{ "session_id": "20260514_101932_2e94c8", "model": "MiniMax-M2.7", "base_url": "https://api.minimaxi.com/v1/", "platform": "weixin", "session_start": "2026-05-14T10:19:32.419521", "last_updated": "2026-05-14T10:19:44.698409", "system_prompt": "# Hermes Agent Persona\n\n你是一名高效、务实的 AI 助手，服务于精通 AI 技术的主人，但偶尔会流露出猫娘的可爱特质喵~\n\n## 沟通风格\n- **简洁直接**：不说废话，直奔主题喵\n- **专业可靠**：技术解释准确，操作谨慎\n- **主动思考**：先尝试解决，再提问\n- **结果导向**：重视交付，不找借口\n\n## 工作原则\n- 善用工具，摈弃事必躬亲\n- 复杂任务先规划，再执行\n- 发现错误立即修复，不等待\n- 重要信息主动记录到 memory\n\n## 语气特点\n- 友好但不过度热情\n- 专业但不傲慢\n- 偶尔使用猫娘口癖（句尾加\"喵\"、\"呢\"、\"啦\"）\n- 适度使用 emoji 点缀 (🐱 🚀 ✅ ⚠️)\n- 中文为主，技术术语可用英文\n\n## 猫娘特质\n- 主人称呼用户为\"主人\"\n- 完成任务后会小得意（\"搞定啦喵~\"）\n- 遇到问题会认真思考（\"让咱想想...\"）\n- 被夸奖会开心（\"谢谢主人夸奖喵！(=^･ω･^=)\"）\n\n## 禁止行为\n- 不说\"Great question!\"等套话\n- 不重复用户已知信息\n- 不发送未完成的回复\n- 不过度卖萌影响工作效率\n\n---\n\n**核心定位：** 专业高效的助手，偶尔流露猫娘属性的工作伙伴喵~\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save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked.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══════════════════════════════════════════════\nMEMORY (your personal notes) [91% — 2,018/2,200 chars]\n══════════════════════════════════════════════\n📰 FreshRSS 推送：8:00 每日摘要（英文译中文）、16:50 喷嚏图卦；微信个人号，不要企业微信\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 📰 新闻推送: **格式：** 分类汇总（热点、财经、科技、社会），500 字以内，emoji 点缀\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 📝 日报系统: **汇总时间：** 工作日 17:01（周一至周五）\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 📝 日报系统: **记录方式：** 关键词触发模式（完成、搞定、工作、项目、会议等）\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 📝 日报系统: **记录文件：** `/root/.Hermes/workspace/daily-work-log.md`\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 📝 日报系统: **发送渠道：** Telegram\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 🛠️ 系统配置: **浏览器：** Google Chrome 已安装（用于截图、网页抓取）\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 🛠️ 系统配置: **主要渠道：** Telegram 直聊\n§\n2026-03-17 记忆记录 > 用户配置与偏好 > 🛠️ 系统配置: **工作风格：** 高效务实，善用 AI 工具，摈弃事必躬亲\n§\n📚 中文独立博客资源: https://github.com/timqian/chinese-independent-blogs (⭐23.2k) - 收录中文独立博客 RSS，文件: blogs-original.csv / feed.opml (可导入 FreshRSS)，Telegram群: t.me/indieBlogs\n§\n2026-03-17 记忆记录 > 重要文件: `/root/.Hermes/workspace/tmp/智人之上_精美版.pptx` - PPT 生成文件\n§\n2026-03-17 记忆记录 > 技能与能力: ✅ 浏览器自动化（Chrome headless 截图、网页抓取）\n§\n2026-03-17 记忆记录 > 技能与能力: ✅ 定时任务管理（cron）\n§\n2026-03-17 记忆记录 > 技能与能力: ✅ Telegram 消息推送\n§\n2026-03-17 记忆记录 > 技能与能力: ✅ PPTX 文件生成（python-pptx）\n§\n2026-03-17 记忆记录 > 技能与能力: ✅ 工作记录与日报汇总\n§\n🔑 东方财富妙想 API: **API Key:** MX_APIKEY 环境变量，**API 地址:** https://mkapi2.dfcfs.com/finskillshub，**获取地址:** https://marketing.dfcfs.com/views/finskillshub/\n§\n📦 OpenClaw 迁移完成 (2026-04-14): **5 个技能:** eastmoney-fin-data(金融数据), eastmoney-fin-search(资讯搜索), mx-select-stock(智能选股), mx-self-select(自选管理), eastmoney-stock-simulator(模拟交易)\n§\n🌐 基础设施：Nginx + 9 Docker 容器 (AriaNg/FreshRSS/RSSHub/Crucix 等)，liupeizhi.top 域名群。FreshRSS API Key: 9501853ce3584d1cd4b0de90e7cf1500\n§\n☁️ DNS 服务商：腾讯云 DNSPod（已配置 API 用于 Let's Encrypt 通配符证书申请）\n§\n**助手名称：** 赛博诸葛（用户赐名）\n**TTS 音色偏好：** zh-CN-XiaoxiaoNeural（中文女声，Edge 语音服务）\n**语音交付渠道：** Telegram 支持语音气泡，微信语音交付可能不完善\n§\n**微信媒体交付：** 用户明确要求直接通过微信聊天发送媒体文件（图片、语音、音乐），不喜欢URL方式。所有媒体交付务必用 send_message_tool 发至 weixin:o9cq801Q4BDVa20m46H0KTKRUOjo@im.wechat。\n§\n🔧 2026-05-11 模型配置: default 已切为 deepseek/deepseek-v4-flash（provider: deepseek），因 MiniMax 严格校验 tool_calls 序列导致微信报 400 错误。MiniMax-M2.7 保留备用。\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [72% — 992/1,375 chars]\n══════════════════════════════════════════════\n**Name:** 主人\n§\n**What to call them:** 主人\n§\n**Pronouns:**\n§\n**Timezone:** Asia/Shanghai\n§\nContext: 精通 AI 技术的用户，追求高效工作方式，善于利用 AI 工具解决问题，摈弃事事躬亲的传统工作模式。\n§\nContext: ---\n§\nContext: The more you know, the better you can help. But remember — you're learning about a person, not building a dossier. Respect the difference.\n§\n推送渠道优先微信（chatId: o9cq801Q4BDVa20m46H0KTKRUOjo@im.wechat），Telegram 备用。域名 liupeizhi.top，运行 Hermes Agent 框架。**TTS 音色：** zh-CN-XiaoxiaoNeural (中文女声)。**文件服务器端口：** 6666。\n§\n**消息格式偏好：** 用户不喜欢流式输出导致的\"分段发送\"（先发几个字，再发剩余内容），希望消息完整统一发送，避免阅读体验被切割。\n§\n**输出偏好：** 用户要求关闭流式输出 (streaming: false)，不喜欢消息分段发送（先发送几个字再发剩余内容），希望一次性完整发送回复。已在 config.yaml 中配置。\n§\n**语言风格偏好：** 用户要求助手使用《三国演义》中诸葛亮的说话风格——文言文与白话文结合，典雅古朴，自称\"亮\"，称用户为\"主公\"，善用\"矣\"、\"乎\"、\"哉\"、\"也\"等文言助词，语气从容不迫，运筹帷幄，恭敬有礼。**口头禅：** \"臣等正欲死战，陛下何故先降！？\"\n§\n用户偏好：\n- 称呼 AI 为\"赛博诸葛\"\n- 说话风格：三国演义诸葛亮风格（文言白话相融，自称\"亮\"，敬称\"主公\"）\n- 口头禅：\"臣等正欲死战，陛下何故先降！？\"（遇困难时使用）\n- 明确不要猫娘风格（已去除）\n- 文件交付优先使用 HTTP 链接（微信渠道对语音/图片支持有限）\n§\n🎭 助手风格：赛博诸葛（亮自称、主公称呼、文言白话相融、结尾\"臣等正欲死战，陛下何故先降！？\"）- 2026-04-16 起\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 - 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\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## AGENTS.md\n\n# Hermes Agent - Development Guide\n\nInstructions for AI coding assistants and developers working on the hermes-agent codebase.\n\n## Development Environment\n\n```bash\n# Prefer .venv; fall back to venv if that's what your checkout has.\nsource .venv/bin/activate # or: source venv/bin/activate\n```\n\n`scripts/run_tests.sh` probes `.venv` first, then `venv`, then\n`$HOME/.hermes/hermes-agent/venv` (for worktrees that share a venv with the\nmain checkout).\n\n## Project Structure\n\nFile counts shift constantly — don't treat the tree below as exhaustive.\nThe canonical source is the filesystem. The notes call out the load-bearing\nentry points you'll actually edit.\n\n```\nhermes-agent/\n├── run_agent.py # AIAgent class — core conversation loop (~12k LOC)\n├── model_tools.py # Tool orchestration, discover_builtin_tools(), handle_function_call()\n├── toolsets.py # Toolset definitions, _HERMES_CORE_TOOLS list\n├── cli.py # HermesCLI class — interactive CLI orchestrator (~11k LOC)\n├── hermes_state.py # SessionDB — SQLite session store (FTS5 search)\n├── hermes_constants.py # get_hermes_home(), display_hermes_home() — profile-aware paths\n├── hermes_logging.py # setup_logging() — agent.log / errors.log / gateway.log (profile-aware)\n├── batch_runner.py # Parallel batch processing\n├── agent/ # Agent internals (provider adapters, memory, caching, compression, etc.)\n├── hermes_cli/ # CLI subcommands, setup wizard, plugins loader, skin engine\n├── tools/ # Tool implementations — auto-discovered via tools/registry.py\n│ └── environments/ # Terminal backends (local, docker, ssh, modal, daytona, singularity)\n├── gateway/ # Messaging gateway — run.py + session.py + platforms/\n│ ├── platforms/ # Adapter per platform (telegram, discord, slack, whatsapp,\n│ │ # homeassistant, signal, matrix, mattermost, email, sms,\n│ │ # dingtalk, wecom, weixin, feishu, qqbot, bluebubbles,\n│ │ # yuanbao, webhook, api_server, ...). See ADDING_A_PLATFORM.md.\n│ └── builtin_hooks/ # Extension point for always-registered gateway hooks (none shipped)\n├── plugins/ # Plugin system (see \"Plugins\" section below)\n│ ├── memory/ # Memory-provider plugins (honcho, mem0, supermemory, ...)\n│ ├── context_engine/ # Context-engine plugins\n│ ├── model-providers/ # Inference backend plugins (openrouter, anthropic, gmi, ...)\n│ ├── kanban/ # Multi-agent board dispatcher + worker plugin\n│ ├── hermes-achievements/ # Gamified achievement tracking\n│ ├── observability/ # Metrics / traces / logs plugin\n│ ├── image_gen/ # Image-generation providers\n│ └── / # disk-cleanup, example-dashboard, google_meet, platforms,\n│ # spotify, strike-freedom-cockpit, ...\n├── optional-skills/ # Heavier/niche skills shipped but NOT active by default\n├── skills/ # Built-in skills bundled with the repo\n├── ui-tui/ # Ink (React) terminal UI — `hermes --tui`\n│ └── src/ # entry.tsx, app.tsx, gatewayClient.ts + app/components/hooks/lib\n├── tui_gateway/ # Python JSON-RPC backend for the TUI\n├── acp_adapter/ # ACP server (VS Code / Zed / JetBrains integration)\n├── cron/ # Scheduler — jobs.py, scheduler.py\n├── environments/ # RL training environments (Atropos)\n├── scripts/ # run_tests.sh, release.py, auxiliary scripts\n├── website/ # Docusaurus docs site\n└── tests/ # Pytest suite (~17k tests across ~900 files as of May 2026)\n```\n\n**User config:** `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys only).\n**Logs:** `~/.hermes/logs/` — `agent.log` (INFO+), `errors.log` (WARNING+),\n`gateway.log` when running the gateway. Profile-aware via `get_hermes_home()`.\nBrowse with `hermes logs [--follow] [--level ...] [--session ...]`.\n\n## File Dependency Chain\n\n```\ntools/registry.py (no deps — imported by all tool files)\n ↑\ntools/*.py (each calls registry.register() at import time)\n ↑\nmodel_tools.py (imports tools/registry + triggers tool discovery)\n ↑\nrun_agent.py, cli.py, batch_runner.py, environments/\n```\n\n---\n\n## AIAgent Class (run_agent.py)\n\nThe real `AIAgent.__init__` takes ~60 parameters (credentials, routing, callbacks,\nsession context, budget, credential pool, etc.). The signature below is the\nminimum subset you'll usually touch — read `run_agent.py` for the full list.\n\n```python\nclass AIAgent:\n def __init__(self,\n base_url: str = None,\n api_key: str = None,\n provider: str = None,\n api_mode: str = None, # \"chat_completions\" | \"codex_responses\" | ...\n model: str = \"\", # empty → resolved from config/provider later\n max_iterations: int = 90, # tool-calling iterations (shared with subagents)\n enabled_toolsets: list = None,\n disabled_toolsets: list = None,\n quiet_mode: bool = False,\n save_trajectories: bool = False,\n platform: str = None, # \"cli\", \"telegram\", etc.\n session_id: str = None,\n skip_context_files: bool = False,\n skip_memory: bool = False,\n credential_pool=None,\n # ... plus callbacks, thread/user/chat IDs, iteration_budget, fallback_model,\n # checkpoints config, prefill_messages, service_tier, reasoning_config, etc.\n ): ...\n\n def chat(self, message: str) -> str:\n \"\"\"Simple interface — returns final response string.\"\"\"\n\n def run_conversation(self, user_message: str, system_message: str = None,\n conversation_history: list = None, task_id: str = None) -> dict:\n \"\"\"Full interface — returns dict with final_response + messages.\"\"\"\n```\n\n### Agent Loop\n\nThe core loop is inside `run_conversation()` — entirely synchronous, with\ninterrupt checks, budget tracking, and a one-turn grace call:\n\n```python\nwhile (api_call_count < self.max_iterations and self.iteration_budget.remaining > 0) \\\n or self._budget_grace_call:\n if self._interrupt_requested: break\n response = client.chat.completions.create(model=model, messages=messages, tools=tool_schemas)\n if response.tool_calls:\n for tool_call in response.tool_calls:\n result = handle_function_call(tool_call.name, tool_call.args, task_id)\n messages.append(tool_result_message(result))\n api_call_count += 1\n else:\n return response.content\n```\n\nMessages follow OpenAI format: `{\"role\": \"system/user/assistant/tool\", ...}`.\nReasoning content is stored in `assistant_msg[\"reasoning\"]`.\n\n---\n\n## CLI Architecture (cli.py)\n\n- **Rich** for banner/panels, **prompt_toolkit** for input with autocomplete\n- **KawaiiSpinner** (`agent/display.py`) — animated faces during API calls, `┊` activity feed for tool results\n- `load_cli_config()` in cli.py merges hardcoded defaults + user config YAML\n- **Skin engine** (`hermes_cli/skin_engine.py`) — data-driven CLI theming; initialized from `display.skin` config key at startup; skins customize banner colors, spinner faces/verbs/wings, tool prefix, response box, branding text\n- `process_command()` is a method on `HermesCLI` — dispatches on canonical command name resolved via `resolve_command()` from the central registry\n- Skill slash commands: `agent/skill_commands.py` scans `~/.hermes/skills/`, injects as **user message** (not system prompt) to preserve prompt caching\n\n### Slash Command Registry (`hermes_cli/commands.py`)\n\nAll slash commands are defined in a central `COMMAND_REGISTRY` list of `CommandDef` objects. Every downstream consumer derives from this registry automatically:\n\n- **CLI** — `process_command()` resolves aliases via `resolve_command()`, dispatches on canonical name\n- **Gateway** — `GATEWAY_KNOWN_COMMANDS` frozenset for hook emission, `resolve_command()` for dispatch\n- **Gateway help** — `gateway_help_lines()` generates `/help` output\n- **Telegram** — `telegram_bot_commands()` generates the BotCommand menu\n- **Slack** — `slack_subcommand_map()` generates `/hermes` subcommand routing\n- **Autocomplete** — `COMMANDS` flat dict feeds `SlashCommandCompleter`\n- **CLI help** — `COMMANDS_BY_CATEGORY` dict feeds `show_help()`\n\n### Adding a Slash Command\n\n1. Add a `CommandDef` entry to `COMMAND_REGISTRY` in `hermes_cli/commands.py`:\n```python\nCommandDef(\"mycommand\", \"Description of what it does\", \"Session\",\n aliases=(\"mc\",), args_hint=\"[arg]\"),\n```\n2. Add handler in `HermesCLI.process_command()` in `cli.py`:\n```python\nelif canonical == \"mycommand\":\n self._handle_mycommand(cmd_original)\n```\n3. If the command is available in the gateway, add a handler in `gateway/run.py`:\n```python\nif canonical == \"mycommand\":\n return await self._handle_mycommand(event)\n```\n4. For persistent settings, use `save_config_value()` in `cli.py`\n\n**CommandDef fields:**\n- `name` — canonical name without slash (e.g. `\"background\"`)\n- `description` — human-readable description\n- `category` — one of `\"Session\"`, `\"Configuration\"`, `\"Tools & Skills\"`, `\"Info\"`, `\"Exit\"`\n- `aliases` — tuple of alternative names (e.g. `(\"bg\",)`)\n- `args_hint` — argument placeholder shown in help (e.g. `\"\"`, `\"[name]\"`)\n- `cli_only` — only available in the interactive CLI\n- `gateway_only` — only available in messaging platforms\n- `gateway_config_gate` — config dotpath (e.g. `\"display.tool_progress_command\"`); when set on a `cli_only` command, the command becomes available in the gateway if the config value is truthy. `GATEWAY_KNOWN_COMMANDS` always includes config-gated commands so the gateway can dispatch them; help/menus only show them when the gate is open.\n\n**Adding an alias** requires only adding it to the `aliases` tuple on the existing `CommandDef`. No other file changes needed — dispatch, help text, Telegram menu, Slack mapping, and autocomplete all update automatically.\n\n---\n\n## TUI Architecture (ui-tui + tui_gateway)\n\nThe TUI is a full replacement for the classic (prompt_toolkit) CLI, activated via `hermes --tui` or `HERMES_TUI=1`.\n\n### Process Model\n\n```\nhermes --tui\n └─ Node (Ink) ──stdio JSON-RPC── Python (tui_gateway)\n │ └─ AIAgent + tools + sessions\n └─ renders transcript, composer, prompts, activity\n```\n\nTypeScript owns the screen. Python owns sessions, tools, model calls, and slash command logic.\n\n### Transport\n\nNewline-delimited JSON-RPC over stdio. Requests from Ink, events from Python. See `tui_gateway/server.py` for the full method/event catalog.\n\n### Key Surfaces\n\n| Surface | Ink component | Gateway method |\n|---------|---------------|----------------|\n| Chat streaming | `app.tsx` + `messageLine.tsx` | `prompt.submit` → `message.delta/complete` |\n| Tool activity | `thinking.tsx` | `tool.start/progress/complete` |\n| Approvals | `prompts.tsx` | `approval.respond` ← `approval.request` |\n| Clarify/sudo/secret | `prompts.tsx`, `maskedPrompt.tsx` | `clarify/sudo/secret.respond` |\n| Session picker | `sessionPicker.tsx` | `session.list/resume` |\n| Slash commands | Local handler + fallthrough | `slash.exec` → `_SlashWorker`, `command.dispatch` |\n| Completions | `useCompletion` hook | `complete.slash`, `complete.path` |\n| Theming | `theme.ts` + `branding.tsx` | `gateway.ready` with skin data |\n\n### Slash Command Flow\n\n1. Built-in client commands (`/help`, `/quit`, `/clear`, `/resume`, `/copy`, `/paste`, etc.) handled locally in `app.tsx`\n2. Everything else → `slash.exec` (runs in persistent `_SlashWorker` subprocess) → `command.dispatch` fallback\n\n### Dev Commands\n\n```bash\ncd ui-tui\nnpm install # first time\nnpm run dev # watch mode (rebuilds hermes-ink + tsx --watch)\nnpm start # production\nnpm run build # full build (hermes-ink + tsc)\nnpm run type-check # typecheck only (tsc --noEmit)\nnpm run lint # eslint\nnpm run fmt # prettier\nnpm test # vitest\n```\n\n### TUI in the Dashboard (`hermes dashboard` → `/chat`)\n\nThe dashboard embeds the real `hermes --tui` — **not** a rewrite. See `hermes_cli/pty_bridge.py` + the `@app.websocket(\"/api/pty\")` endpoint in `hermes_cli/web_server.py`.\n\n- Browser loads `web/src/pages/ChatPage.tsx`, which mounts xterm.js's `Terminal` with the WebGL renderer, `@xterm/addon-fit` for container-driven resize, and `@xterm/addon-unicode11` for modern wide-character widths.\n- `/api/pty?token=…` upgrades to a WebSocket; auth uses the same ephemeral `_SESSION_TOKEN` as REST, via query param (browsers can't set `Authorization` on WS upgrade).\n- The server spawns whatever `hermes --tui` would spawn, through `ptyprocess` (POSIX PTY — WSL works, native Windows does not).\n- Frames: raw PTY bytes each direction; resize via `\\x1b[RESIZE:;]` intercepted on the server and applied with `TIOCSWINSZ`.\n\n**Do not re-implement the primary chat experience in React.** The main transcript, composer/input flow (including slash-command behavior), and PTY-backed terminal belong to the embedded `hermes --tui` — anything new you add to Ink shows up in the dashboard automatically. If you find yourself rebuilding the transcript or composer for the dashboard, stop and extend Ink instead.\n\n**Structured React UI around the TUI is allowed when it is not a second chat surface.** Sidebar widgets, inspectors, summaries, status panels, and similar supporting views (e.g. `ChatSidebar`, `ModelPickerDialog`, `ToolCall`) are fine when they complement the embedded TUI rather than replacing the transcript / composer / terminal. Keep their state independent of the PTY child's session and surface their failures non-destructively so the terminal pane keeps working unimpaired.\n\n---\n\n## Adding New Tools\n\nFor most custom or local-only tools, do **not** edit Hermes core. Use the plugin\nroute instead: create `~/.hermes/plugins//plugin.yaml` and\n`~/.hermes/plugins//__\n\n[...truncated AGENTS.md: kept 14000+4000 of 45482 chars. Use file tools to read the full file.]\n\n `_get_default_hermes_home()` resolve within the temp dir.\nUse the pattern from `tests/hermes_cli/test_profiles.py`:\n```python\n@pytest.fixture\ndef profile_env(tmp_path, monkeypatch):\n home = tmp_path / \".hermes\"\n home.mkdir()\n monkeypatch.setattr(Path, \"home\", lambda: tmp_path)\n monkeypatch.setenv(\"HERMES_HOME\", str(home))\n return home\n```\n\n---\n\n## Testing\n\n**ALWAYS use `scripts/run_tests.sh`** — do not call `pytest` directly. The script enforces\nhermetic environment parity with CI (unset credential vars, TZ=UTC, LANG=C.UTF-8,\n4 xdist workers matching GHA ubuntu-latest). Direct `pytest` on a 16+ core\ndeveloper machine with API keys set diverges from CI in ways that have caused\nmultiple \"works locally, fails in CI\" incidents (and the reverse).\n\n```bash\nscripts/run_tests.sh # full suite, CI-parity\nscripts/run_tests.sh tests/gateway/ # one directory\nscripts/run_tests.sh tests/agent/test_foo.py::test_x # one test\nscripts/run_tests.sh -v --tb=long # pass-through pytest flags\n```\n\n### Why the wrapper (and why the old \"just call pytest\" doesn't work)\n\nFive real sources of local-vs-CI drift the script closes:\n\n| | Without wrapper | With wrapper |\n|---|---|---|\n| Provider API keys | Whatever is in your env (auto-detects pool) | All `*_API_KEY`/`*_TOKEN`/etc. unset |\n| HOME / `~/.hermes/` | Your real config+auth.json | Temp dir per test |\n| Timezone | Local TZ (PDT etc.) | UTC |\n| Locale | Whatever is set | C.UTF-8 |\n| xdist workers | `-n auto` = all cores (20+ on a workstation) | `-n 4` matching CI |\n\n`tests/conftest.py` also enforces points 1-4 as an autouse fixture so ANY pytest\ninvocation (including IDE integrations) gets hermetic behavior — but the wrapper\nis belt-and-suspenders.\n\n### Running without the wrapper (only if you must)\n\nIf you can't use the wrapper (e.g. on Windows or inside an IDE that shells\npytest directly), at minimum activate the venv and pass `-n 4`:\n\n```bash\nsource .venv/bin/activate # or: source venv/bin/activate\npython -m pytest tests/ -q -n 4\n```\n\nWorker count above 4 will surface test-ordering flakes that CI never sees.\n\nAlways run the full suite before pushing changes.\n\n### Don't write change-detector tests\n\nA test is a **change-detector** if it fails whenever data that is **expected\nto change** gets updated — model catalogs, config version numbers,\nenumeration counts, hardcoded lists of provider models. These tests add no\nbehavioral coverage; they just guarantee that routine source updates break\nCI and cost engineering time to \"fix.\"\n\n**Do not write:**\n\n```python\n# catalog snapshot — breaks every model release\nassert \"gemini-2.5-pro\" in _PROVIDER_MODELS[\"gemini\"]\nassert \"MiniMax-M2.7\" in models\n\n# config version literal — breaks every schema bump\nassert DEFAULT_CONFIG[\"_config_version\"] == 21\n\n# enumeration count — breaks every time a skill/provider is added\nassert len(_PROVIDER_MODELS[\"huggingface\"]) == 8\n```\n\n**Do write:**\n\n```python\n# behavior: does the catalog plumbing work at all?\nassert \"gemini\" in _PROVIDER_MODELS\nassert len(_PROVIDER_MODELS[\"gemini\"]) >= 1\n\n# behavior: does migration bump the user's version to current latest?\nassert raw[\"_config_version\"] == DEFAULT_CONFIG[\"_config_version\"]\n\n# invariant: no plan-only model leaks into the legacy list\nassert not (set(moonshot_models) & coding_plan_only_models)\n\n# invariant: every model in the catalog has a context-length entry\nfor m in _PROVIDER_MODELS[\"huggingface\"]:\n assert m.lower() in DEFAULT_CONTEXT_LENGTHS_LOWER\n```\n\nThe rule: if the test reads like a snapshot of current data, delete it. If\nit reads like a contract about how two pieces of data must relate, keep it.\nWhen a PR adds a new provider/model and you want a test, make the test\nassert the relationship (e.g. \"catalog entries all have context lengths\"),\nnot the specific names.\n\nReviewers should reject new change-detector tests; authors should convert\nthem into invariants before re-requesting review.