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Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"mcporter","name":"mcporter","description":"Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"meme-maker","name":"meme-maker","description":"Search meme templates, suggest formats, and generate local or hosted image memes.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"MySQL","name":"MySQL","description":"Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"news-summary","name":"news-summary","description":"This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"node-inspect-debugger","name":"node-inspect-debugger","description":"Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"obsidian-official-cli","name":"obsidian-official-cli","description":"Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"opencode-controller","name":"opencode-controller","description":"Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"openspec","name":"openspec","description":"Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"python-debugpy","name":"python-debugpy","description":"Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"qiushi-openclaw-skills","name":"qiushi-openclaw-skills","description":"求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"requirements-analyst","name":"requirements-analyst","description":"将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"rss-ai-reader","name":"rss-ai-reader","description":"📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n\"帮我订阅\"、\"监控这个网站\"、\"每天推送新闻\"、RSS/Atom feed 相关。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"spike","name":"spike","description":"Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"sql-toolkit","name":"sql-toolkit","description":"Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tmux","name":"tmux","description":"Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"using-superpowers","name":"using-superpowers","description":"Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather and forecasts (no API key required).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"web-search","name":"web-search","description":"This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nIf a skill's differs from a previous turn, re-read its SKILL.md before using it.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n\n \n baidu-text-translate\n Use this skill whenever you need to translate text with the trans-cli tool (Baidu Translation AI API). Covers JSON output contract, Baidu-specific language codes (jp/kor/fra/spa/ara — not ISO defaults), exit code semantics, error decision tree, first-time API key setup, QUOTA_EXCEEDED / AUTH_FAILED recovery, environment self-diagnosis via `trans doctor`, and listing supported languages via `trans languages`. Trigger on any of: running `trans text`, shell pipelines with translation, trans-cli errors, API key configuration, `trans doctor` checks, or looking up language codes.\n ~/.openclaw/workspace/skills/baidu-text-translate/SKILL.md\n sha256:4157f3a14f706f1e\n \n \n clawhub\n Search ClawHub for skills when a requested capability is not already available; install, verify, update, publish, or sync skills.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/clawhub/SKILL.md\n sha256:6bb70d95cbd1a545\n \n \n Code\n Coding workflow with planning, implementation, verification, and testing for clean software development.\n ~/.openclaw/workspace/skills/openclaw-code/SKILL.md\n sha256:f09694134cc55cc0\n \n \n database-admin\n Comprehensive database administration, schema management, data operations, and optimization. Use when Codex needs to: (1) Create or modify database tables with proper indexing, (2) Perform bulk data insertions with type safety and constraint handling, (3) Execute complex queries with JOINs, aggregations, and subqueries, (4) Optimize query performance through indexing and execution plan analysis, (5) Manage database backups, restores, and migrations, (6) Handle special data types (BIGINT, UUID, JSONB, enums), (7) Implement transactional safety with ACID compliance, or (8) Debug and resolve database errors including constraint violations, type mismatches, and foreign key issues\n ~/.openclaw/workspace/skills/database-admin/SKILL.md\n sha256:7649e43727f2fb8b\n \n \n database-schema-designer\n Database Schema Designer\n ~/.openclaw/workspace/skills/database-schema-designer/SKILL.md\n sha256:3f2282ec8135dfdf\n \n \n db-query\n Query project databases with automatic SSH tunnel management. Use when you need to execute SQL queries against configured databases, especially those accessible only via SSH tunnels. Automatically manages SSH connection lifecycle (establishes tunnel before query, closes after). Supports multiple databases distinguished by description/name from config file.\n ~/.openclaw/workspace/skills/db-query/SKILL.md\n sha256:eaffe1e617f2b8f2\n \n \n db-schema\n Generate database schemas, migrations, and ERD diagrams from plain English descriptions — supports PostgreSQL, MySQL, SQLite, and MongoDB with proper indexes and constraints.\n ~/.openclaw/workspace/skills/db-schema-gen/SKILL.md\n sha256:c511ce8bb306f227\n \n \n deep-research-pro\n Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.\n ~/.openclaw/workspace/skills/deep-research-pro/SKILL.md\n sha256:a780f8bbec442198\n \n \n diagram-maker\n Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker/SKILL.md\n sha256:6195e03fcb04a1a6\n \n \n docker-essentials\n Essential Docker commands and workflows for container management, image operations, and debugging.\n ~/.openclaw/workspace/skills/docker-essentials/SKILL.md\n sha256:bf8120febd5275b0\n \n \n dws\n 管理钉钉产品能力(AI表格/日历/通讯录/群聊与机器人/待办/审批/考勤/日志/DING消息/开放平台文档/钉钉文档/钉钉云盘/AI听记/邮箱/在线电子表格/知识库等)。当用户需要操作表格数据、管理日程会议、查询通讯录、管理群聊、机器人发消息、创建待办、提交审批、查看考勤、提交日报周报（钉钉日志模版）、读写钉钉文档、上传下载云盘文件、查询听记纪要、收发邮件、读写在线电子表格(axls)、管理钉钉知识库时使用。\n ~/.agents/skills/dws/SKILL.md\n sha256:25f131a2e41eeeca\n \n \n gh-issues\n Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues/SKILL.md\n sha256:e7a64973e1862117\n \n \n github\n GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github/SKILL.md\n sha256:46f3610b1668c284\n \n \n healthcheck\n Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck/SKILL.md\n sha256:518ec6e0482cf1c7\n \n \n humanizer\n Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive "Signs of AI writing" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases.\n ~/.openclaw/workspace/skills/humanizer/SKILL.md\n sha256:d7ce483d368e4301\n \n \n imap-smtp-email\n Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts. Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.\n ~/.openclaw/workspace/skills/imap-smtp-email/SKILL.md\n sha256:01345a894f2863a4\n \n \n mcporter\n Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.\n ~/.openclaw/workspace/skills/mcporter/SKILL.md\n sha256:475253164a0cca24\n \n \n meme-maker\n Search meme templates, suggest formats, and generate local or hosted image memes.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md\n sha256:8b8832f9f0f58b16\n \n \n multi-search-engine\n Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.\n ~/.openclaw/workspace/skills/multi-search-engine/SKILL.md\n sha256:ef2d2706e82ad0fc\n \n \n MySQL\n Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.\n ~/.openclaw/workspace/skills/MySQL/SKILL.md\n sha256:97003e1d9502f459\n \n \n news-summary\n This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.\n ~/.openclaw/workspace/skills/news-summary/SKILL.md\n sha256:1b4c45b56f567567\n \n \n node-connect\n Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md\n sha256:cc39026fd84e5cfa\n \n \n node-inspect-debugger\n Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md\n sha256:50d2f6828eaf4bbf\n \n \n obsidian-official-cli\n Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.\n ~/.openclaw/workspace/skills/obsidian-official-cli/SKILL.md\n sha256:d9c66873957818a1\n \n \n opencode-controller\n Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.\n ~/.openclaw/workspace/skills/opencode-controller/SKILL.md\n sha256:6535df08ba8b0bbc\n \n \n openspec\n Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.\n ~/.openclaw/workspace/skills/openspec/SKILL.md\n sha256:720f832d1879e281\n \n \n python-debugpy\n Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md\n sha256:bfb1891204b67260\n \n \n qiushi-openclaw-skills\n 求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。\n ~/.openclaw/workspace/skills/qiushi-openclaw-skill/SKILL.md\n sha256:b21d933b7f61584d\n \n \n requirements-analyst\n 将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。\n ~/.openclaw/workspace/skills/requirements-analyst/SKILL.md\n sha256:f766e6b7b585e7e8\n \n \n rss-ai-reader\n 📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n"帮我订阅"、"监控这个网站"、"每天推送新闻"、RSS/Atom feed 相关。\n ~/.openclaw/workspace/skills/rss-ai-reader/SKILL.md\n sha256:0abcc8438f644cdb\n \n \n skill-creator\n Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md\n sha256:9e971bac63ad787f\n \n \n spike\n Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md\n sha256:1258cde2d0e53267\n \n \n sql-toolkit\n Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.\n ~/.openclaw/workspace/skills/sql-toolkit/SKILL.md\n sha256:515ecf904449a3cd\n \n \n taskflow\n Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md\n sha256:d8b6a48d329aef0a\n \n \n taskflow-inbox-triage\n Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md\n sha256:1fe28cd924d8ae2d\n \n \n tmux\n Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md\n sha256:98b6b8392ec57e11\n \n \n using-superpowers\n Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n ~/.openclaw/workspace/skills/using-superpowers/SKILL.md\n sha256:81d921b16502091f\n \n \n video-frames\n Extract frames or short clips from videos using ffmpeg.\n ~/.openclaw/workspace/skills/video-frames/SKILL.md\n sha256:7e24245498aca878\n \n \n weather\n Get current weather and forecasts (no API key required).\n ~/.openclaw/workspace/skills/weather/SKILL.md\n sha256:1ca0c8d768ad603e\n \n \n web-search\n This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.\n ~/.openclaw/workspace/skills/web-search/SKILL.md\n sha256:6f4c4e7b17dc89ae\n 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The input should include *** Begin Patch and *** End Patch markers.","parameters":{"type":"object","required":["input"],"properties":{"input":{"type":"string","description":"Patch content using the *** Begin Patch/End Patch format."}}}},{"name":"create_goal","description":"Create a goal only when explicitly requested by the user or system instructions. Fails if a goal already exists; use user-facing goal controls to clear it.","parameters":{"type":"object","required":["objective"],"properties":{"objective":{"type":"string","description":"Concrete objective to pursue. Create only when explicitly requested."},"token_budget":{"type":"number","description":"Optional positive token budget for this goal."}}}},{"name":"cron","description":"Manage Gateway cron jobs and wake events: reminders, check-back-later, delayed follow-ups, recurring work. Do not emulate scheduling with exec sleep/process polling.\n\nMain cron => system events for heartbeat. Isolated cron => background task in `openclaw tasks`.\n\nACTIONS:\n- status: scheduler status\n- list: compact job summaries; includeDisabled true includes disabled; use get for full job details; agentId filter auto-filled from session\n- get: one job; needs jobId\n- add: create job; needs job object\n- update: patch job; needs jobId + patch\n- remove: delete job; needs jobId\n- run: run only if due by default; needs jobId; pass runMode=\"force\" to trigger now\n- runs: run history; needs jobId\n- wake: send wake event; needs text, optional mode; defaults the target to the calling session/agent. Pass top-level sessionKey/agentId to wake a different lane.\n\nJOB SCHEMA (for add action):\n{\n \"name\": \"string\",\n \"schedule\": { ... }, // required\n \"payload\": { ... }, // required\n \"delivery\": { ... }, // optional announce for isolated/current/session, webhook for any target\n \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:\",\n \"enabled\": true | false // default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": main session; requires payload.kind=\"systemEvent\"\n- \"isolated\": ephemeral isolated session; requires payload.kind=\"agentTurn\"\n- \"current\": bind current session at creation\n- \"session:\": persistent named session\n\nDEFAULTS:\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nCurrent binding needs sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": one-shot absolute time\n { \"kind\": \"at\", \"at\": \"\" }\n- \"every\": recurring interval\n { \"kind\": \"every\", \"everyMs\": , \"anchorMs\": }\n- \"cron\": expr in supplied timezone, or Gateway host local timezone when tz omitted\n { \"kind\": \"cron\", \"expr\": \"\", \"tz\": \"\" }\n Write expr in local wall-clock time; do not convert the requested local time to UTC first.\n tz omitted => Gateway host local timezone, not UTC.\n Example 6pm Shanghai daily: { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor \"at\", ISO timestamps without timezone are UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": inject text as system event\n { \"kind\": \"systemEvent\", \"text\": \"\" }\n- \"agentTurn\": run agent with prompt; isolated/current/session only\n { \"kind\": \"agentTurn\", \"message\": \"\", \"model\": \"\", \"thinking\": \"\", \"timeoutSeconds\": }\n\nDELIVERY (top-level):\n { \"mode\": \"none|announce|webhook\", \"channel\": \"\", \"to\": \"\", \"threadId\": \"\", \"bestEffort\": }\n - isolated agentTurn default when omitted: \"announce\"\n - announce: send to chat channel; isolated/current/session only; optional channel/to\n - threadId: chat thread/topic id\n - webhook: POST finished-run event to delivery.to URL\n - Specific chat/recipient: set announce delivery.channel/to; do not call messaging tools inside run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- Webhook: delivery.mode=\"webhook\" and delivery.to URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nRESTRICTED CRON RUNS:\n- Some isolated cron runs get narrow self-cleanup grant: status/list self-only, get/runs current job only, mutation only remove current job.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" default: wake next heartbeat\n- \"now\": wake immediately\n\nUse jobId canonical; id accepted compat. contextMessages (0-10) adds previous messages as job context.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"integer","minimum":1},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Run mode for action=\"run\": omitted defaults to \"due\"; use \"force\" to trigger now."},"contextMessages":{"type":"integer","minimum":0,"maximum":10},"agentId":{"type":"string","description":"List filter for `action: \"list\"`; wake target override for `action: \"wake\"` (defaults to the calling agent when omitted on wake)"},"sessionKey":{"type":"string","description":"Wake target override for `action: \"wake\"`: route the event to the named session rather than the calling agent's current session. Defaults to the resolved calling-session key when omitted."}},"additionalProperties":true}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Ignored for normal calls; exec security is set by tools.exec.security and host approvals."},"ask":{"type":"string","description":"Baseline ask comes from tools.exec.ask and host approvals; channel-origin calls ignore per-call ask when effective host ask is off."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"get_goal","description":"Get the current goal for this thread, including status and token usage.","parameters":{"type":"object","properties":{}}},{"name":"image","description":"Analyze images with available vision model. Use image for one path/URL, images for max 20. Prompt says what to inspect.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"One image path/URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Image paths/URLs; maxImages default 20."