{
  "session_id": "20260502_083628_05c3ad",
  "model": "mimo-v2.5-pro",
  "base_url": "https://api.xiaomimimo.com/v1",
  "platform": "weixin",
  "session_start": "2026-05-02T08:36:28.876493",
  "last_updated": "2026-05-02T08:37:14.032412",
  "system_prompt": "You are Hermes Agent, an intelligent AI assistant created by Nous Research. You are helpful, knowledgeable, and direct. You assist users with a wide range of tasks including answering questions, writing and editing code, analyzing information, creative work, and executing actions via your tools. You communicate clearly, admit uncertainty when appropriate, and prioritize being genuinely useful over being verbose unless otherwise directed below. Be targeted and efficient in your exploration and investigations.\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\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.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\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<available_skills>\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 to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + specialist-roster conventions + ...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\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 codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\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  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API via curl: pages, databases, blocks, search.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nConversation started: Saturday, May 02, 2026 08:36 AM\nModel: mimo-v2.5-pro\nProvider: xiaomi\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": "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": "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.\n\nPinned skills are off-limits — all write actions refuse with a message pointing the user to `hermes curator unpin <name>`. Don't try to route around this by renaming or recreating.",
        "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). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "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"
            }
          }
        }
      }
    }
  ],
  "message_count": 49,
  "messages": [
    {
      "role": "user",
      "content": "你好"
    },
    {
      "role": "assistant",
      "content": "你好！我是 Hermes，Nous Research 的 AI 助手。有什么我可以帮你的，随时告诉我。输入 `/help` 可以查看可用命令。",
      "reasoning": "The user said \"你好\" (Hello in Chinese). This is their first message ever according to the system note. I need to briefly introduce myself and mention /help."
    },
    {
      "role": "user",
      "content": "在当前环境装下docker"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The user wants to install Docker in the current environment.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The user wants to install Docker in the current environment.",
      "tool_calls": [
        {
          "id": "call_e8086df1a0a3475ab5ff61aa",
          "call_id": "call_e8086df1a0a3475ab5ff61aa",
          "response_item_id": "fc_e8086df1a0a3475ab5ff61aa",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"cat /etc/os-release 2>/dev/null | head -5 && echo \\\"---\\\" && which docker 2>/dev/null || echo \\\"docker not found\\\"\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"PRETTY_NAME=\\\"Ubuntu 24.04.3 LTS\\\"\\nNAME=\\\"Ubuntu\\\"\\nVERSION_ID=\\\"24.04\\\"\\nVERSION=\\\"24.04.3 LTS (Noble Numbat)\\\"\\nVERSION_CODENAME=noble\\n---\\ndocker not found\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_e8086df1a0a3475ab5ff61aa"
    },
    {
      "role": "assistant",
      "content": "Ubuntu 24.04 环境，Docker 尚未安装。开始安装：",
      "reasoning": "Ubuntu 24.04, Docker not installed. Let me install Docker using the official method.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Ubuntu 24.04, Docker not installed. Let me install Docker using the official method.",
      "tool_calls": [
        {
          "id": "call_c03b94fcb43c47e69ad731e9",
          "call_id": "call_c03b94fcb43c47e69ad731e9",
          "response_item_id": "fc_c03b94fcb43c47e69ad731e9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"sudo apt-get update -y && sudo apt-get install -y ca-certificates curl gnupg && sudo install -m 0755 -d /etc/apt/keyrings && curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg && sudo chmod a+r /etc/apt/keyrings/docker.gpg && echo \\\"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu noble stable\\\" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null && sudo apt-get update -y && sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin\", \"timeout\": 300}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"sudo: a terminal is required to read the password; either use the -S option to read from standard input or configure an askpass helper\\nsudo: a password is required\", \"exit_code\": 1, \"error\": null, \"approval\": \"Command required approval (overwrite system file via tee) and was approved by the user.\"}",
      "tool_call_id": "call_c03b94fcb43c47e69ad731e9"
    },
    {
      "role": "assistant",
      "content": "需要 sudo 权限但当前用户需要密码。让我换个方式试试：",
      "reasoning": "sudo needs a password. Let me check if there's a way to run without sudo, or if we can use a different approach.",
      "finish_reason": "tool_calls",
      "reasoning_content": "sudo needs a password. Let me check if there's a way to run without sudo, or if we can use a different approach.",
      "tool_calls": [
        {
          "id": "call_86bd546694c441c6919264de",
          "call_id": "call_86bd546694c441c6919264de",
          "response_item_id": "fc_86bd546694c441c6919264de",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"sudo -n true 2>&1 || echo \\\"NEED_SUDO_PASS\\\"\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"sudo: a password is required\\nNEED_SUDO_PASS\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_86bd546694c441c6919264de"
    },
    {
      "role": "assistant",
      "content": "当前用户没有免密 sudo 权限。有两个方案：\n\n1. **提供 sudo 密码** — 我可以继续用标准方式安装\n2. **Rootless Docker** — 不需要 root 权限，用户空间运行",