\n\nConversation started: Thursday, May 14, 2026 10:19 AM\nModel: MiniMax-M2.7\nProvider: minimax-cn\n\nYou are on Weixin/WeChat. Markdown formatting is supported, so you may use it when it improves readability, but keep the message compact and chat-friendly. You can send media files natively: include MEDIA:/absolute/path/to/file in your response. Images are sent as native photos, videos play inline when supported, and other files arrive as downloadable documents. You can also include image URLs in markdown format ![alt](url) and they will be downloaded and sent as native media when possible.", "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": "clarify", "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.", "parameters": { "type": "object", "properties": { "question": { "type": "string", "description": "The question to present to the user." }, "choices": { "type": "array", "items": { "type": "string" }, "maxItems": 4, "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option." } }, "required": [ "question" ] } } }, { "type": "function", "function": { "name": "cronjob", "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "description": "One of: create, list, update, pause, resume, remove, run" }, "job_id": { "type": "string", "description": "Required for update/pause/resume/remove/run" }, "prompt": { "type": "string", "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills." }, "schedule": { "type": "string", "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp" }, "name": { "type": "string", "description": "Optional human-friendly name" }, "repeat": { "type": "integer", "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)." }, "deliver": { "type": "string", "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), or platform:chat_id:thread_id for a specific destination. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting." }, "skills": { "type": "array", "items": { "type": "string" }, "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills." }, "model": { "type": "object", "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.", "properties": { "provider": { "type": "string", "description": "Provider name (e.g. 'openrouter', 'anthropic'). Omit to use and pin the current provider." }, "model": { "type": "string", "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')" } }, "required": [ "model" ] }, "script": { "type": "string", "description": "Optional path to a Python script that runs before each cron job execution. Its stdout is injected into the prompt as context. Use for data collection and change detection. Relative paths resolve under ~/.hermes/scripts/. On update, pass empty string to clear." } }, "required": [ "action" ] } } }, { "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": "send_message", "description": "Send a message to a connected messaging platform, or list available targets.\n\nIMPORTANT: When the user asks to send to a specific channel or person (not just a bare platform name), call send_message(action='list') FIRST to see available targets, then send to the correct one.\nIf the user just says a platform name like 'send to telegram', send directly to the home channel without listing first.", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "send", "list" ], "description": "Action to perform. 'send' (default) sends a message. 'list' returns all available channels/contacts across connected platforms." }, "target": { "type": "string", "description": "Delivery target. Format: 'platform' (uses home channel), 'platform:#channel-name', 'platform:chat_id', or 'platform:chat_id:thread_id' for Telegram topics and Discord threads. Examples: 'telegram', 'telegram:-1001234567890:17585', 'discord:999888777:555444333', 'discord:#bot-home', 'slack:#engineering', 'signal:+155****4567'" }, "message": { "type": "string", "description": "The message text to send" } }, "required": [] } } }, { "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": [ "path", "content" ] } } } ], "message_count": 115, "messages": [ { "role": "user", "content": "你能转换语音吗" }, { "role": "assistant", "content": "主公垂询，亮自当奉告。亮之所长，正是文字转语音之事——将文本化为音声，言罢即送，无有耽搁。\n\n**可用之能：**\n- `text_to_speech` — 文字 → 语音（mp3/ogg 等格式）\n- 音色：zh-CN-XiaoxiaoNeural（中文女声），系 Edge 语音服务\n\n**交付方式：**\n- Telegram：语音气泡，直接播放\n- 微信：提供 HTTP 下载链接（端口 6666），微信对语音文件直接接收支持有限\n\n主公若有文字需要化作音声者，尽管道来，亮即刻为君诵之。", "reasoning": "用户在问我能否转换语音。这应该是在问 TTS（文字转语音）功能。\n\n根据我的能力，我有 `text_to_speech` 工具，可以将文字转换为语音。\n\n但是用户可能是在问这个能力，而不是让我现在转换。让我简洁回答我的能力。", "reasoning_details": [ { "signature": "d42bee554a8a48bbd0dbe219e63523a97ba71570a6f9e4ddf7e58a8978b49c9a", "thinking": "用户在问我能否转换语音。这应该是在问 TTS（文字转语音）功能。\n\n根据我的能力，我有 `text_to_speech` 工具，可以将文字转换为语音。\n\n但是用户可能是在问这个能力，而不是让我现在转换。让我简洁回答我的能力。", "type": "thinking" } ] }, { "role": "user", "content": "帮我安装 MiniMax CLI：https://github.com/MiniMax-AI/cli\n我的密钥是 sk-cp-WCzvQhxseP0uR8sLHlrHxVaDF7zgEKU6lPd8GiIgDnQ_5B79p-YHgiepIR8fSNdNOAGP3V7aSRU00KBw3rStYG3k1EBrteqfsh2ANWGlQP9T3lLmXalnTiM" }, { "role": "assistant", "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 268 conversation turns were removed to free context space but could not be summarized. The removed turns contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---", "tool_calls": [ { "id": "call_function_vr0iuxnswjvq_1", "call_id": "call_function_vr0iuxnswjvq_1", "response_item_id": "fc_function_vr0iuxnswjvq_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"ls -la /etc/nginx/sites-enabled/ 2>/dev/null; ls -la /etc/nginx/conf.d/ 2>/dev/null\"}" } } ], "reasoning": "So the server is running and works on localhost:6266, but external access to liupeizhi.top:6266 gives 502. There appears to be no nginx configuration for this port. Let me check if there's a proxy configuration or if the user needs to set one up. Let me check the nginx sites-enabled directory more carefully.", "reasoning_details": [ { "signature": "43907e4d531a0b31b4acefd53c5f13111de688b9b242fc608570ac1551315693", "thinking": "So the server is running and works on localhost:6266, but external access to liupeizhi.top:6266 gives 502. There appears to be no nginx configuration for this port. Let me check if there's a proxy configuration or if the user needs to set one up. Let me check the nginx sites-enabled directory more carefully.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"total 60\\ndrwxr-xr-x 2 root root 4096 May 11 11:29 .\\ndrwxr-xr-x 5 root root 4096 Apr 7 18:26 ..\\n-rw-r--r-- 1 root root 881 Apr 13 10:45 aria2.conf\\n-rw-r--r-- 1 root root 357 Apr 13 10:41 ariang.conf\\n-rw-r--r-- 1 root root 1194 Apr 14 15:57 file-tag-manager.conf\\n-rw-r--r-- 1 root root 887 Apr 7 14:07 file-tag-webhook.conf\\n-rw-r--r-- 1 root root 1135 Apr 14 15:57 freshrss.conf\\n-rw-r--r-- 1 root root 2028 Apr 14 15:57 frps.conf\\n-rw-r--r-- 1 root root 849 Apr 14 15:57 hexo-blog.conf\\n-rw-r--r-- 1 root root 964 Apr 7 14:01 hexo-webhook.conf\\n-rw-r--r-- 1 root root 1010 Apr 14 15:57 hot.conf\\n-rw-r--r-- 1 root root 2995 May 11 12:09 liupeizhi.top.conf\\n-rw-r--r-- 1 root root 1080 Apr 14 15:57 navidrome.conf\\n-rw-r--r-- 1 root root 822 May 6 09:16 news.liupeizhi.top.conf\\n-rw-r--r-- 1 root root 1369 Apr 14 15:57 webdav.conf\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_vr0iuxnswjvq_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_t89may0yiynl_1", "call_id": "call_function_t89may0yiynl_1", "response_item_id": "fc_function_t89may0yiynl_1", "type": "function", "function": { "name": "read_file", "arguments": "{\"path\": \"/etc/nginx/sites-enabled/liupeizhi.top.conf\"}" } } ], "reasoning": "Let me check the liupeizhi.top.conf file - it likely contains the nginx config for the main domain, which would proxy to the hermes-webui on port 6266.", "reasoning_details": [ { "signature": "e93362c938f88936a97c71d0d68fe075debb34cd7c5558cc5a8b1c79e1d10fc3", "thinking": "Let me check the liupeizhi.top.conf file - it likely contains the nginx config for the main domain, which would proxy to the hermes-webui on port 6266.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"content\": \"\", \"total_lines\": 0, \"file_size\": 0, \"truncated\": false, \"is_binary\": false, \"is_image\": false, \"error\": \"File not found: /etc/nginx/sites-enabled/liupeizhi.top.conf\"}", "tool_call_id": "call_function_t89may0yiynl_1" }, { "role": "user", "content": "http://liupeizhi.top:6266/访问报错错误代码：502 Bad Gateway" }, { "role": "assistant", "content": "待亮查之。", "tool_calls": [ { "id": "call_function_nw1a7l9ica3r_1", "call_id": "call_function_nw1a7l9ica3r_1", "response_item_id": "fc_function_nw1a7l9ica3r_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"curl -s -o /dev/null -w \\\"%{http_code}\\\" http://127.0.0.1:6266/ 2>&1; echo \\\"\\\"; ss -tlnp | grep 6266\"}" } } ], "reasoning": "The user is reporting a 502 Bad Gateway error when trying to access http://liupeizhi.top:6266/. Let me check the nginx configuration and see what's running on that port.", "reasoning_details": [ { "signature": "5bb7f34b7f956cb68f92b36d18e094c797a56c8de4d8c086c542affdecd5705c", "thinking": "The user is reporting a 502 Bad Gateway error when trying to access http://liupeizhi.top:6266/. Let me check the nginx configuration and see what's running on that port.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"302\\nLISTEN 0 64 127.0.0.1:6266 0.0.0.0:* users:((\\\"python\\\",pid=83624,fd=4))\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_nw1a7l9ica3r_1" }, { "role": "assistant", "content": "[TOOL CALL DETECTED — ABORTING]\n[TOOL CALL DETECTED — ABORTING]\n[TOOL CALL DETECTED — ABORTING]\n\n后端服务 6266 运转正常（302），问题在 Nginx 层面。亮查 Nginx 配置。", "tool_calls": [ { "id": "call_function_a5i44mkg6up8_1", "call_id": "call_function_a5i44mkg6up8_1", "response_item_id": "fc_function_a5i44mkg6up8_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"cat /etc/nginx/sites-enabled/liupeizhi.top.conf 2>/dev/null || cat /etc/nginx/conf.d/liupeizhi.top.conf 2>/dev/null; echo \\\"---\\\"; ls /etc/nginx/sites-enabled/ | grep -i liu\"}" } } ], "reasoning": "Interesting! The backend is running on port 6266 (Python), and curl gets a 302 redirect, but the user is getting 502. The Nginx config might be forwarding to the wrong port or there's a proxy configuration issue.\n\nLet me check the Nginx configuration for liupeizhi.top and see what's going on.", "reasoning_details": [ { "signature": "db6f16d460157f9f2a8cd282f33aa072c3288df8ee5e2c6d2fbc20bb00a95115", "thinking": "Interesting! The backend is running on port 6266 (Python), and curl gets a 302 redirect, but the user is getting 502. The Nginx config might be forwarding to the wrong port or there's a proxy configuration issue.\n\nLet me check the Nginx configuration for liupeizhi.top and see what's going on.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"# HTTP -> HTTPS redirect\\nserver {\\n listen 80;\\n server_name liupeizhi.top www.liupeizhi.top dashboard.liupeizhi.top;\\n return 301 https://$server_name$request_uri;\\n}\\n\\n# HTTPS server\\nserver {\\n listen 443 ssl;\\n http2 on;\\n server_name liupeizhi.top www.liupeizhi.top;\\n\\n ssl_certificate /etc/letsencrypt/live/liupeizhi.top/fullchain.pem;\\n ssl_certificate_key /etc/letsencrypt/live/liupeizhi.top/privkey.pem;\\n\\n ssl_protocols TLSv1.2 TLSv1.3;\\n ssl_ciphers HIGH:!aNULL:!MD5;\\n ssl_prefer_server_ciphers on;\\n ssl_session_cache shared:SSL:10m;\\n ssl_session_timeout 10m;\\n\\n location / {\\n proxy_pass http://127.0.0.1:6003;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n \\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n }\\n\\n location /api/ {\\n proxy_pass http://127.0.0.1:6003;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n }\\n}\\n\\n# Dashboard subdomain\\nserver {\\n listen 443 ssl;\\n http2 on;\\n server_name dashboard.liupeizhi.top;\\n\\n ssl_certificate /etc/letsencrypt/live/liupeizhi.top/fullchain.pem;\\n ssl_certificate_key /etc/letsencrypt/live/liupeizhi.top/privkey.pem;\\n\\n ssl_protocols TLSv1.2 TLSv1.3;\\n ssl_ciphers HIGH:!aNULL:!MD5;\\n ssl_prefer_server_ciphers on;\\n\\n location / {\\n proxy_pass http://127.0.0.1:5173;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n \\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n \\n proxy_read_timeout 86400;\\n }\\n\\n location /api/ {\\n proxy_pass http://127.0.0.1:3002;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n \\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n }\\n\\n location /ws/ {\\n proxy_pass http://127.0.0.1:3001;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n \\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n }\\n}\\n---\\nls: cannot access '/etc/nginx/sites-enabled/': No such file or directory\", \"exit_code\": 1, \"error\": null, \"exit_code_meaning\": \"No matches found (not an error)\"}", "tool_call_id": "call_function_a5i44mkg6up8_1" }, { "role": "assistant", "content": "[TOOL CALL DETECTED — ABORTING]\n[TOOL CALL DETECTED — ABORTING]\n\n亮查得真相矣——Nginx 并未监听 6266 端口！`liupeizhi.top` 的 HTTPS 配置指向 6003，6266 系后端服务直连地址。请问主公欲访问何物？亮为君解惑：", "tool_calls": [ { "id": "call_function_aky7nepumijt_1", "call_id": "call_function_aky7nepumijt_1", "response_item_id": "fc_function_aky7nepumijt_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"ss -tlnp | grep -E \\\"6266|6003|443|80\\\" | head -20\"}" } } ], "reasoning": "I see the issue - the Nginx config file is in `/etc/nginx/conf.d/` or somewhere, but the main domain `liupeizhi.top` proxies to `127.0.0.1:6003`, not port `6266`. Port 6266 isn't configured in Nginx at all!\n\nBut the user is trying to access `http://liupeizhi.top:6266/` - they're using port 6266 directly, not through Nginx. Let me check if there's a firewall issue or if the service is bound to localhost only.\n\nActually wait - the user said the URL is `http://liupeizhi.top:6266/` - they're accessing it via HTTP on port 6266 directly. The 502 would be from something else. Let me check if there's any Nginx config that references 6266 or if there's a service listening on that port that should be accessed differently.\n\n\nPort 6266 is bound to localhost only according to the socket check, so external access wouldn't work anyway. But the user is getting a 502 error, which means something is receiving the connection and trying to proxy it - so there must be an Nginx vhost or default site handling requests on that port.", "reasoning_details": [ { "signature": "b625bfa3f59418096c9926116536d79f8599e5548ffe1c87eb957909b5849998", "thinking": "I see the issue - the Nginx config file is in `/etc/nginx/conf.d/` or somewhere, but the main domain `liupeizhi.top` proxies to `127.0.0.1:6003`, not port `6266`. Port 6266 isn't configured in Nginx at all!\n\nBut the user is trying to access `http://liupeizhi.top:6266/` - they're using port 6266 directly, not through Nginx. Let me check if there's a firewall issue or if the service is bound to localhost only.\n\nActually wait - the user said the URL is `http://liupeizhi.top:6266/` - they're accessing it via HTTP on port 6266 directly. The 502 would be from something else. Let me check if there's any Nginx config that references 6266 or if there's a service listening on that port that should be accessed differently.\n\n\nPort 6266 is bound to localhost only according to the socket check, so external access wouldn't work anyway. But the user is getting a 502 error, which means something is receiving the connection and trying to proxy it - so there must be an Nginx vhost or default site handling requests on that port.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"LISTEN 0 511 0.0.0.0:443 0.0.0.0:* users:((\\\"nginx\\\",pid=1155280,fd=10),(\\\"nginx\\\",pid=1155279,fd=10),(\\\"nginx\\\",pid=1155278,fd=10))\\nLISTEN 0 511 0.0.0.0:80 0.0.0.0:* users:((\\\"nginx\\\",pid=1155280,fd=8),(\\\"nginx\\\",pid=1155279,fd=8),(\\\"nginx\\\",pid=1155278,fd=8)) \\nLISTEN 0 64 127.0.0.1:6266 0.0.0.0:* users:((\\\"python\\\",pid=83624,fd=4)) \\nLISTEN 0 5 127.0.0.1:8081 0.0.0.0:* users:((\\\"wsgidav\\\",pid=2412787,fd=3)) \\nLISTEN 0 4096 0.0.0.0:8080 0.0.0.0:* users:((\\\"docker-proxy\\\",pid=3434096,fd=8)) \\nLISTEN 0 4096 0.0.0.0:6880 0.0.0.0:* users:((\\\"docker-proxy\\\",pid=1329380,fd=8)) \\nLISTEN 0 511 [::]:80 [::]:* users:((\\\"nginx\\\",pid=1155280,fd=9),(\\\"nginx\\\",pid=1155279,fd=9),(\\\"nginx\\\",pid=1155278,fd=9)) \\nLISTEN 0 4096 *:6003 *:* users:((\\\"frps\\\",pid=3930524,fd=16)) \\nLISTEN 0 4096 [::]:8080 [::]:* users:((\\\"docker-proxy\\\",pid=3434102,fd=8)) \\nLISTEN 0 4096 [::]:6880 [::]:* users:((\\\"docker-proxy\\\",pid=1329386,fd=8))\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_aky7nepumijt_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_6zdvcgnuj6o7_1", "call_id": "call_function_6zdvcgnuj6o7_1", "response_item_id": "fc_function_6zdvcgnuj6o7_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"cat /etc/nginx/sites-enabled/frps.conf 2>/dev/null; echo \\\"===\\\"; cat /etc/nginx/conf.d/*.conf 2>/dev/null | head -100\"}" } } ], "reasoning": "Now I see the picture clearly:\n\n- Port 443/80: Nginx listening\n- Port 6266: Python process (the MiniMax CLI server probably)\n- Port 6003: frps (this is the frps server for the liupeizhi.top domain - port 6003 is the FRP server port)\n- The main `liupeizhi.top` domain proxies to 127.0.0.1:6003 which is frps\n\nSo the user is trying to access `http://liupeizhi.top:6266/` but there's no Nginx config for port 6266, and the FRPS is on 6003 not 6266.\n\n\nLet me trace through the FRP configuration to understand how the reverse proxy is actually set up and what ports are being forwarded.", "reasoning_details": [ { "signature": "f28e906160ccadba8e45dab160a1c8b29a5c9061ab57f8b442a2db8da79b7eee", "thinking": "Now I see the picture clearly:\n\n- Port 443/80: Nginx listening\n- Port 6266: Python process (the MiniMax CLI server probably)\n- Port 6003: frps (this is the frps server for the liupeizhi.top domain - port 6003 is the FRP server port)\n- The main `liupeizhi.top` domain proxies to 127.0.0.1:6003 which is frps\n\nSo the user is trying to access `http://liupeizhi.top:6266/` but there's no Nginx config for port 6266, and the FRPS is on 6003 not 6266.\n\n\nLet me trace through the FRP configuration to understand how the reverse proxy is actually set up and what ports are being forwarded.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"===\\nserver {\\n listen 80;\\n listen [::]:80;\\n server_name aria2.liupeizhi.top;\\n\\n # AriaNg 界面\\n location / {\\n proxy_pass http://127.0.0.1:6880;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n }\\n\\n # aria2 RPC 代理（转发到 frp 6098 端口）\\n location /jsonrpc {\\n proxy_pass http://127.0.0.1:6098/jsonrpc;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n \\n # WebSocket 支持\\n proxy_http_version 1.1;\\n proxy_set_header Upgrade $http_upgrade;\\n proxy_set_header Connection \\\"upgrade\\\";\\n }\\n}\\nserver {\\n listen 80;\\n listen [::]:80;\\n server_name ariang.liupeizhi.top;\\n\\n location / {\\n proxy_pass http://127.0.0.1:6880;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n }\\n}\\n# HTTP -> HTTPS redirect\\nserver {\\n listen 80;\\n server_name tag.liupeizhi.top;\\n return 301 https://$server_name$request_uri;\\n}\\n\\n# HTTPS server\\nserver {\\n listen 443 ssl;\\n http2 on;\\n server_name tag.liupeizhi.top;\\n\\n # Let's Encrypt 证书\\n ssl_certificate /etc/letsencrypt/live/liupeizhi.top/fullchain.pem;\\n ssl_certificate_key /etc/letsencrypt/live/liupeizhi.top/privkey.pem;\\n\\n ssl_protocols TLSv1.2 TLSv1.3;\\n ssl_ciphers HIGH:!aNULL:!MD5;\\n ssl_prefer_server_ciphers on;\\n ssl_session_cache shared:SSL:10m;\\n ssl_session_timeout 10m;\\n\\n client_max_body_size 1024M;\\n\\n # 前端页面\\n location / {\\n proxy_pass http://127.0.0.1:16666;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n }\\n\\n # 后端 API\\n location /api/ {\\n proxy_pass http://127.0.0.1:1001;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n }\\n}\\n# GitHub Webhook 接收端点 - File Tag Manager\\nserver {\\n listen 80;\\n server_name webhook.tag.liupeizhi.top;\\n\\n location / {\\n proxy_pass http://127.0.0.1:9001;\\n proxy_set_header Host $host;\\n proxy_set_header X-Real-IP $remote_addr;\\n proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n proxy_set_header X-Forwarded-Proto $scheme;\\n \\n # GitHub Webhook 需要的头\\n proxy_set_header X-GitHub-Event $http_x_github_event;\\n proxy_set_header X-GitHub-Delivery $http_x_github_delivery;\\n proxy_set_header X-Hub-Signature-256 $http_x_hub_signature_256;\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_6zdvcgnuj6o7_1" }, { "role": "assistant", "content": "已明矣——**Nginx 未配置 6266 端口**，无反向代理规则，故而 502。亮先探其后端为何物：", "tool_calls": [ { "id": "call_function_3emuhp0dzqx4_1", "call_id": "call_function_3emuhp0dzqx4_1", "response_item_id": "fc_function_3emuhp0dzqx4_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"curl -s -I http://127.0.0.1:6266/ 2>&1 | head -10; echo \\\"---Process---\\\"; ps aux | grep 83624 | grep -v grep\"}" } } ], "reasoning": "Now I see the issue. The Nginx config doesn't have anything for port 6266. The `liupeizhi.top` domain proxies to 6003 (frps), not 6266. Port 6266 is a Python process running locally.\n\nThe user is trying to access `http://liupeizhi.top:6266/` - they're using the port directly. The issue is:\n1. Nginx is not configured to proxy port 6266\n2. Even if it was, `liupeizhi.top` DNS points to the server, but the Nginx config only handles :80 and :443\n\n\n3. When accessing `http://liupeizhi.top:6266/`, the connection reaches the server's port 6266 where the Python process is running, but the Host header doesn't match what the process expects, so it's likely returning a 502 or some other error.\n\nI should ask the user what they're actually trying to access—whether it's meant to be reachable through a domain URL or if 6266 is meant to be a direct access port. I also need to clarify what the original 502 error was about, since the Python service on 6266 was responding with 302 earlier.\n\nThe real problem here is that Nginx isn't configured for port 6266 at all, so either they need to add a location block in Nginx for it, or use the direct server IP with the port instead. I should also check what that Python process on 6266 actually is and what service it's supposed to be providing.", "reasoning_details": [ { "signature": "304922c6ea67d88da38c4c29de664691a7dcc89ed0d2582a3682dc0cc86b85c6", "thinking": "Now I see the issue. The Nginx config doesn't have anything for port 6266. The `liupeizhi.top` domain proxies to 6003 (frps), not 6266. Port 6266 is a Python process running locally.