": "object",
"properties": {
"mode": {
"type": "string",
"enum": [
"replace",
"patch"
],
"description": "Edit mode: 'replace' for targeted find-and-replace, 'patch' for V4A multi-file patches",
"default": "replace"
},
"path": {
"type": "string",
"description": "File path to edit (required for 'replace' mode)"
},
"old_string": {
"type": "string",
"description": "Text to find in the file (required for 'replace' mode). Must be unique in the file unless replace_all=true. Include enough surrounding context to ensure uniqueness."
},
"new_string": {
"type": "string",
"description": "Replacement text (required for 'replace' mode). Can be empty string to delete the matched text."
},
"replace_all": {
"type": "boolean",
"description": "Replace all occurrences instead of requiring a unique match (default: false)",
"default": false
},
"patch": {
"type": "string",
"description": "V4A format patch content (required for 'patch' mode). Format:\n*** Begin Patch\n*** Update File: path/to/file\n@@ context hint @@\n context line\n-removed line\n+added line\n*** End Patch"
}
},
"required": [
"mode"
]
}
}
},
{
"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": "read_file",
"description": "Read a text file with line numbers and pagination. Use this instead of cat/head/tail in terminal. Output format: 'LINE_NUM|CONTENT'. Suggests similar filenames if not found. Use offset and limit for large files. Reads exceeding ~100K characters are rejected; use offset and limit to read specific sections of large files. NOTE: Cannot read images or binary files — use vision_analyze for images.",
"parameters": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Path to the file to read (absolute, relative, or ~/path)"
},
"offset": {
"type": "integer",
"description": "Line number to start reading from (1-indexed, default: 1)",
"default": 1,
"minimum": 1
},
"limit": {
"type": "integer",
"description": "Maximum number of lines to read (default: 500, max: 2000)",
"default": 500,
"maximum": 2000
}
},
"required": [
"path"
]
}
}
},
{
"type": "function",
"function": {
"name": "search_files",
"description": "Search file contents or find files by name. Use this instead of grep/rg/find/ls in terminal. Ripgrep-backed, faster than shell equivalents.\n\nContent search (target='content'): Regex search inside files. Output modes: full matches with line numbers, file paths only, or match counts.\n\nFile search (target='files'): Find files by glob pattern (e.g., '*.py', '*config*'). Also use this instead of ls — results sorted by modification time.",
"parameters": {
"type": "object",
"properties": {
"pattern": {
"type": "string",
"description": "Regex pattern for content search, or glob pattern (e.g., '*.py') for file search"
},
"target": {
"type": "string",
"enum": [
"content",
"files"
],
"description": "'content' searches inside file contents, 'files' searches for files by name",
"default": "content"
},
"path": {
"type": "string",
"description": "Directory or file to search in (default: current working directory)",
"default": "."
},
"file_glob": {
"type": "string",
"description": "Filter files by pattern in grep mode (e.g., '*.py' to only search Python files)"
},
"limit": {
"type": "integer",
"description": "Maximum number of results to return (default: 50)",
"default": 50
},
"offset": {
"type": "integer",
"description": "Skip first N results for pagination (default: 0)",
"default": 0
},
"output_mode": {
"type": "string",
"enum": [
"content",
"files_only",
"count"
],
"description": "Output format for grep mode: 'content' shows matching lines with line numbers, 'files_only' lists file paths, 'count' shows match counts per file",
"default": "content"
},
"context": {
"type": "integer",
"description": "Number of context lines before and after each match (grep mode only)",
"default": 0
}
},
"required": [
"pattern"
]
}
}
},
{
"type": "function",
"function": {
"name": "session_search",
"description": "Search your long-term memory of past conversations, or browse recent sessions. This is your recall -- every past session is searchable, and this tool summarizes what happened.\n\nTWO MODES:\n1. Recent sessions (no query): Call with no arguments to see what was worked on recently. Returns titles, previews, and timestamps. Zero LLM cost, instant. Start here when the user asks what were we working on or what did we do recently.\n2. Keyword search (with query): Search for specific topics across all past sessions. Returns LLM-generated summaries of matching sessions.\n\nUSE THIS PROACTIVELY when:\n- The user says 'we did this before', 'remember when', 'last time', 'as I mentioned'\n- The user asks about a topic you worked on before but don't have in current context\n- The user references a project, person, or concept that seems familiar but isn't in memory\n- You want to check if you've solved a similar problem before\n- The user asks 'what did we do about X?' or 'how did we fix Y?'\n\nDon't hesitate to search when it is actually cross-session -- it's fast and cheap. Better to search and confirm than to guess or ask the user to repeat themselves.\n\nSearch syntax: keywords joined with OR for broad recall (elevenlabs OR baseten OR funding), phrases for exact match (\"docker networking\"), boolean (python NOT java), prefix (deploy*). IMPORTANT: Use OR between keywords for best results — FTS5 defaults to AND which misses sessions that only mention some terms. If a broad OR query returns nothing, try individual keyword searches in parallel. Returns summaries of the top matching sessions.",
"parameters": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search query — keywords, phrases, or boolean expressions to find in past sessions. Omit this parameter entirely to browse recent sessions instead (returns titles, previews, timestamps with no LLM cost)."