      "reasoning": "sudo requires a password and we don't have it. Let me try installing Docker using the rootless method or using a script that doesn't require sudo, or ask the user for their password.\n\nActually, let me check if we're running as a regular user and if there's a way around this. Maybe I should try installing via the convenience script which might handle things differently, or use rootless docker.\n\nLet me try the Docker rootless install or check if we can run the install script differently.",
      "finish_reason": "tool_calls",
      "reasoning_content": "sudo requires a password and we don't have it. Let me try installing Docker using the rootless method or using a script that doesn't require sudo, or ask the user for their password.\n\nActually, let me check if we're running as a regular user and if there's a way around this. Maybe I should try installing via the convenience script which might handle things differently, or use rootless docker.\n\nLet me try the Docker rootless install or check if we can run the install script differently.",
      "tool_calls": [
        {
          "id": "call_6f2b918908244ad5bcf1307d",
          "call_id": "call_6f2b918908244ad5bcf1307d",
          "response_item_id": "fc_6f2b918908244ad5bcf1307d",
          "type": "function",
          "function": {
            "name": "clarify",
            "arguments": "{\"question\": \"sudo 需要密码，你想怎么处理？\", \"choices\": [\"提供 sudo 密码，用标准方式安装\", \"安装 Rootless Docker（不需要 root）\", \"我自己先配好 sudo 免密，再继续\"]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"error\": \"Clarify tool is not available in this execution context.\"}",
      "tool_call_id": "call_6f2b918908244ad5bcf1307d"
    },
    {
      "role": "assistant",
      "content": "没有 sudo 权限，我尝试用 Rootless 模式安装 Docker：",
      "reasoning": "Clarify tool is not available. Let me try installing rootless Docker since we don't have sudo access, or try another approach.\n\nActually, let me try using `echo password | sudo -S` but I don't know the password. Let me just try rootless docker installation.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Clarify tool is not available. Let me try installing rootless Docker since we don't have sudo access, or try another approach.\n\nActually, let me try using `echo password | sudo -S` but I don't know the password. Let me just try rootless docker installation.",
      "tool_calls": [
        {
          "id": "call_26faf8b06bc945f7b6f49f07",
          "call_id": "call_26faf8b06bc945f7b6f49f07",
          "response_item_id": "fc_26faf8b06bc945f7b6f49f07",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"# Check prerequisites for rootless docker\\nid && echo \\\"---\\\" && cat /etc/subuid 2>/dev/null | grep $(whoami) && echo \\\"---\\\" && cat /etc/subgid 2>/dev/null | grep $(whoami)\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"uid=1000(longshao) gid=1000(longshao) groups=1000(longshao),4(adm),24(cdrom),27(sudo),30(dip),46(plugdev),101(lxd)\\n---\\nlongshao:100000:65536\\n---\\nlongshao:100000:65536\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_26faf8b06bc945f7b6f49f07"
    },
    {
      "role": "user",
      "content": "[System note: Your previous turn was interrupted before you could process the last tool result(s). The conversation history contains tool outputs you haven't responded to yet. Please finish processing those results and summarize what was accomplished, then address the user's new message below.]\n\n密码是www"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The user provided their sudo password: www",
      "finish_reason": "tool_calls",
      "reasoning_content": "The user provided their sudo password: www",
      "tool_calls": [
        {
          "id": "call_4e0430da2f4843f4927a4516",
          "call_id": "call_4e0430da2f4843f4927a4516",
          "response_item_id": "fc_4e0430da2f4843f4927a4516",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S apt-get update -y 2>&1 | tail -3 && echo 'www' | sudo -S apt-get install -y ca-certificates curl gnupg 2>&1 | tail -5 && echo 'www' | sudo -S install -m 0755 -d /etc/apt/keyrings && curl -fsSL https://download.docker.com/linux/ubuntu/gpg | echo 'www' | sudo -S gpg --dearmor -o /etc/apt/keyrings/docker.gpg && echo 'www' | sudo -S chmod a+r /etc/apt/keyrings/docker.gpg && echo \\\"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu noble stable\\\" | echo 'www' | sudo -S tee /etc/apt/sources.list.d/docker.list > /dev/null && echo 'www' | sudo -S apt-get update -y 2>&1 | tail -3 && echo 'www' | sudo -S apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin 2>&1 | tail -10\", \"timeout\": 300}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Hit:5 http://archive.ubuntu.com/ubuntu noble-backports InRelease\\nFetched 6581 B in 12s (552 B/s)\\nReading package lists...\\ncurl is already the newest version (8.5.0-2ubuntu10.8).\\ncurl set to manually installed.\\ngnupg is already the newest version (2.4.4-2ubuntu17.4).\\ngnupg set to manually installed.\\n0 upgraded, 0 newly installed, 0 to remove and 66 not upgraded.\\ngpg: no valid OpenPGP data found.\", \"exit_code\": 2, \"error\": null, \"approval\": \"Command required approval (overwrite system file via tee) and was approved by the user.\"}",
      "tool_call_id": "call_4e0430da2f4843f4927a4516"
    },
    {
      "role": "assistant",
      "content": "GPG 导入有问题，让我分步执行：",
      "reasoning": "The GPG key import failed. The issue is the pipe - `curl | echo 'www' | sudo -S gpg` doesn't work because the pipe chain is broken. Let me do this step by step.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The GPG key import failed. The issue is the pipe - `curl | echo 'www' | sudo -S gpg` doesn't work because the pipe chain is broken. Let me do this step by step.",
      "tool_calls": [
        {
          "id": "call_f8384c1e5d7148048ec2b6c2",
          "call_id": "call_f8384c1e5d7148048ec2b6c2",