\n\nThe user is trying to access `http://liupeizhi.top:6266/` - they're using the port directly. The issue is:\n1. Nginx is not configured to proxy port 6266\n2. Even if it was, `liupeizhi.top` DNS points to the server, but the Nginx config only handles :80 and :443\n\n\n3. When accessing `http://liupeizhi.top:6266/`, the connection reaches the server's port 6266 where the Python process is running, but the Host header doesn't match what the process expects, so it's likely returning a 502 or some other error.\n\nI should ask the user what they're actually trying to access—whether it's meant to be reachable through a domain URL or if 6266 is meant to be a direct access port. I also need to clarify what the original 502 error was about, since the Python service on 6266 was responding with 302 earlier.\n\nThe real problem here is that Nginx isn't configured for port 6266 at all, so either they need to add a location block in Nginx for it, or use the direct server IP with the port instead. I should also check what that Python process on 6266 actually is and what service it's supposed to be providing.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"HTTP/1.0 501 Unsupported method ('HEAD')\\nServer: HermesWebUI/0.51.42 Python/3.11.6\\nDate: Wed, 13 May 2026 07:27:57 GMT\\nConnection: close\\nContent-Type: text/html;charset=utf-8\\nContent-Length: 357\\n\\n---Process---\\nroot 83624 0.1 0.6 244468 12732 ? Sl May11 5:19 /root/.hermes/hermes-agent/venv/bin/python /root/hermes-webui/server.py\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_3emuhp0dzqx4_1" }, { "role": "assistant", "content": "原来如此！6266 端口运行着 **HermesWebUI**，Nginx 并未为其配置代理。亮为君添加 Nginx 配置：", "tool_calls": [ { "id": "call_function_f5ri54iamfh2_1", "call_id": "call_function_f5ri54iamfh2_1", "response_item_id": "fc_function_f5ri54iamfh2_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"cat /etc/nginx/sites-enabled/hot.conf 2>/dev/null\"}" } } ], "reasoning": "Ah! So the 6266 port is running HermesWebUI (server.py). This is the web UI for Hermes Agent. The user is trying to access it via liupeizhi.top:6266, but Nginx doesn't have a proxy configuration for it.\n\nI need to add an Nginx configuration to proxy requests to this backend. Let me check if there's a hot.conf or another config that might be related, and also check the Nginx config directory structure.", "reasoning_details": [ { "signature": "5cee83d104fb5bfc25c55a519d5c74c942b61766447441f24ab2c0f1371c8ac0", "thinking": "Ah! So the 6266 port is running HermesWebUI (server.py). This is the web UI for Hermes Agent. The user is trying to access it via liupeizhi.top:6266, but Nginx doesn't have a proxy configuration for it.\n\nI need to add an Nginx configuration to proxy requests to this backend. Let me check if there's a hot.conf or another config that might be related, and also check the Nginx config directory structure.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_function_f5ri54iamfh2_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_12c0lswoshac_1", "call_id": "call_function_12c0lswoshac_1", "response_item_id": "fc_function_12c0lswoshac_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"ls -la /etc/nginx/sites-enabled/; echo \\\"===\\\"; cat /etc/nginx/sites-enabled/hot.conf\"}" } } ], "reasoning": "There's a hot.conf but it's empty or not found. Let me check what's in the conf.d directory that might be relevant.", "reasoning_details": [ { "signature": "16da8acf91c59dc2e5a1894508b39f6df7154e5f68c6fdd3943ee35e4c465100", "thinking": "There's a hot.conf but it's empty or not found. Let me check what's in the conf.d directory that might be relevant.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"ls: cannot access '/etc/nginx/sites-enabled/': No such file or directory\\n===\\ncat: /etc/nginx/sites-enabled/hot.conf: No such file or directory\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_function_12c0lswoshac_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_hxj32b39iik2_1", "call_id": "call_function_hxj32b39iik2_1", "response_item_id": "fc_function_hxj32b39iik2_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"ls -la /etc/nginx/sites-enabled/\"}" } } ], "reasoning": "The earlier `ls -la /etc/nginx/sites-enabled/` DID show files. Let me try again more carefully.", "reasoning_details": [ { "signature": "c88a62cf3f201d28fb72fd40a7d1ca2993ed7c3f7ee9b6ccde736f06a9449acf", "thinking": "The earlier `ls -la /etc/nginx/sites-enabled/` DID show files. Let me try again more carefully.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"ls: cannot access '/etc/nginx/sites-enabled/': No such file or directory\", \"exit_code\": 2, \"error\": null}", "tool_call_id": "call_function_hxj32b39iik2_1" }, { "role": "assistant", "content": "[TOOL CALL DETECTED — ABORTING]\n[TOOL CALL DETECTED — ABORTING]\n\n怪哉，前台 ls 明明有结果。亮直接检查配置所在：", "tool_calls": [ { "id": "call_function_p7gqsuf3h5iv_1", "call_id": "call_function_p7gqsuf3h5iv_1", "response_item_id": "fc_function_p7gqsuf3h5iv_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"nginx -t 2>&1; echo \\\"===\\\"; ls -la /etc/nginx/conf.d/*.conf | tail -10\"}" } } ], "reasoning": "Interesting - earlier the ls command returned results for /etc/nginx/sites-enabled/, but now it says no such file or directory. Let me check how nginx is configured - maybe it's using conf.d only.", "reasoning_details": [ { "signature": "3b39659deb6df60c8f3a2cd71d82078f860ab6fa213ded3809681a062d65234c", "thinking": "Interesting - earlier the ls command returned results for /etc/nginx/sites-enabled/, but now it says no such file or directory. Let me check how nginx is configured - maybe it's using conf.d only.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"nginx: the configuration file /etc/nginx/nginx.conf syntax is ok\\nnginx: configuration file /etc/nginx/nginx.conf test is successful\\n===\\n-rw-r--r-- 1 root root 887 Apr 7 14:07 /etc/nginx/conf.d/file-tag-webhook.conf\\n-rw-r--r-- 1 root root 1135 Apr 14 15:57 /etc/nginx/conf.d/freshrss.conf\\n-rw-r--r-- 1 root root 2028 Apr 14 15:57 /etc/nginx/conf.d/frps.conf\\n-rw-r--r-- 1 root root 849 Apr 14 15:57 /etc/nginx/conf.d/hexo-blog.conf\\n-rw-r--r-- 1 root root 964 Apr 7 14:01 /etc/nginx/conf.d/hexo-webhook.conf\\n-rw-r--r-- 1 root root 1010 Apr 14 15:57 /etc/nginx/conf.d/hot.conf\\n-rw-r--r-- 1 root root 2995 May 11 12:09 /etc/nginx/conf.d/liupeizhi.top.conf\\n-rw-r--r-- 1 root root 1080 Apr 14 15:57 /etc/nginx/conf.d/navidrome.conf\\n-rw-r--r-- 1 root root 822 May 6 09:16 /etc/nginx/conf.d/news.liupeizhi.top.conf\\n-rw-r--r-- 1 root root 1369 Apr 14 15:57 /etc/nginx/conf.d/webdav.conf\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_p7gqsuf3h5iv_1" }, { "role": "assistant", "content": "配置在 `/etc/nginx/conf.d/` 耳。亮查看 hot.conf：", "tool_calls": [ { "id": "call_function_dumdkiq4e8hv_1", "call_id": "call_function_dumdkiq4e8hv_1", "response_item_id": "fc_function_dumdkiq4e8hv_1", "type": "function", "function": { "name": "read_file", "arguments": "{\"path\": \"/etc/nginx/conf.d/hot.conf\"}" } } ], "reasoning": "So the Nginx config is in `/etc/nginx/conf.d/` not `/etc/nginx/sites-enabled/`. I was getting confusing results earlier because the first `ls` command worked but subsequent ones didn't - this might be because `hot.conf` is empty or something strange with the terminal session. Anyway, let me read the hot.conf to understand the current setup.", "reasoning_details": [ { "signature": "0ea170a3864342edcbf75adbd02d4480ca60ed67735fbfc8cdfd7a3d15a0cd4d", "thinking": "So the Nginx config is in `/etc/nginx/conf.d/` not `/etc/nginx/sites-enabled/`. I was getting confusing results earlier because the first `ls` command worked but subsequent ones didn't - this might be because `hot.conf` is empty or something strange with the terminal session. Anyway, let me read the hot.conf to understand the current setup.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"content\": \" 1|# HTTP -> HTTPS redirect\\n 2|server {\\n 3| listen 80;\\n 4| server_name hot.liupeizhi.top;\\n 5| return 301 https://$server_name$request_uri;\\n 6|}\\n 7|\\n 8|# HTTPS server\\n 9|server {\\n 10| listen 443 ssl;\\n 11| http2 on;\\n 12| server_name hot.liupeizhi.top;\\n 13|\\n 14| # Let's Encrypt 证书\\n 15| ssl_certificate /etc/letsencrypt/live/liupeizhi.top/fullchain.pem;\\n 16| ssl_certificate_key /etc/letsencrypt/live/liupeizhi.top/privkey.pem;\\n 17|\\n 18| ssl_protocols TLSv1.2 TLSv1.3;\\n 19| ssl_ciphers HIGH:!aNULL:!MD5;\\n 20| ssl_prefer_server_ciphers on;\\n 21| ssl_session_cache shared:SSL:10m;\\n 22| ssl_session_timeout 10m;\\n 23|\\n 24| location / {\\n 25| proxy_pass http://127.0.0.1:3117;\\n 26| proxy_set_header Host $host;\\n 27| proxy_set_header X-Real-IP $remote_addr;\\n 28| proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\\n 29| proxy_set_header X-Forwarded-Proto $scheme;\\n 30| \\n 31| # WebSocket 支持\\n 32| proxy_http_version 1.1;\\n 33| proxy_set_header Upgrade $http_upgrade;\\n 34| proxy_set_header Connection \\\"upgrade\\\";\\n 35| }\\n 36|}\\n 37|\", \"total_lines\": 36, \"file_size\": 1010, \"truncated\": false, \"is_binary\": false, \"is_image\": false}", "tool_call_id": "call_function_dumdkiq4e8hv_1" }, { "role": "assistant", "content": "端口 6266 乃后端 HermesWebUI 直连端口，**Nginx 并未配置监听此端口**，故而 502。主公欲使 `http://liupeizhi.top:6266/` 可访问，需在 Nginx 新增配置否？", "tool_calls": [ { "id": "call_function_sxa5pf2fer1f_1", "call_id": "call_function_sxa5pf2fer1f_1", "response_item_id": "fc_function_sxa5pf2fer1f_1", "type": "function", "function": { "name": "clarify", "arguments": "{\"question\": \"\\u4e3b\\u516c\\uff0c6266 \\u7aef\\u53e3\\u672c\\u7cfb\\u76f4\\u8fde\\u540e\\u7aef\\uff08HermesWebUI/0.51.42\\uff09\\uff0cNginx \\u5e76\\u672a\\u914d\\u7f6e\\u4ee3\\u7406\\u3002\\u6b32\\u4ece\\u6b64\\u57df\\u540d\\u8bbf\\u95ee\\uff0c\\u9700\\u4eae\\u4e3a\\u541b\\u5728 Nginx \\u65b0\\u589e 6266 \\u7aef\\u53e3\\u4e4b server \\u5757\\u5426\\uff1f\", \"choices\": [\"\\u65b0\\u589e Nginx \\u914d\\u7f6e\\uff0c\\u4ee3\\u7406\\u81f3 6266\\uff08https://liupeizhi.top:6266/\\uff09\", \"\\u4fdd\\u6301\\u73b0\\u72b6\\uff0c\\u65e0\\u9700\\u4fee\\u6539\\uff08\\u76f4\\u63a5\\u7528 localhost:6266\\uff09\", \"\\u53e6\\u5916\\u65b0\\u5efa\\u5b50\\u57df\\u540d\\uff08\\u5982 webui.liupeizhi.top\\uff09\\u4ee3\\u7406\\u81f3 6266\"]}" } } ], "reasoning": "The hot.conf is for hot.liupeizhi.top on port 3117. The user is trying to access http://liupeizhi.top:6266 which is a different port, not a subdomain. \n\nThe user's question is about http://liupeizhi.top:6266/ giving 502. Let me think about this:\n\n1. liupeizhi.top on port 443 → goes to Nginx → proxies to 6003 (frps)\n2. liupeizhi.top on port 6266 → goes to Nginx (if Nginx is listening on 6266), but Nginx isn't configured for this port, so it might fall into a default server block or get rejected.\n \nWait, Nginx is only listening on ports 80 and 443, not 6266. So when someone accesses liupeizhi.top:6266, they're hitting a completely different service—probably hitting the frps process directly on port 6003, which then forwards to port 6266 where the actual HermesWebUI service is running. So the user's trying to access port 6266 directly on liupeizhi.top, but Nginx isn't configured to listen on that port—it only handles 80 and 443. Since the frps service is listening on 0.0.0.0:6003 and the backend is at localhost:6266, there's no gateway configuration to route external traffic on 6266 through frpc. To fix this, I'd either need to add a new Nginx server block listening on port 6266, or configure a frpc proxy that forwards traffic from the frps server through to the backend service. The user's accessing port 6266 directly, but Nginx isn't configured to listen on that port—it's only set up for 80 and 443. I could add a new Nginx server block for port 6266 to proxy to the HermesWebUI backend, but I'm realizing the user mentioned \"6266\" as the direct access URL, which suggests they might be expecting that port to work without going through Nginx. Let me reconsider what's actually happening here and whether I should just configure Nginx properly to handle the request. I need to clarify what the user is actually asking for—they mentioned installing MiniMax CLI with a specific API key, but then jumped to asking about port 6266. These seem like separate issues, so I should address the port problem first and then circle back to the CLI installation once that's resolved.", "reasoning_details": [ { "signature": "fa5ecdd0877d8780769791bedba3514871952c14ec8a913b569b201336a201e0", "thinking": "The hot.conf is for hot.liupeizhi.top on port 3117. The user is trying to access http://liupeizhi.top:6266 which is a different port, not a subdomain. \n\nThe user's question is about http://liupeizhi.top:6266/ giving 502. Let me think about this:\n\n1. liupeizhi.top on port 443 → goes to Nginx → proxies to 6003 (frps)\n2. liupeizhi.top on port 6266 → goes to Nginx (if Nginx is listening on 6266), but Nginx isn't configured for this port, so it might fall into a default server block or get rejected.\n \nWait, Nginx is only listening on ports 80 and 443, not 6266. So when someone accesses liupeizhi.top:6266, they're hitting a completely different service—probably hitting the frps process directly on port 6003, which then forwards to port 6266 where the actual HermesWebUI service is running. So the user's trying to access port 6266 directly on liupeizhi.top, but Nginx isn't configured to listen on that port—it only handles 80 and 443. Since the frps service is listening on 0.0.0.0:6003 and the backend is at localhost:6266, there's no gateway configuration to route external traffic on 6266 through frpc. To fix this, I'd either need to add a new Nginx server block listening on port 6266, or configure a frpc proxy that forwards traffic from the frps server through to the backend service. The user's accessing port 6266 directly, but Nginx isn't configured to listen on that port—it's only set up for 80 and 443. I could add a new Nginx server block for port 6266 to proxy to the HermesWebUI backend, but I'm realizing the user mentioned \"6266\" as the direct access URL, which suggests they might be expecting that port to work without going through Nginx. Let me reconsider what's actually happening here and whether I should just configure Nginx properly to handle the request. I need to clarify what the user is actually asking for—they mentioned installing MiniMax CLI with a specific API key, but then jumped to asking about port 6266. These seem like separate issues, so I should address the port problem first and then circle back to the CLI installation once that's resolved.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"error\": \"Clarify tool is not available in this execution context.\"}", "tool_call_id": "call_function_sxa5pf2fer1f_1" }, { "role": "assistant", "content": "[TOOL CALL DETECTED — ABORTING]\n\n等等——亮忽生疑惑。主公最初所求乃**安装 MiniMax CLI**，密钥已呈，然对话辗转至 502 排查。亮一时失察，险些误了正事。\n\n安装 MiniMax CLI，亮这便动手：", "tool_calls": [ { "id": "call_function_0w47s8ab4cqw_1", "call_id": "call_function_0w47s8ab4cqw_1", "response_item_id": "fc_function_0w47s8ab4cqw_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"which mmx 2>/dev/null || which minimax 2>/dev/null || echo \\\"not installed\\\"; cargo --version 2>/dev/null || echo \\\"no cargo\\\"; git --version\"}" } } ], "reasoning": "The clarify tool is not available here. Let me just proceed with the most reasonable default - I'll add an Nginx server block for port 6266. Actually, let me reconsider - I don't know the user's exact needs. But the message says \"帮我安装 MiniMax CLI\" at the top, and the context has been compacted. Wait - the actual current user message is \"帮我安装 MiniMax CLI：https://github.com/MiniMax-AI/cli\" with an API key. But then the rest of the conversation shows a 502 error discussion.\n\nWait, I'm confused. Let me re-read. The user message at the top is about installing MiniMax CLI, but then the conversation went to 502 errors. This seems like context pollution from the compaction.", "reasoning_details": [ { "signature": "1fa98cf675a24fc250770687a912cb8135fed9cb43b44b05aff48def1bc81f00", "thinking": "The clarify tool is not available here. Let me just proceed with the most reasonable default - I'll add an Nginx server block for port 6266. Actually, let me reconsider - I don't know the user's exact needs. But the message says \"帮我安装 MiniMax CLI\" at the top, and the context has been compacted. Wait - the actual current user message is \"帮我安装 MiniMax CLI：https://github.com/MiniMax-AI/cli\" with an API key. But then the rest of the conversation shows a 502 error discussion.\n\nWait, I'm confused. Let me re-read. The user message at the top is about installing MiniMax CLI, but then the conversation went to 502 errors. This seems like context pollution from the compaction.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"/root/.nvm/versions/node/v22.22.0/bin/mmx\\nno cargo\\ngit version 2.43.7\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_0w47s8ab4cqw_1" }, { "role": "assistant", "content": "`mmx` 已安装于 `/root/.nvm/versions/node/v22.22.0/bin/mmx`。亮验证版本并配置密钥：", "tool_calls": [ { "id": "call_function_p64bid34ptvw_1", "call_id": "call_function_p64bid34ptvw_1", "response_item_id": "fc_function_p64bid34ptvw_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"mmx --version 2>&1; echo \\\"---\\\"; mmx config list 2>&1 | head -20\"}" } } ], "reasoning": "The user originally asked to install MiniMax CLI. Let me check if mmx is already installed and what version it is. It seems mmx is at /root/.nvm/versions/node/v22.22.0/bin/mmx. Let me check the version and also configure the API key.", "reasoning_details": [ { "signature": "1a56dbf2bff03c1d04cff4fc484057c328598fc6379c2944327f3eda73f0e50c", "thinking": "The user originally asked to install MiniMax CLI. Let me check if mmx is already installed and what version it is. It seems mmx is at /root/.nvm/versions/node/v22.22.0/bin/mmx. Let me check the version and also configure the API key.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"mmx 1.0.13\\n---\\n{\\n \\\"error\\\": {\\n \\\"code\\\": 2,\\n \\\"message\\\": \\\"Unknown command: mmx config list\\\\n\\\\nAvailable commands:\\\\n config show Display current configuration\\\\n config set Set a config value\\\\n config export-schema Export all (or one) CLI command(s) as Anthropic/OpenAI-compatible JSON tool schemas\\\",\\n \\\"hint\\\": \\\"mmx config --help\\\"\\n }\\n}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_p64bid34ptvw_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_qm6knmev04nj_1", "call_id": "call_function_qm6knmev04nj_1", "response_item_id": "fc_function_qm6knmev04nj_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"mmx config show 2>&1\"}" } } ], "reasoning": "MiniMax CLI is already installed (version 1.0.13). Now I need to set the API key. Let me check the config show and set the API key.", "reasoning_details": [ { "signature": "894511302d3762fa459a8df0e6c2615baa42f5ce4995485355fede04eb60a07d", "thinking": "MiniMax CLI is already installed (version 1.0.13). Now I need to set the API key. Let me check the config show and set the API key.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"{\\n \\\"region\\\": \\\"cn\\\",\\n \\\"base_url\\\": \\\"https://api.minimaxi.com\\\",\\n \\\"output\\\": \\\"json\\\",\\n \\\"timeout\\\": 300,\\n \\\"config_file\\\": \\\"/root/.mmx/config.json\\\",\\n \\\"api_key\\\": \\\"***\\\"\\n}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_qm6knmev04nj_1" }, { "role": "assistant", "content": "密钥已有配置，现为君更新：", "tool_calls": [ { "id": "call_function_d4ygedr7j1zn_1", "call_id": "call_function_d4ygedr7j1zn_1", "response_item_id": "fc_function_d4ygedr7j1zn_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"mmx config set api_key \\\"sk-cp-WCzvQhxseP0uR8sLHlrHxVaDF7zgEKU6lPd8GiIgDnQ_5B79p-YHgiepIR8fSNdNOAGP3V7aSRU00KBw3rStYG3k1EBrteqfsh2ANWGlQP9T3lLmXalnTiM\\\" 2>&1\"}" } } ], "reasoning": "The API key is already set (shown as \"***\"). Let me set the new key that the user provided.", "reasoning_details": [ { "signature": "1c2e42f46e77a67203b9b83328441582695c33c00860f1ae5f10533dc5274809", "thinking": "The API key is already set (shown as \"***\"). Let me set the new key that the user provided.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"{\\n \\\"api_key\\\": \\\"***\\\"\\n}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_d4ygedr7j1zn_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_sp1w47z9i2i1_1", "call_id": "call_function_sp1w47z9i2i1_1", "response_item_id": "fc_function_sp1w47z9i2i1_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"mmx config show 2>&1; echo \\\"---\\\"; mmx --version 2>&1\"}" } } ], "reasoning": "Good, the API key has been set. Let me verify it works by checking the config again.", "reasoning_details": [ { "signature": "58c513f5d3b39dab0ab306bcc0150e91f197ffdf9bb5cb4c6507e175144612f2", "thinking": "Good, the API key has been set. Let me verify it works by checking the config again.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"Detecting region... cn\\n{\\n \\\"region\\\": \\\"cn\\\",\\n \\\"base_url\\\": \\\"https://api.minimaxi.com\\\",\\n \\\"output\\\": \\\"json\\\",\\n \\\"timeout\\\": 300,\\n \\\"config_file\\\": \\\"/root/.mmx/config.json\\\",\\n \\\"api_key\\\": \\\"***\\\"\\n}\\n---\\nmmx 1.0.13\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_sp1w47z9i2i1_1" }, { "role": "assistant", "content": "配置已就绪，亮验其可用性：", "tool_calls": [ { "id": "call_function_56j3a3ef520i_1", "call_id": "call_function_56j3a3ef520i_1", "response_item_id": "fc_function_56j3a3ef520i_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"mmx help 2>&1 | head -30\"}" } } ], "reasoning": "Let me verify the API key is working by testing with a simple command.", "reasoning_details": [ { "signature": "25bb6c8e3da1fab7cf8c07437267244348832e6acf126b85b35ed17230b4b379", "thinking": "Let me verify the API key is working by testing with a simple command.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"MiniMax API Documentation Links\\n\\n Official docs: https://platform.minimaxi.com/docs/api-reference\\n\\n mmx text chat Text Generation (Chat Completion)\\n https://platform.minimaxi.com/docs/api-reference/text-post\\n\\n mmx speech synthesize Speech T2A (Text-to-Audio)\\n https://platform.minimaxi.com/docs/api-reference/speech-t2a-http\\n\\n mmx image generate Image Generation (T2I / I2I)\\n https://platform.minimaxi.com/docs/api-reference/image-generation-t2i\\n\\n mmx video generate Video Generation (T2V / I2V / S2V)\\n https://platform.minimaxi.com/docs/api-reference/video-generation\\n\\n mmx music generate Music Generation\\n https://platform.minimaxi.com/docs/api-reference/music-generation\\n\\n mmx music cover Music Cover (via Music Generation)\\n https://platform.minimaxi.com/docs/api-reference/music-generation\\n\\n mmx search query Web Search\\n https://platform.minimaxi.com/docs/api-reference/web-search\\n\\n mmx vision describe Vision (Image Understanding)\\n https://platform.minimaxi.com/docs/api-reference/vision\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_56j3a3ef520i_1" }, { "role": "assistant", "content": "**MiniMax CLI 安装完成 ✓**\n\n| 项目 | 状态 |\n|------|------|\n| 版本 | mmx 1.0.13 |\n| 密钥 | ✅ 已配置 |\n| 路径 | `/root/.nvm/versions/node/v22.22.0/bin/mmx` |\n\n**可用功能：**\n- `mmx speech synthesize` — 文字转语音（TTS）\n- `mmx image generate` — 图片生成\n- `mmx video generate` — 视频生成\n- `mmx music generate` — 音乐生成\n- `mmx vision describe` — 图片理解\n\n主公若欲测试语音合成，亮可即时奉告——只需告以所需音色及时长即可。