},"model":{"type":"string"},"maxBytesMb":{"type":"number","exclusiveMinimum":0},"maxImages":{"type":"integer","minimum":1}}}},{"name":"image_generate","description":"Create/edit images. Session chats: background task; do not call image_generate again for same request; wait completion, then report through the current visible-reply contract with generated media attached using structured media fields. Transparent: outputFormat=\"png\" or \"webp\" + background=\"transparent\"; OpenAI also supports openai.background and routes default model to gpt-image-1.5. Use action=\"list\" for providers/models/readiness/auth, \"status\" for active task.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"\"generate\" default, \"status\" active task, \"list\" providers/models."},"prompt":{"type":"string","description":"Image prompt."},"image":{"type":"string","description":"Reference image path/URL for edit."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference images for edit or style reference; max 10."},"model":{"type":"string","description":"Provider/model override, e.g. openai/gpt-image-2; transparent OpenAI: openai/gpt-image-1.5."},"filename":{"type":"string","description":"Output filename hint; basename preserved in managed media dir."},"size":{"type":"string","description":"Size hint: 1024x1024, 1536x1024, 1024x1536, 2048x2048, 3840x2160."},"aspectRatio":{"type":"string","description":"Aspect ratio: 1:1, 2:3, 3:2, 2.35:1, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, 4:1, 1:4, 8:1, 1:8."},"resolution":{"type":"string","description":"Resolution: 1K, 2K, 4K; useful for Google."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Quality: low, medium, high, auto."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Output format: png, jpeg, webp."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Background: transparent, opaque, auto. Transparent needs png/webp output."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fal":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"integer","description":"Image count 1-4.","minimum":1,"maximum":4},"timeoutMs":{"type":"integer","description":"Provider timeout ms (300000 tends to be a safe amount).","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"integer","minimum":1},"lines":{"type":"integer","minimum":1},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"integer","minimum":1},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use poll/log also for input-wait hints. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action (list|poll|log|write|send-keys|submit|paste|kill|clear|remove)"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show /status-like card for current/visible session: model, usage, time, cost, tasks. Use `sessionKey=\"current\"` for current session; UI labels like `openclaw-tui` are not keys. `model` sets session override; `model=default` resets. Use for active model/session config questions.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized history for visible session. Use before replying, debugging, resuming; supports limits/tool messages.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"integer","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions; filter by kind, label, agentId, search, activity. Use before sessions_history or sessions_send target selection.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"integer","minimum":1},"activeMinutes":{"type":"integer","minimum":1},"messageLimit":{"type":"integer","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send message to visible session by sessionKey/label, or configured agent by agentId; sessionKey wins when redundant label metadata is present. Thread-scoped chats rejected; target parent channel session. Creates missing configured-agent main session; waits for reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"integer","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn clean child session; default `runtime=\"subagent\"`. `mode=\"run\"` one-shot background work. Subagents inherit parent workspace. Native subagents get task in first visible `[Subagent Task]` message. Native only: `context=\"fork\"` only when child needs current transcript; else omit or `isolated`. Use for fresh child-session work. Delegate sidecar/parallel tasks: batch file reads, multi-step searches, data collection. Avoid delegating quick lookups or single-file reads unless policy prefers delegation. After spawning, do non-overlapping work while run-mode results return.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"taskName":{"type":"string","description":"Stable alias for later targeting; lowercase letters/digits/underscores/hyphens, starts letter."},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native context. Omit/\"isolated\" for clean child; \"fork\" only when child needs requester transcript."},"lightContext":{"type":"boolean","description":"Light bootstrap context; runtime=\"subagent\" only."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End current turn. Use after spawning subagents; results arrive as next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"skill_workshop","description":"Create, update, revise, list, inspect, apply, reject, or quarantine Skill Workshop proposals when reusable procedures should be captured, improved, or explicitly approved.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"create for a new skill proposal, update for an existing skill, revise for a pending proposal, list or inspect proposals for proposal discovery, apply/reject/quarantine for explicit proposal lifecycle actions."},"proposal_id":{"type":"string","description":"Existing proposal id for action=inspect, action=revise, action=apply, action=reject, or action=quarantine."},"name":{"type":"string","description":"Skill/proposal name. Required for action=create; optional resolver for action=inspect or action=revise when proposal_id is unknown."},"query":{"type":"string","description":"Optional query for action=list."},"status":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional proposal status filter for action=list."},"limit":{"type":"integer","minimum":1,"maximum":50,"description":"Maximum proposals to return for action=list. Defaults to 20."},"description":{"type":"string","maxLength":160,"description":"Skill description for action=create, action=update, or action=revise. Keep it concise; max 160 bytes."},"skill_name":{"type":"string","description":"Existing skill name or key for action=update."},"proposal_content":{"type":"string","description":"Full proposed procedure markdown for action=create, action=update, or action=revise. It will be stored as PROPOSAL.md. Keep under configured skills.workshop.maxSkillBytes; default max is 40000 bytes."},"support_files":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional support files to store with the proposal."},"goal":{"type":"string","description":"Proposal or improvement goal."},"evidence":{"type":"string","description":"Short evidence or notes."},"reason":{"type":"string","description":"Optional reason for action=apply, action=reject, or action=quarantine."}},"additionalProperties":false}},{"name":"subagents","description":"List active and recent subagents for the requester session. If sessions_yield exists, use it for completion; do not poll wait loops.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"recentMinutes":{"type":"integer","minimum":1}}}},{"name":"update_goal","description":"Mark the current goal complete only when achieved, or blocked only after the same blocking condition recurs for at least three consecutive goal turns. Do not use blocked for ordinary difficulty or missing polish.","parameters":{"type":"object","required":["status"],"properties":{"status":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"complete | blocked."},"note":{"type":"string","description":"Short status note."}}}},{"name":"update_plan","description":"Update current run plan. Use for non-trivial multi-step work; keep plan current while executing. Short steps; max one `in_progress`; skip for simple one-step work.","parameters":{"type":"object","required":["plan"],"properties":{"explanation":{"type":"string","description":"Short note: what changed."},"plan":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"minItems":1,"description":"Ordered steps; max one in_progress."}}}},{"name":"video_generate","description":"Create videos. Session chats: background task; do not call video_generate again for same request; wait completion, then report through the current visible-reply contract with generated media attached using structured media fields. \"status\" checks active task. Duration may round to provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"\"generate\" default, \"status\" active task, \"list\" providers/models."},"prompt":{"type":"string","description":"Video prompt."},"image":{"type":"string","description":"One reference image path/URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference images; max 9."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"`image` + `images` roles by index after de-dupe. Values: first_frame, last_frame, reference_image; empty string leaves unset."},"video":{"type":"string","description":"One reference video path/URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference videos; max 4."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"`video` + `videos` roles by index after de-dupe. Value: reference_video; empty string leaves unset."},"model":{"type":"string","description":"Provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Output filename hint; basename preserved in managed media dir."},"size":{"type":"string","description":"Size hint, e.g. 1280x720, 1920x1080."},"aspectRatio":{"type":"string","description":"Aspect ratio: 1:1, 16:9, 9:16, \"adaptive\", or provider value; unsupported normalized/ignored."},"resolution":{"type":"string","description":"Resolution: 360P, 480P, 540P, 720P, 768P, 1080P, 4K, or provider value; unsupported normalized/ignored."},"durationSeconds":{"type":"integer","description":"Target seconds; may round to nearest supported duration.","minimum":1},"audio":{"type":"boolean","description":"Generated-audio toggle."},"watermark":{"type":"boolean","description":"Watermark toggle."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Provider JSON options, e.g. {\"seed\":42}. Keys/types must match provider capabilities; mismatch skips candidate. Use action=list for accepted keys."},"timeoutMs":{"type":"integer","description":"Provider timeout ms.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":0,"streamStrategy":"boundary-aware:openai-completions","transport":"auto","transcriptLeafId":"6dcd507e"}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"prompt.submitted","ts":"2026-07-02T01:50:50.662Z","seq":4,"sourceSeq":4,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"prompt":"能看到 id 为 front 的 agent 吗？","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":38144,"limitChars":32768},"messages":[],"imagesCount":0}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"model.completed","ts":"2026-07-02T01:51:10.795Z","seq":5,"sourceSeq":5,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"usage":{"input":16715,"output":1011,"cacheRead":228608,"total":246334},"promptCache":{"lastCallUsage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"total":28681},"lastCacheTouchAt":1782957068489},"compactionCount":0,"assistantTexts":["从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**：","有 `front` 目录！让我看看它的配置：","现在通过 gateway 看有没有这个 agent 的配置：","看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"],"finalPromptText":"能看到 id 为 front 的 agent 吗？","messagesSnapshot":[{"role":"user","content":[{"type":"text","text":"能看到 id 为 front 的 agent 吗？"}],"timestamp":1782957050663},{"role":"assistant","content":[{"type":"toolCall","id":"call_00_0z9XJvg2le3mFrbPPRxQ7120","name":"sessions_list","arguments":{"agentId":"front"},"partialArgs":"{\"agentId\": \"front\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":10294,"output":45,"cacheRead":11776,"cacheWrite":0,"totalTokens":22115,"cost":{"input":0.010294,"output":0.00008999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.010384}},"stopReason":"toolUse","timestamp":1782957050715,"responseId":"626f12a8-d4cc-4d72-b8ae-f22ac9321b7e"},{"role":"toolResult","toolCallId":"call_00_0z9XJvg2le3mFrbPPRxQ7120","toolName":"sessions_list","content":[{"type":"text","text":"{\n \"count\": 0,\n \"sessions\": [],\n \"visibility\": {\n \"mode\": \"tree\",\n \"restricted\": true,\n \"warning\": \"Session visibility is restricted (effective tools.sessions.visibility=tree). 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`front` 目录！让我看看它的配置："},{"type":"toolCall","id":"call_00_k8UUmu9y4B78qx42BYHU3504","name":"exec","arguments":{"command":"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null"},"partialArgs":"{\"command\": \"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1295,"output":75,"cacheRead":22400,"cacheWrite":0,"totalTokens":23770,"cost":{"input":0.001295,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.0014449999999999999}},"stopReason":"toolUse","timestamp":1782957056757,"responseId":"3f73a1d3-3a0c-46f2-925b-47f09ea58523"},{"role":"toolResult","toolCallId":"call_00_k8UUmu9y4B78qx42BYHU3504","toolName":"exec","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x 4 yangxuan yangxuan 4096 4月 16 16:41 .\ndrwx------ 16 yangxuan yangxuan 4096 7月 2 09:45 ..\ndrwx------ 3 yangxuan yangxuan 4096 6月 25 10:27 agent\ndrwxrwxr-x 3 yangxuan yangxuan 4096 7月 2 09:12 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:{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \"===yaml===\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \"===json===\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \"===gateway===\"; ls /home/yangxuan/.openclaw/agents/front/agent/"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \\\"===yaml===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \\\"===json===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \\\"===gateway===\\\"; ls /home/yangxuan/.openclaw/agents/front/agent/\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1243,"output":160,"cacheRead":23936,"cacheWrite":0,"totalTokens":25339,"cost":{"input":0.001243,"output":0.00031999999999999997,"cacheRead":0,"cacheWrite":0,"total":0.001563}},"stopReason":"toolUse","timestamp":1782957059485,"responseId":"ff18630f-d456-4aa7-b89f-b10eade5ef89"},{"role":"toolResult","toolCallId":"call_00_5eQheBPhqP6LUJzzFJFw9624","toolName":"exec","content":[{"type":"text","text":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins"}],"details":{"status":"completed","exitCode":0,"durationMs":25,"aggregated":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins","cwd":"/home/yangxuan/.openclaw/workspace"},"isError":false,"timestamp":1782957061206},{"role":"assistant","content":[{"type":"toolCall","id":"call_00_0vOMy3z3nJeMwa4CbcqK6343","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":311,"output":69,"cacheRead":25216,"cacheWrite":0,"totalTokens":25596,"cost":{"input":0.00031099999999999997,"output":0.000138,"cacheRead":0,"cacheWrite":0,"total":0.00044899999999999996}},"stopReason":"toolUse","timestamp":1782957061209,"responseId":"e653007f-6eb2-43cf-b2ae-014b23d2ad62"},{"role":"toolResult","toolCallId":"call_00_0vOMy3z3nJeMwa4CbcqK6343","toolName":"exec","content":[{"type":"text","text":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {"}],"details":{"status":"completed","exitCode":0,"durationMs":26,"aggregated":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {","cwd":"/home/yangxuan/.openclaw/workspace"},"isError":false,"timestamp":1782957062370},{"role":"assistant","content":[{"type":"text","text":"现在通过 gateway 看有没有这个 agent 的配置："},{"type":"toolCall","id":"call_00_HA4QKSrkgmEVi8wVYAl88754","name":"exec","arguments":{"command":"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":415,"output":75,"cacheRead":25472,"cacheWrite":0,"totalTokens":25962,"cost":{"input":0.000415,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.000565}},"stopReason":"toolUse","timestamp":1782957062373,"responseId":"80f1d4da-7f8c-4233-8838-fec06398c6ef"},{"role":"toolResult","toolCallId":"call_00_HA4QKSrkgmEVi8wVYAl88754","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"details":{"status":"completed","exitCode":0,"durationMs":719,"aggregated":"","cwd":"/home/yangxuan/.openclaw/workspace"},"isError":false,"timestamp":1782957064538},{"role":"assistant","content":[{"type":"toolCall","id":"call_00_2DAlkYPGmDwKrPm46qmF9265","name":"exec","arguments":{"command":"openclaw gateway config.get --key agents 2>/dev/null; echo \"===\"; openclaw status 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get --key agents 2>/dev/null; echo \\\"===\\\"; openclaw status 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":120,"output":70,"cacheRead":25856,"cacheWrite":0,"totalTokens":26046,"cost":{"input":0.00011999999999999999,"output":0.00014,"cacheRead":0,"cacheWrite":0,"total":0.00026}},"stopReason":"toolUse","timestamp":1782957064541,"responseId":"75ed83a3-d6fa-46cf-a58e-d8711b1064b8"},{"role":"toolResult","toolCallId":"call_00_2DAlkYPGmDwKrPm46qmF9265","toolName":"exec","content":[{"type":"text","text":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep"}],"details":{"status":"completed","exitCode":0,"durationMs":2672,"aggregated":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep","cwd":"/home/yangxuan/.openclaw/workspace"},"isError":false,"timestamp":1782957068485},{"role":"assistant","content":[{"type":"text","text":"看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"totalTokens":28681,"cost":{"input":0.002542,"output":0.00031,"cacheRead":0,"cacheWrite":0,"total":0.002852}},"stopReason":"stop","timestamp":1782957068489,"responseId":"7470e6aa-c20f-4688-b39c-e3e921a7f49f"}]}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"trace.artifacts","ts":"2026-07-02T01:51:10.801Z","seq":6,"sourceSeq":6,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"capturedAt":"2026-07-02T01:51:10.801Z","finalStatus":"success","aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"usage":{"input":16715,"output":1011,"cacheRead":228608,"total":246334},"promptCache":{"lastCallUsage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"total":28681},"lastCacheTouchAt":1782957068489},"compactionCount":0,"assistantTexts":["从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**：","有 `front` 目录！