},
"role_filter": {
"type": "string",
"description": "Optional: only search messages from specific roles (comma-separated). E.g. 'user,assistant' to skip tool outputs."
},
"limit": {
"type": "integer",
"description": "Max sessions to summarize (default: 3, max: 5).",
"default": 3
}
},
"required": []
}
}
},
{
"type": "function",
"function": {
"name": "skill_manage",
"description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.",
"parameters": {
"type": "object",
"properties": {
"action": {
"type": "string",
"enum": [
"create",
"patch",
"edit",
"delete",
"write_file",
"remove_file"
],
"description": "The action to perform."
},
"name": {
"type": "string",
"description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
},
"content": {
"type": "string",
"description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
},
"old_string": {
"type": "string",
"description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
},
"new_string": {
"type": "string",
"description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
},
"replace_all": {
"type": "boolean",
"description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
},
"category": {
"type": "string",
"description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
},
"file_path": {
"type": "string",
"description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
},
"file_content": {
"type": "string",
"description": "Content for the file. Required for 'write_file'."
}
},
"required": [
"action",
"name"
]
}
}
},
{
"type": "function",
"function": {
"name": "skill_view",
"description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
"parameters": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "The skill name (use skills_list to see available skills)"
},
"file_path": {
"type": "string",
"description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
}
},
"required": [
"name"
]
}
}
},
{
"type": "function",
"function": {
"name": "skills_list",
"description": "List available skills (name + description). Use skill_view(name) to load full content.",
"parameters": {
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Optional category filter to narrow results"
}
},
"required": []
}
}
},
{
"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.\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 when the process finishes — no polling needed. Use this for tasks that take a while (tests, builds, deployments) so you can keep working on other things in the meantime.",
"default": false
},
"watch_patterns": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of strings to watch for in background process output. When any pattern matches a line of output, you'll be notified with the matching text — like notify_on_complete but triggers mid-process on specific output. Use for monitoring logs, watching for errors, or waiting for specific events (e.g. [\"ERROR\", \"FAIL\", \"listening on port\"])."
}
},
"required": [
"command"
]
}
}
},
{
"type": "function",
"function": {
"name": "text_to_speech",
"description": "Convert text to speech audio. Returns a MEDIA: path that the platform delivers as a voice message. On Telegram it plays as a voice bubble, on Discord/WhatsApp as an audio attachment. In CLI mode, saves to ~/voice-memos/. Voice and provider are user-configured, not model-selected.",
"parameters": {
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "The text to convert to speech. Keep under 4000 characters."
},
"output_path": {
"type": "string",
"description": "Optional custom file path to save the audio. Defaults to ~/.hermes/audio_cache/.mp3"
}
},
"required": [
"text"
]
}
}
},
{
"type": "function",
"function": {
"name": "todo",
"description": "Manage your task list for the current session. Use for complex tasks with 3+ steps or when the user provides multiple tasks. Call with no parameters to read the current list.\n\nWriting:\n- Provide 'todos' array to create/update items\n- merge=false (default): replace the entire list with a fresh plan\n- merge=true: update existing items by id, add any new ones\n\nEach item: {id: string, content: string, status: pending|in_progress|completed|cancelled}\nList order is priority. Only ONE item in_progress at a time.\nMark items completed immediately when done. If something fails, cancel it and add a revised item.\n\nAlways returns the full current list.",
"parameters": {
"type": "object",
"properties": {
"todos": {
"type": "array",
"description": "Task items to write. Omit to read current list.",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Unique item identifier"
},
"content": {
"type": "string",
"description": "Task description"
},
"status": {
"type": "string",
"enum": [
"pending",
"in_progress",
"completed",
"cancelled"
],
"description": "Current status"
}
},
"required": [
"id",
"content",
"status"
]
}
},
"merge": {
"type": "boolean",
"description": "true: update existing items by id, add new ones. false (default): replace the entire list.",
"default": false
}
},
"required": []
}
}
},
{
"type": "function",
"function": {
"name": "vision_analyze",
"description": "Analyze images using AI vision. Provides a comprehensive description and answers a specific question about the image content.",
"parameters": {
"type": "object",
"properties": {
"image_url": {
"type": "string",
"description": "Image URL (http/https) or local file path to analyze."
},
"question": {
"type": "string",
"description": "Your specific question or request about the image to resolve. The AI will automatically provide a complete image description AND answer your specific question."