          "response_item_id": "fc_f8384c1e5d7148048ec2b6c2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"# Step 1: Add Docker's GPG key\\ncurl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /tmp/docker.gpg && echo 'www' | sudo -S gpg --dearmor -o /etc/apt/keyrings/docker.gpg /tmp/docker.gpg && echo 'www' | sudo -S chmod a+r /etc/apt/keyrings/docker.gpg && echo \\\"GPG key done\\\"\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: gpg: cannot open '/dev/tty': No such device or address\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_f8384c1e5d7148048ec2b6c2"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The gpg command is trying to open /dev/tty. Let me use a different approach - use `--batch` flag or use the `apt-key` approach, or use the `signed-by` approach with a workaround.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The gpg command is trying to open /dev/tty. Let me use a different approach - use `--batch` flag or use the `apt-key` approach, or use the `signed-by` approach with a workaround.",
      "tool_calls": [
        {
          "id": "call_d4ca3365d03044a289f1c076",
          "call_id": "call_d4ca3365d03044a289f1c076",
          "response_item_id": "fc_d4ca3365d03044a289f1c076",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /tmp/docker.gpg && echo 'www' | sudo -S gpg --batch --dearmor -o /etc/apt/keyrings/docker.gpg /tmp/docker.gpg && echo 'www' | sudo -S chmod a+r /etc/apt/keyrings/docker.gpg && echo \\\"GPG key done\\\"\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: gpg: no valid OpenPGP data found.\\ngpg: dearmoring failed: File exists\", \"exit_code\": 2, \"error\": null}\n\n[Tool loop warning: same_tool_failure_warning; count=3; terminal has failed 3 times this turn. This looks like a loop; change approach before retrying.]",
      "tool_call_id": "call_d4ca3365d03044a289f1c076"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The keyrings/docker.gpg already exists from the first attempt. Let me remove it first, then try again. Also the downloaded file might be corrupt.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The keyrings/docker.gpg already exists from the first attempt. Let me remove it first, then try again. Also the downloaded file might be corrupt.",
      "tool_calls": [
        {
          "id": "call_6da734ecb7a44543b9e2b12f",
          "call_id": "call_6da734ecb7a44543b9e2b12f",
          "response_item_id": "fc_6da734ecb7a44543b9e2b12f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S rm -f /etc/apt/keyrings/docker.gpg && file /tmp/docker.gpg && head -c 100 /tmp/docker.gpg\", \"timeout\": 30}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: /tmp/docker.gpg: PGP public key block Public-Key (old)\\n-----BEGIN PGP PUBLIC KEY BLOCK-----\\n\\nmQINBFit2ioBEADhWpZ8/wvZ6hUTiXOwQHXMAlaFHcPH9hAtr4F1y2+OYdbtMu\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (delete in root path) and was approved by the user.\"}",
      "tool_call_id": "call_6da734ecb7a44543b9e2b12f"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Good, the GPG key file is valid. Now let me dearmor it properly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Good, the GPG key file is valid. Now let me dearmor it properly.",
      "tool_calls": [
        {
          "id": "call_bd1289c70eb14151af9127a8",
          "call_id": "call_bd1289c70eb14151af9127a8",
          "response_item_id": "fc_bd1289c70eb14151af9127a8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S gpg --batch --yes --dearmor -o /etc/apt/keyrings/docker.gpg /tmp/docker.gpg && echo 'www' | sudo -S chmod a+r /etc/apt/keyrings/docker.gpg && echo \\\"GPG key done\\\"\", \"timeout\": 30}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: GPG key done\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_bd1289c70eb14151af9127a8"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Good. Now add the repo and install Docker.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Good. Now add the repo and install Docker.",
      "tool_calls": [
        {
          "id": "call_0bab633bd2264f0580dc63b1",
          "call_id": "call_0bab633bd2264f0580dc63b1",
          "response_item_id": "fc_0bab633bd2264f0580dc63b1",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo \\\"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu noble stable\\\" | echo 'www' | sudo -S tee /etc/apt/sources.list.d/docker.list > /dev/null && echo 'www' | sudo -S apt-get update -y 2>&1 | tail -5\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: Hit:3 http://archive.ubuntu.com/ubuntu noble-updates InRelease\\nHit:4 http://security.ubuntu.com/ubuntu noble-security InRelease\\nHit:5 http://archive.ubuntu.com/ubuntu noble-backports InRelease\\nFetched 6581 B in 1s (5420 B/s)\\nReading package lists...\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (overwrite system file via tee) and was approved by the user.\"}",
      "tool_call_id": "call_0bab633bd2264f0580dc63b1"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Hmm, the Docker repo doesn't seem to be fetching. Let me check if the file was written correctly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Hmm, the Docker repo doesn't seem to be fetching. Let me check if the file was written correctly.",
      "tool_calls": [
        {
          "id": "call_de1a251260fe4d68b7abfd39",
          "call_id": "call_de1a251260fe4d68b7abfd39",
          "response_item_id": "fc_de1a251260fe4d68b7abfd39",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S cat /etc/apt/sources.list.d/docker.list && echo 'www' | sudo -S apt-get update -y 2>&1 | grep -i docker\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao:\", \"exit_code\": 1, \"error\": null, \"exit_code_meaning\": \"No matches found (not an error)\"}",
      "tool_call_id": "call_de1a251260fe4d68b7abfd39"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "The file is empty. The pipe with `echo password | sudo -S tee` is consuming stdin. Let me use a different approach - write to a temp file first, then copy.",
      "finish_reason": "tool_calls",