让我看看它的配置：","现在通过 gateway 看有没有这个 agent 的配置：","看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"],"finalPromptText":"能看到 id 为 front 的 agent 吗？","itemLifecycle":{"startedCount":17,"completedCount":17,"activeCount":0},"toolMetas":[{"toolName":"sessions_list","meta":"front","replaySafe":true},{"toolName":"exec","meta":"show ~/.openclaw/config.yaml -> show first 100 lines → print text → show ~/.openclaw/agents.yaml -> show first 100 lines","replaySafe":false},{"toolName":"exec","meta":"find files named \"*.yaml\" in ~/.openclaw -> show first 30 lines → print text → list files in ~/.openclaw/agents/","replaySafe":false},{"toolName":"exec","meta":"list files in ~/.openclaw/agents/front/","replaySafe":false},{"toolName":"exec","meta":"show ~/.openclaw/agents/front/agent/config.yaml → print text → list files in ~/.openclaw/agents/front/sessions/","replaySafe":false},{"toolName":"exec","meta":"show ~/.openclaw/agents/front/agent/*.yaml → print text → show ~/.openclaw/agents/front/agent/*.yml → print text → show ~/.openclaw/agents/front/agent/config.* → print text → list files in ~/.openclaw/agents/front/agent/","replaySafe":false},{"toolName":"exec","meta":"show ~/.openclaw/agents/front/agent/models.json -> show first 40 lines","replaySafe":false},{"toolName":"exec","meta":"run openclaw gateway -> show first 80 lines","replaySafe":false},{"toolName":"exec","meta":"run openclaw gateway → print text → run openclaw status","replaySafe":false}],"didSendViaMessagingTool":false,"successfulCronAdds":0,"messagingToolSentTexts":[],"messagingToolSentMediaUrls":[],"messagingToolSentTargets":[]}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"session.ended","ts":"2026-07-02T01:51:10.801Z","seq":7,"sourceSeq":7,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"status":"success","aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false}} 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Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"mcporter","name":"mcporter","description":"Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"meme-maker","name":"meme-maker","description":"Search meme templates, suggest formats, and generate local or hosted image memes.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"MySQL","name":"MySQL","description":"Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"news-summary","name":"news-summary","description":"This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"node-inspect-debugger","name":"node-inspect-debugger","description":"Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"obsidian-official-cli","name":"obsidian-official-cli","description":"Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"opencode-controller","name":"opencode-controller","description":"Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"openspec","name":"openspec","description":"Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"python-debugpy","name":"python-debugpy","description":"Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"qiushi-openclaw-skills","name":"qiushi-openclaw-skills","description":"求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"requirements-analyst","name":"requirements-analyst","description":"将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"rss-ai-reader","name":"rss-ai-reader","description":"📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n\"帮我订阅\"、\"监控这个网站\"、\"每天推送新闻\"、RSS/Atom feed 相关。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"spike","name":"spike","description":"Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"sql-toolkit","name":"sql-toolkit","description":"Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tmux","name":"tmux","description":"Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"using-superpowers","name":"using-superpowers","description":"Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather and forecasts (no API key required).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"web-search","name":"web-search","description":"This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nIf a skill's differs from a previous turn, re-read its SKILL.md before using it.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n\n \n baidu-text-translate\n Use this skill whenever you need to translate text with the trans-cli tool (Baidu Translation AI API). Covers JSON output contract, Baidu-specific language codes (jp/kor/fra/spa/ara — not ISO defaults), exit code semantics, error decision tree, first-time API key setup, QUOTA_EXCEEDED / AUTH_FAILED recovery, environment self-diagnosis via `trans doctor`, and listing supported languages via `trans languages`. Trigger on any of: running `trans text`, shell pipelines with translation, trans-cli errors, API key configuration, `trans doctor` checks, or looking up language codes.\n ~/.openclaw/workspace/skills/baidu-text-translate/SKILL.md\n sha256:4157f3a14f706f1e\n \n \n clawhub\n Search ClawHub for skills when a requested capability is not already available; install, verify, update, publish, or sync skills.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/clawhub/SKILL.md\n sha256:6bb70d95cbd1a545\n \n \n Code\n Coding workflow with planning, implementation, verification, and testing for clean software development.\n ~/.openclaw/workspace/skills/openclaw-code/SKILL.md\n sha256:f09694134cc55cc0\n \n \n database-admin\n Comprehensive database administration, schema management, data operations, and optimization. Use when Codex needs to: (1) Create or modify database tables with proper indexing, (2) Perform bulk data insertions with type safety and constraint handling, (3) Execute complex queries with JOINs, aggregations, and subqueries, (4) Optimize query performance through indexing and execution plan analysis, (5) Manage database backups, restores, and migrations, (6) Handle special data types (BIGINT, UUID, JSONB, enums), (7) Implement transactional safety with ACID compliance, or (8) Debug and resolve database errors including constraint violations, type mismatches, and foreign key issues\n ~/.openclaw/workspace/skills/database-admin/SKILL.md\n sha256:7649e43727f2fb8b\n \n \n database-schema-designer\n Database Schema Designer\n ~/.openclaw/workspace/skills/database-schema-designer/SKILL.md\n sha256:3f2282ec8135dfdf\n \n \n db-query\n Query project databases with automatic SSH tunnel management. Use when you need to execute SQL queries against configured databases, especially those accessible only via SSH tunnels. Automatically manages SSH connection lifecycle (establishes tunnel before query, closes after). Supports multiple databases distinguished by description/name from config file.\n ~/.openclaw/workspace/skills/db-query/SKILL.md\n sha256:eaffe1e617f2b8f2\n \n \n db-schema\n Generate database schemas, migrations, and ERD diagrams from plain English descriptions — supports PostgreSQL, MySQL, SQLite, and MongoDB with proper indexes and constraints.\n ~/.openclaw/workspace/skills/db-schema-gen/SKILL.md\n sha256:c511ce8bb306f227\n \n \n deep-research-pro\n Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.\n ~/.openclaw/workspace/skills/deep-research-pro/SKILL.md\n sha256:a780f8bbec442198\n \n \n diagram-maker\n Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker/SKILL.md\n sha256:6195e03fcb04a1a6\n \n \n docker-essentials\n Essential Docker commands and workflows for container management, image operations, and debugging.\n ~/.openclaw/workspace/skills/docker-essentials/SKILL.md\n sha256:bf8120febd5275b0\n \n \n dws\n 管理钉钉产品能力(AI表格/日历/通讯录/群聊与机器人/待办/审批/考勤/日志/DING消息/开放平台文档/钉钉文档/钉钉云盘/AI听记/邮箱/在线电子表格/知识库等)。当用户需要操作表格数据、管理日程会议、查询通讯录、管理群聊、机器人发消息、创建待办、提交审批、查看考勤、提交日报周报（钉钉日志模版）、读写钉钉文档、上传下载云盘文件、查询听记纪要、收发邮件、读写在线电子表格(axls)、管理钉钉知识库时使用。\n ~/.agents/skills/dws/SKILL.md\n sha256:25f131a2e41eeeca\n \n \n gh-issues\n Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues/SKILL.md\n sha256:e7a64973e1862117\n \n \n github\n GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github/SKILL.md\n sha256:46f3610b1668c284\n \n \n healthcheck\n Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck/SKILL.md\n sha256:518ec6e0482cf1c7\n \n \n humanizer\n Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive "Signs of AI writing" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases.\n ~/.openclaw/workspace/skills/humanizer/SKILL.md\n sha256:d7ce483d368e4301\n \n \n imap-smtp-email\n Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts. Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.\n ~/.openclaw/workspace/skills/imap-smtp-email/SKILL.md\n sha256:01345a894f2863a4\n \n \n mcporter\n Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.\n ~/.openclaw/workspace/skills/mcporter/SKILL.md\n sha256:475253164a0cca24\n \n \n meme-maker\n Search meme templates, suggest formats, and generate local or hosted image memes.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md\n sha256:8b8832f9f0f58b16\n \n \n multi-search-engine\n Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.\n ~/.openclaw/workspace/skills/multi-search-engine/SKILL.md\n sha256:ef2d2706e82ad0fc\n \n \n MySQL\n Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.\n ~/.openclaw/workspace/skills/MySQL/SKILL.md\n sha256:97003e1d9502f459\n \n \n news-summary\n This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.\n ~/.openclaw/workspace/skills/news-summary/SKILL.md\n sha256:1b4c45b56f567567\n \n \n node-connect\n Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md\n sha256:cc39026fd84e5cfa\n \n \n node-inspect-debugger\n Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md\n sha256:50d2f6828eaf4bbf\n \n \n obsidian-official-cli\n Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.\n ~/.openclaw/workspace/skills/obsidian-official-cli/SKILL.md\n sha256:d9c66873957818a1\n \n \n opencode-controller\n Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.\n ~/.openclaw/workspace/skills/opencode-controller/SKILL.md\n sha256:6535df08ba8b0bbc\n \n \n openspec\n Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.\n ~/.openclaw/workspace/skills/openspec/SKILL.md\n sha256:720f832d1879e281\n \n \n python-debugpy\n Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md\n sha256:bfb1891204b67260\n \n \n qiushi-openclaw-skills\n 求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。\n ~/.openclaw/workspace/skills/qiushi-openclaw-skill/SKILL.md\n sha256:b21d933b7f61584d\n \n \n requirements-analyst\n 将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。\n ~/.openclaw/workspace/skills/requirements-analyst/SKILL.md\n sha256:f766e6b7b585e7e8\n \n \n rss-ai-reader\n 📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n"帮我订阅"、"监控这个网站"、"每天推送新闻"、RSS/Atom feed 相关。\n ~/.openclaw/workspace/skills/rss-ai-reader/SKILL.md\n sha256:0abcc8438f644cdb\n \n \n skill-creator\n Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md\n sha256:9e971bac63ad787f\n \n \n spike\n Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md\n sha256:1258cde2d0e53267\n \n \n sql-toolkit\n Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.\n ~/.openclaw/workspace/skills/sql-toolkit/SKILL.md\n sha256:515ecf904449a3cd\n \n \n taskflow\n Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md\n sha256:d8b6a48d329aef0a\n \n \n taskflow-inbox-triage\n Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md\n sha256:1fe28cd924d8ae2d\n \n \n tmux\n Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md\n sha256:98b6b8392ec57e11\n \n \n using-superpowers\n Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n ~/.openclaw/workspace/skills/using-superpowers/SKILL.md\n sha256:81d921b16502091f\n \n \n video-frames\n Extract frames or short clips from videos using ffmpeg.\n ~/.openclaw/workspace/skills/video-frames/SKILL.md\n sha256:7e24245498aca878\n \n \n weather\n Get current weather and forecasts (no API key required).\n ~/.openclaw/workspace/skills/weather/SKILL.md\n sha256:1ca0c8d768ad603e\n \n \n web-search\n This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.\n ~/.openclaw/workspace/skills/web-search/SKILL.md\n sha256:6f4c4e7b17dc89ae\n 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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"context.compiled","ts":"2026-07-02T01:52:25.627Z","seq":3,"sourceSeq":10,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"d3aa3ccd-860a-4763-bfda-08cfda823412","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":38144,"limitChars":32768},"prompt":"改名为frontend 是不是更合适","messages":[{"role":"user","content":"能看到 id 为 front 的 agent 吗？","timestamp":1782957050150,"idempotencyKey":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017:user"},{"role":"assistant","content":[{"type":"toolCall","id":"call000z9XJvg2le3mFrbPPRxQ7120","name":"sessions_list","arguments":{"agentId":"front"},"partialArgs":"{\"agentId\": \"front\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":10294,"output":45,"cacheRead":11776,"cacheWrite":0,"totalTokens":22115,"cost":{"input":0.010294,"output":0.00008999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.010384}},"stopReason":"toolUse","timestamp":1782957050715,"responseId":"626f12a8-d4cc-4d72-b8ae-f22ac9321b7e"},{"role":"toolResult","toolCallId":"call000z9XJvg2le3mFrbPPRxQ7120","toolName":"sessions_list","content":[{"type":"text","text":"{\n \"count\": 0,\n \"sessions\": [],\n \"visibility\": {\n \"mode\": \"tree\",\n \"restricted\": true,\n \"warning\": \"Session visibility is restricted (effective tools.sessions.visibility=tree). Results may omit sessions outside the current scope. The count field reflects only sessions within the current scope.