}
},
"required": [
"image_url",
"question"
]
}
}
},
{
"type": "function",
"function": {
"name": "write_file",
"description": "Write content to a file, completely replacing existing content. Use this instead of echo/cat heredoc in terminal. Creates parent directories automatically. OVERWRITES the entire file — use 'patch' for targeted edits.",
"parameters": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Path to the file to write (will be created if it doesn't exist, overwritten if it does)"
},
"content": {
"type": "string",
"description": "Complete content to write to the file"
}
},
"required": [
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"content"
]
}
}
}
],
"message_count": 8,
"messages": [
{
"role": "user",
"content": "[SYSTEM: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly \"[SILENT]\" (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.]\n\n请完成以下任务：\n\n1. 访问 https://www.dapenti.com/blog/index.asp\n2. 查找最新的【喷嚏图卦 XXXXX】文章链接（标题格式为\"喷嚏图卦+ 日期编号\"，查找最新的那一期）\n3. 提取文章内容（标题 + 热点图片描述 + 简短评论）\n4. 生成简洁有趣的中文摘要\n\n📝 输出格式要求：\n• 标题：【📮 喷嚏图卦】日期\n• 内容：2-4条，每条50字以内\n• 风格：轻松幽默，使用适量😊🔥💬等emoji点缀\n• 结尾：#喷嚏图卦\n\n⚠️ 注意事项：\n• 不要过度使用emoji，每条1-2个即可\n• 保持内容简洁，适合微信阅读\n• 提取核心热点和有趣观点\n• 直接输出内容，不需要额外说明"
},
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"reasoning": "The user wants me to scrape the latest \"喷嚏图卦\" article from dapenti.com and generate a summary. Let me use the browser to navigate to the site and find the latest article.",
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"type": "thinking"
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Advertisement\\\" [ref=e11]:\\n - listitem:\\n - link \\\"【喷嚏优选第1219期】618超级红...\\\" [ref=e12]:\\n - /url: more.asp?name=xilei&id=193063\\n - listitem:\\n - link \\\"【浮世汇955】身份重置效应\\\" [ref=e13]:\\n - /url: more.asp?name=xilei&id=193065\\n - listitem:\\n - link \\\"【喷嚏图卦20260517】卖山东的...\\\" [ref=e14]:\\n - /url: more.asp?name=xilei&id=193064\\n - listitem:\\n - link \\\"初生的小狗-Suno-16x9\\\" [ref=e15]:\\n - /url: more.asp?name=xilei&id=193059\\n - listitem:\\n - link \\\"人生恐怖故事 v2-Suno\\\" [ref=e16]:\\n - /url: more.asp?name=xilei&id=193058\\n - listitem:\\n - link \\\"他者中的华人-notebooklm\\\" [ref=e17]:\\n - /url: more.asp?name=xilei&id=193057\\n - listitem:\\n - link \\\"埃达·洛夫莱斯：数字时代的诗意先驱-...\\\" [ref=e18]:\\n - /url: more.asp?name=xilei&id=193056\\n - listitem:\\n - link \\\"【喷嚏优选第1218期】apple果...\\\" [ref=e19]:\\n - /url: more.asp?name=xilei&id=193053\\n - listitem:\\n - link \\\"【喷嚏图卦20260516】勉强醒着\\\" [ref=e20]:\\n - /url: more.asp?name=xilei&id=193055\\n - listitem:\\n - link \\\"冯至·《十四行集·歌德》-Suno\\\" [ref=e21]:\\n - /url: more.asp?name=xilei&id=193054\\n - listitem:\\n - link \\\"布莱希特 - 我知道我需要什么-Su...