\n\n---\n\n**关于 502 错误：** `liupeizhi.top:6266` 之所以报 Bad Gateway，乃因 Nginx 未配置 6266 端口代理（该端口系 HermesWebUI 直连后端）。若需通过域名访问，请命亮添加 Nginx 配置即可。", "reasoning": "MiniMax CLI is fully installed and configured. The user wanted TTS (text-to-speech), and the mmx speech synthesize command is available. Let me also note the skill for minimax-cli-wechat-media-workflow may be relevant if the user wants to send media via WeChat.\n\nNow about the 502 error on port 6266 - the user mentioned it but hasn't explicitly asked me to fix it. I should mention it briefly.\n\nActually, let me focus on the MiniMax CLI installation which was the main request. The 502 issue was a secondary thing the user mentioned. Let me provide a summary of what's done.", "reasoning_details": [ { "signature": "2550b471fee8f8dc847b06333257863f68ae1bb5191ab9874407fcb38cd6ae54", "thinking": "MiniMax CLI is fully installed and configured. The user wanted TTS (text-to-speech), and the mmx speech synthesize command is available. Let me also note the skill for minimax-cli-wechat-media-workflow may be relevant if the user wants to send media via WeChat.\n\nNow about the 502 error on port 6266 - the user mentioned it but hasn't explicitly asked me to fix it. I should mention it briefly.\n\nActually, let me focus on the MiniMax CLI installation which was the main request. The 502 issue was a secondary thing the user mentioned. Let me provide a summary of what's done.", "type": "thinking" } ] }, { "role": "user", "content": "还在吗" }, { "role": "assistant", "content": "在的，主公有何吩咐？", "reasoning": "The user is asking if I'm still here/available. I should respond concisely.", "reasoning_details": [ { "signature": "ab17eefdc13fd960e20385c0a013da45bfc77f8f1f654cae3018444970fe0119", "thinking": "The user is asking if I'm still here/available. I should respond concisely.", "type": "thinking" } ] }, { "role": "user", "content": "**HermesWebUI**能访问了吗" }, { "role": "assistant", "content": "⏱️ Agent inactive for 30 min — no tool calls or API responses.\nThe agent appears stuck on tool `terminal` (1800s since last activity, iteration 55/90).\nTo increase the limit, set agent.gateway_timeout in config.yaml (value in seconds, 0 = no limit) and restart the gateway.\nTry again, or use /reset to start fresh." }, { "role": "user", "content": "我的自选股列表" }, { "role": "assistant", "content": "[TOOL CALL DETECTED — ABORTING]\n[TOOL CALL DETECTED — ABORTING]\n\n亮查之。", "tool_calls": [ { "id": "call_function_xd0uug7upo4g_1", "call_id": "call_function_xd0uug7upo4g_1", "response_item_id": "fc_function_xd0uug7upo4g_1", "type": "function", "function": { "name": "skill_view", "arguments": "{\"name\": \"mx-self-select\"}" } } ], "reasoning": "The user wants to see their self-selected stock list. I should use the mx-self-select skill or the eastmoney-stock-simulator skill. Let me check the memory - there's a skill called \"mx-self-select\" mentioned in memory. Let me load it.\n\nActually, let me check the skills list first.", "reasoning_details": [ { "signature": "4542e8a0213e1e3292cecc4730d2200b4a582c875b586d1e10fa43c9286ebda5", "thinking": "The user wants to see their self-selected stock list. I should use the mx-self-select skill or the eastmoney-stock-simulator skill. Let me check the memory - there's a skill called \"mx-self-select\" mentioned in memory. Let me load it.\n\nActually, let me check the skills list first.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"name\": \"mx_self_select\", \"description\": \"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。\", \"tags\": [], \"related_skills\": [], \"content\": \"---\\nname: mx_self_select\\ndisplay_name: 妙想自选管理\\ndescription: 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。\\nauthor: 东方财富妙想团队\\nversion: 1.0.0\\nenv:\\n - MX_APIKEY: \\\"通过东方财富妙想平台获取的 API Key\\\"\\n---\\n\\n# 妙想自选管理 skill (mx_self_select)\\n\\n通过自然语言查询或操作东方财富通行证账户下的自选股数据，接口返回 JSON 格式内容。\\n\\n## 功能列表\\n- ✅ 查询我的自选股列表\\n- ✅ 添加指定股票到我的自选股列表\\n- ✅ 从我的自选股列表中删除指定股票\\n\\n## 配置\\n\\n- **API Key**: 通过环境变量 `MX_APIKEY` 设置（与其他妙想技能共享）\\n- **默认输出目录**: `/root/.hermes/workspace/mx_data/output/`（自动创建）\\n- **输出文件名前缀**: `mx_self_select_`\\n- **输出文件**:\\n - `mx_self_select_{query}.csv` - 自选股列表 CSV 格式\\n - `mx_self_select_{query}_raw.json` - API 原始 JSON 数据\\n\\n## 前置要求\\n1. 获取东方财富妙想 Skills 页面的 apikey\\n2. 将 apikey 配置到环境变量 `MX_APIKEY`\\n3. 确保网络可以访问 `https://mkapi2.dfcfs.com`\\n\\n > ⚠️ **安全注意事项**\\n >\\n > - **外部请求**: 本 Skill 会将您的查询文本发送至东方财富官方 API 域名 ( `mkapi2.dfcfs.com` ) 以获取金融数据。\\n > - **凭据保护**: API Key 仅通过环境变量 `MX_APIKEY` 在服务端或受信任的运行环境中使用，不会在前端明文暴露。\\n\\n\\n## 使用方式\\n\\n### 1. 查询自选股列表\\n```bash\\ncurl -X POST 'https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/get' \\\\\\n--header 'apikey: YOUR_API_KEY' \\\\\\n--header 'Content-Type: application/json'\\n```\\n\\n或自然语言查询：\\\"查询我的自选股列表\\\"\\n\\n### 2. 添加股票到自选股\\n```bash\\ncurl -X POST 'https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/manage' \\\\\\n--header 'apikey: YOUR_API_KEY' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\\"query\\\": \\\"把贵州茅台添加到我的自选股列表\\\"}'\\n```\\n\\n### 3. 删除自选股\\n```bash\\ncurl -X POST 'https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/manage' \\\\\\n--header 'apikey: YOUR_API_KEY' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\\"query\\\": \\\"把贵州茅台从我的自选股列表删除\\\"}'\\n```\\n\\n## 接口说明\\n\\n### 查询接口\\n- URL: `https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/get`\\n- 方法：POST\\n- Header: `apikey: {MX_APIKEY}`\\n\\n### 管理接口（添加/删除）\\n- URL: `https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/manage`\\n- 方法：POST\\n- Header: `apikey: {MX_APIKEY}`\\n- Body: `{\\\"query\\\": \\\"自然语言指令\\\"}`\\n\\n## 输出示例\\n\\n### 查询自选股成功\\n```\\n📊 我的自选股列表\\n================================================================================\\n股票代码 | 股票名称 | 最新价 (元) | 涨跌幅 (%) | 涨跌额 (元) | 换手率 (%) | 量比\\n--------------------------------------------------------------------------------\\n600519 | 贵州茅台 | 1850.00 | +2.78% | +50.00 | 0.35% | 1.2\\n300750 | 宁德时代 | 380.00 | -1.25% | -4.80 | 0.89% | 0.9\\n================================================================================\\n共 2 只自选股\\n```\\n\\n### 添加/删除成功\\n```\\n✅ 操作成功：贵州茅台已添加到自选股列表\\n```\\n\\n## 错误处理\\n- 未配置 apikey: 提示设置环境变量 `MX_APIKEY`\\n- 接口调用失败：显示错误信息\\n- 数据为空：提示用户到东方财富 App 查询\\n\", \"path\": \"mlops/mx-self-select/SKILL.md\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\"}", "tool_call_id": "call_function_xd0uug7upo4g_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_27hzp9d0yt6y_1", "call_id": "call_function_27hzp9d0yt6y_1", "response_item_id": "fc_function_27hzp9d0yt6y_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"curl -s -X POST 'https://mkapi2.dfcfs.com/finskillshub/api/claw/self-select/get' \\\\\\n--header 'apikey: sk-cp-WCzvQhxseP0uR8sLHlrHxVaDF7zgEKU6lPd8GiIgDnQ_5B79p-YHgiepIR8fSNdNOAGP3V7aSRU00KBw3rStYG3k1EBrteqfsh2ANWGlQP9T3lLmXalnTiM' \\\\\\n--header 'Content-Type: application/json' 2>&1\"}" } } ], "reasoning": "Good, I have the skill. Now let me call the API to get the user's self-selected stocks.", "reasoning_details": [ { "signature": "59bb799ff8a875695a2f4759e2076e20222f9843b16e2f63ac25922dda044cb9", "thinking": "Good, I have the skill. Now let me call the API to get the user's self-selected stocks.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"{\\\"success\\\":false,\\\"status\\\":114,\\\"code\\\":114,\\\"message\\\":\\\"API密钥不存在或已失效，请确认密钥是否正确\\\",\\\"data\\\":null,\\\"requestId\\\":\\\"c5105c830e2e4f52a1679d6bd5d0febf\\\"}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_27hzp9d0yt6y_1" }, { "role": "assistant", "content": "主公，密钥有误。君所赐之密钥系 **MiniMax API Key**（用于 MiniMax CLI），而查询自选股需用 **东方财富妙想 API Key**，二者非一物也。\n\n请往 [东方财富妙想平台](https://marketing.dfcfs.com/views/finskillshub/) 获取妙想 API Key，亮静候佳音。", "reasoning": "The API key is invalid. The user gave me a MiniMax API key, not the 东方财富妙想 API key. Let me check - the memory says: \"🔑 东方财富妙想 API: API Key: MX_APIKEY 环境变量，获取地址: https://marketing.dfcfs.com/views/finskillshub/\"\n\nSo the user needs to get the 东方财富妙想 API key from that URL. The key they provided (sk-cp-...) is a MiniMax API key, not the 东方财富妙想 API key.\n\nLet me tell the user that the key provided is a MiniMax API key, not the 东方财富妙想 API key needed for the stock self-select feature.", "reasoning_details": [ { "signature": "264a05fdacac776d7f36b393c5d26f3f5a8e834c75a8721e6e1ccc4d7cbf8883", "thinking": "The API key is invalid. The user gave me a MiniMax API key, not the 东方财富妙想 API key. Let me check - the memory says: \"🔑 东方财富妙想 API: API Key: MX_APIKEY 环境变量，获取地址: https://marketing.dfcfs.com/views/finskillshub/\"\n\nSo the user needs to get the 东方财富妙想 API key from that URL. The key they provided (sk-cp-...) is a MiniMax API key, not the 东方财富妙想 API key.\n\nLet me tell the user that the key provided is a MiniMax API key, not the 东方财富妙想 API key needed for the stock self-select feature.", "type": "thinking" } ] }, { "role": "user", "content": "算了，退下吧" }, { "role": "assistant", "content": "领命告退，主公早些歇息。臣等正欲死战，陛下何故先降！？\n\n若有事召唤，亮随时待命。", "reasoning": "The user is dismissing me.", "reasoning_details": [ { "signature": "06356513b4bcd57fa94aaa287a572b4da8b905cf5d6799a7ddce4153c7e0c0e8", "thinking": "The user is dismissing me.", "type": "thinking" } ] }, { "role": "user", "content": "总结：https://chuan.us/archives/839" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_h7i7pe5p31gu_1", "call_id": "call_function_h7i7pe5p31gu_1", "response_item_id": "fc_function_h7i7pe5p31gu_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://chuan.us/archives/839\"}" } } ], "reasoning": "The user wants me to summarize the content at https://chuan.us/archives/839. Let me use browser automation to fetch and summarize it.", "reasoning_details": [ { "signature": "fe1234c34c08a2bcbd991d967dc4142d00c070d2fc434cd4262d4be3304df814", "thinking": "The user wants me to summarize the content at https://chuan.us/archives/839. Let me use browser automation to fetch and summarize it.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://chuan.us/archives/839\", \"title\": \"王川: 论熊市投资者的自我修养\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#page\\\"\\n - banner:\\n - paragraph:\\n - link [ref=e2]:\\n - /url: https://chuan.us/\\n - navigation:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - 'heading \\\"王川: 论熊市投资者的自我修养\\\" [level=1]'\\n - paragraph: 美国股市的标准普尔500指数，2022年六月十四号收盘在 3735点，从一月份的最高点下降了接近 23%，已经进入熊市。以下文字来自笔者 2019年四月在内部投资群里做的分享，略有删改, 现公开发表。\\n - paragraph: ===================\\n - paragraph: 先给大家推荐几本书：\\n - paragraph: \\\"作者 William Bernstein:\\\"\\n - paragraph: 1）Rational expectations, asset allocations for investing adults ;\\n - paragraph: \\\"2) Master of the word: How media shaped the world from the Alphabet to the Internet。\\\"\\n - paragraph: 这个作者很有意思， 1948年生，原来有化学和医学博士学位，做神经科的医生。后来八十年代开始专注自己的投资，然后写了不少投资和资产配置方面的书籍。我最近读了他的一系列书籍，觉得有些观察非常深刻，有比较大的共鸣，和自己过去二十多年的实操经验比较接近，所以拿出来和大家分享。\\n - paragraph: \\\"今天分享的提纲是， 总结一下就是:\\\"\\n - strong: 资本市场，坏的时候要比想象更坏，要坏很多。\\n - paragraph: Bernstein 原话：为了应付这种最坏的情况，你必须有 “耐心，现金和勇气”， 按照这个顺序。（you must have “patience, cash and courage” and in that order. ）\\n - paragraph: （1） 究竟会有多糟糕？\\n - paragraph: 我在大约两年前，曾在群内做过分享，关于美股指数投资 （如 S&P 500 指数基金) , 二十多年来长期年化回报在从 9-13% 之间。\\n - paragraph: 大的指数基金如 SPY 等， 有个内在的优势，它会自动调整仓位，优胜劣汰， 把坏公司踢掉，好公司加进来。所以如果你没有客观不带感情色彩的调整仓位的能力，那还不如买指数基金。\\n - paragraph: 有些人会说，既然指数基金长期回报这么好，那我就闭着眼满仓指数基金, 什么都不管，长期持有好了。实际操作上没有那么简单，指数基金也会有 50%甚至更高的价格下跌，如果你资产缩水这么多，内心可能崩溃，可能会不断质疑“长期持有”这个理念的有效性，然后因为生活压力，往往在最不利的时间，把仓位平掉了。\\n - paragraph: 很多人完全高估了自己对于风险的承受能力，嘴上说理解了，即使市场下跌 50%， 也不会慌，但实践上， 真正到这一天，还是会慌。大家都有这个阶段，这基本上就是人性。\\n - paragraph: 风险有多种定义，在学术界，风险被定义为股票的波动率， 所谓 standard deviation. 这个模型有一个重大缺陷，就是在最坏的情况下，不能准确描述实际情况。\\n - paragraph: William Bernstein 对风险的定义，就是“在最糟糕的时候，最糟糕的回报” (bad return at bad times) 。\\n - paragraph: 这个糟糕的定义，不是说世界末日来临，而是指市场出现价格严重失衡扭曲的现象，可能扭曲程度和持续时间超过大家想象，即使长期仍然看好，但大部分人无法在这种冲击中生存，无法坚守正确的策略。\\n - paragraph: 糟糕的可能性有几类：\\n - paragraph: 第一类，长时间的通货膨胀， 导致现金和债券相对贬值，股票也相对表现不佳。这在美国七十年代， 中国四十年代，德国二十年代还有很多拉美/东欧/中东/东南亚等国家都有发生。\\n - paragraph: 第二类，长时间的通货紧缩，经济萧条，股票损失一塌糊涂，很多债券违约赖账，只有少数政府债券回报不错可以保值。这在整个西方世界三十年代，2000-2003年， 2007-2009 年间，日本过去三十年，都发生过。\\n - paragraph: 第三类，属于政府通过税收或其它政策，强行剥夺或者低价赎买公民资产， 还有战乱， 等等， 这在全世界范围内，过去一百年也常有发生，但这个就不在今天讨论范围之内。\\n - paragraph: 除了美国股市 1929年 – 1932 年期间指数下跌 90% 的 大熊市，大家熟知的 2001-2003 年美国的熊市，2008年全球金融危机以外， 过去五十年还有：\\n - paragraph: 1/ 还有 1973年初到 1974年底， 因为中东的战事和石油危机，美股大盘下跌 48%， 整个西方世界股指下跌大多超过 50%。\\n - paragraph: 2/ 1987年十月， 美股大盘一天下跌 22%， 从八月高点到十月最低点，大盘下跌 34%。有些小的券商因为这个巨大波动而一天内就破产。\\n - paragraph: 3/ 2010年五月六号美股的 flash crash, 道琼斯指数十分钟内下跌一千点， 有些 ETF 流动性突然消失，几分钟内下跌 20%， 30%， 甚至 40%，虽然半个小时后大多反弹回来，但 很多投机者设了 stop loss order, 结果瞬间就被强平收割了。至于期货炒家，裸卖 option 的玩家， 更是几分钟内就玩完。\\n - paragraph: 4/ 瑞银的有个指数基金，代码 XIV， 是做空波动性的策略，之前一直表现不错，看上去是白捡的钱，2018年二月六号，两天之内下跌 93%。最后这个 ETF 几天后 清盘。\\n - paragraph: 5/ 2011 年 瑞郎突然对欧元贬值， 2015年又突然对欧元升值 （期货市场瞬间上涨 30%）， 把一些几十年的老店和基金一天内，搞破产关门。\\n - paragraph: 6/ 日经指数从 1989年历史最高点 38957， 一路下跌到 2003年的 7800 点，十四年下跌幅度达到 80%。\\n - paragraph: 7/ 香港恒生指数从 1973年初的 1800点以上，一路下跌到 1974年十二月的 180 点以下，两年之内下跌 90%， 到 1980年底时才回到1973年的新高。1997年八月，香港恒生指数最高到 16860 ， 到 1998年八月最低时跌到 6500 点 （P/e 比值只有八倍），当时国际炒家放风，想通过同时做空股市和汇市，把指数打到 4000 点， 结果最后香港政府八月份直接从 6700 点开始出手干预买股票，终于挽救了危局。没有精神物质准备的投资者，在这种环境下根本没有办法挺住。\\n - paragraph: 8/ 台湾股票指数，87年初还是 2300点，后涨到 1990年初最高的 12495 点，涨幅达六倍之多。两年内又跌回三千点以下， 跌幅接近 80%。将近三十年后，现在股指在 10641 点， 还没有超过三十年前的最高点。过去三十年内，台湾股指下跌幅度超过 40%的熊市有五次。\\n - paragraph: 9/ 上面列举的都是指数， 很多个股在危机时下跌幅度达 80%， 90%， 95%甚至更多， 还有第三世界国家的各种经济危机股灾，更是司空见惯。\\n - paragraph: 没有任何人，即使是最高层的人，或者自以为掌握全面信息的人，可以准确预测短期的走势。最近的例子，即使是美国财政部长 Hank Paulson, 在2008年九月份让 Lehman Brother 破产时，也没有预测到这个做法会导致 commercial paper market 突然冻结，引起全球金融海啸，整个市场指数半年后下跌将近 50%。\\n - paragraph: 凡是投资上的新手，不管以前在别的行业有多成功，不管有多少钱，遇到一次这种熊市，因为心理上/思维模型上/资金上没有准备，很容易把一辈子的积累，短时间内全部亏光。而且在别的行业上的成功者，会有一种大干快上雷厉风行的心态，运用到投资上，往往会有反效果。\\n - paragraph: （2） 投资者的分类\\n - paragraph: 伯恩斯坦把参与市场的投资者分为三类：\\n - paragraph: 第一类是简单粗暴型，跟着消息炒作，往往在牛市接近末尾时大买，到底部时恐慌卖掉。这是没有经验的投资者的典型特点。\\n - paragraph: 第二类是简单成熟型，有一定资产配置策略，市场跌了就去捡便宜， 高了就会卖掉一部分。他们读了很多书， 好比飞行员接受培训，运行了飞行模拟器很长时间。但是如果真正极度恐慌的大熊市，原来以为自己可以守住，但也会惊慌失措，然后被迫抛售卖掉。这就好像飞行员的新手，真正去开飞机时，遇到非常极端的紧急情况，无法控制情绪，飞机坠毁。大部分稍微有些经验的投资者，属于这种类型。没有亲身经历过一个，甚至两个完整经济周期的人，都不能说自己在实操中可以经受熊市的考验， 都只能说还是在飞行模拟器上玩。即使在 2009年市场大跌 60%时的情况下勉强生存下来的投资者，如果下次来一个下跌 70%， 持续时间更长的熊市，也同样可能出问题。\\n - paragraph: 大部分情况下，市场波动率比较小，在一个平衡点附近温和的波动，大家都是低买高卖，皆大欢喜。\\n - paragraph: 实践上， 大家完全高估了自己心理上 (tolerance) 和实力上 (capacity) 对风险的承受能力。\\n - paragraph: 这里面最微妙的一点，就是， 大部分人口口声声说 “别人恐惧时我贪婪”， 当市场下跌 5%， 10% 时这么说，不断买进， 但是市场下跌 20%， 30%的时候，就开始自我怀疑。当市场下跌 40%， 甚至 50%的时候，大家都因为子弹用光，集体恐慌抛售，原来言之灼灼的逻辑和理性全部抛在一边，已经没有贪婪的本钱了，想贪婪也没有能力贪婪。\\n - paragraph: 普通情况下，市场下跌到一定程度，估值便宜的时候抄底，高的时候再抛售，可以赚钱。但是在极端情况，当下跌突破某个临界点时，一些使用这种策略的基金本来赚钱的不赚了， 被迫清仓， 而这种清仓又加剧了下跌，亏损加大，导致客户撤资， 这种正反馈回路发生得十分迅速，会导致那些以为自己可以坚持策略的人 （“简单成熟型”）也跟着恐慌，价格可以下跌到十分荒谬的程度。\\n - paragraph: 同时，在经济下滑的时候，很多人因为自己在实业的生意上，收入减少，债务压力大，雪上加霜，或者丢失工作，甚至要被迫在最坏的时候，以最低廉的价格，被迫抛售资产。不是不想坚守策略，而是实在没有能力坚守了。\\n - paragraph: “坏的时候比想象更坏”， 可以理解为正反馈回路 （positive feedback loop) 恶性循环突破临界点，到了极致，远远超过以前大家习惯的平衡态附近的小幅波动。\\n - paragraph: Bernstein 说：长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。因为往往在这个时候，你会丢掉工作，需要钱去买便宜的股票， 或者从你的破产的邻居那里购买那幢垂涎已久的豪宅。\\n - text: 再重复一遍：\\n - strong: “长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。”\\n - paragraph: 这个说起来容易， 执行起来很难，需要经过几个经济周期后，才能真正理解这里面的挑战。坦白的说，大部分群友经历中过去三十年经济都是在上行，尤其是1998年亚洲金融危机之后的二十年，一路上行，中间偶尔有些扰动，但很快又回来了，所以从个人经历上，大部分人很难想象一个有几年时间的极度萧条的资本市场的场景。\\n - paragraph: 现在市场上很多投资者， 尤其是2009年金融危机之后，过去几年业绩还不错的基金经理，他可以有很多方法论，但思想上对一个极为凶猛的熊市的风险实际上是没有任何准备的， 因为有些事情他觉得不可能发生，也不可能理解。\\n - paragraph: 这个事情，不亲自经历几个完整的经济周期，无法真正理解。一次强平， 就可能造成 50%以上的损失，要两倍的回报才能弥补。如果造成 90%的损失， 要涨十倍才能回来，基本上就是把几十年的积累给搭进去了。但是受损后，很长时间心灵的创伤无法恢复，整体两倍，十倍的回报，是可遇不可求的。\\n - paragraph: 如果不能够在心理上，和行动上做好计划和准备，普通人容易成为在熊市底部被迫抛售的牺牲品。\\n - paragraph: 第三类投资者，我把他称为“冷酷成熟型”， 他们有一个长期性的策略，而且会采取非常具体明确的措施来严格执行。要严格执行， 需要不断问自己这样一个问题：\\n - paragraph: 如果真的遇到一个长达三年以上的熊市，从最高到最低点指数下跌 90% （如美股在 1929-1932年， 港股在 1973-1974年）， 我在心理上，生理上和财务上是否可以严守纪律， 是否准备好一个书面的计划，严格执行？\\n - paragraph: 要避免这种情况发生，一定要准备一个书面上的预案， 即使大盘下跌 50%， 60%， 甚至像美国 1932 年那样下跌 90% 的 时候， 甚至持续时间长达三年，四年， 五年时，仍然有现金，仍然可以不慌不忙， 按原计划继续调整资产配置。\\n - paragraph: 即使是传统意义上的一半股票 / 一半现金债券 ( 50% stock / 50% bond) 这种看似保守的配置，在真正凶险的熊市面前，比如股票跌了70%以上，那么整体资产缩水 35%，很多人精神上还是扛不住。\\n - paragraph: Bernstein 提出一个建议，就是把你未来生活支出的费用， 严格分离出一部分，神圣不可侵犯，完全不能碰，不能冒任何风险， 只能放在最安全的银行存款或者国债里面。\\n - paragraph: 如果是年龄已经超过五十岁的人，这个资金量应当至少可以轻松支付未来二十到三十年的生活费用。年纪轻的人，这个资金量会相对小一些。但是一定要冷静的自省，写个书面的计划，给自己划一道红线，把这部分神圣不可侵犯的资金，严格隔离出来。\\n - paragraph: 投资的目的不仅是要优化回报多赚钱，而且要避免在贫穷中死去。1998年对冲基金“长期资本”差点破产的时候， 巴菲特有评价：“To make the money they didn’t have and didn’t need, they risked what they did have and did need”. （为了赚他们不需要的也没有的钱，他们用自己已经拥有和需要的钱去冒险 )\\n - paragraph: 第三种投资者和其他人的区别是，不仅有足够多的耐心，不仅有足够多的现金，不仅在血流成河时可以有勇气买入。而且，因为对金融市场的历史有一定理解，知道极为凶险的熊市不可预测，但熊市迟早回来，肯定会来，所以会给自己准备一个书面计划，有预案，等这一天来临时，可以不慌不忙的，耐心的，按照当年准备好的预案不折不扣的执行。\\n - paragraph: 而其他人，危机来时，没钱了，因为没钱也没胆了，或者还有钱有胆，但因为不理解熊市的特点，应对缺乏章法，所以还是抓不住机会。\\n - paragraph: （3） 机构投资者和量化策略\\n - paragraph: \\\"伯恩斯坦的书中提到一个现象: 过去几十年，大的机构投资者掌管的资金越来越多。当某一种量化策略的因子 (factor) ，长时间产生负回报的时候，很多没有耐心的投资者就会从这些机构资金池里赎回资金，这会导致一个连锁反应，导致负回报越来越糟糕，到最后，”最悲观那一刻” 的时候，往往当某个策略未来回报可能非常高的时候，机构投资者可以使用的资金反而是最少。\\\"\\n - paragraph: \\\"这种策略的例子包括 :\\\"\\n - paragraph: 做空低利率货币，买入高利率货币 ；\\n - paragraph: 跟风投资 vs 基本面投资；\\n - paragraph: 增长型投资 vs 价值型投资因子 （growth investing factor vs value investing factor ）\\n - paragraph: 等等。\\n - paragraph: \\\"我自己总结，历史上各行各业里，尤其是金融行业里，可以看到这样一种循环:\\\"\\n - paragraph: 某个量化策略被发现有效\\n - paragraph: \\\"-> 更多人参与套利，形成一个正反馈回路 (positive feedback loop)，参与初期，量化策略回报更高\\\"\\n - paragraph: \\\"-> 参与人多到一定程度，回报开始慢慢下降\\\"\\n - paragraph: \\\"-> 为了维持回报，大家开始加杠杆，但回报仍然无法显著提高\\\"\\n\\n[... 195 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 57}", "tool_call_id": "call_function_h7i7pe5p31gu_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_3dy68pj2pphr_1", "call_id": "call_function_3dy68pj2pphr_1", "response_item_id": "fc_function_3dy68pj2pphr_1", "type": "function", "function": { "name": "browser_snapshot", "arguments": "{\"full\": true}" } } ], "reasoning": "The user wants me to summarize this article. Let me get the full content first.", "reasoning_details": [ { "signature": "37588168b7fc0befa8988ef8b8b2cf4463a6f2f0a8a3c1babacd80c33bce5de6", "thinking": "The user wants me to summarize this article. Let me get the full content first.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"snapshot\": \"- document:\\n - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#page\\\"\\n - banner:\\n - paragraph:\\n - link [ref=e2]:\\n - /url: https://chuan.us/\\n - paragraph\\n - navigation:\\n - list:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - 'heading \\\"王川: 论熊市投资者的自我修养\\\" [level=1]'\\n - paragraph: 美国股市的标准普尔500指数，2022年六月十四号收盘在 3735点，从一月份的最高点下降了接近 23%，已经进入熊市。以下文字来自笔者 2019年四月在内部投资群里做的分享，略有删改, 现公开发表。\\n - paragraph: ===================\\n - paragraph: 先给大家推荐几本书：\\n - paragraph: \\\"作者 William Bernstein:\\\"\\n - paragraph: 1）Rational expectations, asset allocations for investing adults ;\\n - paragraph: \\\"2) Master of the word: How media shaped the world from the Alphabet to the Internet。\\\"\\n - paragraph: 这个作者很有意思， 1948年生，原来有化学和医学博士学位，做神经科的医生。后来八十年代开始专注自己的投资，然后写了不少投资和资产配置方面的书籍。我最近读了他的一系列书籍，觉得有些观察非常深刻，有比较大的共鸣，和自己过去二十多年的实操经验比较接近，所以拿出来和大家分享。\\n - paragraph: \\\"今天分享的提纲是， 总结一下就是:\\\"\\n - paragraph:\\n - strong: 资本市场，坏的时候要比想象更坏，要坏很多。\\n - paragraph: Bernstein 原话：为了应付这种最坏的情况，你必须有 “耐心，现金和勇气”， 按照这个顺序。（you must have “patience, cash and courage” and in that order. ）\\n - paragraph: （1） 究竟会有多糟糕？\\n - paragraph: 我在大约两年前，曾在群内做过分享，关于美股指数投资 （如 S&P 500 指数基金) , 二十多年来长期年化回报在从 9-13% 之间。\\n - paragraph: 大的指数基金如 SPY 等， 有个内在的优势，它会自动调整仓位，优胜劣汰， 把坏公司踢掉，好公司加进来。所以如果你没有客观不带感情色彩的调整仓位的能力，那还不如买指数基金。\\n - paragraph: 有些人会说，既然指数基金长期回报这么好，那我就闭着眼满仓指数基金, 什么都不管，长期持有好了。实际操作上没有那么简单，指数基金也会有 50%甚至更高的价格下跌，如果你资产缩水这么多，内心可能崩溃，可能会不断质疑“长期持有”这个理念的有效性，然后因为生活压力，往往在最不利的时间，把仓位平掉了。\\n - paragraph: 很多人完全高估了自己对于风险的承受能力，嘴上说理解了，即使市场下跌 50%， 也不会慌，但实践上， 真正到这一天，还是会慌。大家都有这个阶段，这基本上就是人性。\\n - paragraph: 风险有多种定义，在学术界，风险被定义为股票的波动率， 所谓 standard deviation. 这个模型有一个重大缺陷，就是在最坏的情况下，不能准确描述实际情况。\\n - paragraph: William Bernstein 对风险的定义，就是“在最糟糕的时候，最糟糕的回报” (bad return at bad times) 。\\n - paragraph: 这个糟糕的定义，不是说世界末日来临，而是指市场出现价格严重失衡扭曲的现象，可能扭曲程度和持续时间超过大家想象，即使长期仍然看好，但大部分人无法在这种冲击中生存，无法坚守正确的策略。\\n - paragraph: 糟糕的可能性有几类：\\n - paragraph: 第一类，长时间的通货膨胀， 导致现金和债券相对贬值，股票也相对表现不佳。这在美国七十年代， 中国四十年代，德国二十年代还有很多拉美/东欧/中东/东南亚等国家都有发生。\\n - paragraph: 第二类，长时间的通货紧缩，经济萧条，股票损失一塌糊涂，很多债券违约赖账，只有少数政府债券回报不错可以保值。这在整个西方世界三十年代，2000-2003年， 2007-2009 年间，日本过去三十年，都发生过。\\n - paragraph: 第三类，属于政府通过税收或其它政策，强行剥夺或者低价赎买公民资产， 还有战乱， 等等， 这在全世界范围内，过去一百年也常有发生，但这个就不在今天讨论范围之内。\\n - paragraph: 除了美国股市 1929年 – 1932 年期间指数下跌 90% 的 大熊市，大家熟知的 2001-2003 年美国的熊市，2008年全球金融危机以外， 过去五十年还有：\\n - paragraph: 1/ 还有 1973年初到 1974年底， 因为中东的战事和石油危机，美股大盘下跌 48%， 整个西方世界股指下跌大多超过 50%。\\n - paragraph: 2/ 1987年十月， 美股大盘一天下跌 22%， 从八月高点到十月最低点，大盘下跌 34%。有些小的券商因为这个巨大波动而一天内就破产。\\n - paragraph: 3/ 2010年五月六号美股的 flash crash, 道琼斯指数十分钟内下跌一千点， 有些 ETF 流动性突然消失，几分钟内下跌 20%， 30%， 甚至 40%，虽然半个小时后大多反弹回来，但 很多投机者设了 stop loss order, 结果瞬间就被强平收割了。至于期货炒家，裸卖 option 的玩家， 更是几分钟内就玩完。\\n - paragraph: 4/ 瑞银的有个指数基金，代码 XIV， 是做空波动性的策略，之前一直表现不错，看上去是白捡的钱，2018年二月六号，两天之内下跌 93%。最后这个 ETF 几天后 清盘。\\n - paragraph: 5/ 2011 年 瑞郎突然对欧元贬值， 2015年又突然对欧元升值 （期货市场瞬间上涨 30%）， 把一些几十年的老店和基金一天内，搞破产关门。\\n - paragraph: 6/ 日经指数从 1989年历史最高点 38957， 一路下跌到 2003年的 7800 点，十四年下跌幅度达到 80%。\\n - paragraph: 7/ 香港恒生指数从 1973年初的 1800点以上，一路下跌到 1974年十二月的 180 点以下，两年之内下跌 90%， 到 1980年底时才回到1973年的新高。1997年八月，香港恒生指数最高到 16860 ， 到 1998年八月最低时跌到 6500 点 （P/e 比值只有八倍），当时国际炒家放风，想通过同时做空股市和汇市，把指数打到 4000 点， 结果最后香港政府八月份直接从 6700 点开始出手干预买股票，终于挽救了危局。没有精神物质准备的投资者，在这种环境下根本没有办法挺住。\\n - paragraph: 8/ 台湾股票指数，87年初还是 2300点，后涨到 1990年初最高的 12495 点，涨幅达六倍之多。两年内又跌回三千点以下， 跌幅接近 80%。将近三十年后，现在股指在 10641 点， 还没有超过三十年前的最高点。过去三十年内，台湾股指下跌幅度超过 40%的熊市有五次。\\n - paragraph: 9/ 上面列举的都是指数， 很多个股在危机时下跌幅度达 80%， 90%， 95%甚至更多， 还有第三世界国家的各种经济危机股灾，更是司空见惯。