\"\n }\n}"}],"isError":false,"timestamp":1782957052632},{"role":"assistant","content":[{"type":"text","text":"从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**："},{"type":"toolCall","id":"call00MvS68Z8ukHsZvtgSYlo53319","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \"---\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \\\"---\\\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":185,"output":159,"cacheRead":22016,"cacheWrite":0,"totalTokens":22360,"cost":{"input":0.000185,"output":0.000318,"cacheRead":0,"cacheWrite":0,"total":0.000503}},"stopReason":"toolUse","timestamp":1782957052642,"responseId":"fbe35b56-f7e7-45b1-8d7e-7bc6ab2dedf0"},{"role":"toolResult","toolCallId":"call00MvS68Z8ukHsZvtgSYlo53319","toolName":"exec","content":[{"type":"text","text":"---"}],"isError":false,"timestamp":1782957055408},{"role":"assistant","content":[{"type":"toolCall","id":"call00dXFlsfkkM4sY3zrnmzzu3478","name":"exec","arguments":{"command":"find /home/yangxuan/.openclaw -name \"*.yaml\" -o -name \"*.yml\" -o -name \"*.json\" 2>/dev/null | head -30; echo \"===\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null"},"partialArgs":"{\"command\": \"find /home/yangxuan/.openclaw -name \\\"*.yaml\\\" -o -name \\\"*.yml\\\" -o -name \\\"*.json\\\" 2>/dev/null | head -30; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":101,"output":109,"cacheRead":22272,"cacheWrite":0,"totalTokens":22482,"cost":{"input":0.000101,"output":0.00021799999999999999,"cacheRead":0,"cacheWrite":0,"total":0.000319}},"stopReason":"toolUse","timestamp":1782957055411,"responseId":"2fd5ba61-f3a8-4879-b4a0-9a10b51a07c7"},{"role":"toolResult","toolCallId":"call00dXFlsfkkM4sY3zrnmzzu3478","toolName":"exec","content":[{"type":"text","text":"/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/metadata.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/config.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-translator-agent-107bc5c0/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/devices/pending.json\n/home/yangxuan/.openclaw/devices/paired.json\n/home/yangxuan/.openclaw/exec-approvals.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/.package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/npm-shrinkwrap.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/package.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/openclaw.plugin.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/delayed-stream/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/es-object-atoms/.github/FUNDING.yml\n===\nbackend\nbt\nfront\nmain\nplanner\nresume\nstorage\ntravel\nusb\nwit-dmp\nwit-erp\nwit-md\nyudao\nyudao-mall-uniapp"}],"isError":false,"timestamp":1782957056754},{"role":"assistant","content":[{"type":"text","text":"有 `front` 目录！让我看看它的配置："},{"type":"toolCall","id":"call00k8UUmu9y4B78qx42BYHU3504","name":"exec","arguments":{"command":"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null"},"partialArgs":"{\"command\": \"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1295,"output":75,"cacheRead":22400,"cacheWrite":0,"totalTokens":23770,"cost":{"input":0.001295,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.0014449999999999999}},"stopReason":"toolUse","timestamp":1782957056757,"responseId":"3f73a1d3-3a0c-46f2-925b-47f09ea58523"},{"role":"toolResult","toolCallId":"call00k8UUmu9y4B78qx42BYHU3504","toolName":"exec","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x 4 yangxuan yangxuan 4096 4月 16 16:41 .\ndrwx------ 16 yangxuan yangxuan 4096 7月 2 09:45 ..\ndrwx------ 3 yangxuan yangxuan 4096 6月 25 10:27 agent\ndrwxrwxr-x 3 yangxuan yangxuan 4096 7月 2 09:12 sessions"}],"isError":false,"timestamp":1782957058046},{"role":"assistant","content":[{"type":"toolCall","id":"call00X5lwD5nyPBuAjcdLs2Cm7406","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \"===\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":209,"output":94,"cacheRead":23680,"cacheWrite":0,"totalTokens":23983,"cost":{"input":0.00020899999999999998,"output":0.000188,"cacheRead":0,"cacheWrite":0,"total":0.000397}},"stopReason":"toolUse","timestamp":1782957058049,"responseId":"53e7d9cf-13e7-4295-9d5f-f65c917c673b"},{"role":"toolResult","toolCallId":"call00X5lwD5nyPBuAjcdLs2Cm7406","toolName":"exec","content":[{"type":"text","text":"===\n115b63fb-7eed-4d53-a712-7737a97f67e8.checkpoint.5e5c1dca-ac0c-4d9e-83ad-182f28954de8.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.b2526095-b2d4-4cc5-963a-33bb6e23604f.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.cf2b0217-2eb6-46fc-b119-e5076698dc27.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.d4b88387-b487-4faa-9d82-a69da2d865a1.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory-path.json\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.checkpoint.fe65bbbe-ae8f-4404-b1a5-66d84b6e0532.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory-path.json\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.checkpoint.3c5ca21b-e570-4738-a74d-ce98e893c476.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory-path.json\n93a5975c-509a-43b9-890c-74cb8110f7c8.checkpoint.32394e69-f2e6-495a-8765-f2ae5e554700.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory-path.json\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.2e65c478-5117-4cad-839a-20c605c2b2e4.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.a2a26a72-dc3c-4245-a0b0-2f716a7bdd81.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.dda68639-0b66-4986-90ea-d422ddd12896.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory-path.json\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.jsonl.reset.2026-06-02T01-33-24.353Z\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory.jsonl\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory-path.json\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory-path.json\nfcda3364-e293-4fbb-9f2a-a081933fe09c.jsonl.reset.2026-07-02T01-12-09.794Z\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory.jsonl\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory-path.json\nsessions.json\nskills-prompts"}],"isError":false,"timestamp":1782957059482},{"role":"assistant","content":[{"type":"toolCall","id":"call005eQheBPhqP6LUJzzFJFw9624","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \"===yaml===\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \"===json===\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \"===gateway===\"; ls /home/yangxuan/.openclaw/agents/front/agent/"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \\\"===yaml===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \\\"===json===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \\\"===gateway===\\\"; ls /home/yangxuan/.openclaw/agents/front/agent/\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1243,"output":160,"cacheRead":23936,"cacheWrite":0,"totalTokens":25339,"cost":{"input":0.001243,"output":0.00031999999999999997,"cacheRead":0,"cacheWrite":0,"total":0.001563}},"stopReason":"toolUse","timestamp":1782957059485,"responseId":"ff18630f-d456-4aa7-b89f-b10eade5ef89"},{"role":"toolResult","toolCallId":"call005eQheBPhqP6LUJzzFJFw9624","toolName":"exec","content":[{"type":"text","text":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins"}],"isError":false,"timestamp":1782957061206},{"role":"assistant","content":[{"type":"toolCall","id":"call000vOMy3z3nJeMwa4CbcqK6343","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":311,"output":69,"cacheRead":25216,"cacheWrite":0,"totalTokens":25596,"cost":{"input":0.00031099999999999997,"output":0.000138,"cacheRead":0,"cacheWrite":0,"total":0.00044899999999999996}},"stopReason":"toolUse","timestamp":1782957061209,"responseId":"e653007f-6eb2-43cf-b2ae-014b23d2ad62"},{"role":"toolResult","toolCallId":"call000vOMy3z3nJeMwa4CbcqK6343","toolName":"exec","content":[{"type":"text","text":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {"}],"isError":false,"timestamp":1782957062370},{"role":"assistant","content":[{"type":"text","text":"现在通过 gateway 看有没有这个 agent 的配置："},{"type":"toolCall","id":"call00HA4QKSrkgmEVi8wVYAl88754","name":"exec","arguments":{"command":"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":415,"output":75,"cacheRead":25472,"cacheWrite":0,"totalTokens":25962,"cost":{"input":0.000415,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.000565}},"stopReason":"toolUse","timestamp":1782957062373,"responseId":"80f1d4da-7f8c-4233-8838-fec06398c6ef"},{"role":"toolResult","toolCallId":"call00HA4QKSrkgmEVi8wVYAl88754","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1782957064538},{"role":"assistant","content":[{"type":"toolCall","id":"call002DAlkYPGmDwKrPm46qmF9265","name":"exec","arguments":{"command":"openclaw gateway config.get --key agents 2>/dev/null; echo \"===\"; openclaw status 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get --key agents 2>/dev/null; echo \\\"===\\\"; openclaw status 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":120,"output":70,"cacheRead":25856,"cacheWrite":0,"totalTokens":26046,"cost":{"input":0.00011999999999999999,"output":0.00014,"cacheRead":0,"cacheWrite":0,"total":0.00026}},"stopReason":"toolUse","timestamp":1782957064541,"responseId":"75ed83a3-d6fa-46cf-a58e-d8711b1064b8"},{"role":"toolResult","toolCallId":"call002DAlkYPGmDwKrPm46qmF9265","toolName":"exec","content":[{"type":"text","text":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep"}],"isError":false,"timestamp":1782957068485},{"role":"assistant","content":[{"type":"text","text":"看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"totalTokens":28681,"cost":{"input":0.002542,"output":0.00031,"cacheRead":0,"cacheWrite":0,"total":0.002852}},"stopReason":"stop","timestamp":1782957068489,"responseId":"7470e6aa-c20f-4688-b39c-e3e921a7f49f"}],"tools":[{"name":"apply_patch","description":"Apply a patch to one or more files using the apply_patch format. The input should include *** Begin Patch and *** End Patch markers.","parameters":{"type":"object","required":["input"],"properties":{"input":{"type":"string","description":"Patch content using the *** Begin Patch/End Patch format."}}}},{"name":"create_goal","description":"Create a goal only when explicitly requested by the user or system instructions. Fails if a goal already exists; use user-facing goal controls to clear it.","parameters":{"type":"object","required":["objective"],"properties":{"objective":{"type":"string","description":"Concrete objective to pursue. Create only when explicitly requested."},"token_budget":{"type":"number","description":"Optional positive token budget for this goal."}}}},{"name":"cron","description":"Manage Gateway cron jobs and wake events: reminders, check-back-later, delayed follow-ups, recurring work. Do not emulate scheduling with exec sleep/process polling.\n\nMain cron => system events for heartbeat. Isolated cron => background task in `openclaw tasks`.\n\nACTIONS:\n- status: scheduler status\n- list: compact job summaries; includeDisabled true includes disabled; use get for full job details; agentId filter auto-filled from session\n- get: one job; needs jobId\n- add: create job; needs job object\n- update: patch job; needs jobId + patch\n- remove: delete job; needs jobId\n- run: run only if due by default; needs jobId; pass runMode=\"force\" to trigger now\n- runs: run history; needs jobId\n- wake: send wake event; needs text, optional mode; defaults the target to the calling session/agent. Pass top-level sessionKey/agentId to wake a different lane.\n\nJOB SCHEMA (for add action):\n{\n \"name\": \"string\",\n \"schedule\": { ... }, // required\n \"payload\": { ... }, // required\n \"delivery\": { ... }, // optional announce for isolated/current/session, webhook for any target\n \"sessionTarget\": \"main\" | \"isolated\" | \"current\" | \"session:\",\n \"enabled\": true | false // default true\n}\n\nSESSION TARGET OPTIONS:\n- \"main\": main session; requires payload.kind=\"systemEvent\"\n- \"isolated\": ephemeral isolated session; requires payload.kind=\"agentTurn\"\n- \"current\": bind current session at creation\n- \"session:\": persistent named session\n\nDEFAULTS:\n- payload.kind=\"systemEvent\" → defaults to \"main\"\n- payload.kind=\"agentTurn\" → defaults to \"isolated\"\nCurrent binding needs sessionTarget=\"current\".\n\nSCHEDULE TYPES (schedule.kind):\n- \"at\": one-shot absolute time\n { \"kind\": \"at\", \"at\": \"\" }\n- \"every\": recurring interval\n { \"kind\": \"every\", \"everyMs\": , \"anchorMs\": }\n- \"cron\": expr in supplied timezone, or Gateway host local timezone when tz omitted\n { \"kind\": \"cron\", \"expr\": \"\", \"tz\": \"\" }\n Write expr in local wall-clock time; do not convert the requested local time to UTC first.\n tz omitted => Gateway host local timezone, not UTC.\n Example 6pm Shanghai daily: { \"kind\": \"cron\", \"expr\": \"0 18 * * *\", \"tz\": \"Asia/Shanghai\" }\n\nFor \"at\", ISO timestamps without timezone are UTC.\n\nPAYLOAD TYPES (payload.kind):\n- \"systemEvent\": inject text as system event\n { \"kind\": \"systemEvent\", \"text\": \"\" }\n- \"agentTurn\": run agent with prompt; isolated/current/session only\n { \"kind\": \"agentTurn\", \"message\": \"\", \"model\": \"\", \"thinking\": \"\", \"timeoutSeconds\": }\n\nDELIVERY (top-level):\n { \"mode\": \"none|announce|webhook\", \"channel\": \"\", \"to\": \"\", \"threadId\": \"\", \"bestEffort\": }\n - isolated agentTurn default when omitted: \"announce\"\n - announce: send to chat channel; isolated/current/session only; optional channel/to\n - threadId: chat thread/topic id\n - webhook: POST finished-run event to delivery.to URL\n - Specific chat/recipient: set announce delivery.channel/to; do not call messaging tools inside run.\n\nCRITICAL CONSTRAINTS:\n- sessionTarget=\"main\" REQUIRES payload.kind=\"systemEvent\"\n- sessionTarget=\"isolated\" | \"current\" | \"session:xxx\" REQUIRES payload.kind=\"agentTurn\"\n- Webhook: delivery.mode=\"webhook\" and delivery.to URL.\nDefault: prefer isolated agentTurn jobs unless the user explicitly wants current-session binding.\n\nRESTRICTED CRON RUNS:\n- Some isolated cron runs get narrow self-cleanup grant: status/list self-only, get/runs current job only, mutation only remove current job.\n\nWAKE MODES (for wake action):\n- \"next-heartbeat\" default: wake next heartbeat\n- \"now\": wake immediately\n\nUse jobId canonical; id accepted compat. contextMessages (0-10) adds previous messages as job context.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"gatewayUrl":{"type":"string"},"timeoutMs":{"type":"integer","minimum":1},"includeDisabled":{"type":"boolean"},"job":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"jobId":{"type":"string"},"id":{"type":"string"},"patch":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"additionalProperties":true},"text":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"runMode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Run mode for action=\"run\": omitted defaults to \"due\"; use \"force\" to trigger now."},"contextMessages":{"type":"integer","minimum":0,"maximum":10},"agentId":{"type":"string","description":"List filter for `action: \"list\"`; wake target override for `action: \"wake\"` (defaults to the calling agent when omitted on wake)"},"sessionKey":{"type":"string","description":"Wake target override for `action: \"wake\"`: route the event to the named session rather than the calling agent's current session. Defaults to the resolved calling-session key when omitted."}},"additionalProperties":true}},{"name":"edit","description":"Edit a single file using exact text replacement. Every edits[].oldText must match a unique, non-overlapping region of the original file. If two changes affect the same block or nearby lines, merge them into one edit instead of emitting overlapping edits. Do not include large unchanged regions just to connect distant changes.","parameters":{"type":"object","required":["path","edits"],"properties":{"path":{"type":"string","description":"Path to the file to edit (relative or absolute)"},"edits":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"One or more targeted replacements. Each edit is matched against the original file, not incrementally. Do not include overlapping or nested edits. If two changes touch the same block or nearby lines, merge them into one edit instead."}},"additionalProperties":false}},{"name":"exec","description":"Execute shell commands with background continuation for work that starts now. Use yieldMs/background to continue later via process tool. For long-running work started now, rely on automatic completion wake when it is enabled and the command emits output or fails; otherwise use process to confirm completion. Use process whenever you need logs, status, input, or intervention. Do not use exec sleep or delay loops for reminders or deferred follow-ups; use cron instead. Use pty=true for TTY-required commands (terminal UIs, coding agents).","parameters":{"type":"object","required":["command"],"properties":{"command":{"type":"string","description":"Shell command to execute"},"workdir":{"type":"string","description":"Working directory (defaults to cwd)"},"env":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"yieldMs":{"type":"number","description":"Milliseconds to wait before backgrounding (default 10000)"},"background":{"type":"boolean","description":"Run in background immediately"},"timeout":{"type":"number","description":"Timeout in seconds (optional, kills process on expiry)"},"pty":{"type":"boolean","description":"Run in a pseudo-terminal (PTY) when available (TTY-required CLIs, coding agents)"},"elevated":{"type":"boolean","description":"Run on the host with elevated permissions (if allowed)"},"host":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Exec host/target (auto|sandbox|gateway|node)."