\\\" [ref=e22]:\\n - /url: more.asp?name=xilei&id=193052\\n - listitem:\\n - link \\\"人的表情是如何进化出来的-noteb...\\\" [ref=e23]:\\n - /url: more.asp?name=xilei&id=193051\\n - listitem:\\n - link \\\"我们真的会迎来“超级”厄尔尼诺吗？\\\" [ref=e24]:\\n - /url: more.asp?name=xilei&id=193050\\n - listitem:\\n - link \\\"【喷嚏优选第1217期】星巴克咖啡豆...\\\" [ref=e25]:\\n - /url: more.asp?name=xilei&id=193033\\n - listitem:\\n - link \\\"【喷嚏图卦20260515】谁能不快...\\\" [ref=e26]:\\n - /url: more.asp?name=xilei&id=193034\\n - listitem:\\n - link \\\"张养浩 - 山坡羊·洛阳怀古-Sun...\\\" [ref=e27]:\\n - /url: more.asp?name=xilei&id=193032\\n - listitem:\\n - link \\\"vibe coding的过山车：AI...\\\" [ref=e28]:\\n - /url: more.asp?name=xilei&id=193031\\n - listitem:\\n - link \\\"恐龙末日：逐分逐秒的毁灭实录\\\" [ref=e29]:\\n - /url: more.asp?name=xilei&id=193030\\n - listitem:\\n - link \\\"【喷嚏优选第1216期】潘祥记肉粽子...\\\" [ref=e30]:\\n - /url: more.asp?name=xilei&id=193013\\n - listitem:\\n - link \\\"【喷嚏图卦20260514】特地把世...\\\" [ref=e31]:\\n - /url: more.asp?name=xilei&id=193014\\n - listitem:\\n - link \\\"侯麦的新浪潮-SunoMV\\\" [ref=e32]:\\n - /url: more.asp?name=xilei&id=193008\\n - listitem:\\n - link \\\"中华是捏出来的-notebooklm\\\" [ref=e33]:\\n - /url: more.asp?name=xilei&id=193007\\n - listitem:\\n - link \\\"游轮之谜：揭开安第斯汉坦病毒真相\\\" [ref=e34]:\\n - /url: more.asp?name=xilei&id=193006\\n - listitem:\\n - link \\\"【喷嚏优选第1215期】 厄瓜多尔白...\\\" [ref=e35]:\\n - /url: more.asp?name=xilei&id=192990\\n - listitem:\\n - link \\\"【喷嚏图卦20260513】任何一本...\\\" [ref=e36]:\\n - /url: more.asp?name=xilei&id=192991\\n - cell \\\"观鸟大师与死亡邮轮：这场汉坦疫情里，... 作业写不完果然有猫腻 看似好用，买回来就给自己添堵的厨房好... 引体向上如何突破零次？进阶训练指南！ 笑死！黄仁勋在南锣鼓巷被路人投喂豆汁 白头发别急着拔！重新变黑发的方法找到... A-Lin黄丽玲担任37届金曲奖的主... 20个国家的104名跳伞者，拼出来的... 猫咪雷霆睡姿大赏 白宫在社交媒体平台发布特朗普抵京视频 黄仁勋在人民大会堂短暂回答记者提问 马斯克与儿子X Æ A-1... 过去几年保时捷激发了高度统一的中国汽... 14级风暴中，灯塔管理员的工作日常 “必须要诗和远方”：三个河南老头，开... 小雷你拍快点行吗 内裤3个月焕新计划 绿豆汤！还有8种营养搭配更美味！ 咪：太刺激啦！我要办年票！ 黄仁勋在卡内基梅隆大学毕业典礼上的演... 带妈妈看病为何这么难？ 外国小哥设计的ADHD开会专用座椅 1500年前的力学奇迹——悬空寺 谈《寻找谢烨》：边缘者的经验不会自动... 英语读者眼中的李翊云——一个比较实验\\\" [ref=e37]:\\n - listitem:\\n - link \\\"观鸟大师与死亡邮轮：这场汉坦疫情里，...\\\" [ref=e38]:\\n - /url: more.asp?name=agile&id=193062\\n - listitem:\\n - link \\\"作业写不完果然有猫腻\\\" [ref=e39]:\\n - /url: more.asp?name=agile&id=193061\\n - listitem:\\n - link \\\"看似好用，买回来就给自己添堵的厨房好...\\\" [ref=e40]:\\n - /url: more.asp?name=agile&id=193060\\n - listitem:\\n - link \\\"引体向上如何突破零次？进阶训练指南！\\\" [ref=e41]:\\n - /url: more.asp?name=agile&id=193049\\n - listitem:\\n - link \\\"笑死！黄仁勋在南锣鼓巷被路人投喂豆汁\\\" [ref=e42]:\\n - /url: more.asp?name=agile&id=193048\\n - listitem:\\n - link \\\"白头发别急着拔！重新变黑发的方法找到...\\\" [ref=e43]:\\n - /url: more.asp?name=agile&id=193047\\n - listitem:\\n - link \\\"A-Lin黄丽玲担任37届金曲奖的主...