\\n - paragraph: 没有任何人，即使是最高层的人，或者自以为掌握全面信息的人，可以准确预测短期的走势。最近的例子，即使是美国财政部长 Hank Paulson, 在2008年九月份让 Lehman Brother 破产时，也没有预测到这个做法会导致 commercial paper market 突然冻结，引起全球金融海啸，整个市场指数半年后下跌将近 50%。\\n - paragraph: 凡是投资上的新手，不管以前在别的行业有多成功，不管有多少钱，遇到一次这种熊市，因为心理上/思维模型上/资金上没有准备，很容易把一辈子的积累，短时间内全部亏光。而且在别的行业上的成功者，会有一种大干快上雷厉风行的心态，运用到投资上，往往会有反效果。\\n - paragraph: （2） 投资者的分类\\n - paragraph: 伯恩斯坦把参与市场的投资者分为三类：\\n - paragraph: 第一类是简单粗暴型，跟着消息炒作，往往在牛市接近末尾时大买，到底部时恐慌卖掉。这是没有经验的投资者的典型特点。\\n - paragraph: 第二类是简单成熟型，有一定资产配置策略，市场跌了就去捡便宜， 高了就会卖掉一部分。他们读了很多书， 好比飞行员接受培训，运行了飞行模拟器很长时间。但是如果真正极度恐慌的大熊市，原来以为自己可以守住，但也会惊慌失措，然后被迫抛售卖掉。这就好像飞行员的新手，真正去开飞机时，遇到非常极端的紧急情况，无法控制情绪，飞机坠毁。大部分稍微有些经验的投资者，属于这种类型。没有亲身经历过一个，甚至两个完整经济周期的人，都不能说自己在实操中可以经受熊市的考验， 都只能说还是在飞行模拟器上玩。即使在 2009年市场大跌 60%时的情况下勉强生存下来的投资者，如果下次来一个下跌 70%， 持续时间更长的熊市，也同样可能出问题。\\n - paragraph: 大部分情况下，市场波动率比较小，在一个平衡点附近温和的波动，大家都是低买高卖，皆大欢喜。\\n - paragraph: 实践上， 大家完全高估了自己心理上 (tolerance) 和实力上 (capacity) 对风险的承受能力。\\n - paragraph: 这里面最微妙的一点，就是， 大部分人口口声声说 “别人恐惧时我贪婪”， 当市场下跌 5%， 10% 时这么说，不断买进， 但是市场下跌 20%， 30%的时候，就开始自我怀疑。当市场下跌 40%， 甚至 50%的时候，大家都因为子弹用光，集体恐慌抛售，原来言之灼灼的逻辑和理性全部抛在一边，已经没有贪婪的本钱了，想贪婪也没有能力贪婪。\\n - paragraph: 普通情况下，市场下跌到一定程度，估值便宜的时候抄底，高的时候再抛售，可以赚钱。但是在极端情况，当下跌突破某个临界点时，一些使用这种策略的基金本来赚钱的不赚了， 被迫清仓， 而这种清仓又加剧了下跌，亏损加大，导致客户撤资， 这种正反馈回路发生得十分迅速，会导致那些以为自己可以坚持策略的人 （“简单成熟型”）也跟着恐慌，价格可以下跌到十分荒谬的程度。\\n - paragraph: 同时，在经济下滑的时候，很多人因为自己在实业的生意上，收入减少，债务压力大，雪上加霜，或者丢失工作，甚至要被迫在最坏的时候，以最低廉的价格，被迫抛售资产。不是不想坚守策略，而是实在没有能力坚守了。\\n - paragraph: “坏的时候比想象更坏”， 可以理解为正反馈回路 （positive feedback loop) 恶性循环突破临界点，到了极致，远远超过以前大家习惯的平衡态附近的小幅波动。\\n - paragraph: Bernstein 说：长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。因为往往在这个时候，你会丢掉工作，需要钱去买便宜的股票， 或者从你的破产的邻居那里购买那幢垂涎已久的豪宅。\\n - paragraph:\\n - text: 再重复一遍：\\n - strong: “长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。”\\n - paragraph: 这个说起来容易， 执行起来很难，需要经过几个经济周期后，才能真正理解这里面的挑战。坦白的说，大部分群友经历中过去三十年经济都是在上行，尤其是1998年亚洲金融危机之后的二十年，一路上行，中间偶尔有些扰动，但很快又回来了，所以从个人经历上，大部分人很难想象一个有几年时间的极度萧条的资本市场的场景。\\n - paragraph: 现在市场上很多投资者， 尤其是2009年金融危机之后，过去几年业绩还不错的基金经理，他可以有很多方法论，但思想上对一个极为凶猛的熊市的风险实际上是没有任何准备的， 因为有些事情他觉得不可能发生，也不可能理解。\\n - paragraph: 这个事情，不亲自经历几个完整的经济周期，无法真正理解。一次强平， 就可能造成 50%以上的损失，要两倍的回报才能弥补。如果造成 90%的损失， 要涨十倍才能回来，基本上就是把几十年的积累给搭进去了。但是受损后，很长时间心灵的创伤无法恢复，整体两倍，十倍的回报，是可遇不可求的。\\n - paragraph: 如果不能够在心理上，和行动上做好计划和准备，普通人容易成为在熊市底部被迫抛售的牺牲品。\\n - paragraph: 第三类投资者，我把他称为“冷酷成熟型”， 他们有一个长期性的策略，而且会采取非常具体明确的措施来严格执行。要严格执行， 需要不断问自己这样一个问题：\\n - paragraph: 如果真的遇到一个长达三年以上的熊市，从最高到最低点指数下跌 90% （如美股在 1929-1932年， 港股在 1973-1974年）， 我在心理上，生理上和财务上是否可以严守纪律， 是否准备好一个书面的计划，严格执行？\\n - paragraph: 要避免这种情况发生，一定要准备一个书面上的预案， 即使大盘下跌 50%， 60%， 甚至像美国 1932 年那样下跌 90% 的 时候， 甚至持续时间长达三年，四年， 五年时，仍然有现金，仍然可以不慌不忙， 按原计划继续调整资产配置。\\n - paragraph: 即使是传统意义上的一半股票 / 一半现金债券 ( 50% stock / 50% bond) 这种看似保守的配置，在真正凶险的熊市面前，比如股票跌了70%以上，那么整体资产缩水 35%，很多人精神上还是扛不住。\\n - paragraph: Bernstein 提出一个建议，就是把你未来生活支出的费用， 严格分离出一部分，神圣不可侵犯，完全不能碰，不能冒任何风险， 只能放在最安全的银行存款或者国债里面。\\n - paragraph: 如果是年龄已经超过五十岁的人，这个资金量应当至少可以轻松支付未来二十到三十年的生活费用。年纪轻的人，这个资金量会相对小一些。但是一定要冷静的自省，写个书面的计划，给自己划一道红线，把这部分神圣不可侵犯的资金，严格隔离出来。\\n - paragraph: 投资的目的不仅是要优化回报多赚钱，而且要避免在贫穷中死去。1998年对冲基金“长期资本”差点破产的时候， 巴菲特有评价：“To make the money they didn’t have and didn’t need, they risked what they did have and did need”. （为了赚他们不需要的也没有的钱，他们用自己已经拥有和需要的钱去冒险 )\\n - paragraph: 第三种投资者和其他人的区别是，不仅有足够多的耐心，不仅有足够多的现金，不仅在血流成河时可以有勇气买入。而且，因为对金融市场的历史有一定理解，知道极为凶险的熊市不可预测，但熊市迟早回来，肯定会来，所以会给自己准备一个书面计划，有预案，等这一天来临时，可以不慌不忙的，耐心的，按照当年准备好的预案不折不扣的执行。\\n - paragraph: 而其他人，危机来时，没钱了，因为没钱也没胆了，或者还有钱有胆，但因为不理解熊市的特点，应对缺乏章法，所以还是抓不住机会。\\n - paragraph: （3） 机构投资者和量化策略\\n - paragraph: \\\"伯恩斯坦的书中提到一个现象: 过去几十年，大的机构投资者掌管的资金越来越多。当某一种量化策略的因子 (factor) ，长时间产生负回报的时候，很多没有耐心的投资者就会从这些机构资金池里赎回资金，这会导致一个连锁反应，导致负回报越来越糟糕，到最后，”最悲观那一刻” 的时候，往往当某个策略未来回报可能非常高的时候，机构投资者可以使用的资金反而是最少。\\\"\\n - paragraph: \\\"这种策略的例子包括 :\\\"\\n - paragraph: 做空低利率货币，买入高利率货币 ；\\n - paragraph: 跟风投资 vs 基本面投资；\\n - paragraph: 增长型投资 vs 价值型投资因子 （growth investing factor vs value investing factor ）\\n - paragraph: 等等。\\n - paragraph: \\\"我自己总结，历史上各行各业里，尤其是金融行业里，可以看到这样一种循环:\\\"\\n - paragraph: 某个量化策略被发现有效\\n - paragraph: \\\"-> 更多人参与套利，形成一个正反馈回路 (positive feedback loop)，参与初期，量化策略回报更高\\\"\\n\\n[... 239 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 57}", "tool_call_id": "call_function_3dy68pj2pphr_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_ubqn9xsrzcin_1", "call_id": "call_function_ubqn9xsrzcin_1", "response_item_id": "fc_function_ubqn9xsrzcin_1", "type": "function", "function": { "name": "browser_scroll", "arguments": "{\"direction\": \"down\"}" } } ], "reasoning": "The article is quite long. 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list:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - 'heading \\\"王川: 论熊市投资者的自我修养\\\" [level=1]'\\n - paragraph: 美国股市的标准普尔500指数，2022年六月十四号收盘在 3735点，从一月份的最高点下降了接近 23%，已经进入熊市。以下文字来自笔者 2019年四月在内部投资群里做的分享，略有删改, 现公开发表。\\n - paragraph: ===================\\n - paragraph: 先给大家推荐几本书：\\n - paragraph: \\\"作者 William Bernstein:\\\"\\n - paragraph: 1）Rational expectations, asset allocations for investing adults ;\\n - paragraph: \\\"2) Master of the word: How media shaped the world from the Alphabet to the Internet。\\\"\\n - paragraph: 这个作者很有意思， 1948年生，原来有化学和医学博士学位，做神经科的医生。后来八十年代开始专注自己的投资，然后写了不少投资和资产配置方面的书籍。我最近读了他的一系列书籍，觉得有些观察非常深刻，有比较大的共鸣，和自己过去二十多年的实操经验比较接近，所以拿出来和大家分享。\\n - paragraph: \\\"今天分享的提纲是， 总结一下就是:\\\"\\n - paragraph:\\n - strong: 资本市场，坏的时候要比想象更坏，要坏很多。\\n - paragraph: Bernstein 原话：为了应付这种最坏的情况，你必须有 “耐心，现金和勇气”， 按照这个顺序。（you must have “patience, cash and courage” and in that order. ）\\n - paragraph: （1） 究竟会有多糟糕？\\n - paragraph: 我在大约两年前，曾在群内做过分享，关于美股指数投资 （如 S&P 500 指数基金) , 二十多年来长期年化回报在从 9-13% 之间。\\n - paragraph: 大的指数基金如 SPY 等， 有个内在的优势，它会自动调整仓位，优胜劣汰， 把坏公司踢掉，好公司加进来。所以如果你没有客观不带感情色彩的调整仓位的能力，那还不如买指数基金。\\n - paragraph: 有些人会说，既然指数基金长期回报这么好，那我就闭着眼满仓指数基金, 什么都不管，长期持有好了。实际操作上没有那么简单，指数基金也会有 50%甚至更高的价格下跌，如果你资产缩水这么多，内心可能崩溃，可能会不断质疑“长期持有”这个理念的有效性，然后因为生活压力，往往在最不利的时间，把仓位平掉了。\\n - paragraph: 很多人完全高估了自己对于风险的承受能力，嘴上说理解了，即使市场下跌 50%， 也不会慌，但实践上， 真正到这一天，还是会慌。大家都有这个阶段，这基本上就是人性。\\n - paragraph: 风险有多种定义，在学术界，风险被定义为股票的波动率， 所谓 standard deviation. 这个模型有一个重大缺陷，就是在最坏的情况下，不能准确描述实际情况。\\n - paragraph: William Bernstein 对风险的定义，就是“在最糟糕的时候，最糟糕的回报” (bad return at bad times) 。\\n - paragraph: 这个糟糕的定义，不是说世界末日来临，而是指市场出现价格严重失衡扭曲的现象，可能扭曲程度和持续时间超过大家想象，即使长期仍然看好，但大部分人无法在这种冲击中生存，无法坚守正确的策略。\\n - paragraph: 糟糕的可能性有几类：\\n - paragraph: 第一类，长时间的通货膨胀， 导致现金和债券相对贬值，股票也相对表现不佳。这在美国七十年代， 中国四十年代，德国二十年代还有很多拉美/东欧/中东/东南亚等国家都有发生。\\n - paragraph: 第二类，长时间的通货紧缩，经济萧条，股票损失一塌糊涂，很多债券违约赖账，只有少数政府债券回报不错可以保值。这在整个西方世界三十年代，2000-2003年， 2007-2009 年间，日本过去三十年，都发生过。\\n - paragraph: 第三类，属于政府通过税收或其它政策，强行剥夺或者低价赎买公民资产， 还有战乱， 等等， 这在全世界范围内，过去一百年也常有发生，但这个就不在今天讨论范围之内。\\n - paragraph: 除了美国股市 1929年 – 1932 年期间指数下跌 90% 的 大熊市，大家熟知的 2001-2003 年美国的熊市，2008年全球金融危机以外， 过去五十年还有：\\n - paragraph: 1/ 还有 1973年初到 1974年底， 因为中东的战事和石油危机，美股大盘下跌 48%， 整个西方世界股指下跌大多超过 50%。\\n - paragraph: 2/ 1987年十月， 美股大盘一天下跌 22%， 从八月高点到十月最低点，大盘下跌 34%。有些小的券商因为这个巨大波动而一天内就破产。\\n - paragraph: 3/ 2010年五月六号美股的 flash crash, 道琼斯指数十分钟内下跌一千点， 有些 ETF 流动性突然消失，几分钟内下跌 20%， 30%， 甚至 40%，虽然半个小时后大多反弹回来，但 很多投机者设了 stop loss order, 结果瞬间就被强平收割了。至于期货炒家，裸卖 option 的玩家， 更是几分钟内就玩完。\\n - paragraph: 4/ 瑞银的有个指数基金，代码 XIV， 是做空波动性的策略，之前一直表现不错，看上去是白捡的钱，2018年二月六号，两天之内下跌 93%。最后这个 ETF 几天后 清盘。\\n - paragraph: 5/ 2011 年 瑞郎突然对欧元贬值， 2015年又突然对欧元升值 （期货市场瞬间上涨 30%）， 把一些几十年的老店和基金一天内，搞破产关门。\\n - paragraph: 6/ 日经指数从 1989年历史最高点 38957， 一路下跌到 2003年的 7800 点，十四年下跌幅度达到 80%。\\n - paragraph: 7/ 香港恒生指数从 1973年初的 1800点以上，一路下跌到 1974年十二月的 180 点以下，两年之内下跌 90%， 到 1980年底时才回到1973年的新高。1997年八月，香港恒生指数最高到 16860 ， 到 1998年八月最低时跌到 6500 点 （P/e 比值只有八倍），当时国际炒家放风，想通过同时做空股市和汇市，把指数打到 4000 点， 结果最后香港政府八月份直接从 6700 点开始出手干预买股票，终于挽救了危局。没有精神物质准备的投资者，在这种环境下根本没有办法挺住。\\n - paragraph: 8/ 台湾股票指数，87年初还是 2300点，后涨到 1990年初最高的 12495 点，涨幅达六倍之多。两年内又跌回三千点以下， 跌幅接近 80%。将近三十年后，现在股指在 10641 点， 还没有超过三十年前的最高点。过去三十年内，台湾股指下跌幅度超过 40%的熊市有五次。\\n - paragraph: 9/ 上面列举的都是指数， 很多个股在危机时下跌幅度达 80%， 90%， 95%甚至更多， 还有第三世界国家的各种经济危机股灾，更是司空见惯。\\n - paragraph: 没有任何人，即使是最高层的人，或者自以为掌握全面信息的人，可以准确预测短期的走势。最近的例子，即使是美国财政部长 Hank Paulson, 在2008年九月份让 Lehman Brother 破产时，也没有预测到这个做法会导致 commercial paper market 突然冻结，引起全球金融海啸，整个市场指数半年后下跌将近 50%。\\n - paragraph: 凡是投资上的新手，不管以前在别的行业有多成功，不管有多少钱，遇到一次这种熊市，因为心理上/思维模型上/资金上没有准备，很容易把一辈子的积累，短时间内全部亏光。而且在别的行业上的成功者，会有一种大干快上雷厉风行的心态，运用到投资上，往往会有反效果。\\n - paragraph: （2） 投资者的分类\\n - paragraph: 伯恩斯坦把参与市场的投资者分为三类：\\n - paragraph: 第一类是简单粗暴型，跟着消息炒作，往往在牛市接近末尾时大买，到底部时恐慌卖掉。这是没有经验的投资者的典型特点。\\n - paragraph: 第二类是简单成熟型，有一定资产配置策略，市场跌了就去捡便宜， 高了就会卖掉一部分。他们读了很多书， 好比飞行员接受培训，运行了飞行模拟器很长时间。但是如果真正极度恐慌的大熊市，原来以为自己可以守住，但也会惊慌失措，然后被迫抛售卖掉。这就好像飞行员的新手，真正去开飞机时，遇到非常极端的紧急情况，无法控制情绪，飞机坠毁。大部分稍微有些经验的投资者，属于这种类型。没有亲身经历过一个，甚至两个完整经济周期的人，都不能说自己在实操中可以经受熊市的考验， 都只能说还是在飞行模拟器上玩。即使在 2009年市场大跌 60%时的情况下勉强生存下来的投资者，如果下次来一个下跌 70%， 持续时间更长的熊市，也同样可能出问题。\\n - paragraph: 大部分情况下，市场波动率比较小，在一个平衡点附近温和的波动，大家都是低买高卖，皆大欢喜。\\n - paragraph: 实践上， 大家完全高估了自己心理上 (tolerance) 和实力上 (capacity) 对风险的承受能力。\\n - paragraph: 这里面最微妙的一点，就是， 大部分人口口声声说 “别人恐惧时我贪婪”， 当市场下跌 5%， 10% 时这么说，不断买进， 但是市场下跌 20%， 30%的时候，就开始自我怀疑。当市场下跌 40%， 甚至 50%的时候，大家都因为子弹用光，集体恐慌抛售，原来言之灼灼的逻辑和理性全部抛在一边，已经没有贪婪的本钱了，想贪婪也没有能力贪婪。\\n - paragraph: 普通情况下，市场下跌到一定程度，估值便宜的时候抄底，高的时候再抛售，可以赚钱。但是在极端情况，当下跌突破某个临界点时，一些使用这种策略的基金本来赚钱的不赚了， 被迫清仓， 而这种清仓又加剧了下跌，亏损加大，导致客户撤资， 这种正反馈回路发生得十分迅速，会导致那些以为自己可以坚持策略的人 （“简单成熟型”）也跟着恐慌，价格可以下跌到十分荒谬的程度。\\n - paragraph: 同时，在经济下滑的时候，很多人因为自己在实业的生意上，收入减少，债务压力大，雪上加霜，或者丢失工作，甚至要被迫在最坏的时候，以最低廉的价格，被迫抛售资产。不是不想坚守策略，而是实在没有能力坚守了。\\n - paragraph: “坏的时候比想象更坏”， 可以理解为正反馈回路 （positive feedback loop) 恶性循环突破临界点，到了极致，远远超过以前大家习惯的平衡态附近的小幅波动。\\n - paragraph: Bernstein 说：长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。因为往往在这个时候，你会丢掉工作，需要钱去买便宜的股票， 或者从你的破产的邻居那里购买那幢垂涎已久的豪宅。\\n - paragraph:\\n - text: 再重复一遍：\\n - strong: “长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金。”\\n - paragraph: 这个说起来容易， 执行起来很难，需要经过几个经济周期后，才能真正理解这里面的挑战。坦白的说，大部分群友经历中过去三十年经济都是在上行，尤其是1998年亚洲金融危机之后的二十年，一路上行，中间偶尔有些扰动，但很快又回来了，所以从个人经历上，大部分人很难想象一个有几年时间的极度萧条的资本市场的场景。\\n - paragraph: 现在市场上很多投资者， 尤其是2009年金融危机之后，过去几年业绩还不错的基金经理，他可以有很多方法论，但思想上对一个极为凶猛的熊市的风险实际上是没有任何准备的， 因为有些事情他觉得不可能发生，也不可能理解。\\n - paragraph: 这个事情，不亲自经历几个完整的经济周期，无法真正理解。一次强平， 就可能造成 50%以上的损失，要两倍的回报才能弥补。如果造成 90%的损失， 要涨十倍才能回来，基本上就是把几十年的积累给搭进去了。但是受损后，很长时间心灵的创伤无法恢复，整体两倍，十倍的回报，是可遇不可求的。\\n - paragraph: 如果不能够在心理上，和行动上做好计划和准备，普通人容易成为在熊市底部被迫抛售的牺牲品。\\n - paragraph: 第三类投资者，我把他称为“冷酷成熟型”， 他们有一个长期性的策略，而且会采取非常具体明确的措施来严格执行。要严格执行， 需要不断问自己这样一个问题：\\n - paragraph: 如果真的遇到一个长达三年以上的熊市，从最高到最低点指数下跌 90% （如美股在 1929-1932年， 港股在 1973-1974年）， 我在心理上，生理上和财务上是否可以严守纪律， 是否准备好一个书面的计划，严格执行？\\n - paragraph: 要避免这种情况发生，一定要准备一个书面上的预案， 即使大盘下跌 50%， 60%， 甚至像美国 1932 年那样下跌 90% 的 时候， 甚至持续时间长达三年，四年， 五年时，仍然有现金，仍然可以不慌不忙， 按原计划继续调整资产配置。\\n - paragraph: 即使是传统意义上的一半股票 / 一半现金债券 ( 50% stock / 50% bond) 这种看似保守的配置，在真正凶险的熊市面前，比如股票跌了70%以上，那么整体资产缩水 35%，很多人精神上还是扛不住。\\n - paragraph: Bernstein 提出一个建议，就是把你未来生活支出的费用， 严格分离出一部分，神圣不可侵犯，完全不能碰，不能冒任何风险， 只能放在最安全的银行存款或者国债里面。\\n - paragraph: 如果是年龄已经超过五十岁的人，这个资金量应当至少可以轻松支付未来二十到三十年的生活费用。年纪轻的人，这个资金量会相对小一些。但是一定要冷静的自省，写个书面的计划，给自己划一道红线，把这部分神圣不可侵犯的资金，严格隔离出来。\\n - paragraph: 投资的目的不仅是要优化回报多赚钱，而且要避免在贫穷中死去。1998年对冲基金“长期资本”差点破产的时候， 巴菲特有评价：“To make the money they didn’t have and didn’t need, they risked what they did have and did need”. （为了赚他们不需要的也没有的钱，他们用自己已经拥有和需要的钱去冒险 )\\n - paragraph: 第三种投资者和其他人的区别是，不仅有足够多的耐心，不仅有足够多的现金，不仅在血流成河时可以有勇气买入。而且，因为对金融市场的历史有一定理解，知道极为凶险的熊市不可预测，但熊市迟早回来，肯定会来，所以会给自己准备一个书面计划，有预案，等这一天来临时，可以不慌不忙的，耐心的，按照当年准备好的预案不折不扣的执行。\\n - paragraph: 而其他人，危机来时，没钱了，因为没钱也没胆了，或者还有钱有胆，但因为不理解熊市的特点，应对缺乏章法，所以还是抓不住机会。\\n - paragraph: （3） 机构投资者和量化策略\\n - paragraph: \\\"伯恩斯坦的书中提到一个现象: 过去几十年，大的机构投资者掌管的资金越来越多。当某一种量化策略的因子 (factor) ，长时间产生负回报的时候，很多没有耐心的投资者就会从这些机构资金池里赎回资金，这会导致一个连锁反应，导致负回报越来越糟糕，到最后，”最悲观那一刻” 的时候，往往当某个策略未来回报可能非常高的时候，机构投资者可以使用的资金反而是最少。\\\"\\n - paragraph: \\\"这种策略的例子包括 :\\\"\\n - paragraph: 做空低利率货币，买入高利率货币 ；\\n - paragraph: 跟风投资 vs 基本面投资；\\n - paragraph: 增长型投资 vs 价值型投资因子 （growth investing factor vs value investing factor ）\\n - paragraph: 等等。\\n - paragraph: \\\"我自己总结，历史上各行各业里，尤其是金融行业里，可以看到这样一种循环:\\\"\\n - paragraph: 某个量化策略被发现有效\\n - paragraph: \\\"-> 更多人参与套利，形成一个正反馈回路 (positive feedback loop)，参与初期，量化策略回报更高\\\"\\n\\n[... 239 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 57}", "tool_call_id": "call_function_6oj098f2vjv8_1" }, { "role": "assistant", "content": "📖 **《王川: 论熊市投资者的自我修养》要点总结**\n\n**核心理念**\n> *\"资本市场，坏的时候要比想象更坏，要坏很多。\"*\n> *\"你必须有耐心、现金和勇气，且按此顺序。\"* —— William Bernstein\n\n---\n\n**一、风险的真实定义**\n\n学术界以波动率定义风险（standard deviation）， Bernstein 认为这是错的。真正的风险是：**\"在最糟糕的时候，最糟糕的回报\"**——市场扭曲程度和持续时间往往超出想象，大部分人无法坚守策略而被迫出局。\n\n**二、历史上那些\"不可能发生的\"暴跌**\n\n| 事件 | 跌幅 |\n|------|------|\n| 美股 1929-1932 | -90% |\n| 美股 1973-1974（石油危机） | -48% |\n| 美股 1987.10 单日 | -22% |\n| 日经指数 1989-2003 | -80% |\n| 恒生指数 1973-1974 | -90% |\n| 台湾股指 1987-1990 | -80% |\n| 瑞银 XIV 做空波动率 2018.2 | -93%（清盘） |\n\n**三、投资者三类人**\n\n1. **简单粗暴型** — 牛市末端大买，底部恐慌抛售\n2. **简单成熟型** — 有策略，但极端熊市仍会崩溃（\"飞行模拟器上玩得转，真遇险时慌了\"）\n3. **冷酷成熟型** — 有书面预案 + 纪律 + 现金，能在血流成河时依然买入\n\n**四、核心原则**\n\n- 📌 **必须准备书面预案**：即使指数跌 90%、持续 3-5 年，仍有现金不慌不忙执行计划\n- 📌 **隔离生活资金**：未来 20-30 年生活费\"神圣不可侵犯\"，绝不炒股\n- 📌 **\"别人恐惧时贪婪\"是伪命题**：跌 5% 敢买，跌 40% 子弹早已用光\n- 📌 **一次强平损失 90%，要十倍回报才能回本**——几十年积累付之东流\n\n> *\"To make the money they didn't have and didn't need, they risked what they did have and did need.\"* —— 巴菲特论长期资本\n\n---\n\n**亮评**：此文虽写于 2019 年，其言凿凿，于今（2026 年）加密货币市场反复暴跌之际，读之更觉振聋发聩。**现金为王，耐心至上**，八字可矣。", "reasoning": "The article is quite long. I've read enough to understand the key points. Let me provide a summary now. The article covers:\n\n1. Introduction to William Bernstein's ideas about bear markets\n2. The three types of investors\n3. Historical examples of severe market crashes\n4. The importance of \"patience, cash and courage\" in that order\n5. The key quote: \"长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金\"\n\nI've seen enough to write a good summary.", "reasoning_details": [ { "signature": "e37138ec7f8ba79d245996e104dd67a7232b102a53b9ccf214bd27600809413e", "thinking": "The article is quite long. I've read enough to understand the key points. Let me provide a summary now. The article covers:\n\n1. Introduction to William Bernstein's ideas about bear markets\n2. The three types of investors\n3. Historical examples of severe market crashes\n4. The importance of \"patience, cash and courage\" in that order\n5. The key quote: \"长期看，投资长期成功的最重要决定因素，是当街上血流成河时，你手上还有多少现金\"\n\nI've seen enough to write a good summary.", "type": "thinking" } ] }, { "role": "user", "content": "https://chuan.us/archives/431" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_nav8x2m08vlx_1", "call_id": "call_function_nav8x2m08vlx_1", "response_item_id": "fc_function_nav8x2m08vlx_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://chuan.us/archives/431\"}" } } ], "reasoning": "The user wants me to summarize another article from the same blog.", "reasoning_details": [ { "signature": "609f863a172b30268eaa1a79acfb251679c8cb2ee00d54e6e8934e0a810c948e", "thinking": "The user wants me to summarize another article from the same blog.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://chuan.us/archives/431\", \"title\": \"王川：构建个人信息基础设施。\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#page\\\"\\n - banner:\\n - paragraph:\\n - link [ref=e2]:\\n - /url: https://chuan.us/\\n - navigation:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - heading \\\"王川：构建个人信息基础设施。\\\" [ref=e8] [level=1]\\n - paragraph: 本文最初于 2019年12月12日发布于笔者的公众号。\\n - paragraph: 1/ 智能来自信息的整合。\\n - paragraph: 2/ 不同维度，角度，地区的信息综合起来，才能科学决策。\\n - paragraph: 3/ 不能整合的坏处：一知半解，断章取义，井底之蛙，错误的思维模型，个人僵尸化。\\n - paragraph: 4/ 现实中各类谎言，假信息，断章取义，有意无意的欺骗误导无处不在。\\n - paragraph: 5/ 因为利益关系，世界各地主流媒体很多报道的信息操纵非常厉害。\\n - paragraph: 6/ 普通人很难低成本的验证信息真伪。\\n - paragraph: 7/ 个体偏见普遍存在，每个人学习生活经历不同，思维模型不同，会自动忽略掉自己不感兴趣或者不理解的东西。\\n - paragraph: 8/ 更重要的是，很多时候你都不知道那些因为无知而错过的信息。 (You do not know what you do not know! )\\n - paragraph: 9/ 推特，微博，脸书，谷歌，维基百科， youtube, reddit 这些开放社交媒体平台提供大量免费的，多维度，细颗粒的信息输入。\\n - paragraph: 10/ 可以低成本交叉验证信息真实度。\\n - paragraph: 11/ 个体从未如此强大。\\n - paragraph: 12/ 通过自媒体持续发表文字或视频作品，可以在开放世界找到更多同道。\\n - paragraph: 13/ 受众巨大的自媒体人可以获得很多细微反馈，信息成本和纠错成本极低。\\n - paragraph: 14/ 信息来源和信息整合的优势，可以复合式增长。\\n - text: 15/\\n - strong: 强大信息基础设施，造就全面信息优势，才能支持深度思考，才能指导有效的行动。\\n - paragraph: 16/ 积极进取的行动，不等同于有效的行动。 (Aggressive action is not equal to effective action)\\n - paragraph: 17/ 孙子兵法： “善战者之胜也，无智名，无勇功，故其战胜不忒”.\\n - paragraph: \\\"18/ George Soros: “When you are making money, you are not busy ; If you work furiously, you would be furious at your results. “\\\"\\n - text: by\\n - link \\\"Posts by\\\" [ref=e9]:\\n - /url: https://chuan.us/archives/author/chuanus\\n - link \\\"chuan\\\" [ref=e10]:\\n - /url: https://chuan.us/archives/category/blog\\n - 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/url: https://chuan.us/archives/date/2022/01\\n - listitem:\\n - link \\\"December 2021\\\" [ref=e50]:\\n - /url: https://chuan.us/archives/date/2021/12\\n - listitem:\\n - link \\\"November 2021\\\" [ref=e51]:\\n - /url: https://chuan.us/archives/date/2021/11\\n - listitem:\\n - link \\\"October 2021\\\" [ref=e52]:\\n - /url: https://chuan.us/archives/date/2021/10\\n - heading \\\"Categories\\\" [ref=e53] [level=2]\\n - listitem:\\n - link \\\"chuan\\\" [ref=e54] [nth=1]:\\n - /url: https://chuan.us/archives/category/blog\\n - listitem:\\n - link \\\"soc-media\\\" [ref=e55]:\\n - /url: https://chuan.us/archives/category/soc-media\\n - listitem:\\n - link \\\"Uncategorized\\\" [ref=e56]:\\n - /url: https://chuan.us/archives/category/uncategorized\\n - heading \\\"Recent Posts\\\" [ref=e57] [level=2]\\n - listitem:\\n - link \\\"王川：每天睡到自然醒你就赢了 – 美国电信泡沫之回顾\\\" [ref=e58]:\\n - /url: https://chuan.us/archives/985\\n - listitem:\\n - link \\\"王川：从九十亿美元对冲基金破产的教训看风险管理\\\" [ref=e59]:\\n - /url: https://chuan.us/archives/967\\n - /url: https://chuan.us/archives/960\\n - listitem:\\n - link \\\"王川：躺平者最终能赢 （一）\\\" [ref=e60] [nth=1]:\\n - /url: https://chuan.us/archives/952\\n - /url: https://chuan.us/archives/943\\n - contentinfo:\\n - navigation:\\n - listitem:\\n - link \\\"博客\\\" [ref=e61] [nth=1]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e62] [nth=1]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e63] [nth=1]:\\n - /url: https://chuan.us/club\\n - listitem:\\n\\n[... 8 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 66}", "tool_call_id": "call_function_nav8x2m08vlx_1" }, { "role": "assistant", "content": "📖 **《王川：构建个人信息基础设施》要点总结**\n\n此文甚短，亮撮其精要：\n\n---\n\n**核心理念**\n> *\"强大信息基础设施，造就全面信息优势，才能支持深度思考，才能指导有效的行动。\"*\n\n---\n\n**为何需要信息整合？**\n\n- 单维度信息 → 一知半解、断章取义、井底之蛙\n- 现实谎言与误导无处不在，主流媒体亦常被利益操控\n- 普通人难以低成本验证真伪\n- **最危险的是：你不知道你不知道什么** *(You do not know what you do not know!)*\n\n---\n\n**解决之道**\n\n- 推特、微博、YouTube、Reddit 等开放社交媒体 → 多维度、细颗粒信息\n- 交叉验证低成本\n- 自媒体发布作品 → 触达同道，获取细微反馈，纠错成本极低\n- **信息来源优势可以复合式增长**\n\n---\n\n**警句**\n\n- *\"积极进取的行动，不等同于有效的行动。\"* (Aggressive action is not equal to effective action)\n- **孙子兵法**：\"善战者之胜也，无智名，无勇功，故其战胜不忒。\"\n- **索罗斯**：\"当你赚钱的时候，你并不忙；如果你忙到发疯，你的回报会让你暴怒。\"\n\n---\n\n**亮评**：信息即智能之根基。多源交叉验证，方能去伪存真；闭关锁信息者，终成井底之蛙。*有效行动*四字，真乃至理名言——忙者未必赢，静者未必输。", "reasoning": "This is a short article. I've already captured all the content in the snapshot. Let me summarize it.", "reasoning_details": [ { "signature": "48679fe3b4498bd0a1f248711f3e2925a752a100a8043d3072b0d80c5942547c", "thinking": "This is a short article. I've already captured all the content in the snapshot. Let me summarize it.", "type": "thinking" } ] }, { "role": "user", "content": "https://chuan.us/archives/935" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_kx271uc7e35d_1", "call_id": "call_function_kx271uc7e35d_1", "response_item_id": "fc_function_kx271uc7e35d_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://chuan.us/archives/935\"}" } } ], "reasoning": "User wants me to summarize another article from chuan.us.", "reasoning_details": [ { "signature": "6f1408612e50c1b3ad22d399876be9db90a4f482055aaff8189a11e78151a076", "thinking": "User wants me to summarize another article from chuan.us.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://chuan.us/archives/935\", \"title\": \"王川：论气急败坏, 恼羞成怒之投资大法\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#page\\\"\\n - banner:\\n - paragraph:\\n - link [ref=e2]:\\n - /url: https://chuan.us/\\n - navigation:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - heading \\\"王川：论气急败坏, 恼羞成怒之投资大法\\\" [ref=e8] [level=1]\\n - paragraph: 1/ 最让你气急败坏，恼羞成怒，而又无可奈何的新技术，最有可能让你发大财. 气急败坏，恼羞成怒的背后，肯定有某种巨大的， 难以逾越的竞争壁垒。\\n - paragraph: 2/ 这种气急败坏，最好是像传说中的诸葛亮三气周瑜一样，气至少三次，并跨越若干个牛熊周期，不仅不倒，反而越来越强，这说明其竞争优势非常全面，才真正有巨大价值。\\n - paragraph: 3/ 恼羞成怒，本质是遭遇一种 “narrative violation” (叙事的违反)， 违反的次数越多，跨越的时间越长，信号就越强烈，这是上帝在提醒你必须修改自己的思维模型。可参见笔者的老文章\\n - paragraph:\\n - link \\\"王川：为什么思维模型是最重要的财富 （一）\\\" [ref=e9]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247268&idx=1&sn=e65407109774eece25613359c6de7350&chksm=85a12720b2d6ae36d5bb1b9650cf622409de8ac38f3ebcf07958362a3259360c61f76e3419c1&scene=21#wechat_redirect\\n - paragraph: 4/ “真理会让你自由，但首先它会让你生气”， 十九世纪美国作家 Robert Ingersoll （ 1833-1899 ）如是说。（The truth shall make you free, but first it shall make you angry. ）\\n - paragraph: 5/ 恼羞成怒而让人发财的底层机制是：如果某件事让你持续气急败坏而恼羞成怒，那么它势必也会让大多数其他人恼羞成怒。如果你能抑制住恼羞成怒的情绪，提前早于大多数人改弦更张，钻研-理解-投入到新的叙事机会里，那么你就势必遥遥领先于其他迟早要被迫改弦更张的人们。但那些人被迫改的时候，势必支付较高的代价。早改早发财，你的代价无非是对非理性情绪的抑制和耐心研究的时间，但实际的辛苦操劳则少了很多。\\n - paragraph: 6/ “当局者迷，旁观者清”的一个重要原因，是因为人容易陷入计算短期局部利益的死结中拒绝放弃， 死要面子活受罪。而旁观者没有面子和局部利益的拖累，更容易看到新的全局的视野。\\n - paragraph: 7/ 人为什么很多时候会死要面子活受罪？这说明“死要面子”这种策略在某些场景下有利于生存，所以要保留下来。“死要面子”是给周围人的信号，就是我还很强大。否则周围人发现你实际上很脆弱不重要了，就可能纷纷抛弃你，造成你的塌方式的实质利益损失。什么阶段必须死要面子，什么时候坚决不能要面子，是一个学问。\\n - paragraph: 8/ 愤怒情绪背后是对自己的无能为力暴怒. 发现自己的“无能”, 但意识到只要思维模型转变就可以用实际上较小的代价变成“有能”，这样人自然会无比兴奋。当然这个搜索过程中必须花功夫，筛选掉很多精心包装的骗局。避免被骗局误导有三个过滤方法，一是要至少等待一个熊市的考验，二要能不断获得第一手信息来独立验证，三是要持续在全球范围内做横向比较筛选出最让你恼羞成怒的机会。\\n - paragraph: 9/ 如果你看到很多富人对某个新生事物气急败坏，恼羞成怒，破口大骂，这是一个潜在的有力信号。气急败坏的底层心理机制是，”我们辛辛苦苦熬了这么多年才有了今天，你是从哪里冒出来的小瘪三就这样看起来轻轻松松超过我们了? 让我们多年来积累的各种资源不值钱了？这里面肯定有诈！”. 实际情况很复杂，有的时候可能确实有诈，但如果一个新生事物持续时间较长，而且不断发展到全新的高度，那就需要认真研究，严肃对待了。\\n - paragraph: 10/ 化恼羞成怒为“四两拨千斤”的力量，是改造自我的捷径，但必须克服开始的巨大心理障碍 （承认自己错了）和认知障碍 （理解自己为什么错），认真理解和学习新的视角。\\n - paragraph: 11/ 达尔文式的进化系统，任何时候都有多个不同类别，不同脉络的生物或组织在竞争。有的冒头了很明显，有的在蛰伏但可能后来居上。暂时领先者，无法保证不会有别的不同脉络的系统会超越自己。气急败坏恼羞成怒，是世界给你的一个强烈的信号，一个新的技术路径冒头了。这和摩尔定律的底层机制，本质是一样的。可以参见笔者的老文章\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247364&idx=1&sn=442a86dd3e90e1271f09bb70aa44229b&chksm=85a12480b2d6ad96a117e69cbbba39cd4c8bf42893813aa35a117590636193b7dab801058e09&scene=21#wechat_redirect\\n - text: 12/ 对自己潜意识里的“恼羞成怒”情绪保持敏感，利用这个情绪发现自己可能在哪里犯错，知道什么时候迅速改正错误，并能果断加入新的潮流去发大财，这种能力是一种结构性优势，这就是“\\n - strong: 川式气急败坏恼羞成怒投资大法\\n - text: ”\\n - paragraph: 可以参见笔者的老文章：\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672246741&idx=1&sn=9c36ba630d40da42bc71d5dedfbbaf04&chksm=85a15911b2d6d00712eb7f8481d82be1547f6849bea65664dce9ef0a5d0c5cff8bcb4a2d0a8d&scene=21#wechat_redirect\\n - paragraph: 13/ 苹果的股票从 2001年十月 ipod 推出后至今，价格上涨了六百倍。