},"security":{"type":"string","description":"Ignored for normal calls; exec security is set by tools.exec.security and host approvals."},"ask":{"type":"string","description":"Baseline ask comes from tools.exec.ask and host approvals; channel-origin calls ignore per-call ask when effective host ask is off."},"node":{"type":"string","description":"Node id/name for host=node."}}}},{"name":"get_goal","description":"Get the current goal for this thread, including status and token usage.","parameters":{"type":"object","properties":{}}},{"name":"image","description":"Analyze images with available vision model. Use image for one path/URL, images for max 20. Prompt says what to inspect.","parameters":{"type":"object","properties":{"prompt":{"type":"string"},"image":{"type":"string","description":"One image path/URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Image paths/URLs; maxImages default 20."},"model":{"type":"string"},"maxBytesMb":{"type":"number","exclusiveMinimum":0},"maxImages":{"type":"integer","minimum":1}}}},{"name":"image_generate","description":"Create/edit images. Session chats: background task; do not call image_generate again for same request; wait completion, then report through the current visible-reply contract with generated media attached using structured media fields. Transparent: outputFormat=\"png\" or \"webp\" + background=\"transparent\"; OpenAI also supports openai.background and routes default model to gpt-image-1.5. Use action=\"list\" for providers/models/readiness/auth, \"status\" for active task.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"\"generate\" default, \"status\" active task, \"list\" providers/models."},"prompt":{"type":"string","description":"Image prompt."},"image":{"type":"string","description":"Reference image path/URL for edit."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference images for edit or style reference; max 10."},"model":{"type":"string","description":"Provider/model override, e.g. openai/gpt-image-2; transparent OpenAI: openai/gpt-image-1.5."},"filename":{"type":"string","description":"Output filename hint; basename preserved in managed media dir."},"size":{"type":"string","description":"Size hint: 1024x1024, 1536x1024, 1024x1536, 2048x2048, 3840x2160."},"aspectRatio":{"type":"string","description":"Aspect ratio: 1:1, 2:3, 3:2, 2.35:1, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9, 4:1, 1:4, 8:1, 1:8."},"resolution":{"type":"string","description":"Resolution: 1K, 2K, 4K; useful for Google."},"quality":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Quality: low, medium, high, auto."},"outputFormat":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Output format: png, jpeg, webp."},"background":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Background: transparent, opaque, auto. Transparent needs png/webp output."},"openai":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"fal":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"count":{"type":"integer","description":"Image count 1-4.","minimum":1,"maximum":4},"timeoutMs":{"type":"integer","description":"Provider timeout ms (300000 tends to be a safe amount).","minimum":1}}}},{"name":"memory_get","description":"Safe exact excerpt read from MEMORY.md or memory/*.md. Defaults to a bounded excerpt when lines are omitted, includes truncation/continuation info when more content exists, and `corpus=wiki` reads from registered compiled-wiki supplements.","parameters":{"type":"object","properties":{"path":{"type":"string"},"from":{"type":"integer","minimum":1},"lines":{"type":"integer","minimum":1},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["path"],"additionalProperties":false}},{"name":"memory_search","description":"Mandatory recall step: semantically search MEMORY.md + memory/*.md (and optional session transcripts) before answering questions about prior work, decisions, dates, people, preferences, or todos. Optional `corpus=wiki` or `corpus=all` also searches registered compiled-wiki supplements. `corpus=memory` restricts hits to indexed memory files (excludes session transcript chunks from ranking). `corpus=sessions` restricts hits to indexed session transcripts (same visibility rules as session history tools). If response has disabled=true, memory retrieval is unavailable and should be surfaced to the user.","parameters":{"type":"object","properties":{"query":{"type":"string"},"maxResults":{"type":"integer","minimum":1},"minScore":{"type":"number"},"corpus":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}},"required":["query"],"additionalProperties":false}},{"name":"process","description":"Manage running exec sessions for commands already started: list, poll, log, write, send-keys, submit, paste, kill. Use poll/log when you need status, logs, quiet-success confirmation, or completion confirmation when automatic completion wake is unavailable. Use poll/log also for input-wait hints. Use write/send-keys/submit/paste/kill for input or intervention. Do not use process polling to emulate timers or reminders; use cron for scheduled follow-ups.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","description":"Process action (list|poll|log|write|send-keys|submit|paste|kill|clear|remove)"},"sessionId":{"type":"string","description":"Session id for actions other than list"},"data":{"type":"string","description":"Data to write for write"},"keys":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Key tokens to send for send-keys"},"hex":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Hex bytes to send for send-keys"},"literal":{"type":"string","description":"Literal string for send-keys"},"text":{"type":"string","description":"Text to paste for paste"},"bracketed":{"type":"boolean","description":"Wrap paste in bracketed mode"},"eof":{"type":"boolean","description":"Close stdin after write"},"offset":{"type":"number","description":"Log offset"},"limit":{"type":"number","description":"Log length"},"timeout":{"type":"number","description":"For poll: wait up to this many milliseconds before returning; max 30000 ms, higher values are clamped to 30000","minimum":0}}}},{"name":"read","description":"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. For text files, output is truncated to 2000 lines or 50KB (whichever is hit first). Use offset/limit for large files. When you need the full file, continue with offset until complete.","parameters":{"type":"object","required":["path"],"properties":{"path":{"type":"string","description":"Path to the file to read (relative or absolute)"},"offset":{"type":"number","description":"Line number to start reading from (1-indexed)"},"limit":{"type":"number","description":"Maximum number of lines to read"}}}},{"name":"session_status","description":"Show /status-like card for current/visible session: model, usage, time, cost, tasks. Use `sessionKey=\"current\"` for current session; UI labels like `openclaw-tui` are not keys. `model` sets session override; `model=default` resets. Use for active model/session config questions.","parameters":{"type":"object","properties":{"sessionKey":{"type":"string"},"model":{"type":"string"}}}},{"name":"sessions_history","description":"Fetch sanitized history for visible session. Use before replying, debugging, resuming; supports limits/tool messages.","parameters":{"type":"object","required":["sessionKey"],"properties":{"sessionKey":{"type":"string"},"limit":{"type":"integer","minimum":1},"includeTools":{"type":"boolean"}}}},{"name":"sessions_list","description":"List visible sessions; filter by kind, label, agentId, search, activity. Use before sessions_history or sessions_send target selection.","parameters":{"type":"object","properties":{"kinds":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"limit":{"type":"integer","minimum":1},"activeMinutes":{"type":"integer","minimum":1},"messageLimit":{"type":"integer","minimum":0},"label":{"type":"string","minLength":1},"agentId":{"type":"string","minLength":1,"maxLength":64},"search":{"type":"string","minLength":1},"includeDerivedTitles":{"type":"boolean"},"includeLastMessage":{"type":"boolean"}}}},{"name":"sessions_send","description":"Send message to visible session by sessionKey/label, or configured agent by agentId; sessionKey wins when redundant label metadata is present. Thread-scoped chats rejected; target parent channel session. Creates missing configured-agent main session; waits for reply when available.","parameters":{"type":"object","required":["message"],"properties":{"sessionKey":{"type":"string"},"label":{"type":"string","minLength":1,"maxLength":512},"agentId":{"type":"string","minLength":1,"maxLength":64},"message":{"type":"string"},"timeoutSeconds":{"type":"integer","minimum":0}}}},{"name":"sessions_spawn","description":"Spawn clean child session; default `runtime=\"subagent\"`. `mode=\"run\"` one-shot background work. Subagents inherit parent workspace. Native subagents get task in first visible `[Subagent Task]` message. Native only: `context=\"fork\"` only when child needs current transcript; else omit or `isolated`. Use for fresh child-session work. Delegate sidecar/parallel tasks: batch file reads, multi-step searches, data collection. Avoid delegating quick lookups or single-file reads unless policy prefers delegation. After spawning, do non-overlapping work while run-mode results return.","parameters":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"taskName":{"type":"string","description":"Stable alias for later targeting; lowercase letters/digits/underscores/hyphens, starts letter."},"label":{"type":"string"},"runtime":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"agentId":{"type":"string"},"model":{"type":"string"},"thinking":{"type":"string"},"cwd":{"type":"string"},"mode":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"cleanup":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"sandbox":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"context":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Native context. Omit/\"isolated\" for clean child; \"fork\" only when child needs requester transcript."},"lightContext":{"type":"boolean","description":"Light bootstrap context; runtime=\"subagent\" only."},"attachments":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"maxItems":50},"attachAs":{"type":"object","properties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}}}}},{"name":"sessions_yield","description":"End current turn. Use after spawning subagents; results arrive as next message.","parameters":{"type":"object","properties":{"message":{"type":"string"}}}},{"name":"skill_workshop","description":"Create, update, revise, list, inspect, apply, reject, or quarantine Skill Workshop proposals when reusable procedures should be captured, improved, or explicitly approved.","parameters":{"type":"object","required":["action"],"properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"create for a new skill proposal, update for an existing skill, revise for a pending proposal, list or inspect proposals for proposal discovery, apply/reject/quarantine for explicit proposal lifecycle actions."},"proposal_id":{"type":"string","description":"Existing proposal id for action=inspect, action=revise, action=apply, action=reject, or action=quarantine."},"name":{"type":"string","description":"Skill/proposal name. Required for action=create; optional resolver for action=inspect or action=revise when proposal_id is unknown."},"query":{"type":"string","description":"Optional query for action=list."},"status":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional proposal status filter for action=list."},"limit":{"type":"integer","minimum":1,"maximum":50,"description":"Maximum proposals to return for action=list. Defaults to 20."},"description":{"type":"string","maxLength":160,"description":"Skill description for action=create, action=update, or action=revise. Keep it concise; max 160 bytes."},"skill_name":{"type":"string","description":"Existing skill name or key for action=update."},"proposal_content":{"type":"string","description":"Full proposed procedure markdown for action=create, action=update, or action=revise. It will be stored as PROPOSAL.md. Keep under configured skills.workshop.maxSkillBytes; default max is 40000 bytes."},"support_files":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Optional support files to store with the proposal."},"goal":{"type":"string","description":"Proposal or improvement goal."},"evidence":{"type":"string","description":"Short evidence or notes."},"reason":{"type":"string","description":"Optional reason for action=apply, action=reject, or action=quarantine."}},"additionalProperties":false}},{"name":"subagents","description":"List active and recent subagents for the requester session. If sessions_yield exists, use it for completion; do not poll wait loops.","parameters":{"type":"object","properties":{"action":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6}},"recentMinutes":{"type":"integer","minimum":1}}}},{"name":"update_goal","description":"Mark the current goal complete only when achieved, or blocked only after the same blocking condition recurs for at least three consecutive goal turns. Do not use blocked for ordinary difficulty or missing polish.","parameters":{"type":"object","required":["status"],"properties":{"status":{"type":"string","enum":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"complete | blocked."},"note":{"type":"string","description":"Short status note."}}}},{"name":"update_plan","description":"Update current run plan. Use for non-trivial multi-step work; keep plan current while executing. Short steps; max one `in_progress`; skip for simple one-step work.","parameters":{"type":"object","required":["plan"],"properties":{"explanation":{"type":"string","description":"Short note: what changed."},"plan":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"minItems":1,"description":"Ordered steps; max one in_progress."}}}},{"name":"video_generate","description":"Create videos. Session chats: background task; do not call video_generate again for same request; wait completion, then report through the current visible-reply contract with generated media attached using structured media fields. \"status\" checks active task. Duration may round to provider-supported value.","parameters":{"type":"object","properties":{"action":{"type":"string","description":"\"generate\" default, \"status\" active task, \"list\" providers/models."},"prompt":{"type":"string","description":"Video prompt."},"image":{"type":"string","description":"One reference image path/URL."},"images":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference images; max 9."},"imageRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"`image` + `images` roles by index after de-dupe. Values: first_frame, last_frame, reference_image; empty string leaves unset."},"video":{"type":"string","description":"One reference video path/URL."},"videos":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Reference videos; max 4."},"videoRoles":{"type":"array","items":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"`video` + `videos` roles by index after de-dupe. Value: reference_video; empty string leaves unset."},"model":{"type":"string","description":"Provider/model override, e.g. qwen/wan2.6-t2v."},"filename":{"type":"string","description":"Output filename hint; basename preserved in managed media dir."},"size":{"type":"string","description":"Size hint, e.g. 1280x720, 1920x1080."},"aspectRatio":{"type":"string","description":"Aspect ratio: 1:1, 16:9, 9:16, \"adaptive\", or provider value; unsupported normalized/ignored."