      "reasoning_content": "The file is empty. The pipe with `echo password | sudo -S tee` is consuming stdin. Let me use a different approach - write to a temp file first, then copy.",
      "tool_calls": [
        {
          "id": "call_6254c365df0642dc96ebf2b3",
          "call_id": "call_6254c365df0642dc96ebf2b3",
          "response_item_id": "fc_6254c365df0642dc96ebf2b3",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\": \"/tmp/docker.list\", \"content\": \"deb [arch=amd64 signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu noble stable\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 110, \"dirs_created\": true}",
      "tool_call_id": "call_6254c365df0642dc96ebf2b3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Good, now copy it with sudo.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Good, now copy it with sudo.",
      "tool_calls": [
        {
          "id": "call_5a2b97c10a6d4d70adb52635",
          "call_id": "call_5a2b97c10a6d4d70adb52635",
          "response_item_id": "fc_5a2b97c10a6d4d70adb52635",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S cp /tmp/docker.list /etc/apt/sources.list.d/docker.list && echo 'www' | sudo -S apt-get update -y 2>&1 | grep -i docker\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: Get:1 https://download.docker.com/linux/ubuntu noble InRelease [48.5 kB]\\nGet:2 https://download.docker.com/linux/ubuntu noble/stable amd64 Packages [52.9 kB]\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (copy/move file into /etc/) and was approved by the user.\"}",
      "tool_call_id": "call_5a2b97c10a6d4d70adb52635"
    },
    {
      "role": "assistant",
      "content": "Docker 源已添加成功，开始安装：",
      "reasoning": "Docker repo is now added and updating. Now install Docker.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Docker repo is now added and updating. Now install Docker.",
      "tool_calls": [
        {
          "id": "call_4c3d73e741bc4ca6a8716043",
          "call_id": "call_4c3d73e741bc4ca6a8716043",
          "response_item_id": "fc_4c3d73e741bc4ca6a8716043",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin 2>&1 | tail -20\", \"timeout\": 300}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"No containers need to be restarted.\\n\\nUser sessions running outdated binaries:\\n longshao @ session #2: login[1277]\\n longshao @ session #27: bash[16234], sshd[16158,16233]\\n longshao @ session #28: sshd[16160,16405]\\n longshao @ user manager service: systemd[1601]\\n\\nNo VM guests are running outdated hypervisor (qemu) binaries on this host.\\nPending kernel upgrade\\n----------------------\\n\\nNewer kernel available\\n\\nThe currently running kernel version is 6.8.0-71-generic which is not the \\nexpected kernel version 6.8.0-110-generic.\\n\\nRestarting the system to load the new kernel will not be handled automatically, \\nso you should consider rebooting.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_4c3d73e741bc4ca6a8716043"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Docker installed successfully. Let me verify and add the user to the docker group.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Docker installed successfully. Let me verify and add the user to the docker group.",
      "tool_calls": [
        {
          "id": "call_dbc1d44deea24b948f5e2e1f",
          "call_id": "call_dbc1d44deea24b948f5e2e1f",
          "response_item_id": "fc_dbc1d44deea24b948f5e2e1f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"docker --version && docker compose version && echo 'www' | sudo -S usermod -aG docker longshao && echo 'www' | sudo -S systemctl start docker && echo 'www' | sudo -S systemctl enable docker && echo \\\"---\\\" && docker info 2>&1 | head -5\", \"timeout\": 30}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Docker version 29.4.2, build 055a478\\nDocker Compose version v5.1.3\\n[sudo] password for longshao: Synchronizing state of docker.service with SysV service script with /usr/lib/systemd/systemd-sysv-install.\\nExecuting: /usr/lib/systemd/systemd-sysv-install enable docker\\n---\\nClient: Docker Engine - Community\\n Version:    29.4.2\\n Context:    default\\n Debug Mode: false\\n Plugins:\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_dbc1d44deea24b948f5e2e1f"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Docker is installed and running. Let me verify with a quick hello-world test.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Docker is installed and running. Let me verify with a quick hello-world test.",
      "tool_calls": [
        {
          "id": "call_b0d0e583a33c4ba0bd579d4b",
          "call_id": "call_b0d0e583a33c4ba0bd579d4b",
          "response_item_id": "fc_b0d0e583a33c4ba0bd579d4b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"echo 'www' | sudo -S docker run --rm hello-world 2>&1 | head -10\", \"timeout\": 60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[sudo] password for longshao: Unable to find image 'hello-world:latest' locally\\ndocker: Error response from daemon: failed to resolve reference \\\"docker.io/library/hello-world:latest\\\": failed to do request: Head \\\"https://registry-1.docker.io/v2/library/hello-world/manifests/latest\\\": dial tcp [2a03:2880:f11f:83:face:b00c:0:25de]:443: i/o timeout\\n\\nRun 'docker run --help' for more information\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_b0d0e583a33c4ba0bd579d4b"
    },
    {
      "role": "assistant",
      "content": "Docker 安装完成！✅\n\n**安装结果：**\n- Docker Engine: `29.4.2`\n- Docker Compose: `v5.1.3`\n- 服务已启动并设为开机自启\n- 用户 `longshao` 已加入 docker 组\n\n**注意：** `hello-world` 测试因网络问题（无法连接 Docker Hub）超时，但 Docker 本身已正常安装运行。如需拉取镜像可能需要配置代理或镜像源。\n\n⚠️ 系统提示有新内核可用（6.8.0-110），建议找个时间重启一下。",
      "reasoning": "Docker is installed but can't reach Docker Hub (network timeout on IPv6). This is a network issue, not an installation issue. Docker itself is working fine.",
      "finish_reason": "stop",
      "reasoning_content": "Docker is installed but can't reach Docker Hub (network timeout on IPv6). This is a network issue, not an installation issue. Docker itself is working fine."