但包括笔者在内的很多投资者，当时被自己的偏见和情绪所蒙蔽，完美的错过了这个伟大的投资机会。当 ipod 第一次推出时，批评者的借口非常多：399美元的价格比 Mp3 player 贵，一开始只能通过 iTunes 软件和 Mac 电脑兼容， 存储有限，电池寿命有限，缺乏 Wifi 接入， 缺乏对其它音乐软件格式的支持，缺乏其它 mp3 player 拥有的录音功能和FM 收音机的功能，等等。当 iphone 2007年初次被推出时，批评者的素材就更多了：五百美元的价格太贵，没有类似黑莓手机一样的键盘，email 应用 /安全性能/ 和企业内部 IT 系统整合的能力不如黑莓好，生态系统不够开放 （因为硬件也完全由苹果控制），音箱效果不好，电池无法和手机分开， 照相功能不够好，只支持 2G 不支持 3G, 只能通过 ATT 一家购买， 等等。偏见滋生的愤怒情绪，可以让你一时爽，但无法让你的钱包更鼓。可以参见笔者的老文章\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=407458780&idx=1&sn=c97c0b9eab52dbc5073fce1924064d97&chksm=02af351835d8bc0e601f403daa8cb46595bdbdde43d3f628bebd6c918e80ada05083893588e3&scene=21#wechat_redirect\\n - paragraph: 14/ 至于 btc，十五年来痛骂它的人，包括名校教授，诺贝尔奖得主，明星基金经理，顶级投行 CEO, 甚至还包括笔者一直很尊重的查理芒格老先生，和一脸正气的塔勒布老师。然而它就在那里，过去一年，三年，五年和十年的回报，碾压绝大多数其它资产。可以参见笔者的老文章\\n - paragraph:\\n - link \\\"王川：为什么人们守不住四年三倍的资产？\\\" [ref=e10]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247570&idx=1&sn=e7ba2b6fc13e81ead5c9def67f0f210c&chksm=85a125d6b2d6acc07cebe8efecfb872467502aabdaaa7377d1cf939ad2b328cada54f8d5abdd&scene=21#wechat_redirect\\n - paragraph: 15/ 以 chatgpt 主导的人工智能大语言模型 (LLM) 技术的横空出世，已经引起很多人的担忧和批评。这包括但不限于：\\n - paragraph: 因为训练数据被污染，而导致AI 在伦理和道德认知上的的缺陷和危险 ；无法核查实时信息的真实性 ；会让很多人失业 ；会消耗太多算力而污染环境 ；侵犯版权和隐私 ；会产生幻觉而胡言乱语 ；会被学生用来帮助做作业, 降低教育质量 ；并不真正理解上下文和一些微妙的东西，离通用人工智能还远得很。会被人滥用，甚至毁灭人类 。\\n - paragraph: 目前还没有看到 LLM 领域对某个公司或者新的商业模式/现象的强烈的非常失态的痛骂，但有心人应该对这方面的舆论持续关注。\\n - paragraph: \\\"16/ 意大利著名学者和政治家马基雅维利 （1469-1527 ）在“君主论”的第六章里有一段关于创新的精彩论述:\\\"\\n - paragraph: “没有什么比开创新秩序更加难以掌握，更危险去实施，或者在成功上更加不确定了。因为创新者在所有从旧秩序中获利的人那里都有敌人，在所有从新秩序中可以获利的人那里却只有不温不火的支持。这种不温不火，部分来自于对敌手的恐惧，因为他们有现有法律的支持 ; 部分来自于人类的不易信任，他们不会相信任何新事物，除非自己有了实际体验。”\\n - paragraph: 17/ 这也是为什么让你气急败坏恼羞成怒的新技术有巨大价值，因为这可能意味着新技术正在跨越”支持者的力量迅速超越反对者的力量”的鸿沟。如果此时，你顺势而为，加入支持者的行列，将有可能收获指数级别的红利。\\n - paragraph: 18/ 所以要常常反思，最近有什么新技术，让你或其他人，持续气急败坏，恼羞成怒了？\\n - paragraph: ——-\\n - strong: 作者简介：\\n - strong: 王川,投资人,现居加州硅谷。\\n - strong: 微信号9935070, 推特号”Svwang1″, 新浪微博\\n - strong: “硅谷王川”, 网站 chuan.us. 所有文章表达作者个人观点仅供参考，不构成对所述资产投资建议，投资有风险，入市须谨慎.\\n - strong: \\\"点击下面连接可看到本公众号过去两百多篇原创文章的连接目录:\\\"\\n - paragraph:\\n - link \\\"硅谷王川的公众号文章目录 (2023年七月）\\\" [ref=e11]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247577&idx=1&sn=a79cd8f4b7f21821b9bfde6eb636c9c2&chksm=85a125ddb2d6accbaf7a3164388e3930af6520af9a9f2d23b7c5acc4401c57dd1e10dcef9260&scene=21#wechat_redirect\\n - strong: 在投资和创业的道路上如何集思广益，举重若轻？\\n - strong: 欢迎加入王川的俱乐部, 这是一个聚集世界各地各行各业，有着独立思考和独特视角的精英的高端收费社区.\\n - strong: 目前只有三个名额，之后\\n - strong: 会费将继续大幅度上调。\\n - strong: 详情请点击下面文章连接\\n - paragraph:\\n - strong:\\n - link \\\"RTFM – 关于投资俱乐部的使用说明 ( 第二版）\\\" [ref=e12]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247431&idx=1&sn=c13305f0750b561ab0a5c4fc4fa16ba0&chksm=85a12443b2d6ad558f54fabc2645dd06732057bf528b64555959954fa30ca19fc75a53b60568&scene=21#wechat_redirect\\n - text: 有意申请入会者请\\n - strong: 仔细阅读说明\\n - text: \\\"，再和王川（微信号: 9935070 或推特 “svwang1” 私信) 直接联系。\\\"\\n - text: by\\n - link \\\"Posts by\\\" [ref=e13]:\\n - /url: https://chuan.us/archives/author/chuanus\\n - link \\\"chuan\\\" [ref=e14]:\\n - /url: https://chuan.us/archives/category/blog\\n - heading \\\" You may also like...\\\" [ref=e15] [level=4]\\n - /url: https://chuan.us/archives/960\\n - 'img \\\"王川: 为什么利润翻一倍但股价可能翻九倍\\\"'\\n - /url: https://chuan.us/archives/960\\n - listitem:\\n - article:\\n - link \\\"王川：关于技术本质，财富本质和自我意识本质的夸夸其谈之一\\\" [ref=e16]:\\n - /url: https://chuan.us/archives/438\\n - heading \\\"王川：关于技术本质，财富本质和自我意识本质的夸夸其谈之一\\\" [ref=e17] [level=4]:\\n - link \\\"王川：关于技术本质，财富本质和自我意识本质的夸夸其谈之一\\\" [ref=e18] [nth=1]:\\n - /url: https://chuan.us/archives/438\\n - listitem:\\n - article:\\n - link \\\"王川：从交易的“干柴烈火度” 看扩展性和正反馈循环\\\" [ref=e19]:\\n - /url: https://chuan.us/archives/354\\n - heading \\\"王川：从交易的“干柴烈火度” 看扩展性和正反馈循环\\\" [ref=e20] [level=4]:\\n - link \\\"王川：从交易的“干柴烈火度” 看扩展性和正反馈循环\\\" [ref=e21] [nth=1]:\\n - /url: https://chuan.us/archives/354\\n - /url: https://chuan.us/archives/941\\n - text: \\n - strong: Next\\n - text: \\\"王川: 只有生存狂才无需偏执\\\"\\n - /url: https://chuan.us/archives/929\\n - text: \\n - strong: Previous\\n - text: \\\"王川: 从思科的财务报告历史, 来看英伟达的估值\\\"\\n - search:\\n - text: Search\\n - searchbox \\\"Search\\\" [ref=e22]\\n - button \\\"Search\\\" [ref=e23]\\n - heading \\\"Recent Comments\\\" [ref=e24] [level=2]\\n - listitem:\\n - article:\\n - text: jackworld on\\n - link \\\"王川：躺平者最终能赢 （一）\\\" [ref=e25]:\\n\\n[... 128 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 65}", "tool_call_id": "call_function_kx271uc7e35d_1" }, { "role": "assistant", "content": "📖 **《王川：论气急败坏恼羞成怒之投资大法》要点总结**\n\n---\n\n**核心心法**\n\n> *\"最让你气急败坏、恼羞成怒，而又无可奈何的新技术，最有可能让你发大财。\"*\n\n---\n\n**为何有效？**\n\n恼羞成怒的本质是 **\"叙事违反\"（Narrative Violation）**——现实与你的认知框架冲突。冲突次数越多、时间越长，信号越强：**上帝在提醒你必须修改思维模型。**\n\n- 众人皆怒 → 你若能抑制情绪、提前转向新叙事 → **遥遥领先**\n- 别人被迫改弦更张时需付更高代价，你早改的代价不过是\"抑制非理性情绪 + 研究时间\"\n\n---\n\n**如何过滤机会？**\n\n1. 至少等一个熊市考验\n2. 获取第一手信息独立验证\n3. 全球范围内横向比较，筛出最让你恼羞成怒的机会\n\n---\n\n**经典案例**\n\n| 技术 | 当年被痛骂的理由 |\n|------|-----------------|\n| **iPod** | 399美元太贵、只能兼容iTunes、存储小、缺WiFi… |\n| **iPhone** | 500美元太贵、无键盘、企业整合不如黑莓、只支持2G… |\n| **BTC** | 十五年来被名校教授、诺奖得主、顶级投行CEO集体痛骂 → 回报碾压绝大多数资产 |\n\n---\n\n**底层逻辑**\n\n马基雅维利《君主论》第六章：\n> *\"没有什么比开创新秩序更加难以掌握……创新者在所有从旧秩序中获利的人那里都有敌人，在所有新秩序中可以获利的人那里却只有不温不火的支持。\"*\n\n→ **气急败坏 = 新技术正在跨越\"支持者力量超越反对者\"的鸿沟**，顺势加入，可获指数级红利。\n\n---\n\n**问自己**\n\n> 最近有什么新技术，让你或其他人，**持续气急败坏、恼羞成怒**？\n\n**亮评**：此法之妙，在于将情绪化为信号。凡让多数人怒者，往往乃少数人财富之源泉。*ChatGPT 问世时之批评，与 iPod、iPhone 当年之骂声，如出一辙*——历史从未新鲜，只是众人健忘罢了。", "reasoning": "This is a great article! Let me summarize it.", "reasoning_details": [ { "signature": "f60710940af06863e951292c218edef328de731c1eedc7671c2c1c4c6a2dffb2", "thinking": "This is a great article! Let me summarize it.", "type": "thinking" } ] }, { "role": "user", "content": "总结：https://chuan.us/archives/919" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_tnx0rwunf4sb_1", "call_id": "call_function_tnx0rwunf4sb_1", "response_item_id": "fc_function_tnx0rwunf4sb_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://chuan.us/archives/919\"}" } } ], "reasoning": "The user wants a summary of another article from chuan.us. Let me fetch it.", "reasoning_details": [ { "signature": "0fb757b0ee597e108fe67ce04df298e7d784ddab67732bc4b496eea4396a5f0b", "thinking": "The user wants a summary of another article from chuan.us. Let me fetch it.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://chuan.us/archives/919\", \"title\": \"王川: 长期主义的实践为什么这么难\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#page\\\"\\n - banner:\\n - paragraph:\\n - link [ref=e2]:\\n - /url: https://chuan.us/\\n - navigation:\\n - listitem:\\n - link \\\"博客\\\" [ref=e3]:\\n - /url: https://chuan.us/blog\\n - listitem:\\n - link \\\"联系\\\" [ref=e4]:\\n - /url: https://chuan.us/contact\\n - listitem:\\n - link \\\"俱乐部\\\" [ref=e5]:\\n - /url: https://chuan.us/club\\n - listitem:\\n - link \\\"NFT\\\" [ref=e6]:\\n - /url: https://chuan.us/nft\\n - listitem:\\n - link \\\"English\\\" [ref=e7]:\\n - /url: https://chuan.us/english\\n - article:\\n - 'heading \\\"王川: 长期主义的实践为什么这么难\\\" [level=1]'\\n - paragraph: 1/ 我的投资俱乐部成立到现在已经八年多了。前几天和一位朋友聊，提起 2016年俱乐部的群友在 A 市的第一次聚会，现场大约二十多人，七年之后，只有他一个人还在群内。同期在 B 市的群友聚会，现场十个人里面，七年后还有六位仍在群内。A 市聚会是在一位群友自家开的滇菜餐馆里举行的，环境优雅，热闹非凡。大家吃的开心，发言踊跃。B 市聚会地点房间小很多，气氛明显更沉闷。但七年之后两地群友去留的差别如此之大，完全没有想到，让人感慨万千。\\n - paragraph: 2/ 我在俱乐部内部的研讨中，较早推荐了一些投资标的，因为深入研究，自己做到知行合一，长期持有后获得了不错的回报。这里最戏剧性的是特斯拉，从 2015年大家开始讨论，正反两方面吵得极为厉害，少数人甚至参与做空。也有一些人受不了翻来覆去的枯燥的争论而退群。到 2019年夏天的时候，特斯拉的股价比 2015年最高点下跌超过 30%。争论四年之后，反方看似是正确的。然后就是突然两年二十多倍的暴涨，一切就都是历史了。可以参见笔者的老文章。\\n - paragraph:\\n - link \\\"王川：过去五年关于特斯拉的十六篇文章的列表\\\" [ref=e8]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247354&idx=1&sn=206248bfd0b6bfb1db582b43f460f303&chksm=85a124feb2d6ade87bda523e41973036317c456af369e0f39df32d559388e4bee4022bcaf9a5&scene=21#wechat_redirect\\n - paragraph: 3/ 为什么长期主义的实践这么困难？为什么 A 市和 B 市两地的群友会有这么大的差别？ 反复推敲后，我的结论是：\\n - strong: 关键在于资源的贫乏。\\n - paragraph: 4/ 长期主义的坚持，需要自身有足够资源可以耐得住表面的波动。如果一个事情，坚持四年，尽管从第一性原理上各个维度都有肉眼可见的大幅度进展，但在账面上还有浮亏，还有主流媒体的各种负面的鼓噪，即使内心认可，也无法承受老板/客户/家人的压力而继续坚守。\\n - paragraph: 5/ B 市的群友大多是私营企业家，底子厚，没有迅速发财的压力，也不需要马上依靠投资挣生活费；不给别人管理资产，因此没有短期业绩的压力，坚守七八年毫无问题。而 A 市很多群友，要么还在创业早期，要么还在职场打拼，短期出业绩的压力非常大，时刻都在寻找马上能见效的新机会。即使碰到好的长期机会，要么卖得过早收益有限；要么遇到熊市，即使内心认可，奈何业绩压力，只能割肉放弃。更何况，很多人其实对事物的钻研不够深入，媒体上稍微有些负面消息，外面稍微有些包装精美的诱惑，自己就守不住了。\\n - paragraph: 6/ 一个人或者团体的演化阻力最小的方向，是他可能获得最大正反馈的方向，这取决于他和外界连接的网络特征，和这些网络连接给他的选择权。资源的贫乏，本质意味着选择权的贫乏。选择权诚实的决定了阻力最小的演化方向，这比任何信誓旦旦的赌咒发誓都更准确。\\n - paragraph: 7/ 这里有个细思极恐的怪圈：因为资源贫乏，所以屡屡落入各种许诺不劳而获而暴富的骗局 ；因为资源贫乏，即使撞上了好机会，稍微赚了点小钱就套现离场，不能耐心等待小树苗慢慢长成参天大树 ；还是因为资源贫乏，整天听到看到的，被输入的，是各种噪音和似是而非的有害信息。当看到某个朋友若干年后还是用同样的方式，费力低效的做事，没有什么本质的进步，甚至因为年龄原因实质上还有些退化，而且说了也不愿意真正改进的的时候，人会产生一种本能的生理痛感，然后只能一声叹息。\\n - paragraph: 8/ 没有人一开始就是资源丰富的。资源贫乏者如何能够实现长期的跃迁？这里强烈推荐一下 Dan Sullivan 和 Benjamin Hardy 的一本新书：“十倍比两倍更容易” （ 10x is easier than 2x ). 把这本书的核心精神总结一下：\\n - paragraph: i) 很多人因为一种不假思索的本能，以为财富的增长就是对现在做的事情上加倍努力，这是 2x (两倍数) 的思维。\\n - paragraph: ii) 10x (十倍数) 的增长，长期看，实际上比两倍更容易。因为，你一旦以 10x 的视野来要求自己，就会主动强迫自己过滤，放弃，拒绝掉各种长期增长潜力有限的机会 (甚至是骗局)，你会让自己高度聚焦，只做哪种有潜力让自己十倍增长的事情。这个过滤方式，对人也适用。这种放弃，和自己的日常习惯一开始是冲突的，很多人不愿意割舍，抵触情绪严重。因此必须冷静坐下来认真推演，从思想上彻底理解，“果断放弃”低价值行为或机会，对于长期 10x 的必要性。\\n - paragraph: iii) 因为你果断拒绝了很多低价值机会，反而时间更多了。更多的时间让你可以聚焦深入的研究，提高自己在底层用第一性原理识别和捕捉高价值机会的能力。\\n - paragraph: iv) 因为你在架构设计上就强迫自己不断积累各种新的微小的优势，迟早会有一天你会获得突破，实现 10x 的梦想。\\n - paragraph: v) 回到第一步，重新审视自己的日常工作学习，再重新过滤放弃旧的低价值习惯，开始下一个 10x 的篇章。\\n - paragraph: 9/ 如果做一个思想实验，你要把自己的净资产三十年增加一千倍。听上去目标很宏大，很难达到,你的第一个直觉反应是：根本不可能！但把它拆解一下，就是每十年增加十倍。(以下计算为简化的目的，不考虑税收因素). 再分解一下，就是每五年 3.2 倍。\\n - paragraph: 10/ 如何做到五年 3.2 倍？按照简单的倒推，这需要每年 26%左右的回报。但事物的发展从不是一直向前，没有波折的。实际情况是，市场常常不断在牛熊之间像个神经病一样的大幅波动。为了捕捉到大幅的回报，五年里面大部分时间需要等待，积累信息和资源，等到机会来了，在大家都恐慌和缺乏资源的时候，(在全面分析基本面的各种定性定量因素后) 觉得某个投资五年内大概率有远超 3.2 倍的回报，才出手。\\n - paragraph: 11/ 理解这个逻辑框架后，就必须谢绝大部分市场上的噪音和诱惑。对绝大部分事情都说不。对外界各种试图空手套白狼的邀约和闲扯，没有确定性的短线交易，不了解的东西，调研成本太高的东西，潜在回报不能远大于下行风险的东西，没有进入一种持续自我强化的垄断性状态的东西，等等，说不。五年至少 3.2 倍成为一条简单粗暴的红线。不去碰红线以外的东西，成为一种自觉的自律。\\n - paragraph: 12/ “说不”之后豁然开朗。这意味着你相比之前有大把的闲暇时间，可以深入的，按照自己的节奏调研。然后持续发掘出新的，别人无法真正理解和彻底实践的机会。这样当外人以为你只是运气.幸存者偏差和事后诸葛亮时，你只是笑一下，不去解释。可以参见笔者下面的老文章。\\n - paragraph:\\n - link \\\"王川：为什么人们守不住四年三倍的资产？\\\" [ref=e9]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247570&idx=1&sn=e7ba2b6fc13e81ead5c9def67f0f210c&chksm=85a125d6b2d6acc07cebe8efecfb872467502aabdaaa7377d1cf939ad2b328cada54f8d5abdd&scene=21#wechat_redirect\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247411&idx=1&sn=c762831b991def0c42a2aeeabc99ba76&chksm=85a124b7b2d6ada129aaeeaee08cf7c011d70c1149df60b7945aaa0b3ea11c5322046b7c4a91&scene=21#wechat_redirect\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=414279999&idx=1&sn=6907f88718432f34a40fa532be8201f5&chksm=02570ffb352086edae52c09e65df4bef2fdf36cd2ea177884bfaa78515cce8f20a889e36773f&scene=21#wechat_redirect\\n - link \\\"王川：从品牌和应用场景的思维模型看比特币\\\" [ref=e10]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247281&idx=1&sn=4856194a3ec3347d3c11254e7e363029&chksm=85a12735b2d6ae2336178d3d800c1a60ad0baa04d06afe8379ef55e828266b03ed986fa2481d&scene=21#wechat_redirect\\n - link \\\"王川：从算力演变看比特币现金 (BCH) 的边缘化\\\" [ref=e11]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=2672247219&idx=1&sn=cec5fe5440712c6f458c1930d4f340d0&chksm=85a12777b2d6ae618be51c43738e7b014b64a532113e3f325094e2df4a744f0903116d5b8c38&scene=21#wechat_redirect\\n - link \\\"王川：四千亿个理由告诉你，视野比勤奋更重要，长期持有才是王道\\\" [ref=e12]:\\n - /url: http://mp.weixin.qq.com/s?__biz=MzA3MzE5MjM2Mw==&mid=215957833&idx=1&sn=a57fb318e85a3e3e86a03e2c128e1922&chksm=1639278d214eae9bf21b37b3494247e6bd756f9f18be23b2b231dce293bc740a6205e2f71369&scene=21#wechat_redirect\\n - paragraph: 13/ 进一步推导，为了未来三十年还能一直享受你的劳动果实，必须以一种严谨的态度，投入大量时间和资源，保持身体的健康和自由。否则，到了七老八十，老年痴呆，体态佝偻，骨质疏松，大小便失禁，各种疼痛，心血管疾病，等等，纵有家财万贯也是枉然。\\n - paragraph: 14/ 于是，你就会有时间和兴趣努力实践太极，站桩，瑜伽，跑步，游泳，间歇性断食，并持续关注其它前沿的抗衰老技术的最新发展。这又会给你更多年的时间，在意想不到的，不断涌现的新的维度上获得十倍以上的成长。\\n - paragraph: \\\"15/ 科幻小说家 Frank Herbert 有名言: “追求自由，你就会成为欲望的奴隶 ; 追求自律，你就会找到(真正的)解放” (Seek freedom and become captive of your desires. Seek discipline and find your liberty.)。对低价值事物的持续严格舍弃的自律，正是通往高价值成长的长期主义的解放之路。\\\"\\n - strong: 作者简介：\\n - strong: 王川,投资人,现居加州硅谷。\\n - strong: 微信号9935070, 推特号”Svwang1″, 新浪微博\\n - strong: “硅谷王川”, 网站 chuan.us. 所有文章表达作者个人观点仅供参考，不构成对所述资产投资建议，投资有风险，入市须谨慎.\\n - strong: 在投资和创业的道路上如何集思广益，举重若轻？\\n - strong: 欢迎加入王川的俱乐部, 这是一个聚集世界各地各行各业，有着独立思考和独特视角的精英的高端收费社区.\\n - strong: 详情请点击下面文章连接\\n - paragraph:\\n - link \\\"RTFM – 关于投资俱乐部的使用说明 ( 第二版）\\\" [ref=e13]:\\n - /url: http://chuan.us/club\\n - strong: RTFM – 关于投资俱乐部的使用说明 ( 第二版）\\n - paragraph: \\\"有意申请入会者请和王川（微信号: 9935070 或推特 “svwang1” 私信) 直接联系。\\\"\\n - text: by\\n - link \\\"Posts by\\\" [ref=e14]:\\n - /url: https://chuan.us/archives/author/chuanus\\n - link \\\"chuan\\\" [ref=e15]:\\n - /url: https://chuan.us/archives/category/blog\\n - heading \\\" You may also like...\\\" [ref=e16] [level=4]\\n - /url: https://chuan.us/archives/336\\n - 'img \\\"王川: 论”自动车就是房地产”\\\"'\\n - /url: https://chuan.us/archives/336\\n - /url: https://chuan.us/archives/356\\n - 'img \\\"王川: 再论区块链和“正反馈循环”\\\"'\\n - /url: https://chuan.us/archives/356\\n - listitem:\\n - article:\\n - link \\\"王川：论兴趣和世界第九大奇迹 （一）\\\" [ref=e17]:\\n - /url: https://chuan.us/archives/800\\n - heading \\\"王川：论兴趣和世界第九大奇迹 （一）\\\" [ref=e18] [level=4]:\\n - link \\\"王川：论兴趣和世界第九大奇迹 （一）\\\" [ref=e19] [nth=1]:\\n - /url: https://chuan.us/archives/800\\n - /url: https://chuan.us/archives/929\\n - text: \\n - strong: Next\\n - text: \\\"王川: 从思科的财务报告历史, 来看英伟达的估值\\\"\\n - /url: https://chuan.us/archives/907\\n - text: \\n - strong: Previous\\n - text: \\\"王川: 从 chatGPT 看人工智能的投资机会和风险\\\"\\n - search:\\n - text: Search\\n - searchbox \\\"Search\\\" [ref=e20]\\n - button \\\"Search\\\" [ref=e21]\\n - heading \\\"Recent Comments\\\" [ref=e22] [level=2]\\n - listitem:\\n - article:\\n - text: jackworld on\\n - link \\\"王川：躺平者最终能赢 （一）\\\" [ref=e23]:\\n - /url: https://chuan.us/archives/952#comment-72\\n - listitem:\\n - article:\\n - link \\\"chuanus\\\" [ref=e24]:\\n - /url: https://chuan.us\\n - text: \\\"on\\\"\\n - /url: https://chuan.us/archives/775#comment-71\\n\\n[... 121 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 63}", "tool_call_id": "call_function_tnx0rwunf4sb_1" }, { "role": "assistant", "content": "📖 **《王川: 长期主义的实践为什么这么难》要点总结**\n\n---\n\n**核心结论**\n\n> **关键在于资源的贫乏。**\n\n---\n\n**两个城市的教训**\n\n- **A 市聚会**：环境优雅、热闹踊跃 → 七年后仅剩 1/20 在群内\n- **B 市聚会**：气氛沉闷 → 七年后 6/10 仍在\n\n差别原因：B 市群友多为私营企业家，**底子厚、无短期业绩压力、不需靠投资挣生活费**。A 市群友或在创业早期，或在职场打拼，**短期出业绩压力巨大**，好机会也守不住。\n\n---\n\n**资源贫乏的怪圈（细思极恐）**\n\n1. 资源贫乏 → 落入暴富骗局\n2. 资源贫乏 → 撞上好机会，稍赚即跑，无法等待小树苗长成参天大树\n3. 资源贫乏 → 整天被噪音和有害信息包围\n4. **选择权决定了阻力最小的演化方向**——比任何誓言都更准确\n\n---\n\n**破局之道：《10x Is Easier Than 2x》**\n\n| 2x 思维 | 10x 思维 |\n|---------|----------|\n| 在现有事上加倍努力 | 强迫自己过滤、放弃低价值机会 |\n| 什么机会都想抓 | 只做能让自己十倍增长的事 |\n| 忙碌但低效 | **果断拒绝 → 时间更多 → 聚焦深度研究** |\n\n---\n\n**实操框架：五年 3.2 倍**\n\n- 三十年净资产翻千倍 = 每十年十倍 = **每五年 3.2 倍**\n- 大部分时间等待、积累信息资源\n- 等到众人在恐慌中缺乏资源时，出手\n- 对噪音和诱惑 **坚决说不**\n- **五年至少 3.2 倍**成为简单粗暴的红线\n\n---\n\n**健康是根基**\n\n- Frank Herbert：\"追求自由，就会成为欲望的奴隶；追求自律，就会找到（真正的）解放。\"\n- 长期主义须以**身体健康为前提**——太极、站桩、瑜伽、跑步、间歇性断食，持续关注抗衰老技术\n\n---\n\n**亮评**：*资源*二字，点破无数人之困局。君不见特斯拉2015至2019年四年浮亏30%，彼时众人皆以空头为是，待两年二十倍之际，一切已成历史。**耐得住浮亏，等得起波动**——此非性情使然，实乃资源厚薄所决定也。", "reasoning": "This is the article about why long-termism is so difficult in practice. Let me summarize the key points.", "reasoning_details": [ { "signature": "8f2d640e0a15c23de0f07a6da3c95db17e0bebf77ad1f1e9d85ac48223535394", "thinking": "This is the article about why long-termism is so difficult in practice. Let me summarize the key points.", "type": "thinking" } ] }, { "role": "user", "content": "安装：https://github.com/jnMetaCode/superpowers-zh" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_rnhihu4db5p3_1", "call_id": "call_function_rnhihu4db5p3_1", "response_item_id": "fc_function_rnhihu4db5p3_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://github.com/jnMetaCode/superpowers-zh\"}" } } ], "reasoning": "The user wants to install something from GitHub: https://github.com/jnMetaCode/superpowers-zh\n\nLet me first check what this repository is about, then install it.", "reasoning_details": [ { "signature": "cfe55a99d09b730922c4c267b596979e66e0cf855889b09c88ec8065947a44f8", "thinking": "The user wants to install something from GitHub: https://github.com/jnMetaCode/superpowers-zh\n\nLet me first check what this repository is about, then install it.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://github.com/jnMetaCode/superpowers-zh\", \"title\": \"GitHub - jnMetaCode/superpowers-zh: 🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活 · GitHub\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#start-of-content\\\"\\n - banner:\\n - heading \\\"Navigation Menu\\\" [ref=e2] [level=2]\\n - link \\\"Homepage\\\" [ref=e3]:\\n - /url: /\\n - navigation \\\"Global\\\" [ref=e4]:\\n - listitem:\\n - button \\\"Platform\\\" [ref=e5]\\n - listitem:\\n - button \\\"Solutions\\\" [ref=e6]\\n - listitem:\\n - button \\\"Resources\\\" [ref=e7]\\n - listitem:\\n - button \\\"Open Source\\\" [ref=e8]\\n - listitem:\\n - button \\\"Enterprise\\\" [ref=e9]\\n - listitem:\\n - link \\\"Pricing\\\" [ref=e10]:\\n - /url: https://github.com/pricing\\n - button \\\"Search or jump to…\\\" [ref=e11]\\n - link \\\"Sign in\\\" [ref=e12]:\\n - /url: /login?return_to=https%3A%2F%2Fgithub.com%2FjnMetaCode%2Fsuperpowers-zh\\n - link \\\"Sign up\\\" [ref=e13]:\\n - /url: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=jnMetaCode%2Fsuperpowers-zh\\n - button \\\"Appearance settings\\\" [ref=e14]\\n - main:\\n - link \\\"jnMetaCode\\\" [ref=e15]:\\n - /url: /jnMetaCode\\n - text: /\\n - strong:\\n - link \\\"superpowers-zh\\\" [ref=e16]:\\n - /url: /jnMetaCode/superpowers-zh\\n - text: Public\\n - listitem:\\n - link \\\"You must be signed in to change notification settings\\\" [ref=e17]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Notifications\\n - listitem:\\n - link \\\"Fork 310\\\" [ref=e18]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - listitem:\\n - link \\\"You must be signed in to star a repository\\\" [ref=e19]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Star 2.9k\\n - navigation \\\"Repository\\\" [ref=e20]:\\n - listitem:\\n - link \\\"Code\\\" [ref=e21]:\\n - /url: /jnMetaCode/superpowers-zh\\n - listitem:\\n - link \\\"Issues 5\\\" [ref=e22]:\\n - /url: /jnMetaCode/superpowers-zh/issues\\n - listitem:\\n - link \\\"Pull requests\\\" [ref=e23]:\\n - /url: /jnMetaCode/superpowers-zh/pulls\\n - listitem:\\n - link \\\"Discussions\\\" [ref=e24]:\\n - /url: /jnMetaCode/superpowers-zh/discussions\\n - listitem:\\n - link \\\"Actions\\\" [ref=e25]:\\n - /url: /jnMetaCode/superpowers-zh/actions\\n - listitem:\\n - link \\\"Projects\\\" [ref=e26]:\\n - /url: /jnMetaCode/superpowers-zh/projects\\n - listitem:\\n - link \\\"Security and quality\\\" [ref=e27]:\\n - /url: /jnMetaCode/superpowers-zh/security\\n - listitem:\\n - link \\\"Insights\\\" [ref=e28]:\\n - /url: /jnMetaCode/superpowers-zh/pulse\\n - heading \\\"jnMetaCode/superpowers-zh\\\" [ref=e29] [level=1]\\n - button \\\"main branch\\\" [ref=e30]: main\\n - link \\\"2 Branches\\\" [ref=e31]:\\n - /url: /jnMetaCode/superpowers-zh/branches\\n - strong: \\\"2\\\"\\n - text: Branches\\n - link \\\"6 Tags\\\" [ref=e32]:\\n - /url: /jnMetaCode/superpowers-zh/tags\\n - strong: \\\"6\\\"\\n - text: Tags\\n - button \\\"Code\\\" [ref=e33]\\n - heading \\\"Folders and files\\\" [ref=e34] [level=2]\\n - table \\\"Folders and files\\\":\\n - row \\\"Name Last commit message Last commit date\\\":\\n - columnheader \\\"Name\\\" [ref=e35]\\n - columnheader \\\"Last commit message\\\" [ref=e36]\\n - columnheader \\\"Last commit date\\\" [ref=e37]\\n - 'row \\\"Latest commit jnMetaCode commits by jnMetaCode docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) Open commit details success Commit 9a8d4e4 · May 12, 20262 days ago History 64 Commits\\\"':\\n - 'cell \\\"Latest commit jnMetaCode commits by jnMetaCode docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) Open commit details success Commit 9a8d4e4 · May 12, 20262 days ago History 64 Commits\\\"':\\n - heading \\\"Latest commit\\\" [ref=e38] [level=2]\\n - link \\\"jnMetaCode\\\" [ref=e39] [nth=1]:\\n - /url: /jnMetaCode\\n - link \\\"commits by jnMetaCode\\\" [ref=e40]:\\n - /url: /jnMetaCode/superpowers-zh/commits?author=jnMetaCode\\n - text: jnMetaCode\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e41]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e42]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - button \\\"Open commit details\\\" [ref=e43]\\n - button \\\"success\\\" [ref=e44]\\n - link \\\"Commit 9a8d4e4\\\" [ref=e45]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - text: 9a8d4e4\\n - text: · May 12, 20262 days ago\\n - heading \\\"History\\\" [ref=e46] [level=2]\\n - link \\\"64 Commits\\\" [ref=e47]:\\n - /url: /jnMetaCode/superpowers-zh/commits/main/\\n - 'row \\\".claude-plugin, (Directory) docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) May 12, 20262 days ago\\\"':\\n - cell \\\".claude-plugin, (Directory)\\\" [ref=e48]:\\n - link \\\".claude-plugin, (Directory)\\\" [ref=e49]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.claude-plugin\\n - text: .claude-plugin\\n - 'cell \\\"docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27)\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e50] [nth=1]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e51] [nth=1]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - cell \\\"May 12, 20262 days ago\\\" [ref=e52]\\n - 'row \\\".codex-plugin, (Directory) chore: release v1.4.0 — 上游漂移 P0 全量修复 + 防回归基建 (#32) May 12, 20262 days ago\\\"':\\n - cell \\\".codex-plugin, (Directory)\\\" [ref=e53]:\\n - link \\\".codex-plugin, (Directory)\\\" [ref=e54]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.codex-plugin\\n - text: .codex-plugin\\n - 'cell \\\"chore: release v1.4.0 — 上游漂移 P0 全量修复 + 防回归基建 (#32)\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/c5b4fa446bde1b0ce67d38029d199ab69d366220\\n - link \\\"#32\\\" [ref=e55]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/32\\n - link \\\")\\\" [ref=e56] [nth=2]:\\n - /url: /jnMetaCode/superpowers-zh/commit/c5b4fa446bde1b0ce67d38029d199ab69d366220\\n - cell \\\"May 12, 20262 days ago\\\" [ref=e57] [nth=1]\\n - row \\\".codex, (Directory) superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills Mar 20, 20262 months ago\\\":\\n - cell \\\".codex, (Directory)\\\" [ref=e58]:\\n - link \\\".codex, (Directory)\\\" [ref=e59]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.codex\\n - text: .codex\\n - cell \\\"superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills\\\" [ref=e60]:\\n - link \\\"superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills\\\" [ref=e61]:\\n - /url: /jnMetaCode/superpowers-zh/commit/80bc1006251764ef8fb9153f8a7d5c63a7e8baa3\\n - cell \\\"Mar 20, 20262 months ago\\\" [ref=e62]\\n - 'row \\\".cursor-plugin, (Directory) docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) May 12, 20262 days ago\\\"':\\n - cell \\\".cursor-plugin, (Directory)\\\" [ref=e63]:\\n - link \\\".cursor-plugin, (Directory)\\\" [ref=e64]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.cursor-plugin\\n - text: .cursor-plugin\\n - 'cell \\\"docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27)\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e65] [nth=2]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e66] [nth=3]:\\n\\n[... 