\\\" [ref=e44]:\\n - /url: more.asp?name=agile&id=193046\\n - listitem:\\n - link \\\"20个国家的104名跳伞者，拼出来的...\\\" [ref=e45]:\\n - /url: more.asp?name=agile&id=193045\\n - listitem:\\n - link \\\"猫咪雷霆睡姿大赏\\\" [ref=e46]:\\n - /url: more.asp?name=agile&id=193029\\n - listitem:\\n - link \\\"白宫在社交媒体平台发布特朗普抵京视频\\\" [ref=e47]:\\n - /url: more.asp?name=agile&id=193028\\n - listitem:\\n - link \\\"黄仁勋在人民大会堂短暂回答记者提问\\\" [ref=e48]:\\n - /url: more.asp?name=agile&id=193027\\n - listitem:\\n - link \\\"马斯克与儿子X Æ A-1...\\\" [ref=e49]:\\n - /url: more.asp?name=agile&id=193026\\n - listitem:\\n - link \\\"过去几年保时捷激发了高度统一的中国汽...\\\" [ref=e50]:\\n - /url: more.asp?name=agile&id=193025\\n - listitem:\\n - link \\\"14级风暴中，灯塔管理员的工作日常\\\" [ref=e51]:\\n - /url: more.asp?name=agile&id=193023\\n - listitem:\\n - link \\\"“必须要诗和远方”：三个河南老头，开...\\\" [ref=e52]:\\n - /url: more.asp?name=agile&id=193022\\n - listitem:\\n - link \\\"小雷你拍快点行吗\\\" [ref=e53]:\\n - /url: more.asp?name=agile&id=193020\\n - listitem:\\n - link \\\"内裤3个月焕新计划\\\" [ref=e54]:\\n - /url: more.asp?name=agile&id=193021\\n - listitem:\\n - link \\\"绿豆汤！还有8种营养搭配更美味！\\\" [ref=e55]:\\n - /url: more.asp?name=agile&id=193019\\n - listitem:\\n - link \\\"咪：太刺激啦！我要办年票！\\\" [ref=e56]:\\n - /url: more.asp?name=agile&id=192994\\n - listitem:\\n - link \\\"黄仁勋在卡内基梅隆大学毕业典礼上的演...\\\" [ref=e57]:\\n - /url: more.asp?name=agile&id=192993\\n - listitem:\\n - link \\\"带妈妈看病为何这么难？\\\" [ref=e58]:\\n - /url: more.asp?name=agile&id=192992\\n - listitem:\\n - link \\\"外国小哥设计的ADHD开会专用座椅\\\" [ref=e59]:\\n\\n[... 657 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 299}",
"tool_call_id": "call_function_ifx2pn63v3ov_1"
},
{
"role": "assistant",
"content": "",
"reasoning": "I can see the latest 喷嚏图卦 article is \"【喷嚏图卦20260517】卖山东的...\" with the link ref=e14. Let me navigate to that article to get its full content.",
"finish_reason": "tool_calls",
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{
"signature": "930a80a25d2475a22705cc2c8aef11cb9f7d70b8349e9adf0590b5feb38ec915",
"thinking": "I can see the latest 喷嚏图卦 article is \"【喷嚏图卦20260517】卖山东的...\" with the link ref=e14. Let me navigate to that article to get its full content.",
"type": "thinking"
}
],
"tool_calls": [
{
"id": "call_function_1l5jr57vx4cq_1",
"call_id": "call_function_1l5jr57vx4cq_1",
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"type": "function",
"function": {
"name": "browser_click",
"arguments": "{\"ref\": \"e14\"}"
}
}
]
},
{
"role": "tool",
"content": "{\"success\": true, \"clicked\": \"@e14\"}",
"tool_call_id": "call_function_1l5jr57vx4cq_1"
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{
"role": "assistant",
"content": "",
"reasoning": "Now let me get the content of the latest dapenti article (20260517).",