},"resolution":{"type":"string","description":"Resolution: 360P, 480P, 540P, 720P, 768P, 1080P, 4K, or provider value; unsupported normalized/ignored."},"durationSeconds":{"type":"integer","description":"Target seconds; may round to nearest supported duration.","minimum":1},"audio":{"type":"boolean","description":"Generated-audio toggle."},"watermark":{"type":"boolean","description":"Watermark toggle."},"providerOptions":{"type":"object","patternProperties":{"truncated":true,"reason":"trajectory-depth-limit","limitDepth":6},"description":"Provider JSON options, e.g. {\"seed\":42}. Keys/types must match provider capabilities; mismatch skips candidate. Use action=list for accepted keys."},"timeoutMs":{"type":"integer","description":"Provider timeout ms.","minimum":1}}}},{"name":"write","description":"Write content to a file. Creates the file if it doesn't exist, overwrites if it does. Automatically creates parent directories.","parameters":{"type":"object","required":["path","content"],"properties":{"path":{"type":"string","description":"Path to the file to write (relative or absolute)"},"content":{"type":"string","description":"Content to write to the file"}}}}],"imagesCount":0,"streamStrategy":"boundary-aware:openai-completions","transport":"auto","transcriptLeafId":"8be33564"}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"prompt.submitted","ts":"2026-07-02T01:52:25.636Z","seq":4,"sourceSeq":11,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"d3aa3ccd-860a-4763-bfda-08cfda823412","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"prompt":"改名为frontend 是不是更合适","systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":38144,"limitChars":32768},"messages":[{"role":"user","content":"能看到 id 为 front 的 agent 吗？","timestamp":1782957050150,"idempotencyKey":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017:user"},{"role":"assistant","content":[{"type":"toolCall","id":"call000z9XJvg2le3mFrbPPRxQ7120","name":"sessions_list","arguments":{"agentId":"front"},"partialArgs":"{\"agentId\": \"front\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":10294,"output":45,"cacheRead":11776,"cacheWrite":0,"totalTokens":22115,"cost":{"input":0.010294,"output":0.00008999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.010384}},"stopReason":"toolUse","timestamp":1782957050715,"responseId":"626f12a8-d4cc-4d72-b8ae-f22ac9321b7e"},{"role":"toolResult","toolCallId":"call000z9XJvg2le3mFrbPPRxQ7120","toolName":"sessions_list","content":[{"type":"text","text":"{\n \"count\": 0,\n \"sessions\": [],\n \"visibility\": {\n \"mode\": \"tree\",\n \"restricted\": true,\n \"warning\": \"Session visibility is restricted (effective tools.sessions.visibility=tree). Results may omit sessions outside the current scope. The count field reflects only sessions within the current scope.\"\n }\n}"}],"isError":false,"timestamp":1782957052632},{"role":"assistant","content":[{"type":"text","text":"从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**："},{"type":"toolCall","id":"call00MvS68Z8ukHsZvtgSYlo53319","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \"---\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \\\"---\\\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":185,"output":159,"cacheRead":22016,"cacheWrite":0,"totalTokens":22360,"cost":{"input":0.000185,"output":0.000318,"cacheRead":0,"cacheWrite":0,"total":0.000503}},"stopReason":"toolUse","timestamp":1782957052642,"responseId":"fbe35b56-f7e7-45b1-8d7e-7bc6ab2dedf0"},{"role":"toolResult","toolCallId":"call00MvS68Z8ukHsZvtgSYlo53319","toolName":"exec","content":[{"type":"text","text":"---"}],"isError":false,"timestamp":1782957055408},{"role":"assistant","content":[{"type":"toolCall","id":"call00dXFlsfkkM4sY3zrnmzzu3478","name":"exec","arguments":{"command":"find /home/yangxuan/.openclaw -name \"*.yaml\" -o -name \"*.yml\" -o -name \"*.json\" 2>/dev/null | head -30; echo \"===\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null"},"partialArgs":"{\"command\": \"find /home/yangxuan/.openclaw -name \\\"*.yaml\\\" -o -name \\\"*.yml\\\" -o -name \\\"*.json\\\" 2>/dev/null | head -30; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":101,"output":109,"cacheRead":22272,"cacheWrite":0,"totalTokens":22482,"cost":{"input":0.000101,"output":0.00021799999999999999,"cacheRead":0,"cacheWrite":0,"total":0.000319}},"stopReason":"toolUse","timestamp":1782957055411,"responseId":"2fd5ba61-f3a8-4879-b4a0-9a10b51a07c7"},{"role":"toolResult","toolCallId":"call00dXFlsfkkM4sY3zrnmzzu3478","toolName":"exec","content":[{"type":"text","text":"/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/metadata.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/config.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-translator-agent-107bc5c0/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/devices/pending.json\n/home/yangxuan/.openclaw/devices/paired.json\n/home/yangxuan/.openclaw/exec-approvals.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/.package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/npm-shrinkwrap.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/package.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/openclaw.plugin.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/delayed-stream/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/es-object-atoms/.github/FUNDING.yml\n===\nbackend\nbt\nfront\nmain\nplanner\nresume\nstorage\ntravel\nusb\nwit-dmp\nwit-erp\nwit-md\nyudao\nyudao-mall-uniapp"}],"isError":false,"timestamp":1782957056754},{"role":"assistant","content":[{"type":"text","text":"有 `front` 目录！让我看看它的配置："},{"type":"toolCall","id":"call00k8UUmu9y4B78qx42BYHU3504","name":"exec","arguments":{"command":"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null"},"partialArgs":"{\"command\": \"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1295,"output":75,"cacheRead":22400,"cacheWrite":0,"totalTokens":23770,"cost":{"input":0.001295,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.0014449999999999999}},"stopReason":"toolUse","timestamp":1782957056757,"responseId":"3f73a1d3-3a0c-46f2-925b-47f09ea58523"},{"role":"toolResult","toolCallId":"call00k8UUmu9y4B78qx42BYHU3504","toolName":"exec","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x 4 yangxuan yangxuan 4096 4月 16 16:41 .\ndrwx------ 16 yangxuan yangxuan 4096 7月 2 09:45 ..\ndrwx------ 3 yangxuan yangxuan 4096 6月 25 10:27 agent\ndrwxrwxr-x 3 yangxuan yangxuan 4096 7月 2 09:12 sessions"}],"isError":false,"timestamp":1782957058046},{"role":"assistant","content":[{"type":"toolCall","id":"call00X5lwD5nyPBuAjcdLs2Cm7406","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \"===\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":209,"output":94,"cacheRead":23680,"cacheWrite":0,"totalTokens":23983,"cost":{"input":0.00020899999999999998,"output":0.000188,"cacheRead":0,"cacheWrite":0,"total":0.000397}},"stopReason":"toolUse","timestamp":1782957058049,"responseId":"53e7d9cf-13e7-4295-9d5f-f65c917c673b"},{"role":"toolResult","toolCallId":"call00X5lwD5nyPBuAjcdLs2Cm7406","toolName":"exec","content":[{"type":"text","text":"===\n115b63fb-7eed-4d53-a712-7737a97f67e8.checkpoint.5e5c1dca-ac0c-4d9e-83ad-182f28954de8.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.b2526095-b2d4-4cc5-963a-33bb6e23604f.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.cf2b0217-2eb6-46fc-b119-e5076698dc27.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.d4b88387-b487-4faa-9d82-a69da2d865a1.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory-path.json\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.checkpoint.fe65bbbe-ae8f-4404-b1a5-66d84b6e0532.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory-path.json\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.checkpoint.3c5ca21b-e570-4738-a74d-ce98e893c476.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory-path.json\n93a5975c-509a-43b9-890c-74cb8110f7c8.checkpoint.32394e69-f2e6-495a-8765-f2ae5e554700.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory-path.json\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.2e65c478-5117-4cad-839a-20c605c2b2e4.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.a2a26a72-dc3c-4245-a0b0-2f716a7bdd81.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.dda68639-0b66-4986-90ea-d422ddd12896.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory-path.json\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.jsonl.reset.2026-06-02T01-33-24.353Z\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory.jsonl\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory-path.json\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory-path.json\nfcda3364-e293-4fbb-9f2a-a081933fe09c.jsonl.reset.2026-07-02T01-12-09.794Z\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory.jsonl\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory-path.json\nsessions.json\nskills-prompts"}],"isError":false,"timestamp":1782957059482},{"role":"assistant","content":[{"type":"toolCall","id":"call005eQheBPhqP6LUJzzFJFw9624","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \"===yaml===\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \"===json===\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \"===gateway===\"; ls /home/yangxuan/.openclaw/agents/front/agent/"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \\\"===yaml===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \\\"===json===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \\\"===gateway===\\\"; ls /home/yangxuan/.openclaw/agents/front/agent/\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1243,"output":160,"cacheRead":23936,"cacheWrite":0,"totalTokens":25339,"cost":{"input":0.001243,"output":0.00031999999999999997,"cacheRead":0,"cacheWrite":0,"total":0.001563}},"stopReason":"toolUse","timestamp":1782957059485,"responseId":"ff18630f-d456-4aa7-b89f-b10eade5ef89"},{"role":"toolResult","toolCallId":"call005eQheBPhqP6LUJzzFJFw9624","toolName":"exec","content":[{"type":"text","text":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins"}],"isError":false,"timestamp":1782957061206},{"role":"assistant","content":[{"type":"toolCall","id":"call000vOMy3z3nJeMwa4CbcqK6343","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":311,"output":69,"cacheRead":25216,"cacheWrite":0,"totalTokens":25596,"cost":{"input":0.00031099999999999997,"output":0.000138,"cacheRead":0,"cacheWrite":0,"total":0.00044899999999999996}},"stopReason":"toolUse","timestamp":1782957061209,"responseId":"e653007f-6eb2-43cf-b2ae-014b23d2ad62"},{"role":"toolResult","toolCallId":"call000vOMy3z3nJeMwa4CbcqK6343","toolName":"exec","content":[{"type":"text","text":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {"}],"isError":false,"timestamp":1782957062370},{"role":"assistant","content":[{"type":"text","text":"现在通过 gateway 看有没有这个 agent 的配置："},{"type":"toolCall","id":"call00HA4QKSrkgmEVi8wVYAl88754","name":"exec","arguments":{"command":"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":415,"output":75,"cacheRead":25472,"cacheWrite":0,"totalTokens":25962,"cost":{"input":0.000415,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.000565}},"stopReason":"toolUse","timestamp":1782957062373,"responseId":"80f1d4da-7f8c-4233-8838-fec06398c6ef"},{"role":"toolResult","toolCallId":"call00HA4QKSrkgmEVi8wVYAl88754","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1782957064538},{"role":"assistant","content":[{"type":"toolCall","id":"call002DAlkYPGmDwKrPm46qmF9265","name":"exec","arguments":{"command":"openclaw gateway config.get --key agents 2>/dev/null; echo \"===\"; openclaw status 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get --key agents 2>/dev/null; echo \\\"===\\\"; openclaw status 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":120,"output":70,"cacheRead":25856,"cacheWrite":0,"totalTokens":26046,"cost":{"input":0.00011999999999999999,"output":0.00014,"cacheRead":0,"cacheWrite":0,"total":0.00026}},"stopReason":"toolUse","timestamp":1782957064541,"responseId":"75ed83a3-d6fa-46cf-a58e-d8711b1064b8"},{"role":"toolResult","toolCallId":"call002DAlkYPGmDwKrPm46qmF9265","toolName":"exec","content":[{"type":"text","text":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep"}],"isError":false,"timestamp":1782957068485},{"role":"assistant","content":[{"type":"text","text":"看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"totalTokens":28681,"cost":{"input":0.002542,"output":0.00031,"cacheRead":0,"cacheWrite":0,"total":0.002852}},"stopReason":"stop","timestamp":1782957068489,"responseId":"7470e6aa-c20f-4688-b39c-e3e921a7f49f"}],"imagesCount":0}} {"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"model.completed","ts":"2026-07-02T01:52:32.531Z","seq":5,"sourceSeq":12,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"d3aa3ccd-860a-4763-bfda-08cfda823412","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false,"timedOutDuringToolExecution":false,"promptErrorSource":null,"usage":{"input":3805,"output":515,"cacheRead":54144,"total":58464},"promptCache":{"lastCallUsage":{"input":569,"output":219,"cacheRead":28672,"cacheWrite":0,"total":29460},"lastCacheTouchAt":1782957149102},"compactionCount":0,"assistantTexts":["好问题。先看看 `front` agent 的模型配置和用途，再判断改不改名。","现在很清楚了：\n\n**`front` agent 的用途是「前端助手」**（label 就是中文），用的模型有 GPT-5.4、Qwen 3.7 Max、DeepSeek V4 Pro 等强模型，很明显是一个前端开发辅助 agent。\n\n**改名 `frontend` 的建议：** ✅ 我认为非常合适，原因如下：\n\n1. **语义更清晰** — `frontend` 直接对应「前端」，而 `front` 可能被误解为「前面/前方」的意思，不够直观\n2. **与 label「前端助手」完全匹配**\n3. **和其他 agent 命名风格一致** — 你已经有 `backend`、`storage`、`travel` 这样的全称，`front` 显得像个缩写，有点突兀\n4. **不会破坏路径** — 改的是 Gateway 配置中的 agentId，目录 `agents/front/` 可以保留（或改名），下游引用通过 agentId 关联\n\n要我现在帮你改成 `frontend` 吗？"],"finalPromptText":"改名为frontend 是不是更合适","messagesSnapshot":[{"role":"user","content":"能看到 id 为 front 的 agent 吗？","timestamp":1782957050150,"idempotencyKey":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017:user"},{"role":"assistant","content":[{"type":"toolCall","id":"call000z9XJvg2le3mFrbPPRxQ7120","name":"sessions_list","arguments":{"agentId":"front"},"partialArgs":"{\"agentId\": \"front\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":10294,"output":45,"cacheRead":11776,"cacheWrite":0,"totalTokens":22115,"cost":{"input":0.010294,"output":0.00008999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.010384}},"stopReason":"toolUse","timestamp":1782957050715,"responseId":"626f12a8-d4cc-4d72-b8ae-f22ac9321b7e"},{"role":"toolResult","toolCallId":"call000z9XJvg2le3mFrbPPRxQ7120","toolName":"sessions_list","content":[{"type":"text","text":"{\n \"count\": 0,\n \"sessions\": [],\n \"visibility\": {\n \"mode\": \"tree\",\n \"restricted\": true,\n \"warning\": \"Session visibility is restricted (effective tools.sessions.visibility=tree). Results may omit sessions outside the current scope. The count field reflects only sessions within the current scope.\"\n }\n}"}],"isError":false,"timestamp":1782957052632},{"role":"assistant","content":[{"type":"text","text":"从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**："},{"type":"toolCall","id":"call00MvS68Z8ukHsZvtgSYlo53319","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \"---\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \\\"---\\\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":185,"output":159,"cacheRead":22016,"cacheWrite":0,"totalTokens":22360,"cost":{"input":0.000185,"output":0.000318,"cacheRead":0,"cacheWrite":0,"total":0.000503}},"stopReason":"toolUse","timestamp":1782957052642,"responseId":"fbe35b56-f7e7-45b1-8d7e-7bc6ab2dedf0"},{"role":"toolResult","toolCallId":"call00MvS68Z8ukHsZvtgSYlo53319","toolName":"exec","content":[{"type":"text","text":"---"}],"isError":false,"timestamp":1782957055408},{"role":"assistant","content":[{"type":"toolCall","id":"call00dXFlsfkkM4sY3zrnmzzu3478","name":"exec","arguments":{"command":"find /home/yangxuan/.openclaw -name \"*.yaml\" -o -name \"*.yml\" -o -name \"*.json\" 2>/dev/null | head -30; echo \"===\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null"},"partialArgs":"{\"command\": \"find /home/yangxuan/.openclaw -name \\\"*.yaml\\\" -o -name \\\"*.yml\\\" -o -name \\\"*.json\\\" 2>/dev/null | head -30; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":101,"output":109,"cacheRead":22272,"cacheWrite":0,"totalTokens":22482,"cost":{"input":0.000101,"output":0.00021799999999999999,"cacheRead":0,"cacheWrite":0,"total":0.000319}},"stopReason":"toolUse","timestamp":1782957055411,"responseId":"2fd5ba61-f3a8-4879-b4a0-9a10b51a07c7"},{"role":"toolResult","toolCallId":"call00dXFlsfkkM4sY3zrnmzzu3478","toolName":"exec","content":[{"type":"text","text":"/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/database-schema-designer/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/rss-ai-reader/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/sql-toolkit/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/mcporter/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/weather/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/metadata.