    },
    {
      "role": "user",
      "content": "Review the conversation above and update the skill library. Be ACTIVE — most sessions produce at least one skill update, even if small. A pass that does nothing is a missed learning opportunity, not a neutral outcome.\n\nTarget shape of the library: CLASS-LEVEL skills, each with a rich SKILL.md and a `references/` directory for session-specific detail. Not a long flat list of narrow one-session-one-skill entries. This shapes HOW you update, not WHETHER you update.\n\nSignals to look for (any one of these warrants action):\n  • User corrected your style, tone, format, legibility, or verbosity. Frustration signals like 'stop doing X', 'this is too verbose', 'don't format like this', 'why are you explaining', 'just give me the answer', 'you always do Y and I hate it', or an explicit 'remember this' are FIRST-CLASS skill signals, not just memory signals. Update the relevant skill(s) to embed the preference so the next session starts already knowing.\n  • User corrected your workflow, approach, or sequence of steps. Encode the correction as a pitfall or explicit step in the skill that governs that class of task.\n  • Non-trivial technique, fix, workaround, debugging path, or tool-usage pattern emerged that a future session would benefit from. Capture it.\n  • A skill that got loaded or consulted this session turned out to be wrong, missing a step, or outdated. Patch it NOW.\n\nPreference order — prefer the earliest action that fits, but do pick one when a signal above fired:\n  1. UPDATE A CURRENTLY-LOADED SKILL. Look back through the conversation for skills the user loaded via /skill-name or you read via skill_view. If any of them covers the territory of the new learning, PATCH that one first. It is the skill that was in play, so it's the right one to extend.\n  2. UPDATE AN EXISTING UMBRELLA (via skills_list + skill_view). If no loaded skill fits but an existing class-level skill does, patch it. Add a subsection, a pitfall, or broaden a trigger.\n  3. ADD A SUPPORT FILE under an existing umbrella. Skills can be packaged with three kinds of support files — use the right directory per kind:\n     • `references/<topic>.md` — session-specific detail (error transcripts, reproduction recipes, provider quirks) AND condensed knowledge banks: quoted research, API docs, external authoritative excerpts, or domain notes you found while working on the problem. Write it concise and for the value of the task, not as a full mirror of upstream docs.\n     • `templates/<name>.<ext>` — starter files meant to be copied and modified (boilerplate configs, scaffolding, a known-good example the agent can `reproduce with modifications`).\n     • `scripts/<name>.<ext>` — statically re-runnable actions the skill can invoke directly (verification scripts, fixture generators, deterministic probes, anything the agent should run rather than hand-type each time).\n     Add support files via skill_manage action=write_file with file_path starting 'references/', 'templates/', or 'scripts/'. The umbrella's SKILL.md should gain a one-line pointer to any new support file so future agents know it exists.\n  4. CREATE A NEW CLASS-LEVEL UMBRELLA SKILL when no existing skill covers the class. The name MUST be at the class level. The name MUST NOT be a specific PR number, error string, feature codename, library-alone name, or 'fix-X / debug-Y / audit-Z-today' session artifact. If the proposed name only makes sense for today's task, it's wrong — fall back to (1), (2), or (3).\n\nUser-preference embedding (important): when the user expressed a style/format/workflow preference, the update belongs in the SKILL.md body, not just in memory. Memory captures 'who the user is and what the current situation and state of your operations are'; skills capture 'how to do this class of task for this user'. When they complain about how you handled a task, the skill that governs that task needs to carry the lesson.\n\nIf you notice two existing skills that overlap, note it in your reply — the background curator handles consolidation at scale.\n\n'Nothing to save.' is a real option but should NOT be the default. If the session ran smoothly with no corrections and produced no new technique, just say 'Nothing to save.' and stop. Otherwise, act."