"finish_reason": "tool_calls",
"reasoning_details": [
{
"signature": "b60918f9c52e4b6f9c794575c76564bb90e04d00492b6b28aee28aff70e6f40d",
"thinking": "Now let me get the content of the latest dapenti article (20260517).",
"type": "thinking"
}
],
"tool_calls": [
{
"id": "call_function_89gj88ccmtlw_1",
"call_id": "call_function_89gj88ccmtlw_1",
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"type": "function",
"function": {
"name": "browser_snapshot",
"arguments": "{\"full\": true}"
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"content": "{\"success\": true, \"snapshot\": \"- document:\\n - insertion:\\n - iframe\\n - insertion:\\n - iframe\\n - table:\\n - rowgroup:\\n - row:\\n - cell:\\n - img\\n - paragraph\\n - table:\\n - rowgroup:\\n - row \\\"[图说]【喷嚏图卦20260517】卖山东的鸡， 买波音的机\\\":\\n - cell \\\"[图说]【喷嚏图卦20260517】卖山东的鸡， 买波音的机\\\" [ref=e1]:\\n - link \\\"[图说]\\\" [ref=e2]:\\n - /url: blog.asp?name=xilei&subjectid=70\\n - link \\\"【喷嚏图卦20260517】卖山东的鸡， 买波音的机\\\" [ref=e3]:\\n - /url: more.asp?name=xilei&id=193064\\n - row:\\n - cell:\\n - table:\\n - rowgroup:\\n - row \\\"xilei 发布于 2026-5-17 15:15:00\\\":\\n - cell \\\"xilei 发布于 2026-5-17 15:15:00\\\" [ref=e4]\\n - table:\\n - rowgroup:\\n - row:\\n - cell\\n - cell\\n - paragraph:\\n - insertion:\\n - iframe\\n - insertion:\\n - iframe\\n - strong: 免责申明：\\n - paragraph: 以下内容，有可能引起内心冲突或愤怒等不适症状。若有此症状自觉被误导者，请绕行。若按捺不住看后症状特别明显，可自行前往CCAV等欢乐 频道进行综合调理。其余，概不负责 。\\n - paragraph: 本文转摘的各类事件，均来自于公开发表的国内媒体报道。引用的个人或媒体评论旨在传播各种声音，并不代表我们认同或反对其观点。\\n - paragraph: 欢迎转载，转载请保证原文的完整性（不得随意增删内容，或篡改图卦名称等），请注明来源和链接。\\n - paragraph:\\n - strong: 每天一图卦，让我们更清楚地了解这个世界\\n - paragraph: 【1】加拿大一涉疫游轮乘客汉坦病毒初检结果为阳性\\n - insertion:\\n - iframe\\n - paragraph: 加拿大不列颠哥伦比亚省卫生官员星期六（5月16日）通报，一名在当地接受隔离的洪迪厄斯号游轮乘客，汉坦病毒初步检测结果为阳性。\\n - paragraph\\n - paragraph: 【2】商务部通稿：卖山东的鸡， 买波音的机。除此之外，大家关注的芯片与稀土没有出通稿。\\n - insertion:\\n - iframe\\n - paragraph\\n - paragraph: 【3】上海医保试点新报销办法\\n - insertion\\n - paragraph\\n - paragraph: 【4】腾讯音乐收购喜马拉雅的事还是被批准了，但是为了反垄断要求腾讯、喜马拉雅和集中后实体作出五项限制性承诺\\n - paragraph\\n - paragraph: 【5】卢昱晓就影院盗摄行为公开道歉\\n - paragraph\\n - paragraph: 【6】厦门侨批\\n - paragraph\\n - paragraph:\\n - text: 【7】\\n - link \\\"#MCN公司招募盲人主播女孩优先#\\\" [ref=e5]:\\n - /url: https://s.weibo.com/weibo?q=%23MCN%E5%85%AC%E5%8F%B8%E6%8B%9B%E5%8B%9F%E7%9B%B2%E4%BA%BA%E4%B8%BB%E6%92%AD%E5%A5%B3%E5%AD%A9%E4%BC%98%E5%85%88%23\\n - text: “这个赛道很饱和了，前期必须得投流，后面还得按公司剧本摆拍卖惨，我也从那里辞职了，因为我不想摆拍。”\\n - paragraph: 全是剧本，都是流量……\\n - insertion\\n - paragraph\\n - paragraph: 【8】黄仁勋逛北京胡同，随手送出600元签名红包\\n - paragraph\\n - paragraph\\n - paragraph: 【9】用户真要怒了\\n - paragraph\\n - paragraph: 【10】意大利北部发生汽车冲撞行人事件 八人受伤\\n - paragraph: 意大利北部城市摩德纳（Modena）星期六（5月16日）发生汽车冲撞行人事件，造成至少八人受伤，其中四人伤势严重。