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/multi-search-engine/config.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/.clawhub/origin.json\n/home/yangxuan/.openclaw/sandboxes/agent-main-f331f052/skills/obsidian/_meta.json\n/home/yangxuan/.openclaw/sandboxes/agent-translator-agent-107bc5c0/.openclaw/workspace-state.json\n/home/yangxuan/.openclaw/devices/pending.json\n/home/yangxuan/.openclaw/devices/paired.json\n/home/yangxuan/.openclaw/exec-approvals.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/.package-lock.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/npm-shrinkwrap.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/package.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/node_modules/@openclaw/deepseek-provider/openclaw.plugin.json\n/home/yangxuan/.openclaw/npm/projects/openclaw-deepseek-provider-2481ed984b__openclaw-generation__openclaw-deepseek-provider-2026.6.11-openclaw-deep-25840a7ddc/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/package-lock.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/delayed-stream/package.json\n/home/yangxuan/.openclaw/npm/projects/smartezviz-ezviz-343fecee86/node_modules/es-object-atoms/.github/FUNDING.yml\n===\nbackend\nbt\nfront\nmain\nplanner\nresume\nstorage\ntravel\nusb\nwit-dmp\nwit-erp\nwit-md\nyudao\nyudao-mall-uniapp"}],"isError":false,"timestamp":1782957056754},{"role":"assistant","content":[{"type":"text","text":"有 `front` 目录！让我看看它的配置："},{"type":"toolCall","id":"call00k8UUmu9y4B78qx42BYHU3504","name":"exec","arguments":{"command":"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null"},"partialArgs":"{\"command\": \"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1295,"output":75,"cacheRead":22400,"cacheWrite":0,"totalTokens":23770,"cost":{"input":0.001295,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.0014449999999999999}},"stopReason":"toolUse","timestamp":1782957056757,"responseId":"3f73a1d3-3a0c-46f2-925b-47f09ea58523"},{"role":"toolResult","toolCallId":"call00k8UUmu9y4B78qx42BYHU3504","toolName":"exec","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x 4 yangxuan yangxuan 4096 4月 16 16:41 .\ndrwx------ 16 yangxuan yangxuan 4096 7月 2 09:45 ..\ndrwx------ 3 yangxuan yangxuan 4096 6月 25 10:27 agent\ndrwxrwxr-x 3 yangxuan yangxuan 4096 7月 2 09:12 sessions"}],"isError":false,"timestamp":1782957058046},{"role":"assistant","content":[{"type":"toolCall","id":"call00X5lwD5nyPBuAjcdLs2Cm7406","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \"===\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":209,"output":94,"cacheRead":23680,"cacheWrite":0,"totalTokens":23983,"cost":{"input":0.00020899999999999998,"output":0.000188,"cacheRead":0,"cacheWrite":0,"total":0.000397}},"stopReason":"toolUse","timestamp":1782957058049,"responseId":"53e7d9cf-13e7-4295-9d5f-f65c917c673b"},{"role":"toolResult","toolCallId":"call00X5lwD5nyPBuAjcdLs2Cm7406","toolName":"exec","content":[{"type":"text","text":"===\n115b63fb-7eed-4d53-a712-7737a97f67e8.checkpoint.5e5c1dca-ac0c-4d9e-83ad-182f28954de8.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.b2526095-b2d4-4cc5-963a-33bb6e23604f.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.cf2b0217-2eb6-46fc-b119-e5076698dc27.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.d4b88387-b487-4faa-9d82-a69da2d865a1.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory-path.json\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.checkpoint.fe65bbbe-ae8f-4404-b1a5-66d84b6e0532.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory-path.json\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.checkpoint.3c5ca21b-e570-4738-a74d-ce98e893c476.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory-path.json\n93a5975c-509a-43b9-890c-74cb8110f7c8.checkpoint.32394e69-f2e6-495a-8765-f2ae5e554700.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory-path.json\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.2e65c478-5117-4cad-839a-20c605c2b2e4.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.a2a26a72-dc3c-4245-a0b0-2f716a7bdd81.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.dda68639-0b66-4986-90ea-d422ddd12896.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory-path.json\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.jsonl.reset.2026-06-02T01-33-24.353Z\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory.jsonl\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory-path.json\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory-path.json\nfcda3364-e293-4fbb-9f2a-a081933fe09c.jsonl.reset.2026-07-02T01-12-09.794Z\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory.jsonl\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory-path.json\nsessions.json\nskills-prompts"}],"isError":false,"timestamp":1782957059482},{"role":"assistant","content":[{"type":"toolCall","id":"call005eQheBPhqP6LUJzzFJFw9624","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \"===yaml===\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \"===json===\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \"===gateway===\"; ls /home/yangxuan/.openclaw/agents/front/agent/"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \\\"===yaml===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \\\"===json===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \\\"===gateway===\\\"; ls /home/yangxuan/.openclaw/agents/front/agent/\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1243,"output":160,"cacheRead":23936,"cacheWrite":0,"totalTokens":25339,"cost":{"input":0.001243,"output":0.00031999999999999997,"cacheRead":0,"cacheWrite":0,"total":0.001563}},"stopReason":"toolUse","timestamp":1782957059485,"responseId":"ff18630f-d456-4aa7-b89f-b10eade5ef89"},{"role":"toolResult","toolCallId":"call005eQheBPhqP6LUJzzFJFw9624","toolName":"exec","content":[{"type":"text","text":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins"}],"isError":false,"timestamp":1782957061206},{"role":"assistant","content":[{"type":"toolCall","id":"call000vOMy3z3nJeMwa4CbcqK6343","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":311,"output":69,"cacheRead":25216,"cacheWrite":0,"totalTokens":25596,"cost":{"input":0.00031099999999999997,"output":0.000138,"cacheRead":0,"cacheWrite":0,"total":0.00044899999999999996}},"stopReason":"toolUse","timestamp":1782957061209,"responseId":"e653007f-6eb2-43cf-b2ae-014b23d2ad62"},{"role":"toolResult","toolCallId":"call000vOMy3z3nJeMwa4CbcqK6343","toolName":"exec","content":[{"type":"text","text":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {"}],"isError":false,"timestamp":1782957062370},{"role":"assistant","content":[{"type":"text","text":"现在通过 gateway 看有没有这个 agent 的配置："},{"type":"toolCall","id":"call00HA4QKSrkgmEVi8wVYAl88754","name":"exec","arguments":{"command":"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":415,"output":75,"cacheRead":25472,"cacheWrite":0,"totalTokens":25962,"cost":{"input":0.000415,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.000565}},"stopReason":"toolUse","timestamp":1782957062373,"responseId":"80f1d4da-7f8c-4233-8838-fec06398c6ef"},{"role":"toolResult","toolCallId":"call00HA4QKSrkgmEVi8wVYAl88754","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1782957064538},{"role":"assistant","content":[{"type":"toolCall","id":"call002DAlkYPGmDwKrPm46qmF9265","name":"exec","arguments":{"command":"openclaw gateway config.get --key agents 2>/dev/null; echo \"===\"; openclaw status 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get --key agents 2>/dev/null; echo \\\"===\\\"; openclaw status 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":120,"output":70,"cacheRead":25856,"cacheWrite":0,"totalTokens":26046,"cost":{"input":0.00011999999999999999,"output":0.00014,"cacheRead":0,"cacheWrite":0,"total":0.00026}},"stopReason":"toolUse","timestamp":1782957064541,"responseId":"75ed83a3-d6fa-46cf-a58e-d8711b1064b8"},{"role":"toolResult","toolCallId":"call002DAlkYPGmDwKrPm46qmF9265","toolName":"exec","content":[{"type":"text","text":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep"}],"isError":false,"timestamp":1782957068485},{"role":"assistant","content":[{"type":"text","text":"看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"totalTokens":28681,"cost":{"input":0.002542,"output":0.00031,"cacheRead":0,"cacheWrite":0,"total":0.002852}},"stopReason":"stop","timestamp":1782957068489,"responseId":"7470e6aa-c20f-4688-b39c-e3e921a7f49f"},{"role":"user","content":[{"type":"text","text":"改名为frontend 是不是更合适"}],"timestamp":1782957145639},{"role":"assistant","content":[{"type":"text","text":"好问题。先看看 `front` agent 的模型配置和用途，再判断改不改名。"},{"type":"toolCall","id":"call_00_8zvBMdpk9bvLdzWyz5IR2393","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | python3 -c \"\nimport json, sys\ndata = json.load(sys.stdin)\nfor pid, pdata in data.get('providers', {}).items():\n for m in pdata.get('models', []):\n print(f'{pid}: {m[\\\"id\\\"]} ({m.get(\\\"name\\\",\\\"?\\\")}) ctx={m.get(\\\"contextWindow\\\",\\\"?\\\")}')\n\" 2>/dev/null; echo \"===sessions_json===\"; python3 -c \"\nimport json\nwith open('/home/yangxuan/.openclaw/agents/front/sessions/sessions.json') as f:\n s = json.load(f)\nprint(json.dumps({k: {kk: vv for kk, vv in v.items() if kk in ('label','createdAt','modelId','agentId','kind')} for k,v in s.items()}, indent=2, ensure_ascii=False))\n\" 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | python3 -c \\\"\\nimport json, sys\\ndata = json.load(sys.stdin)\\nfor pid, pdata in data.get('providers', {}).items():\\n for m in pdata.get('models', []):\\n print(f'{pid}: {m[\\\\\\\"id\\\\\\\"]} ({m.get(\\\\\\\"name\\\\\\\",\\\\\\\"?\\\\\\\")}) ctx={m.get(\\\\\\\"contextWindow\\\\\\\",\\\\\\\"?\\\\\\\")}')\\n\\\" 2>/dev/null; echo \\\"===sessions_json===\\\"; python3 -c \\\"\\nimport json\\nwith open('/home/yangxuan/.openclaw/agents/front/sessions/sessions.json') as f:\\n s = json.load(f)\\nprint(json.dumps({k: {kk: vv for kk, vv in v.items() if kk in ('label','createdAt','modelId','agentId','kind')} for k,v in s.items()}, indent=2, ensure_ascii=False))\\n\\\" 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":3236,"output":296,"cacheRead":25472,"cacheWrite":0,"totalTokens":29004,"cost":{"input":0.0032359999999999997,"output":0.000592,"cacheRead":0,"cacheWrite":0,"total":0.003828}},"stopReason":"toolUse","timestamp":1782957145685,"responseId":"8f866418-7a3f-4daf-a761-b971404827ff"},{"role":"toolResult","toolCallId":"call_00_8zvBMdpk9bvLdzWyz5IR2393","toolName":"exec","content":[{"type":"text","text":"codex: gpt-5.4 (gpt-5.4) ctx=272000\ncodex: gpt-5.4-mini (GPT-5.4-Mini) ctx=272000\ncodex: gpt-5.2 (gpt-5.2) ctx=272000\nnew-api: qwen3.7-max (Qwen 3.7 Max) ctx=131072\nnew-api: deepseek-v4-pro (DeepSeek V4 Pro) ctx=131072\nnew-api: deepseek-v4-flash (DeepSeek V4 Flash) 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Supports multiple databases distinguished by description/name from config file.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/db-query/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/db-query","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/db-query","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/db-query/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"db-schema","name":"db-schema","description":"Generate database schemas, migrations, and ERD diagrams from plain English descriptions — supports PostgreSQL, MySQL, SQLite, and MongoDB with proper indexes and constraints.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/db-schema-gen/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/db-schema-gen","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/db-schema-gen","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/db-schema-gen/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"deep-research-pro","name":"deep-research-pro","description":"Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/deep-research-pro/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/deep-research-pro","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/deep-research-pro","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/deep-research-pro/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"diagram-maker","name":"diagram-maker","description":"Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"docker-essentials","name":"docker-essentials","description":"Essential Docker commands and workflows for container management, image operations, and debugging.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/docker-essentials/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/docker-essentials","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/docker-essentials","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/docker-essentials/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"dws","name":"dws","description":"管理钉钉产品能力(AI表格/日历/通讯录/群聊与机器人/待办/审批/考勤/日志/DING消息/开放平台文档/钉钉文档/钉钉云盘/AI听记/邮箱/在线电子表格/知识库等)。当用户需要操作表格数据、管理日程会议、查询通讯录、管理群聊、机器人发消息、创建待办、提交审批、查看考勤、提交日报周报（钉钉日志模版）、读写钉钉文档、上传下载云盘文件、查询听记纪要、收发邮件、读写在线电子表格(axls)、管理钉钉知识库时使用。","filePath":"~/.agents/skills/dws/SKILL.md","baseDir":"~/.agents/skills/dws","source":"agents-skills-personal","sourceInfo":{"baseDir":"~/.agents/skills/dws","origin":"top-level","path":"~/.agents/skills/dws/SKILL.md","scope":"project","source":"agents-skills-personal"},"disableModelInvocation":false,"available":true},{"id":"gh-issues","name":"gh-issues","description":"Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"github","name":"github","description":"GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"healthcheck","name":"healthcheck","description":"Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"humanizer","name":"humanizer","description":"Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive \"Signs of AI writing\" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/humanizer/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/humanizer","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/humanizer","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/humanizer/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"imap-smtp-email","name":"imap-smtp-email","description":"Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts. Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/imap-smtp-email/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"mcporter","name":"mcporter","description":"Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/mcporter/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"meme-maker","name":"meme-maker","description":"Search meme templates, suggest formats, and generate local or hosted image memes.