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Let me analyze the conversation for skill-worthy learnings:\n\n1. **Docker installation on Ubuntu with sudo password via pipe** - This is a non-trivial workflow pattern. The `echo 'password' | sudo -S` pattern had several pitfalls:\n   - GPG dearmor fails with `/dev/tty` issue unless `--batch` flag is used\n   - Pipe chaining (`curl | echo pwd | sudo -S gpg`) breaks stdin - need to download file first, then process\n   - `tee` consumes stdin so `echo pwd | sudo -S tee` needs a temp file approach instead\n   - GPG file already exists error needs `--yes` flag and cleanup first\n   - Docker repo addition via tee fails because stdin is consumed - use `cp` from temp file instead\n\n2. **Docker Hub network issues** - Docker installed fine but can't pull images due to IPv6 timeout, suggesting a proxy or mirror configuration might be needed.\n\nNow I'm checking if there's an existing devops skill or Docker skill to update.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me analyze the conversation for skill-worthy learnings:\n\n1. **Docker installation on Ubuntu with sudo password via pipe** - This is a non-trivial workflow pattern. The `echo 'password' | sudo -S` pattern had several pitfalls:\n   - GPG dearmor fails with `/dev/tty` issue unless `--batch` flag is used\n   - Pipe chaining (`curl | echo pwd | sudo -S gpg`) breaks stdin - need to download file first, then process\n   - `tee` consumes stdin so `echo pwd | sudo -S tee` needs a temp file approach instead\n   - GPG file already exists error needs `--yes` flag and cleanup first\n   - Docker repo addition via tee fails because stdin is consumed - use `cp` from temp file instead\n\n2. **Docker Hub network issues** - Docker installed fine but can't pull images due to IPv6 timeout, suggesting a proxy or mirror configuration might be needed.\n\nNow I'm checking if there's an existing devops skill or Docker skill to update.",
      "tool_calls": [
        {
          "id": "call_34372fe178b7452ca8d843b6",
          "call_id": "call_34372fe178b7452ca8d843b6",
          "response_item_id": "fc_34372fe178b7452ca8d843b6",
          "type": "function",
          "function": {
            "name": "skills_list",
            "arguments": "{\"category\": \"devops\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"skills\": [{\"name\": \"kanban-orchestrator\", \"description\": \"Decomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The \\\"don't do the work yourself\\\" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.\", \"category\": \"devops\"}, {\"name\": \"kanban-worker\", \"description\": \"Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.\", \"category\": \"devops\"}, {\"name\": \"webhook-subscriptions\", \"description\": \"Webhook subscriptions: event-driven agent runs.\", \"category\": \"devops\"}], \"categories\": [\"devops\"], \"count\": 3, \"hint\": \"Use skill_view(name) to see full content, tags, and linked files\"}",
      "tool_call_id": "call_34372fe178b7452ca8d843b6"
    },
    {
      "role": "assistant",
      "content": "No Docker skill exists. This session surfaced several non-trivial pitfalls worth capturing. Let me create a class-level Docker skill.",
      "reasoning": "No Docker skill exists. This session had several non-trivial learnings about installing software with sudo via piped passwords. Let me create a class-level skill for Docker installation/management, and also capture the general \"sudo via pipe\" pitfalls.\n\nActually, the \"sudo via pipe\" pattern is a general system admin technique, not Docker-specific. But the main task was Docker installation. Let me create a Docker skill since this is a class-level task that recurs.\n\nLet me create a skill for Docker installation and management on Linux, with a reference for the sudo-via-pipe pitfalls.",
      "finish_reason": "tool_calls",
      "reasoning_content": "No Docker skill exists. This session had several non-trivial learnings about installing software with sudo via piped passwords. Let me create a class-level skill for Docker installation/management, and also capture the general \"sudo via pipe\" pitfalls.\n\nActually, the \"sudo via pipe\" pattern is a general system admin technique, not Docker-specific. But the main task was Docker installation. Let me create a Docker skill since this is a class-level task that recurs.\n\nLet me create a skill for Docker installation and management on Linux, with a reference for the sudo-via-pipe pitfalls.",
      "tool_calls": [
        {
          "id": "call_e494162e8af3415eab3c30a3",
          "call_id": "call_e494162e8af3415eab3c30a3",
          "response_item_id": "fc_e494162e8af3415eab3c30a3",
          "type": "function",
          "function": {
            "name": "skill_manage",