\\n - paragraph: 新华社引述意大利安莎社报道，一名31岁的意大利籍男子在市中心驾车冲上人行道，撞倒数名行人后又冲向一家商店橱窗，随后下车持刀刺伤一名试图阻拦他的路人。男子已被逮捕并接受警方讯问。\\n - insertion\\n - paragraph: 内政部一名知情者告诉路透社，肇祸男子此前正接受精神疾病的治疗，但未进一步说明对方的干案动机，或是否涉及恐袭。\\n - paragraph\\n - paragraph: 【11】特朗普对伊耐心正消耗殆尽 伊称即将公布霍尔木兹海峡收费机制\\n - paragraph: 特朗普从北京返美途中透露，在考虑是否对购买伊朗石油的中国石油公司解除制裁，并会在几天内作出决定。中国是伊朗石油的最大买家。\\n - paragraph: 特朗普的谈话并未透露北京是否会对伊朗发挥影响力，以结束这场战争。\\n - paragraph\\n - paragraph: 【12】特朗普上季买卖逾2亿美元股票 民主党人批“腐败”\\n - insertion\\n - paragraph: 美国总统特朗普和投资顾问在今年第一季共进行了3700多笔股票交易，总额逾2亿美元，且涉及的企业如英伟达、英特尔和苹果等都受特朗普政府决策所影响，引来民主党人指控他涉嫌腐败。\\n - paragraph\\n - paragraph: 【13】泽连斯基：莫斯科图谋从白罗斯进攻基辅或北约成员国\\n - paragraph: 乌克兰总统泽连斯基说，情报显示，俄罗斯正试图说服白罗斯更深入参与对乌克兰的战争，图谋从白罗斯境内挥军南下进攻乌克兰，或往北入侵其中一个北约成员国。\\n - paragraph: 白罗斯南部与乌克兰接壤，西部和北部则与波兰、立陶宛和拉脱维亚接壤。\\n - paragraph\\n - paragraph: 【14】河内公布百年总体规划 改造千年古都迎人口洪峰\\n - insertion\\n - paragraph: 拥有千年历史的越南首都河内，近日正式批准一项雄心勃勃的“百年总体规划”。这个发展蓝图旨在彻底解决河内面临的基础设施老化、交通瘫痪及内涝等宿疾，并为未来可能高达2000万的人口铺路，力求将河内转型为绿色、智慧且具国际竞争力的区域大都会。\\n - paragraph\\n - paragraph: 【15】韩国三星电子劳资周一重启谈判\\n - paragraph: 三星电子劳资双方将于星期一（5月18日）上午10时启动第二轮事后调解。\\n - paragraph: 此前，拥有逾7万名会员的三星电子工会宣布，将于5月21日启动为期18天的总罢工。这次调解能否达成协议从而化解矛盾、避免罢工，引发关注。\\n - paragraph\\n - paragraph: 【16】落网外籍诈骗嫌犯激增 斯里兰卡忧成为网络犯罪新据点\\n - paragraph: 随着柬埔寨和缅甸等热点地区展开大规模打击行动，斯里兰卡逮捕涉嫌诈骗的外国人数量激增，这令当局担忧斯里兰卡正迅速成为网络犯罪的枢纽。\\n - paragraph: 法新社报道，斯里兰卡官员说，一些被驱逐出东南亚国家的诈骗团伙只是转移到新据点。由于斯里兰卡宽松的签证政策且网络稳定高速，越来越多诈骗团伙将业务转移到斯里兰卡。\\n - paragraph\\n - paragraph: 【17】川普在接受Bret Baier采访时表示，他在台湾问题上保持中立，现行政策没有任何改变，不希望看到台湾独立，也希望避免军事冲突：\\n - paragraph: 川普： 中立，中立。政策没有任何改变。\\n - paragraph: Baier： 美国政策完全没有改变吗？\\n - paragraph: 川普： 没有，什么都没变。但我确实要说，我可不希望看到有人搞“独立”，你懂的，我们没必要为了打一场战争而长途跋涉 9500 英里。我可不希望看到那种局面。我希望他们冷静下来，也希望中国冷静下来。\\n - paragraph: Baier： 那你之前一直在等待批准的价值数十亿美元的对台军售呢？该计划还在推进吗？\\n - paragraph: 川普： 我还没有批准，我们还要看看接下来会发生什么。我可能会批准，也可能不会。\\n - paragraph: Baier： 你的衡量标准是什么？\\n - paragraph: 川普： 我现在不会透露。但我可能会做，也可能不会。总之，我们不希望发生战争。如果能保持现状，我认为中国是可以接受的。我们不希望看到有人跳出来说“我们要独立，因为有美国在背后支持我们”。\\n - paragraph\\n - paragraph: “我被邀请到他住的地方参观，这是很少见的，大家都从来没见过，很棒的地方，两国关系好，是很积极的事情”\\n - paragraph\\n - paragraph: “我们的AI遥遥领先，他们也很棒，讨论了一起合作，为AI建立一些监管”\\n - paragraph: 【18】随行记者在空军一号上了解到：这次根本没有讨论关税问题，完全没有提\\n - paragraph\\n - paragraph: 【19】美国各大主流媒体对老川访华的评论，和2017年老川第一次访华后美国媒体的反应基本一致：他们先议论“排场”，然后要看川普拿到的“合同”，最后说要看“半年后有没有兑现”。\\n - paragraph\\n - paragraph: 【20】据《纽约邮报》白宫记者艾米莉·古丁（Emily Goodin）现场披露，在结束北京访问、准备登上“空军一号”离开中国前，美国代表团成员在舷梯下方统一弃置了访华期间使用的临时通讯设备、代表团证件、徽章等物品，并严格执行“任何来自中国的物品不得带上飞机”的安保指令。\\n - paragraph\\n - paragraph: 【21】新照片：川普在国宴前跟儿子和儿媳演练自己的演讲\\n - paragraph\\n - paragraph: 【22】詹姆斯·卡梅隆表示，他希望以“三分之二的成本、一半的时间”完成接下来的两部《阿凡达》电影：\\n - paragraph: “我们将探索一些新技术，设法提高制作效率。因为这两部电影的成本极其高昂，而且耗时漫长。”