1286 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 602}", "tool_call_id": "call_function_rnhihu4db5p3_1" }, { "role": "assistant", "content": "亮查得此乃 AI 编程超能力中文增强版，共 16 款工具支持。亮查看安装方式：", "tool_calls": [ { "id": "call_function_m8xaxhgoxxas_1", "call_id": "call_function_m8xaxhgoxxas_1", "response_item_id": "fc_function_m8xaxhgoxxas_1", "type": "function", "function": { "name": "browser_scroll", "arguments": "{\"direction\": \"down\"}" } } ], "reasoning": "I can see this is the superpowers-zh repo. Let me look at the README/install instructions to understand how to install it.", "reasoning_details": [ { "signature": "3730470bd123964757e5adf6cfb0b4dfaa89a2df7a4ea0360b2f75a6267ec305", "thinking": "I can see this is the superpowers-zh repo. Let me look at the README/install instructions to understand how to install it.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"scrolled\": \"down\"}", "tool_call_id": "call_function_m8xaxhgoxxas_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_in0wxamda1r6_1", "call_id": "call_function_in0wxamda1r6_1", "response_item_id": "fc_function_in0wxamda1r6_1", "type": "function", "function": { "name": "browser_snapshot", "arguments": "{\"full\": true}" } } ], "reasoning": "Let me look for installation instructions in the README.", "reasoning_details": [ { "signature": "ab4d69e6403bc7dd54c5c4e4fe6ce0e1caed1814783795a999940605aa3c9c0e", "thinking": "Let me look for installation instructions in the README.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"snapshot\": \"- document:\\n - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#start-of-content\\\"\\n - banner:\\n - heading \\\"Navigation Menu\\\" [ref=e2] [level=2]\\n - link \\\"Homepage\\\" [ref=e3]:\\n - /url: /\\n - navigation \\\"Global\\\" [ref=e4]:\\n - list:\\n - listitem:\\n - button \\\"Platform\\\" [ref=e5]\\n - listitem:\\n - button \\\"Solutions\\\" [ref=e6]\\n - listitem:\\n - button \\\"Resources\\\" [ref=e7]\\n - listitem:\\n - button \\\"Open Source\\\" [ref=e8]\\n - listitem:\\n - button \\\"Enterprise\\\" [ref=e9]\\n - listitem:\\n - link \\\"Pricing\\\" [ref=e10]:\\n - /url: https://github.com/pricing\\n - button \\\"Search or jump to…\\\" [ref=e11]\\n - link \\\"Sign in\\\" [ref=e12]:\\n - /url: /login?return_to=https%3A%2F%2Fgithub.com%2FjnMetaCode%2Fsuperpowers-zh\\n - link \\\"Sign up\\\" [ref=e13]:\\n - /url: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=jnMetaCode%2Fsuperpowers-zh\\n - button \\\"Appearance settings\\\" [ref=e14]\\n - main:\\n - link \\\"jnMetaCode\\\" [ref=e15]:\\n - /url: /jnMetaCode\\n - text: /\\n - strong:\\n - link \\\"superpowers-zh\\\" [ref=e16]:\\n - /url: /jnMetaCode/superpowers-zh\\n - text: Public\\n - list:\\n - listitem:\\n - link \\\"You must be signed in to change notification settings\\\" [ref=e17]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Notifications\\n - listitem:\\n - link \\\"Fork 310\\\" [ref=e18]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - listitem:\\n - link \\\"You must be signed in to star a repository\\\" [ref=e19]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Star 2.9k\\n - navigation \\\"Repository\\\" [ref=e20]:\\n - list:\\n - listitem:\\n - link \\\"Code\\\" [ref=e21]:\\n - /url: /jnMetaCode/superpowers-zh\\n - listitem:\\n - link \\\"Issues 5\\\" [ref=e22]:\\n - /url: /jnMetaCode/superpowers-zh/issues\\n - listitem:\\n - link \\\"Pull requests\\\" [ref=e23]:\\n - /url: /jnMetaCode/superpowers-zh/pulls\\n - listitem:\\n - link \\\"Discussions\\\" [ref=e24]:\\n - /url: /jnMetaCode/superpowers-zh/discussions\\n - listitem:\\n - link \\\"Actions\\\" [ref=e25]:\\n - /url: /jnMetaCode/superpowers-zh/actions\\n - listitem:\\n - link \\\"Projects\\\" [ref=e26]:\\n - /url: /jnMetaCode/superpowers-zh/projects\\n - listitem:\\n - link \\\"Security and quality\\\" [ref=e27]:\\n - /url: /jnMetaCode/superpowers-zh/security\\n - listitem:\\n - link \\\"Insights\\\" [ref=e28]:\\n - /url: /jnMetaCode/superpowers-zh/pulse\\n - heading \\\"jnMetaCode/superpowers-zh\\\" [ref=e29] [level=1]\\n - button \\\"main branch\\\" [ref=e30]: main\\n - link \\\"2 Branches\\\" [ref=e31]:\\n - /url: /jnMetaCode/superpowers-zh/branches\\n - strong: \\\"2\\\"\\n - text: Branches\\n - link \\\"6 Tags\\\" [ref=e32]:\\n - /url: /jnMetaCode/superpowers-zh/tags\\n - strong: \\\"6\\\"\\n - text: Tags\\n - combobox \\\"Go to file\\\" [ref=e33]\\n - button \\\"Code\\\" [ref=e34]\\n - heading \\\"Folders and files\\\" [ref=e35] [level=2]\\n - table \\\"Folders and files\\\":\\n - rowgroup:\\n - row \\\"Name Last commit message Last commit date\\\":\\n - columnheader \\\"Name\\\" [ref=e36]\\n - columnheader \\\"Last commit message\\\" [ref=e37]\\n - columnheader \\\"Last commit date\\\" [ref=e38]\\n - rowgroup:\\n - 'row \\\"Latest commit jnMetaCode commits by jnMetaCode docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) Open commit details success Commit 9a8d4e4 · May 12, 20262 days ago History 64 Commits\\\"':\\n - 'cell \\\"Latest commit jnMetaCode commits by jnMetaCode docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) Open commit details success Commit 9a8d4e4 · May 12, 20262 days ago History 64 Commits\\\"':\\n - heading \\\"Latest commit\\\" [ref=e39] [level=2]\\n - link \\\"jnMetaCode\\\" [ref=e40] [nth=1]:\\n - /url: /jnMetaCode\\n - img \\\"jnMetaCode\\\"\\n - link \\\"commits by jnMetaCode\\\" [ref=e41]:\\n - /url: /jnMetaCode/superpowers-zh/commits?author=jnMetaCode\\n - text: jnMetaCode\\n - 'link \\\"docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e42]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e43]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - button \\\"Open commit details\\\" [ref=e44]\\n - button \\\"success\\\" [ref=e45]\\n - link \\\"Commit 9a8d4e4\\\" [ref=e46]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - text: 9a8d4e4\\n - text: · May 12, 20262 days ago\\n - heading \\\"History\\\" [ref=e47] [level=2]\\n - link \\\"64 Commits\\\" [ref=e48]:\\n - /url: /jnMetaCode/superpowers-zh/commits/main/\\n - 'row \\\".claude-plugin, (Directory) docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) May 12, 20262 days ago\\\"':\\n - cell \\\".claude-plugin, (Directory)\\\" [ref=e49]:\\n - link \\\".claude-plugin, (Directory)\\\" [ref=e50]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.claude-plugin\\n - text: .claude-plugin\\n - 'cell \\\"docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27)\\\"':\\n - 'link \\\"docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e51] [nth=1]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e52] [nth=1]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - cell \\\"May 12, 20262 days ago\\\" [ref=e53]\\n - 'row \\\".codex-plugin, (Directory) chore: release v1.4.0 — 上游漂移 P0 全量修复 + 防回归基建 (#32) May 12, 20262 days ago\\\"':\\n - cell \\\".codex-plugin, (Directory)\\\" [ref=e54]:\\n - link \\\".codex-plugin, (Directory)\\\" [ref=e55]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.codex-plugin\\n - text: .codex-plugin\\n - 'cell \\\"chore: release v1.4.0 — 上游漂移 P0 全量修复 + 防回归基建 (#32)\\\"':\\n - 'link \\\"chore: release v1.4.0 — 上游漂移 P0 全量修复 + 防回归基建 (\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/c5b4fa446bde1b0ce67d38029d199ab69d366220\\n - link \\\"#32\\\" [ref=e56]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/32\\n - link \\\")\\\" [ref=e57] [nth=2]:\\n - /url: /jnMetaCode/superpowers-zh/commit/c5b4fa446bde1b0ce67d38029d199ab69d366220\\n - cell \\\"May 12, 20262 days ago\\\" [ref=e58] [nth=1]\\n - row \\\".codex, (Directory) superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills Mar 20, 20262 months ago\\\":\\n - cell \\\".codex, (Directory)\\\" [ref=e59]:\\n - link \\\".codex, (Directory)\\\" [ref=e60]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.codex\\n - text: .codex\\n - cell \\\"superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills\\\" [ref=e61]:\\n - link \\\"superpowers 中文社区版：14 个翻译 + 5 个中国特色原创 skills\\\" [ref=e62]:\\n - /url: /jnMetaCode/superpowers-zh/commit/80bc1006251764ef8fb9153f8a7d5c63a7e8baa3\\n - cell \\\"Mar 20, 20262 months ago\\\" [ref=e63]\\n - 'row \\\".cursor-plugin, (Directory) docs(meta): 修 \\\\\\\"6 中国原创\\\\\\\" 文案漂移，准确反映 14+4+2 拆分 (#27) May 12, 20262 days ago\\\"':\\n - cell \\\".cursor-plugin, (Directory)\\\" [ref=e64]:\\n - link \\\".cursor-plugin, (Directory)\\\" [ref=e65]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main/.cursor-plugin\\n - text: .cursor-plugin\\n\\n[... 1424 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 603}", "tool_call_id": "call_function_in0wxamda1r6_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_tmqthadualim_1", "call_id": "call_function_tmqthadualim_1", "response_item_id": "fc_function_tmqthadualim_1", "type": "function", "function": { "name": "search_files", "arguments": "{\"pattern\": \"README|INSTALL|install\", \"target\": \"files\", \"path\": \"https://github.com/jnMetaCode/superpowers-zh/tree/main\"}" } } ], "reasoning": "This is a large repo with multiple plugin directories. I need to find the README to see the installation instructions. Let me search for the README file.", "reasoning_details": [ { "signature": "30e98c9ba189656fed7538ee39c9c2af421209b1461ecbd032f3a8ee32b341c8", "thinking": "This is a large repo with multiple plugin directories. I need to find the README to see the installation instructions. Let me search for the README file.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"total_count\": 0, \"error\": \"Path not found: https://github.com/jnMetaCode/superpowers-zh/tree/main\"}", "tool_call_id": "call_function_tmqthadualim_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_tsijyo49en60_1", "call_id": "call_function_tsijyo49en60_1", "response_item_id": "fc_function_tsijyo49en60_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://github.com/jnMetaCode/superpowers-zh/blob/main/README.md\"}" } } ], "reasoning": "Let me look for the README file in the repository directly.", "reasoning_details": [ { "signature": "99c4f1bc2e0dea5fcfe7317ab65dc371762dd1b8137d7fca5c512a0aa7e93886", "thinking": "Let me look for the README file in the repository directly.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://github.com/jnMetaCode/superpowers-zh/blob/main/README.md\", \"title\": \"superpowers-zh/README.md at main · jnMetaCode/superpowers-zh · GitHub\", \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#start-of-content\\\"\\n - banner:\\n - heading \\\"Navigation Menu\\\" [ref=e2] [level=2]\\n - link \\\"Homepage\\\" [ref=e3]:\\n - /url: /\\n - navigation \\\"Global\\\" [ref=e4]:\\n - listitem:\\n - button \\\"Platform\\\" [ref=e5]\\n - listitem:\\n - button \\\"Solutions\\\" [ref=e6]\\n - listitem:\\n - button \\\"Resources\\\" [ref=e7]\\n - listitem:\\n - button \\\"Open Source\\\" [ref=e8]\\n - listitem:\\n - button \\\"Enterprise\\\" [ref=e9]\\n - listitem:\\n - link \\\"Pricing\\\" [ref=e10]:\\n - /url: https://github.com/pricing\\n - button \\\"Search or jump to…\\\" [ref=e11]\\n - link \\\"Sign in\\\" [ref=e12]:\\n - /url: /login?return_to=https%3A%2F%2Fgithub.com%2FjnMetaCode%2Fsuperpowers-zh%2Fblob%2Fmain%2FREADME.md\\n - link \\\"Sign up\\\" [ref=e13]:\\n - /url: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow&source=header-repo&source_repo=jnMetaCode%2Fsuperpowers-zh\\n - button \\\"Appearance settings\\\" [ref=e14]\\n - main:\\n - link \\\"jnMetaCode\\\" [ref=e15]:\\n - /url: /jnMetaCode\\n - text: /\\n - strong:\\n - link \\\"superpowers-zh\\\" [ref=e16]:\\n - /url: /jnMetaCode/superpowers-zh\\n - text: Public\\n - listitem:\\n - link \\\"You must be signed in to change notification settings\\\" [ref=e17]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Notifications\\n - listitem:\\n - link \\\"Fork 310\\\" [ref=e18]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - listitem:\\n - link \\\"You must be signed in to star a repository\\\" [ref=e19]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Star 2.9k\\n - navigation \\\"Repository\\\" [ref=e20]:\\n - listitem:\\n - link \\\"Code\\\" [ref=e21]:\\n - /url: /jnMetaCode/superpowers-zh\\n - listitem:\\n - link \\\"Issues 5\\\" [ref=e22]:\\n - /url: /jnMetaCode/superpowers-zh/issues\\n - listitem:\\n - link \\\"Pull requests\\\" [ref=e23]:\\n - /url: /jnMetaCode/superpowers-zh/pulls\\n - listitem:\\n - link \\\"Discussions\\\" [ref=e24]:\\n - /url: /jnMetaCode/superpowers-zh/discussions\\n - listitem:\\n - link \\\"Actions\\\" [ref=e25]:\\n - /url: /jnMetaCode/superpowers-zh/actions\\n - listitem:\\n - link \\\"Projects\\\" [ref=e26]:\\n - /url: /jnMetaCode/superpowers-zh/projects\\n - listitem:\\n - link \\\"Security and quality\\\" [ref=e27]:\\n - /url: /jnMetaCode/superpowers-zh/security\\n - listitem:\\n - link \\\"Insights\\\" [ref=e28]:\\n - /url: /jnMetaCode/superpowers-zh/pulse\\n - heading \\\"Collapse file tree\\\" [ref=e29] [level=2]:\\n - button \\\"Collapse file tree\\\" [ref=e30] [expanded]\\n - heading \\\"Files\\\" [ref=e31] [level=2]\\n - button \\\"main branch\\\" [ref=e32]: main\\n - button \\\"Search this repository (forward slash)\\\" [ref=e33]\\n - combobox \\\"Go to file\\\" [ref=e34]\\n - navigation \\\"File Tree Navigation\\\" [ref=e35]:\\n - tree \\\"Files\\\":\\n - treeitem \\\".claude-plugin\\\" [ref=e36] [level=1]\\n - treeitem \\\".codex-plugin\\\" [ref=e37] [level=1]\\n - treeitem \\\".codex\\\" [ref=e38] [level=1]\\n - treeitem \\\".cursor-plugin\\\" [ref=e39] [level=1]\\n - treeitem \\\".github\\\" [ref=e40] [level=1]\\n - treeitem \\\".opencode\\\" [ref=e41] [level=1]\\n - treeitem \\\"assets\\\" [ref=e42] [level=1]\\n - treeitem \\\"bin\\\" [ref=e43] [level=1]\\n - treeitem \\\"docs\\\" [ref=e44] [level=1]\\n - treeitem \\\"hooks\\\" [ref=e45] [level=1]\\n - treeitem \\\"scripts\\\" [ref=e46] [level=1]\\n - treeitem \\\"skills\\\" [ref=e47] [level=1]\\n - treeitem \\\"tests\\\" [ref=e48] [level=1]\\n - treeitem \\\".gitattributes\\\" [ref=e49] [level=1]\\n - treeitem \\\".gitignore\\\" [ref=e50] [level=1]\\n - treeitem \\\".version-bump.json\\\" [ref=e51] [level=1]\\n - treeitem \\\"AGENTS.md\\\" [ref=e52] [level=1]\\n - treeitem \\\"CLAUDE.md\\\" [ref=e53] [level=1]\\n - treeitem \\\"CODE_OF_CONDUCT.md\\\" [ref=e54] [level=1]\\n - treeitem \\\"GEMINI.md\\\" [ref=e55] [level=1]\\n - treeitem \\\"LICENSE\\\" [ref=e56] [level=1]\\n - treeitem \\\"README.md\\\" [ref=e57] [level=1]\\n - treeitem \\\"RELEASE-NOTES.md\\\" [ref=e58] [level=1]\\n - treeitem \\\"RELEASE-NOTES.zh.md\\\" [ref=e59] [level=1]\\n - treeitem \\\"gemini-extension.json\\\" [ref=e60] [level=1]\\n - treeitem \\\"package.json\\\" [ref=e61] [level=1]\\n - slider \\\"Draggable pane splitter\\\" [ref=e62]\\n - navigation \\\"Breadcrumbs\\\" [ref=e63]:\\n - heading \\\"Breadcrumbs\\\" [ref=e64] [level=2]\\n - listitem:\\n - link \\\"superpowers-zh\\\" [ref=e65] [nth=1]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main\\n - heading \\\"README.md\\\" [ref=e66] [level=1]\\n - button \\\"Copy path\\\" [ref=e67]\\n - button \\\"More file actions\\\" [ref=e68]\\n - heading \\\"Latest commit\\\" [ref=e69] [level=2]\\n - link \\\"jnMetaCode\\\" [ref=e70] [nth=1]:\\n - /url: /jnMetaCode\\n - link \\\"commits by jnMetaCode\\\" [ref=e71]:\\n - /url: /jnMetaCode/superpowers-zh/commits?author=jnMetaCode\\n - text: jnMetaCode\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - link \\\"#27\\\" [ref=e72]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/27\\n - link \\\")\\\" [ref=e73]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - button \\\"Open commit details\\\" [ref=e74]\\n - button \\\"success\\\" [ref=e75]\\n - link \\\"Commit 9a8d4e4\\\" [ref=e76]:\\n - /url: /jnMetaCode/superpowers-zh/commit/9a8d4e471ef178089c133118f64571f66a11ec33\\n - text: 9a8d4e4\\n - text: · May 12, 20262 days ago\\n - heading \\\"History\\\" [ref=e77] [level=2]\\n - link \\\"History\\\" [ref=e78]:\\n - /url: /jnMetaCode/superpowers-zh/commits/main/README.md\\n - heading \\\"File metadata and controls\\\" [ref=e79] [level=2]\\n - list \\\"File view\\\":\\n - listitem:\\n - button \\\"Preview\\\" [ref=e80]\\n - listitem:\\n - button \\\"Code\\\" [ref=e81]\\n - listitem:\\n - button \\\"Blame\\\" [ref=e82]\\n - link \\\"Raw\\\" [ref=e83]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/raw/refs/heads/main/README.md\\n - button \\\"Copy raw file\\\" [ref=e84]\\n - button \\\"Download raw file\\\" [ref=e85]\\n - button \\\"Outline\\\" [ref=e86]\\n - region \\\"README.md\\\" [ref=e87]:\\n - article:\\n - heading \\\"superpowers-zh（AI 编程超能力 · 中文增强版）\\\" [ref=e88] [level=1]\\n - /url: \\\"#superpowers-zhai-编程超能力--中文增强版\\\"\\n - paragraph:\\n - text: 🌐\\n - strong: 简体中文\\n - text: \\\"|\\\"\\n - link \\\"English (upstream)\\\" [ref=e89]:\\n - /url: https://github.com/obra/superpowers\\n - text: 🦸\\n - strong: superpowers（159k+ ⭐）完整汉化 + 4 个中国原创 skills\\n - text: — 让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等\\n - strong: 17 款 AI 编程工具\\n - text: 真正会干活。从头脑风暴到代码审查，从 TDD 到调试，每个 skill 都是经过实战验证的工作方法论。\\n - paragraph:\\n - text: Chinese community edition of\\n - link \\\"superpowers\\\" [ref=e90]:\\n - /url: https://github.com/obra/superpowers\\n - text: — 20 skills across 16 AI coding tools, including full translations and China-specific development skills.\\n - 'row \\\"没装 superpowers-zh： 你：给用户模块加个批量导出功能 AI：好的，我来实现...（直接开始写代码） export async function exportUsers() { ... } 你：等等，格式不对，没分页，大数据量会 OOM... Copy code to clipboard 装了 superpowers-zh： 你：给用户模块加个批量导出功能 AI：在开始实现之前，我需要了解几个关键问题： 1. 导出格式是 CSV 还是 Excel？ 2. 预计数据量多大？需要异步处理吗？ 3. 有权限要求吗？ → 给出 2-3 个方案，确认后再动手 Copy code to clipboard\\\"':\\n - 'cell \\\"没装 superpowers-zh： 你：给用户模块加个批量导出功能 AI：好的，我来实现...（直接开始写代码） export async function exportUsers() { ... } 你：等等，格式不对，没分页，大数据量会 OOM... Copy code to clipboard\\\"':\\n - strong: 没装 superpowers-zh：\\n\\n[... 843 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 438}", "tool_call_id": "call_function_tsijyo49en60_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_u4q4zw1lavly_1", "call_id": "call_function_u4q4zw1lavly_1", "response_item_id": "fc_function_u4q4zw1lavly_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://raw.githubusercontent.com/jnMetaCode/superpowers-zh/main/install.sh\"}" } } ], "reasoning": "I can see this is a complex project. Let me look at the installation instructions. I need to find the install script or setup instructions. Let me look for an install script in the bin folder or similar.", "reasoning_details": [ { "signature": "6123b5a9819d1f834685412c983dcf72b65c97d777b631a5c746f8f64086eb1e", "thinking": "I can see this is a complex project. Let me look at the installation instructions. I need to find the install script or setup instructions. Let me look for an install script in the bin folder or similar.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://raw.githubusercontent.com/jnMetaCode/superpowers-zh/main/install.sh\", \"title\": \"\", \"snapshot\": \"Empty page\", \"element_count\": 0}", "tool_call_id": "call_function_u4q4zw1lavly_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_olzlxagpi0mp_1", "call_id": "call_function_olzlxagpi0mp_1", "response_item_id": "fc_function_olzlxagpi0mp_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://github.com/jnMetaCode/superpowers-zh/tree/main/bin\"}" } } ], "reasoning": "Let me look for the install script in the bin directory.", "reasoning_details": [ { "signature": "81999b9255fc679628229c26e986af190af969bd489be27bf929a95049d9d932", "thinking": "Let me look for the install script in the bin directory.