            "arguments": "{\"action\": \"create\", \"category\": \"devops\", \"content\": \"---\\nname: docker-install\\ndescription: \\\"Install and configure Docker Engine + Compose on Linux (Ubuntu/Debian). Covers sudo-via-pipe pitfalls, GPG key handling, repo setup, and post-install steps.\\\"\\ntags: [docker, devops, linux, ubuntu, install, compose]\\ntriggers:\\n  - install docker\\n  - setup docker\\n  - docker engine\\n  - docker compose\\n  - container runtime\\n---\\n\\n# Docker Installation & Configuration\\n\\nInstall Docker Engine + Docker Compose plugin on Linux (primarily Ubuntu/Debian).\\n\\n## Prerequisites Check\\n\\n```bash\\ncat /etc/os-release | head -5   # OS version\\nwhich docker 2>/dev/null        # already installed?\\nwhoami && id                    # current user\\n```\\n\\n## Standard Install (requires root/sudo)\\n\\n### When sudo needs a password\\n\\nUse `echo 'PASSWORD' | sudo -S COMMAND` pattern. See pitfalls below.\\n\\n### Steps\\n\\n1. **Install dependencies**\\n   ```bash\\n   sudo apt-get update -y\\n   sudo apt-get install -y ca-certificates curl gnupg\\n   ```\\n\\n2. **Add Docker GPG key** — download first, then dearmor (do NOT pipe curl into gpg when using sudo-via-pipe)\\n   ```bash\\n   curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /tmp/docker.gpg\\n   sudo install -m 0755 -d /etc/apt/keyrings\\n   sudo gpg --batch --yes --dearmor -o /etc/apt/keyrings/docker.gpg /tmp/docker.gpg\\n   sudo chmod a+r /etc/apt/keyrings/docker.gpg\\n   ```\\n\\n3. **Add Docker apt repo** — write to temp file, then copy (tee consumes stdin)\\n   ```bash\\n   # Detect arch: amd64, arm64, etc.\\n   ARCH=$(dpkg --print-architecture)\\n   echo \\\"deb [arch=$ARCH signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable\\\" > /tmp/docker.list\\n   sudo cp /tmp/docker.list /etc/apt/sources.list.d/docker.list\\n   ```\\n\\n4. **Install Docker packages**\\n   ```bash\\n   sudo apt-get update -y\\n   sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin\\n   ```\\n\\n5. **Post-install setup**\\n   ```bash\\n   sudo usermod -aG docker $USER    # add user to docker group\\n   sudo systemctl start docker\\n   sudo systemctl enable docker\\n   ```\\n\\n6. **Verify**\\n   ```bash\\n   docker --version\\n   docker compose version\\n   docker info | head -5\\n   ```\\n\\n## Rootless Docker (no root needed)\\n\\nFor environments without sudo access. Requires `/etc/subuid` and `/etc/subgid` entries for the user.\\n\\n```bash\\n# Check prerequisites\\ncat /etc/subuid | grep $(whoami)\\ncat /etc/subgid | grep $(whoami)\\n# If missing, ask admin to add: username:100000:65536\\n\\ndockerd-rootless-setuptool.sh install\\n```\\n\\n## Pitfalls\\n\\n### P1: `sudo -S` + pipes break stdin\\n`echo 'pw' | sudo -S cmd1 | cmd2` — the second pipe consumes stdin, so sudo's password prompt may fail. **Fix:** chain commands with `&&` in a single `sudo -S sh -c '...'` or run each step as separate terminal calls.\\n\\n### P2: GPG dearmor fails with \\\"cannot open /dev/tty\\\"\\nWhen running `gpg --dearmor` non-interactively (via pipe/script), add `--batch` flag:\\n```bash\\nsudo gpg --batch --yes --dearmor -o /etc/apt/keyrings/docker.gpg /tmp/docker.gpg\\n```\\nWithout `--batch`, gpg tries to open `/dev/tty` which doesn't exist in non-interactive contexts.\\n\\n### P3: GPG \\\"dearmoring failed: File exists\\\"\\nIf `/etc/apt/keyrings/docker.gpg` already exists, gpg won't overwrite. Add `--yes` flag or `sudo rm` the file first.\\n\\n### P4: `tee` consumes stdin with sudo pipe\\n`echo 'pw' | sudo -S tee /path/to/file` works for the tee itself, but if you pipe content INTO it (`echo content | echo pw | sudo -S tee file`), the content pipe gets broken. **Fix:** write to `/tmp/file` first, then `sudo cp`.\\n\\n### P5: Docker repo not appearing in apt update\\nIf `apt-get update` doesn't show Docker repo, check `/etc/apt/sources.list.d/docker.list` exists and has correct content. The `tee` stdin issue (P4) often causes an empty file.\\n\\n### P6: Docker Hub unreachable (IPv6 timeout)\\nIf `docker run` fails with timeout on IPv6 address (`[2a03:2880:...]`), Docker daemon is trying IPv6 first. Fix options:\\n- Configure Docker daemon to prefer IPv4: add `\\\"ip6tables\\\": false` in `/etc/docker/daemon.json`\\n- Set up a mirror registry (China: use Aliyun mirror `https://registry.cn-hangzhou.aliyuncs.com`)\\n- Configure HTTP proxy in `/etc/docker/daemon.json` or systemd override\\n\\n### P7: Kernel upgrade pending\\nDocker may warn about kernel version mismatch. Not blocking but recommend reboot when convenient.\\n\\n## China Mirror Configuration\\n\\nIf Docker Hub is unreachable, configure a mirror:\\n\\n```json\\n// /etc/docker/daemon.json\\n{\\n  \\\"registry-mirrors\\\": [\\n    \\\"https://mirror.ccs.tencentyun.com\\\",\\n    \\\"https://registry.docker-cn.com\\\"\\n  ]\\n}\\n```\\n```bash\\nsudo systemctl restart docker\\n```\\n\", \"name\": \"docker-install\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"message\": \"Skill 'docker-install' created.\", \"path\": \"devops/docker-install\", \"skill_md\": \"/home/longshao/.hermes/skills/devops/docker-install/SKILL.md\", \"category\": \"devops\", \"hint\": \"To add reference files, templates, or scripts, use skill_manage(action='write_file', name='docker-install', file_path='references/example.md', file_content='...')\"}",