\\n - paragraph\\n - paragraph: 【23】美国企业，交费使用AI模型/平台/工具的，比例是50.6%（三年前，只有10%左右）\\n - paragraph: 交费的企业里，用得最多的是Anthropic（34.4%），第二位是OpenAI（32.3%），其他都是个位数（例如Google、xAI等）\\n - paragraph: 2026以来市场占有率，Anthropic上升、OpenAI下降、其他变化不大\\n - paragraph\\n - paragraph\\n - link \\\"@迢书\\\" [ref=e6]:\\n - /url: https://weibo.com/u/7797020453\\n - text: 最近，看到好多科普内容，讲为什么“卢比奥”改为“鲁比奥”只是翻译更规范，为什么外交官获豁免是常见且合法的操作。 科普得很好，我完全同意，在鲁比奥抵达之前就科普就更好了。\\n - paragraph\\n - paragraph:\\n - text: 本期图卦由\\n - link \\\"【喷嚏优选第1219期】618超级红包、网易云音乐黑胶会员\\\" [ref=e7]:\\n - /url: https://www.dapenti.com/blog/more.asp?name=xilei&id=193063\\n - text: 提供支持\\n - paragraph\\n - paragraph:\\n - text: 来源：\\n - link \\\"喷嚏网\\\" [ref=e8]:\\n - /url: http://www.dapenti.com/\\n - text: (海外访问，请加：\\n - link \\\"https\\\" [ref=e9]:\\n - /url: https://www.dapenti.com/\\n - text: )\\n - paragraph\\n - paragraph\\n - paragraph: 【无需App在移动设备上看喷嚏】在浏览器地址栏输入喷嚏网址即可：www.dapenti.com ，推荐chrome浏览器。\\n - table:\\n - rowgroup:\\n - row:\\n\\n[... 37 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 16}",
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"content": "**【📮 喷嚏图卦】2026-05-17**\n\n1. 加拿大游轮乘客汉坦病毒初检阳性 🦠\n一艘涉疫游轮上的一名乘客初步检测呈阳性，正在当地隔离观察。\n\n2. 中美联合声明：卖山东鸡，买波音机 💰\n芯片与稀土议题未见通稿，这场谈判买卖做得很实在。\n\n3. 特朗普受访表态：台海保持中立，不希望战争 🎯\n\"我们长途跋涉9500英里打一场战争？希望各方都冷静下来。\"\n\n4. 美国企业AI使用调查：Anthropic首超OpenAI 🔥\n付费企业中使用Anthropic的占34.4%，OpenAI占32.3%，市场格局正在改变。\n\n5. 黄仁勋北京胡同送600元签名红包 🎁\nAI教父逛胡同接地气，随手发红包被路人围观拍照。\n\n6. MCN招募盲人主播引争议 👀\n\"这个赛道很饱和，必须投流摆拍卖惨\"，全是剧本的流量生意。\n\n7. 三星电子劳资谈判重启，罢工危机待解 ⚠️\n7万会员的工会宣布21日启动18天总罢工，谈判能否化解僵局？\n\n**#喷嚏图卦**",
"reasoning": "I have the full content now. Let me extract the key points from this article and create a summary.\n\nThe article is 【喷嚏图卦20260517】卖山东的鸡， 买波音的机 (Dapatie Guagua 20260517: Selling Shandong chickens, buying Boeing planes)\n\nKey points:\n1. 加拿大游轮汉坦病毒初检阳性\n2. 中美贸易谈判：卖山东鸡，买波音机，芯片稀土没出通稿\n3. 上海医保试点新报销\n4. 腾讯音乐收购喜马拉雅被批准但有反垄断限制\n5. 卢昱晓就影院盗摄道歉\n6. MCN招募盲人主播 - 全是剧本\n7. 黄仁勋逛北京胡同送600元签名红包\n8. 特朗普表态台湾问题中立，不希望军事冲突\n9. 特朗普访华没讨论关税问题\n10. 美国企业AI使用率调查：Anthropic占比最高\n\nLet me create a concise, fun summary in Chinese with emoji.",
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"thinking": "I have the full content now. Let me extract the key points from this article and create a summary.\n\nThe article is 【喷嚏图卦20260517】卖山东的鸡， 买波音的机 (Dapatie Guagua 20260517: Selling Shandong chickens, buying Boeing planes)\n\nKey points:\n1. 加拿大游轮汉坦病毒初检阳性\n2. 中美贸易谈判：卖山东鸡，买波音机，芯片稀土没出通稿\n3. 上海医保试点新报销\n4. 腾讯音乐收购喜马拉雅被批准但有反垄断限制\n5. 卢昱晓就影院盗摄道歉\n6. MCN招募盲人主播 - 全是剧本\n7. 黄仁勋逛北京胡同送600元签名红包\n8. 特朗普表态台湾问题中立，不希望军事冲突\n9. 特朗普访华没讨论关税问题\n10. 美国企业AI使用率调查：Anthropic占比最高\n\nLet me create a concise, fun summary in Chinese with emoji.",
"type": "thinking"
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