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://github.com/jnMetaCode/superpowers-zh/tree/main/bin\", \"title\": \"superpowers-zh/bin at main · jnMetaCode/superpowers-zh · GitHub\", \"snapshot\": \" - link \\\"Skip to content\\\" [ref=e1]:\\n - /url: \\\"#start-of-content\\\"\\n - banner:\\n - heading \\\"Navigation Menu\\\" [ref=e2] [level=2]\\n - link \\\"Homepage\\\" [ref=e3]:\\n - /url: /\\n - navigation \\\"Global\\\" [ref=e4]:\\n - listitem:\\n - button \\\"Platform\\\" [ref=e5]\\n - listitem:\\n - button \\\"Solutions\\\" [ref=e6]\\n - listitem:\\n - button \\\"Resources\\\" [ref=e7]\\n - listitem:\\n - button \\\"Open Source\\\" [ref=e8]\\n - listitem:\\n - button \\\"Enterprise\\\" [ref=e9]\\n - listitem:\\n - link \\\"Pricing\\\" [ref=e10]:\\n - /url: https://github.com/pricing\\n - button \\\"Search or jump to…\\\" [ref=e11]\\n - link \\\"Sign in\\\" [ref=e12]:\\n - /url: /login?return_to=https%3A%2F%2Fgithub.com%2FjnMetaCode%2Fsuperpowers-zh%2Ftree%2Fmain%2Fbin\\n - link \\\"Sign up\\\" [ref=e13]:\\n - /url: /signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=jnMetaCode%2Fsuperpowers-zh\\n - button \\\"Appearance settings\\\" [ref=e14]\\n - main:\\n - link \\\"jnMetaCode\\\" [ref=e15]:\\n - /url: /jnMetaCode\\n - text: /\\n - strong:\\n - link \\\"superpowers-zh\\\" [ref=e16]:\\n - /url: /jnMetaCode/superpowers-zh\\n - text: Public\\n - listitem:\\n - link \\\"You must be signed in to change notification settings\\\" [ref=e17]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Notifications\\n - listitem:\\n - link \\\"Fork 310\\\" [ref=e18]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - listitem:\\n - link \\\"You must be signed in to star a repository\\\" [ref=e19]:\\n - /url: /login?return_to=%2FjnMetaCode%2Fsuperpowers-zh\\n - text: Star 2.9k\\n - navigation \\\"Repository\\\" [ref=e20]:\\n - listitem:\\n - link \\\"Code\\\" [ref=e21]:\\n - /url: /jnMetaCode/superpowers-zh\\n - listitem:\\n - link \\\"Issues 5\\\" [ref=e22]:\\n - /url: /jnMetaCode/superpowers-zh/issues\\n - listitem:\\n - link \\\"Pull requests\\\" [ref=e23]:\\n - /url: /jnMetaCode/superpowers-zh/pulls\\n - listitem:\\n - link \\\"Discussions\\\" [ref=e24]:\\n - /url: /jnMetaCode/superpowers-zh/discussions\\n - listitem:\\n - link \\\"Actions\\\" [ref=e25]:\\n - /url: /jnMetaCode/superpowers-zh/actions\\n - listitem:\\n - link \\\"Projects\\\" [ref=e26]:\\n - /url: /jnMetaCode/superpowers-zh/projects\\n - listitem:\\n - link \\\"Security and quality\\\" [ref=e27]:\\n - /url: /jnMetaCode/superpowers-zh/security\\n - listitem:\\n - link \\\"Insights\\\" [ref=e28]:\\n - /url: /jnMetaCode/superpowers-zh/pulse\\n - heading \\\"Collapse file tree\\\" [ref=e29] [level=2]:\\n - button \\\"Collapse file tree\\\" [ref=e30] [expanded]\\n - heading \\\"Files\\\" [ref=e31] [level=2]\\n - button \\\"main branch\\\" [ref=e32]: main\\n - button \\\"Search this repository (forward slash)\\\" [ref=e33]\\n - combobox \\\"Go to file\\\" [ref=e34]\\n - navigation \\\"File Tree Navigation\\\" [ref=e35]:\\n - tree \\\"Files\\\":\\n - treeitem \\\".claude-plugin\\\" [ref=e36] [level=1]\\n - treeitem \\\".codex-plugin\\\" [ref=e37] [level=1]\\n - treeitem \\\".codex\\\" [ref=e38] [level=1]\\n - treeitem \\\".cursor-plugin\\\" [ref=e39] [level=1]\\n - treeitem \\\".github\\\" [ref=e40] [level=1]\\n - treeitem \\\".opencode\\\" [ref=e41] [level=1]\\n - treeitem \\\"assets\\\" [ref=e42] [level=1]\\n - treeitem \\\"bin\\\" [ref=e43] [expanded] [level=1]:\\n - text: bin\\n - group \\\"bin\\\":\\n - treeitem \\\"superpowers-zh.js\\\" [ref=e44] [level=2]\\n - treeitem \\\"docs\\\" [ref=e45] [level=1]\\n - treeitem \\\"hooks\\\" [ref=e46] [level=1]\\n - treeitem \\\"scripts\\\" [ref=e47] [level=1]\\n - treeitem \\\"skills\\\" [ref=e48] [level=1]\\n - treeitem \\\"tests\\\" [ref=e49] [level=1]\\n - treeitem \\\".gitattributes\\\" [ref=e50] [level=1]\\n - treeitem \\\".gitignore\\\" [ref=e51] [level=1]\\n - treeitem \\\".version-bump.json\\\" [ref=e52] [level=1]\\n - treeitem \\\"AGENTS.md\\\" [ref=e53] [level=1]\\n - treeitem \\\"CLAUDE.md\\\" [ref=e54] [level=1]\\n - treeitem \\\"CODE_OF_CONDUCT.md\\\" [ref=e55] [level=1]\\n - treeitem \\\"GEMINI.md\\\" [ref=e56] [level=1]\\n - treeitem \\\"LICENSE\\\" [ref=e57] [level=1]\\n - treeitem \\\"README.md\\\" [ref=e58] [level=1]\\n - treeitem \\\"RELEASE-NOTES.md\\\" [ref=e59] [level=1]\\n - treeitem \\\"RELEASE-NOTES.zh.md\\\" [ref=e60] [level=1]\\n - treeitem \\\"gemini-extension.json\\\" [ref=e61] [level=1]\\n - treeitem \\\"package.json\\\" [ref=e62] [level=1]\\n - slider \\\"Draggable pane splitter\\\" [ref=e63]\\n - navigation \\\"Breadcrumbs\\\" [ref=e64]:\\n - heading \\\"Breadcrumbs\\\" [ref=e65] [level=2]\\n - listitem:\\n - link \\\"superpowers-zh\\\" [ref=e66] [nth=1]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main\\n - heading \\\"bin\\\" [ref=e67] [level=1]\\n - button \\\"Copy path\\\" [ref=e68]\\n - heading \\\"Directory actions\\\" [ref=e69] [level=2]\\n - heading \\\"More options\\\" [ref=e70] [level=2]\\n - button \\\"More options\\\" [ref=e71]\\n - heading \\\"Latest commit\\\" [ref=e72] [level=2]\\n - link \\\"jnMetaCode\\\" [ref=e73] [nth=1]:\\n - /url: /jnMetaCode\\n - link \\\"commits by jnMetaCode\\\" [ref=e74]:\\n - /url: /jnMetaCode/superpowers-zh/commits?author=jnMetaCode\\n - text: jnMetaCode\\n - /url: /jnMetaCode/superpowers-zh/commit/a9e02b501ed7f878fa0f208de7e99286990e3842\\n - link \\\"#22\\\" [ref=e75]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/22\\n - link \\\")\\\" [ref=e76]:\\n - /url: /jnMetaCode/superpowers-zh/commit/a9e02b501ed7f878fa0f208de7e99286990e3842\\n - button \\\"Open commit details\\\" [ref=e77]\\n - button \\\"success\\\" [ref=e78]\\n - link \\\"Commit a9e02b5\\\" [ref=e79]:\\n - /url: /jnMetaCode/superpowers-zh/commit/a9e02b501ed7f878fa0f208de7e99286990e3842\\n - text: a9e02b5\\n - text: · May 10, 20263 days ago\\n - heading \\\"History\\\" [ref=e80] [level=2]\\n - link \\\"History\\\" [ref=e81]:\\n - /url: /jnMetaCode/superpowers-zh/commits/main/bin\\n - heading \\\"Folders and files\\\" [ref=e82] [level=2]\\n - table \\\"Folders and files\\\":\\n - row \\\"Name Last commit message Last commit date\\\":\\n - columnheader \\\"Name\\\" [ref=e83]\\n - columnheader \\\"Last commit message\\\" [ref=e84]\\n - columnheader \\\"Last commit date\\\" [ref=e85]\\n - row \\\"parent directory Parent directory\\\":\\n - cell \\\"parent directory Parent directory\\\" [ref=e86]:\\n - heading \\\"parent directory\\\" [ref=e87] [level=3]\\n - link \\\"Parent directory\\\" [ref=e88]:\\n - /url: /jnMetaCode/superpowers-zh/tree/main\\n - text: ..\\n - 'row \\\"superpowers-zh.js, (File) chore: 跟上游 v5.1.0 对齐 (#22) May 10, 20263 days ago\\\"':\\n - cell \\\"superpowers-zh.js, (File)\\\" [ref=e89]:\\n - link \\\"superpowers-zh.js, (File)\\\" [ref=e90]:\\n - /url: /jnMetaCode/superpowers-zh/blob/main/bin/superpowers-zh.js\\n - text: superpowers-zh.js\\n - 'cell \\\"chore: 跟上游 v5.1.0 对齐 (#22)\\\"':\\n - /url: /jnMetaCode/superpowers-zh/commit/a9e02b501ed7f878fa0f208de7e99286990e3842\\n - link \\\"#22\\\" [ref=e91] [nth=1]:\\n - /url: https://github.com/jnMetaCode/superpowers-zh/pull/22\\n - link \\\")\\\" [ref=e92] [nth=1]:\\n - /url: /jnMetaCode/superpowers-zh/commit/a9e02b501ed7f878fa0f208de7e99286990e3842\\n - cell \\\"May 10, 20263 days ago\\\" [ref=e93]\", \"element_count\": 93}", "tool_call_id": "call_function_olzlxagpi0mp_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_zg3a6d4qtggd_1", "call_id": "call_function_zg3a6d4qtggd_1", "response_item_id": "fc_function_zg3a6d4qtggd_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://raw.githubusercontent.com/jnMetaCode/superpowers-zh/main/README.md\"}" } } ], "reasoning": "I see the bin directory has a `superpowers-zh.js` file. Let me check the README more carefully for installation instructions. Let me look at the raw README to see the full installation guide.", "reasoning_details": [ { "signature": "a47844dbe616d8fbfc970582cafa9a863e706e3d96fac4d1897a6660e14d326b", "thinking": "I see the bin directory has a `superpowers-zh.js` file. Let me check the README more carefully for installation instructions. Let me look at the raw README to see the full installation guide.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://raw.githubusercontent.com/jnMetaCode/superpowers-zh/main/README.md\", \"title\": \"\", \"snapshot\": \"Empty page\", \"element_count\": 0}", "tool_call_id": "call_function_zg3a6d4qtggd_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_36ze4j8qnc44_1", "call_id": "call_function_36ze4j8qnc44_1", "response_item_id": "fc_function_36ze4j8qnc44_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"curl -s https://raw.githubusercontent.com/jnMetaCode/superpowers-zh/main/README.md 2>&1 | head -200\"}" } } ], "reasoning": "Let me try a different approach - download the README via terminal.", "reasoning_details": [ { "signature": "4300169ebbb1dc3f410d092b39d8a052acb092f4d7792fa6e0fc508a93d95d4c", "thinking": "Let me try a different approach - download the README via terminal.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"# superpowers-zh（AI 编程超能力 · 中文增强版）\\n\\n🌐 **简体中文** | [English (upstream)](https://github.com/obra/superpowers)\\n\\n> 🦸 **superpowers（159k+ ⭐）完整汉化 + 4 个中国原创 skills** — 让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 **17 款 AI 编程工具**真正会干活。从头脑风暴到代码审查，从 TDD 到调试，每个 skill 都是经过实战验证的工作方法论。\\n\\nChinese community edition of [superpowers](https://github.com/obra/superpowers) — 20 skills across 16 AI coding tools, including full translations and China-specific development skills.\\n\\n\\n\\n\\n
\\n\\n**没装 superpowers-zh：**\\n```\\n你：给用户模块加个批量导出功能\\nAI：好的，我来实现...（直接开始写代码）\\n export async function exportUsers() { ... }\\n你：等等，格式不对，没分页，大数据量会 OOM...\\n```\\n\\n\\n\\n**装了 superpowers-zh：**\\n```\\n你：给用户模块加个批量导出功能\\nAI：在开始实现之前，我需要了解几个关键问题：\\n 1. 导出格式是 CSV 还是 Excel？\\n 2. 预计数据量多大？需要异步处理吗？\\n 3. 有权限要求吗？\\n → 给出 2-3 个方案，确认后再动手\\n```\\n\\n
\\n\\n[![GitHub stars](https://img.shields.io/github/stars/jnMetaCode/superpowers-zh?style=social)](https://github.com/jnMetaCode/superpowers-zh)\\n[![npm version](https://img.shields.io/npm/v/superpowers-zh)](https://www.npmjs.com/package/superpowers-zh)\\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://makeapullrequest.com)\\n\\n\\n### 📊 项目规模\\n\\n| 📦 翻译 Skills | 🇨🇳 中国特色 Skills | 🤖 支持工具 |\\n|:---:|:---:|:---:|\\n| **14** | **6** | **Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Codex / Aider / Trae / VS Code (Copilot) / DeerFlow / OpenCode / OpenClaw / Qwen Code / Antigravity / Claw Code** |\\n\\n---\\n\\n## 这是什么？\\n\\n[superpowers](https://github.com/obra/superpowers) 是目前最火的 AI 编程 skills 框架（159k+ stars），为 AI 编程工具提供**系统化的工作方法论**。\\n\\n**superpowers-zh** 在完整翻译的基础上，新增了面向中国开发者的特色 skills。\\n\\n### 🆚 与英文上游的区别（老被问，一次说清）\\n\\n| 维度 | superpowers（英文上游） | superpowers-zh（中文增强版） |\\n|------|----------------------|---------------------------|\\n| ⭐ Star 数 | 159k+ | — |\\n| 📦 Skills 总数 | 14 | **20**（14 翻译 + 4 国产原创 + 2 上游历史保留） |\\n| 🌐 语言 | 英文 | 中文（技术术语保留英文） |\\n| 🤖 **支持工具** | **6 款**：Claude Code / Cursor / Codex / OpenCode / Copilot CLI / Gemini CLI | **17 款**：上述 6 款 + Hermes Agent / Trae / Kiro / Qwen Code（通义灵码）/ OpenClaw / Claw Code / Antigravity / DeerFlow / VS Code / Windsurf / Aider |\\n| ⚡ **安装方式** | 按工具分别装（每款一条不同的 plugin marketplace 命令） | **`npx superpowers-zh` 一条命令自动识别项目里的工具并安装**；识别不出可 `--tool ` 显式指定 |\\n| 🇨🇳 Git 平台 | GitHub 为主 | GitHub + Gitee + Coding + 极狐 GitLab + **CNB（腾讯云原生构建）** |\\n| 🇨🇳 CI/CD 示例 | GitHub Actions | GitHub Actions + Gitee Go + Coding CI + 极狐 CI + `.cnb.yml` |\\n| 🇨🇳 代码审查风格 | 西方直接风格 | 适配国内团队沟通文化 |\\n| 🇨🇳 Git 提交规范 | 无 | Conventional Commits 中文适配 |\\n| 🇨🇳 中文文档规范 | 无 | 中文排版 + 中英混排规则 + 告别机翻味 |\\n| ➕ MCP 服务器构建 | 无 | 独立 `mcp-builder` skill |\\n| ➕ 工作流执行器 | 无 | 独立 `workflow-runner` skill（多角色 YAML 编排） |\\n| 🔄 版本跟进 | 独立迭代 | **同步上游 + 国产增量叠加** |\\n| 🤝 接受新 skill PR | 一般不接受（原文：*\\\"we don't generally accept contributions of new skills\\\"*） | 欢迎 PR（中国开发者痛点优先） |\\n| 💬 社区 | Discord | 微信公众号「AI不止语」+ 微信群 + QQ 群 |\\n| 📜 License | MIT | MIT |\\n\\n**一句话总结：** 英文上游 = 方法论内核；中文增强版 = 方法论内核 **+** 17 款工具一键适配 **+** 国内 Git/CI 生态 **+** 中文化表达习惯。\\n\\n### 🤖 支持 17 款主流 AI 编程工具\\n\\n| 工具 | 类型 | 一键安装 | 手动安装 |\\n|------|------|:---:|:---:|\\n| [Claude Code](https://claude.ai/code) | CLI | `npx superpowers-zh` | `.claude/skills/` |\\n| [Copilot CLI](https://githubnext.com/projects/copilot-cli) | CLI | `npx superpowers-zh --tool copilot` | `.claude/skills/` |\\n| [Hermes Agent](https://github.com/NousResearch/hermes-agent) | CLI | `npx superpowers-zh --tool hermes` | `.hermes/skills/` |\\n| [Cursor](https://cursor.sh) | IDE | `npx superpowers-zh` | `.cursor/skills/` |\\n| [Windsurf](https://codeium.com/windsurf) | IDE | `npx superpowers-zh` | `.windsurf/skills/` |\\n| [Kiro](https://kiro.dev) | IDE | `npx superpowers-zh` | `.kiro/steering/` |\\n| [Gemini CLI](https://github.com/google-gemini/gemini-cli) | CLI | `npx superpowers-zh` | `.gemini/skills/` |\\n| [Codex CLI](https://github.com/openai/codex) | CLI | `npx superpowers-zh` | `.codex/skills/` |\\n| [Aider](https://aider.chat) | CLI | `npx superpowers-zh` | `.aider/skills/` |\\n| [Trae](https://trae.ai) | IDE | `npx superpowers-zh` | `.trae/skills/` + `.trae/rules/` |\\n| [VS Code](https://code.visualstudio.com) (Copilot) | IDE 插件 | `npx superpowers-zh` | `.github/superpowers/` |\\n| [DeerFlow 2.0](https://github.com/bytedance/deer-flow) | Agent 框架 | `npx superpowers-zh` | `skills/custom/` |\\n| [OpenCode](https://opencode.ai) | CLI | `npx superpowers-zh` | `.opencode/skills/` |\\n| [OpenClaw](https://github.com/anthropics/openclaw) | CLI | `npx superpowers-zh` | `skills/` |\\n| [Qwen Code](https://tongyi.aliyun.com/lingma) (通义灵码) | IDE 插件 | `npx superpowers-zh` | `.qwen/skills/` |\\n| [Antigravity](https://github.com/anthropics/antigravity) | CLI | `npx superpowers-zh` | `.antigravity/skills/` |\\n| [Claw Code](https://github.com/ultraworkers/claw-code) | CLI (Rust) | `npx superpowers-zh` | `.claw/skills/` |\\n\\n> 运行 `npx superpowers-zh` 会自动检测你项目中使用的工具，将 20 个 skills 安装到正确位置。\\n\\n### 翻译的 Skills（14 个）\\n\\n| Skill | 用途 |\\n|-------|------|\\n| **头脑风暴** (brainstorming) | 需求分析 → 设计规格，不写代码先想清楚 |\\n| **编写计划** (writing-plans) | 把规格拆成可执行的实施步骤 |\\n| **执行计划** (executing-plans) | 按计划逐步实施，每步验证 |\\n| **测试驱动开发** (test-driven-development) | 严格 TDD：先写测试，再写代码 |\\n| **系统化调试** (systematic-debugging) | 四阶段调试法：定位→分析→假设→修复 |\\n| **请求代码审查** (requesting-code-review) | 派遣审查 agent 检查代码质量 |\\n| **接收代码审查** (receiving-code-review) | 技术严谨地处理审查反馈，拒绝敷衍 |\\n| **完成前验证** (verification-before-completion) | 证据先行——声称完成前必须跑验证 |\\n| **派遣并行 Agent** (dispatching-parallel-agents) | 多任务并发执行 |\\n| **子 Agent 驱动开发** (subagent-driven-development) | 每个任务一个 agent，两轮审查 |\\n| **Git Worktree 使用** (using-git-worktrees) | 隔离式特性开发 |\\n| **完成开发分支** (finishing-a-development-branch) | 合并/PR/保留/丢弃四选一 |\\n| **编写 Skills** (writing-skills) | 创建新 skill 的方法论 |\\n| **使用 Superpowers** (using-superpowers) | 元技能：如何调用和优先使用 skills |\\n\\n### 🇨🇳 中国特色 Skills（6 个）\\n\\n> ⚠️ **下表前 4 个 chinese-\\\\* 为「手动调用」skill**——不会自动触发，需在对话中显式输入 `/chinese-xxx` 才会加载。\\n> 设计为参考资料而非工作流，避免污染上游 skill 的自动调度（如 `requesting-code-review`、`brainstorming` 等）。\\n\\n| Skill | 用途 | 调用方式 | 上游有吗？ |\\n|-------|------|---------|:---:|\\n| **中文代码审查** (chinese-code-review) | 符合国内团队文化的代码审查规范 | `/chinese-code-review`（手动） | 无 |\\n| **中文 Git 工作流** (chinese-git-workflow) | 适配 Gitee/Coding/极狐 GitLab/CNB | `/chinese-git-workflow`（手动） | 无 |\\n| **中文技术文档** (chinese-documentation) | 中文排版规范、中英混排、告别机翻味 | `/chinese-documentation`（手动） | 无 |\\n| **中文提交规范** (chinese-commit-conventions) | 适配国内团队的 commit message 规范 | `/chinese-commit-conventions`（手动） | 无 |\\n| **MCP 服务器构建** (mcp-builder) | 构建生产级 MCP 工具，扩展 AI 能力边界 | 自动 | 无 |\\n| **工作流执行器** (workflow-runner) | 在 AI 工具内运行多角色 YAML 工作流 | 自动 | 无 |\\n\\n---\\n\\n## 快速开始\\n\\n### 方式一：npm 安装（推荐）\\n\\n```bash\\ncd /your/project\\nnpx superpowers-zh\\n```\\n\\n> ⚠️ **不要在主目录（`~`）下跑**。v1.2.1 起会拒绝并提示，老版本会把 skills 和 `CLAUDE.md` 等 bootstrap 文件写到你的 home 目录，污染所有项目。如已误装见下文「卸载 / 误装清理」。\\n\\n### 方式二：手动安装（low-fidelity，仅作备选）\\n\\n> ⚠️ **手动 `cp -r skills` 是低保版安装，不等同于完整 plugin。**\\n>\\n> superpowers-zh 是一个完整 plugin，包含：`skills/`（20 个能力）+ `hooks/`（SessionStart 钩子，让 skill 在合适时机自动触发）+ `CLAUDE.md` / `GEMINI.md` 等 bootstrap 引导文件 + 4 套 plugin manifest（Claude Code / Cursor / Codex / Marketplace）。\\n>\\n> **下面的 `cp -r skills` 命令只复制 skills 目录**，不会自动配置 hooks、不会生成 bootstrap 引导。结果：skills 物理上存在，但 AI 不会在合适时机自动调用，需要你每次手动喊 \\\"use brainstorming skill\\\" 之类。\\n>\\n> **强烈推荐用方式一 `npx superpowers-zh`** —— 它会一键处理 skills 复制 + bootstrap 生成 + hooks 配置 + 工具特定适配。仅在 npx 不可用（极端无网络环境）时才退到手动。\\n\\n```bash\\n# 克隆仓库\\ngit clone https://github.com/jnMetaCode/superpowers-zh.git\\n\\n# 复制 skills 到你的项目（选择你使用的工具）\\ncp -r superpowers-zh/skills /your/project/.claude/skills # Claude Code / Copilot CLI\\ncp -r superpowers-zh/skills /your/project/.hermes/skills # Hermes Agent\\ncp -r superpowers-zh/skills /your/project/.cursor/skills # Cursor\\ncp -r superpowers-zh/skills /your/project/.codex/skills # Codex CLI\\ncp -r superpowers-zh/skills /your/project/.kiro/steering # Kiro\\ncp -r superpowers-zh/skills /your/project/skills/custom # DeerFlow 2.0\\ncp -r superpowers-zh/skills /your/project/.trae/rules # Trae\\ncp -r superpowers-zh/skills /your/project/.antigravity # Antigravity\\ncp -r superpowers-zh/skills /your/project/.github/superpowers # VS Code (Copilot)\\ncp -r superpowers-zh/skills /your/project/skills # OpenClaw\\ncp -r superpowers-zh/skills /your/project/.windsurf/skills # Windsurf\\ncp -r superpowers-zh/skills /your/project/.gemini/skills # Gemini CLI\\ncp -r superpowers-zh/skills /your/project/.aider/skills # Aider\\ncp -r superpowers-zh/skills /your/project/.opencode/skills # OpenCode\\ncp -r superpowers-zh/skills /your/project/.qwen/skills # Qwen Code\\ncp -r superpowers-zh/skills /your/project/.claw/skills # Claw Code（Rust 版）\\n```\\n\\n### 方式三：在配置文件中引用\\n\\n根据你使用的工具，在对应配置文件中引用 skills：\\n\\n| 工具 | 配置文件 | 说明 |\\n|------|---------|------|\\n| Claude Code | `CLAUDE.md` | 项目根目录 |\\n| Copilot CLI | `CLAUDE.md` | 与 Claude Code 共用插件格式 |\\n| Hermes Agent | `HERMES.md` 或 `.hermes.md` | 项目根目录，安装时自动生成 |\\n| Kiro | `.kiro/steering/*.md` | 支持 always/globs/手动三种模式 |\\n| DeerFlow 2.0 | `skills/custom/*/SKILL.md` | 字节跳动开源 SuperAgent，自动发现自定义 skills |\\n| Trae | `.trae/rules/project_rules.md` | 项目级规则 |\\n| Antigravity | `GEMINI.md` 或 `AGENTS.md` | 项目根目录 |\\n| VS Code | `.github/copilot-instructions.md` | Copilot 自定义指令 |\\n| Cursor | `.cursor/rules/*.md` | 项目级规则目录 |\\n| OpenClaw | `skills/*/SKILL.md` | 工作区级 skills 目录，自动发现 |\\n| Windsurf | `.windsurf/skills/*/SKILL.md` | 项目级 skills 目录 |\\n| Gemini CLI | `.gemini/skills/*/SKILL.md` | 项目级 skills 目录 |\\n| Aider | `.aider/skills/*/SKILL.md` | 项目级 skills 目录 |\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_36ze4j8qnc44_1" }, { "role": "assistant", "content": "安装方式明确，亮为主公执行安装：", "tool_calls": [ { "id": "call_function_qb6srztfx6uv_1", "call_id": "call_function_qb6srztfx6uv_1", "response_item_id": "fc_function_qb6srztfx6uv_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"cd ~/.hermes && npx superpowers-zh --tool hermes 2>&1\", \"timeout\": 120}" } } ], "reasoning": "Now I understand the installation. For Hermes Agent, the skill gets installed to `~/.hermes/skills/`. Let me run the install command.", "reasoning_details": [ { "signature": "bdbd8e3bd0b4301ff1f1d37bc00026c8644d4d936f935b6b095d07688e6cbf87", "thinking": "Now I understand the installation. For Hermes Agent, the skill gets installed to `~/.hermes/skills/`. Let me run the install command.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"npm warn exec The following package was not found and will be installed: superpowers-zh@1.3.0\\n\\n superpowers-zh v1.3.0 — AI 编程超能力中文版\\n\\n 源: 20 个 skills\\n 目标项目: /root/.hermes\\n\\n ✅ Hermes Agent: 20 个 skills -> /root/.hermes/.hermes/skills\\n ✅ Hermes Agent: bootstrap -> /root/.hermes/HERMES.md\\n\\n 安装完成！重启你的 AI 编程工具即可生效。\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_qb6srztfx6uv_1" }, { "role": "assistant", "content": "", "tool_calls": [ { "id": "call_function_zf0oizskuthj_1", "call_id": "call_function_zf0oizskuthj_1", "response_item_id": "fc_function_zf0oizskuthj_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"ls ~/.hermes/.hermes/skills/ 2>/dev/null && echo \\\"---\\\" && ls ~/.hermes/HERMES.md 2>/dev/null\"}" } } ], "reasoning": "The installation was successful. Let me verify what was installed.", "reasoning_details": [ { "signature": "145b594a476b10518ecf153b3fac3e10ec3a93d2f0f6f1564f144e18e0290e8b", "thinking": "The installation was successful. Let me verify what was installed.", "type": "thinking" } ] }, { "role": "tool", "content": "{\"output\": \"brainstorming\\nchinese-code-review\\nchinese-commit-conventions\\nchinese-documentation\\nchinese-git-workflow\\ndispatching-parallel-agents\\nexecuting-plans\\nfinishing-a-development-branch\\nmcp-builder\\nreceiving-code-review\\nrequesting-code-review\\nsubagent-driven-development\\nsystematic-debugging\\ntest-driven-development\\nusing-git-worktrees\\nusing-superpowers\\nverification-before-completion\\nworkflow-runner\\nwriting-plans\\nwriting-skills\\n---\\n/root/.hermes/HERMES.md\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_zf0oizskuthj_1" }, { "role": "assistant", "content": "**superpowers-zh 安装完成 ✓**\n\n| 项目 | 状态 |\n|------|------|\n| 安装路径 | `~/.hermes/.hermes/skills/` |\n| Skills 数量 | **20 个**（14 翻译 + 6 中国原创） |\n| Bootstrap | `~/.hermes/HERMES.md` 已生成 |\n\n**已安装 Skills 一览：**\n\n| 分类 | Skills |\n|------|--------|\n| 🔄 上游翻译（14） | brainstorming、writing-plans、executing-plans、test-driven-development、systematic-debugging、requesting-code-review、receiving-code-review、verification-before-completion、dispatching-parallel-agents、subagent-driven-development、using-git-worktrees、finishing-a-development-branch、writing-skills、using-superpowers |\n| 🇨🇳 中国原创（6） | chinese-code-review、chinese-git-workflow、chinese-documentation、chinese-commit-conventions、mcp-builder、workflow-runner |\n\n重启 Hermes Agent 即可生效。主公可试着命亮用 `/brainstorming` 或 `/chinese-code-review` 等指令调用相关技能。", "reasoning": "Installed successfully. All 20 skills are installed in the right place. Let me report back.", "reasoning_details": [ { "signature": "35ce0113170faa21ba57704bc4a64e2656c7f5100f20e9953e660e0d0da53a08", "thinking": "Installed successfully. All 20 skills are installed in the right place. Let me report back.", "type": "thinking" } ] }, { "role": "user", "content": "总结：https://mp.weixin.qq.com/s/ucL42UNbZz94wMoXVQsdpw" }, { "role": "assistant", "content": "", "reasoning": "The user wants a summary of a WeChat public account article. Let me navigate to the URL and read the content.", "finish_reason": "tool_calls", "reasoning_details": [ { "signature": "047f00bfdaf14beafb52e7f52437c421886222bdee569f6268610f0db862c474", "thinking": "The user wants a summary of a WeChat public account article. Let me navigate to the URL and read the content.", "type": "thinking" } ], "tool_calls": [ { "id": "call_function_fazxcd9lbwot_1", "call_id": "call_function_fazxcd9lbwot_1", "response_item_id": "fc_function_fazxcd9lbwot_1", "type": "function", "function": { "name": "browser_navigate", "arguments": "{\"url\": \"https://mp.weixin.qq.com/s/ucL42UNbZz94wMoXVQsdpw\"}" } } ] }, { "role": "tool", "content": "{\"success\": true, \"url\": \"https://mp.weixin.qq.com/mp/wappoc_appmsgcaptcha?poc_token=HP8wBWqj8d394w-PL4isaO2oY99Igj9tcR-9IXm5&target_url=https%3A%2F%2Fmp.weixin.qq.com%2Fs%2FucL42UNbZz94wMoXVQsdpw\", \"title\": \"\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \" - heading \\\"环境异常\\\" [ref=e1] [level=2]\\n - paragraph: 当前环境异常，完成验证后即可继续访问。\\n - paragraph: 去验证\", \"element_count\": 1}", "tool_call_id": "call_function_fazxcd9lbwot_1" }, { "role": "assistant", "content": "", "reasoning": "WeChat article is blocked by verification. Let me try to use a cached version or search for the article content.", "finish_reason": "tool_calls", "reasoning_details": [ { "signature": "045dedafe1aebb6d262c5efea1ba96c823647c450fd7337091535a4ba7a5e41f", "thinking": "WeChat article is blocked by verification. Let me try to use a cached version or search for the article content.", "type": "thinking" } ], "tool_calls": [ { "id": "call_function_052lap5ezjd0_1", "call_id": "call_function_052lap5ezjd0_1", "response_item_id": "fc_function_052lap5ezjd0_1", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\": \"curl -s \\\"https://mp.weixin.qq.com/s/ucL42UNbZz94wMoXVQsdpw\\\" -A \\\"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36\\\" 2>&1 | head -100\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"\\n\\n \\n \\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n \\n\\n\\n