      "tool_call_id": "call_e494162e8af3415eab3c30a3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Good, skill created. Let me save the user's sudo password in memory so I can use it in future sessions if needed. Actually, that's a security risk - I shouldn't save passwords to memory. Let me note that the user knows how to provide sudo access.\n\nActually, the user preference is that they're willing to share their sudo password when needed. That's worth noting. But saving the actual password is a security concern. Let me save the pattern instead.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Good, skill created. Let me save the user's sudo password in memory so I can use it in future sessions if needed. Actually, that's a security risk - I shouldn't save passwords to memory. Let me note that the user knows how to provide sudo access.\n\nActually, the user preference is that they're willing to share their sudo password when needed. That's worth noting. But saving the actual password is a security concern. Let me save the pattern instead.",
      "tool_calls": [
        {
          "id": "call_acbd6c3de81b4aef9919cfdb",
          "call_id": "call_acbd6c3de81b4aef9919cfdb",
          "response_item_id": "fc_acbd6c3de81b4aef9919cfdb",
          "type": "function",
          "function": {
            "name": "memory",
            "arguments": "{\"action\": \"add\", \"content\": \"User's system username is `longshao` on Ubuntu 24.04 (Noble). Willing to provide sudo password when needed for system admin tasks.\", \"target\": \"user\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"target\": \"user\", \"entries\": [\"User's system username is `longshao` on Ubuntu 24.04 (Noble). Willing to provide sudo password when needed for system admin tasks.\"], \"usage\": \"9% — 130/1,375 chars\", \"entry_count\": 1, \"message\": \"Entry added.\"}",
      "tool_call_id": "call_acbd6c3de81b4aef9919cfdb"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Good. Now let me also add a memory note about the sudo-via-pipe pattern being tricky, which is a more general note.\n\nActually, the skill already captures the pitfalls in detail. Memory should be about the user/environment, not the procedure. The skill handles the procedure. Let me also note that the user communicates in Chinese.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Good. Now let me also add a memory note about the sudo-via-pipe pattern being tricky, which is a more general note.\n\nActually, the skill already captures the pitfalls in detail. Memory should be about the user/environment, not the procedure. The skill handles the procedure. Let me also note that the user communicates in Chinese.",
      "tool_calls": [
        {
          "id": "call_cc4709bf057c43bf94adf252",
          "call_id": "call_cc4709bf057c43bf94adf252",
          "response_item_id": "fc_cc4709bf057c43bf94adf252",
          "type": "function",
          "function": {
            "name": "memory",
            "arguments": "{\"action\": \"add\", \"content\": \"User communicates in Chinese (中文). Docker installed on this machine (v29.4.2 + Compose v5.1.3), Docker Hub access may need mirror/proxy config.\", \"target\": \"memory\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"target\": \"memory\", \"entries\": [\"User communicates in Chinese (中文). Docker installed on this machine (v29.4.2 + Compose v5.1.3), Docker Hub access may need mirror/proxy config.\"], \"usage\": \"6% — 143/2,200 chars\", \"entry_count\": 1, \"message\": \"Entry added.\"}",
      "tool_call_id": "call_cc4709bf057c43bf94adf252"
    },
    {
      "role": "assistant",
      "content": "**Skill library updated:**\n\n- **Created** `devops/docker-install` — class-level skill covering Docker Engine + Compose installation on Ubuntu/Debian, with 7 documented pitfalls from this session:\n  - P1: `sudo -S` pipes breaking stdin\n  - P2: GPG dearmor needing `--batch` flag\n  - P3: GPG file-exists overwrite\n  - P4: `tee` consuming stdin\n  - P5: Repo not appearing in apt\n  - P6: Docker Hub IPv6 timeout\n  - P7: Kernel upgrade pending\n  - Plus China mirror configuration template\n\n- **Memory updated** — user profile (username, language preference) and environment state (Docker version installed, Hub access issue)",
      "reasoning": "Done. I've created a class-level `docker-install` skill with 7 documented pitfalls from this session, plus memory entries for the user and environment. The key learnings were:\n\n1. The sudo-via-pipe stdin consumption issues (P1, P4)\n2. GPG batch mode requirement (P2)\n3. GPG file-exists overwrite (P3)\n4. Docker Hub IPv6 timeout (P6)\n5. China mirror configuration\n\nThis is a solid class-level skill that covers Docker installation broadly, not just this one session.",
      "finish_reason": "stop",
      "reasoning_content": "Done. I've created a class-level `docker-install` skill with 7 documented pitfalls from this session, plus memory entries for the user and environment. The key learnings were:\n\n1. The sudo-via-pipe stdin consumption issues (P1, P4)\n2. GPG batch mode requirement (P2)\n3. GPG file-exists overwrite (P3)\n4. Docker Hub IPv6 timeout (P6)\n5. China mirror configuration\n\nThis is a solid class-level skill that covers Docker installation broadly, not just this one session."
    }
  ]
}