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"multi-search-engine","name":"multi-search-engine","description":"Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/multi-search-engine/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"MySQL","name":"MySQL","description":"Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/MySQL/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"news-summary","name":"news-summary","description":"This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/news-summary/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"node-connect","name":"node-connect","description":"Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"node-inspect-debugger","name":"node-inspect-debugger","description":"Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"obsidian-official-cli","name":"obsidian-official-cli","description":"Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/obsidian-official-cli/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"opencode-controller","name":"opencode-controller","description":"Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/opencode-controller/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"openspec","name":"openspec","description":"Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/openspec","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/openspec/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"python-debugpy","name":"python-debugpy","description":"Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"qiushi-openclaw-skills","name":"qiushi-openclaw-skills","description":"求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/qiushi-openclaw-skill/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"requirements-analyst","name":"requirements-analyst","description":"将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/requirements-analyst/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"rss-ai-reader","name":"rss-ai-reader","description":"📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n\"帮我订阅\"、\"监控这个网站\"、\"每天推送新闻\"、RSS/Atom feed 相关。","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/rss-ai-reader/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"skill-creator","name":"skill-creator","description":"Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"spike","name":"spike","description":"Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"sql-toolkit","name":"sql-toolkit","description":"Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/sql-toolkit/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"taskflow","name":"taskflow","description":"Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"taskflow-inbox-triage","name":"taskflow-inbox-triage","description":"Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"tmux","name":"tmux","description":"Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.","filePath":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","source":"openclaw-bundled","sourceInfo":{"baseDir":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux","origin":"top-level","path":"~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md","scope":"project","source":"openclaw-bundled"},"disableModelInvocation":false,"available":true},{"id":"using-superpowers","name":"using-superpowers","description":"Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/using-superpowers/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"video-frames","name":"video-frames","description":"Extract frames or short clips from videos using ffmpeg.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/video-frames/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"weather","name":"weather","description":"Get current weather and forecasts (no API key required).","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/weather","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/weather/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true},{"id":"web-search","name":"web-search","description":"This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.","filePath":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","source":"openclaw-workspace","sourceInfo":{"baseDir":"$OPENCLAW_STATE_DIR/workspace/skills/web-search","origin":"top-level","path":"$OPENCLAW_STATE_DIR/workspace/skills/web-search/SKILL.md","scope":"project","source":"openclaw-workspace"},"disableModelInvocation":false,"available":true}]},"prompting":{"skillsPrompt":"\n\nThe following skills provide specialized instructions for specific tasks.\nUse the read tool to load a skill's file when the task matches its description.\nIf a skill's differs from a previous turn, re-read its SKILL.md before using it.\nWhen a skill file references a relative path, resolve it against the skill directory (parent of SKILL.md / dirname of the path) and use that absolute path in tool commands.\n\n\n \n baidu-text-translate\n Use this skill whenever you need to translate text with the trans-cli tool (Baidu Translation AI API). Covers JSON output contract, Baidu-specific language codes (jp/kor/fra/spa/ara — not ISO defaults), exit code semantics, error decision tree, first-time API key setup, QUOTA_EXCEEDED / AUTH_FAILED recovery, environment self-diagnosis via `trans doctor`, and listing supported languages via `trans languages`. Trigger on any of: running `trans text`, shell pipelines with translation, trans-cli errors, API key configuration, `trans doctor` checks, or looking up language codes.\n ~/.openclaw/workspace/skills/baidu-text-translate/SKILL.md\n sha256:4157f3a14f706f1e\n \n \n clawhub\n Search ClawHub for skills when a requested capability is not already available; install, verify, update, publish, or sync skills.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/clawhub/SKILL.md\n sha256:6bb70d95cbd1a545\n \n \n Code\n Coding workflow with planning, implementation, verification, and testing for clean software development.\n ~/.openclaw/workspace/skills/openclaw-code/SKILL.md\n sha256:f09694134cc55cc0\n \n \n database-admin\n Comprehensive database administration, schema management, data operations, and optimization. Use when Codex needs to: (1) Create or modify database tables with proper indexing, (2) Perform bulk data insertions with type safety and constraint handling, (3) Execute complex queries with JOINs, aggregations, and subqueries, (4) Optimize query performance through indexing and execution plan analysis, (5) Manage database backups, restores, and migrations, (6) Handle special data types (BIGINT, UUID, JSONB, enums), (7) Implement transactional safety with ACID compliance, or (8) Debug and resolve database errors including constraint violations, type mismatches, and foreign key issues\n ~/.openclaw/workspace/skills/database-admin/SKILL.md\n sha256:7649e43727f2fb8b\n \n \n database-schema-designer\n Database Schema Designer\n ~/.openclaw/workspace/skills/database-schema-designer/SKILL.md\n sha256:3f2282ec8135dfdf\n \n \n db-query\n Query project databases with automatic SSH tunnel management. Use when you need to execute SQL queries against configured databases, especially those accessible only via SSH tunnels. Automatically manages SSH connection lifecycle (establishes tunnel before query, closes after). Supports multiple databases distinguished by description/name from config file.\n ~/.openclaw/workspace/skills/db-query/SKILL.md\n sha256:eaffe1e617f2b8f2\n \n \n db-schema\n Generate database schemas, migrations, and ERD diagrams from plain English descriptions — supports PostgreSQL, MySQL, SQLite, and MongoDB with proper indexes and constraints.\n ~/.openclaw/workspace/skills/db-schema-gen/SKILL.md\n sha256:c511ce8bb306f227\n \n \n deep-research-pro\n Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.\n ~/.openclaw/workspace/skills/deep-research-pro/SKILL.md\n sha256:a780f8bbec442198\n \n \n diagram-maker\n Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/diagram-maker/SKILL.md\n sha256:6195e03fcb04a1a6\n \n \n docker-essentials\n Essential Docker commands and workflows for container management, image operations, and debugging.\n ~/.openclaw/workspace/skills/docker-essentials/SKILL.md\n sha256:bf8120febd5275b0\n \n \n dws\n 管理钉钉产品能力(AI表格/日历/通讯录/群聊与机器人/待办/审批/考勤/日志/DING消息/开放平台文档/钉钉文档/钉钉云盘/AI听记/邮箱/在线电子表格/知识库等)。当用户需要操作表格数据、管理日程会议、查询通讯录、管理群聊、机器人发消息、创建待办、提交审批、查看考勤、提交日报周报（钉钉日志模版）、读写钉钉文档、上传下载云盘文件、查询听记纪要、收发邮件、读写在线电子表格(axls)、管理钉钉知识库时使用。\n ~/.agents/skills/dws/SKILL.md\n sha256:25f131a2e41eeeca\n \n \n gh-issues\n Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/gh-issues/SKILL.md\n sha256:e7a64973e1862117\n \n \n github\n GitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/github/SKILL.md\n sha256:46f3610b1668c284\n \n \n healthcheck\n Audit/harden OpenClaw hosts: SSH, firewall, updates, exposure, backups, disk encryption, gateway security.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/healthcheck/SKILL.md\n sha256:518ec6e0482cf1c7\n \n \n humanizer\n Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive "Signs of AI writing" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases.\n ~/.openclaw/workspace/skills/humanizer/SKILL.md\n sha256:d7ce483d368e4301\n \n \n imap-smtp-email\n Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts. Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.\n ~/.openclaw/workspace/skills/imap-smtp-email/SKILL.md\n sha256:01345a894f2863a4\n \n \n mcporter\n Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.\n ~/.openclaw/workspace/skills/mcporter/SKILL.md\n sha256:475253164a0cca24\n \n \n meme-maker\n Search meme templates, suggest formats, and generate local or hosted image memes.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/meme-maker/SKILL.md\n sha256:8b8832f9f0f58b16\n \n \n multi-search-engine\n Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.\n ~/.openclaw/workspace/skills/multi-search-engine/SKILL.md\n sha256:ef2d2706e82ad0fc\n \n \n MySQL\n Write correct MySQL queries with proper character sets, indexing, transactions, and production patterns.\n ~/.openclaw/workspace/skills/MySQL/SKILL.md\n sha256:97003e1d9502f459\n \n \n news-summary\n This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.\n ~/.openclaw/workspace/skills/news-summary/SKILL.md\n sha256:1b4c45b56f567567\n \n \n node-connect\n Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-connect/SKILL.md\n sha256:cc39026fd84e5cfa\n \n \n node-inspect-debugger\n Debug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/node-inspect-debugger/SKILL.md\n sha256:50d2f6828eaf4bbf\n \n \n obsidian-official-cli\n Work with Obsidian vaults using the official Obsidian CLI (v1.12+). Open, search, create, move, and manage notes from the terminal. Use when working with Obsidian vaults for note management, file operations, searching content, managing tasks, properties, links, plugins, themes, sync operations, or any command-line interaction with Obsidian.\n ~/.openclaw/workspace/skills/obsidian-official-cli/SKILL.md\n sha256:d9c66873957818a1\n \n \n opencode-controller\n Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.\n ~/.openclaw/workspace/skills/opencode-controller/SKILL.md\n sha256:6535df08ba8b0bbc\n \n \n openspec\n Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.\n ~/.openclaw/workspace/skills/openspec/SKILL.md\n sha256:720f832d1879e281\n \n \n python-debugpy\n Debug Python with pdb, breakpoint(), post-mortem inspection, and debugpy remote attach.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/python-debugpy/SKILL.md\n sha256:bfb1891204b67260\n \n \n qiushi-openclaw-skills\n 求是 OpenClaw Skills 是基于毛泽东思想方法论的 AI Agent 技能集合，按照 OpenClaw 技能格式进行改造，旨在为 AI 提供系统化的思考和行动框架。\n ~/.openclaw/workspace/skills/qiushi-openclaw-skill/SKILL.md\n sha256:b21d933b7f61584d\n \n \n requirements-analyst\n 将产品需求转化为前后端可执行的技术规范，输出离线性优先的结构化文档。当用户提出产品需求、PRD、功能描述或模糊想法时自动触发。\n ~/.openclaw/workspace/skills/requirements-analyst/SKILL.md\n sha256:f766e6b7b585e7e8\n \n \n rss-ai-reader\n 📰 RSS AI 阅读器 — 自动抓取订阅、LLM生成摘要、多渠道推送！\n支持 Claude/OpenAI 生成中文摘要，推送到飞书/Telegram/Email。\n触发条件: 用户要求订阅RSS、监控博客、抓取新闻、生成摘要、设置定时抓取、\n"帮我订阅"、"监控这个网站"、"每天推送新闻"、RSS/Atom feed 相关。\n ~/.openclaw/workspace/skills/rss-ai-reader/SKILL.md\n sha256:0abcc8438f644cdb\n \n \n skill-creator\n Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/skill-creator/SKILL.md\n sha256:9e971bac63ad787f\n \n \n spike\n Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/spike/SKILL.md\n sha256:1258cde2d0e53267\n \n \n sql-toolkit\n Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.\n ~/.openclaw/workspace/skills/sql-toolkit/SKILL.md\n sha256:515ecf904449a3cd\n \n \n taskflow\n Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow/SKILL.md\n sha256:d8b6a48d329aef0a\n \n \n taskflow-inbox-triage\n Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/taskflow-inbox-triage/SKILL.md\n sha256:1fe28cd924d8ae2d\n \n \n tmux\n Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.\n ~/.nvm/versions/node/v25.2.0/lib/node_modules/openclaw/skills/tmux/SKILL.md\n sha256:98b6b8392ec57e11\n \n \n using-superpowers\n Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n ~/.openclaw/workspace/skills/using-superpowers/SKILL.md\n sha256:81d921b16502091f\n \n \n video-frames\n Extract frames or short clips from videos using ffmpeg.\n ~/.openclaw/workspace/skills/video-frames/SKILL.md\n sha256:7e24245498aca878\n \n \n weather\n Get current weather and forecasts (no API key required).\n ~/.openclaw/workspace/skills/weather/SKILL.md\n sha256:1ca0c8d768ad603e\n \n \n web-search\n This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses a self-hosted SearXNG instance to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.\n ~/.openclaw/workspace/skills/web-search/SKILL.md\n sha256:6f4c4e7b17dc89ae\n 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{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"7ac93561-6495-438a-9d4b-c8ed10d85236","source":"runtime","type":"context.compiled","ts":"2026-07-02T02:26:16.213Z","seq":3,"sourceSeq":17,"sessionId":"7ac93561-6495-438a-9d4b-c8ed10d85236","sessionKey":"agent:main:main","runId":"5f067a65-71a1-4b2a-9203-6ce24a16463d","workspaceDir":"/home/yangxuan/.openclaw/workspace","provider":"deepseek","modelId":"deepseek-v4-flash","modelApi":"openai-completions","data":{"systemPrompt":{"truncated":true,"reason":"trajectory-field-size-limit","originalChars":38144,"limitChars":32768},"prompt":"更新完毕 是不是可以docker 部署本地 gitlab 来保存 各个agent配置的版本信息 gitlab 最小化安装就行了","messages":[{"role":"user","content":"能看到 id 为 front 的 agent 吗？","timestamp":1782957050150,"idempotencyKey":"172e1ec7-e2be-4bea-9e2b-1b3d35a2d017:user"},{"role":"assistant","content":[{"type":"toolCall","id":"call000z9XJvg2le3mFrbPPRxQ7120","name":"sessions_list","arguments":{"agentId":"front"},"partialArgs":"{\"agentId\": \"front\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":10294,"output":45,"cacheRead":11776,"cacheWrite":0,"totalTokens":22115,"cost":{"input":0.010294,"output":0.00008999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.010384}},"stopReason":"toolUse","timestamp":1782957050715,"responseId":"626f12a8-d4cc-4d72-b8ae-f22ac9321b7e"},{"role":"toolResult","toolCallId":"call000z9XJvg2le3mFrbPPRxQ7120","toolName":"sessions_list","content":[{"type":"text","text":"{\n \"count\": 0,\n \"sessions\": [],\n \"visibility\": {\n \"mode\": \"tree\",\n \"restricted\": true,\n \"warning\": \"Session visibility is restricted (effective tools.sessions.visibility=tree). Results may omit sessions outside the current scope. The count field reflects only sessions within the current scope.\"\n }\n}"}],"isError":false,"timestamp":1782957052632},{"role":"assistant","content":[{"type":"text","text":"从当前会话的可见范围内，没有找到 `agentId` 为 `front` 的 agent 或会话。\n\n不过要注意，当前 visibility 是 `tree` 模式，只能看到当前 scope 内的内容。可以通过以下方式进一步排查：\n\n1. **检查配置中有没有定义过 `front` 这个 agent**："},{"type":"toolCall","id":"call00MvS68Z8ukHsZvtgSYlo53319","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \"---\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/config.yaml 2>/dev/null | head -100; echo \\\"---\\\"; cat /home/yangxuan/.openclaw/agents.yaml 2>/dev/null | head -100\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":185,"output":159,"cacheRead":22016,"cacheWrite":0,"totalTokens":22360,"cost":{"input":0.000185,"output":0.000318,"cacheRead":0,"cacheWrite":0,"total":0.000503}},"stopReason":"toolUse","timestamp":1782957052642,"responseId":"fbe35b56-f7e7-45b1-8d7e-7bc6ab2dedf0"},{"role":"toolResult","toolCallId":"call00MvS68Z8ukHsZvtgSYlo53319","toolName":"exec","content":[{"type":"text","text":"---"}],"isError":false,"timestamp":1782957055408},{"role":"assistant","content":[{"type":"toolCall","id":"call00dXFlsfkkM4sY3zrnmzzu3478","name":"exec","arguments":{"command":"find /home/yangxuan/.openclaw -name \"*.yaml\" -o -name \"*.yml\" -o -name \"*.json\" 2>/dev/null | head -30; echo \"===\"; ls /home/yangxuan/.openclaw/agents/ 2>/dev/null"},"partialArgs":"{\"command\": \"find /home/yangxuan/.openclaw -name \\\"*.yaml\\\" -o -name \\\"*.yml\\\" -o -name \\\"*.json\\\" 2>/dev/null | head -30; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/ 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`front` 目录！让我看看它的配置："},{"type":"toolCall","id":"call00k8UUmu9y4B78qx42BYHU3504","name":"exec","arguments":{"command":"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null"},"partialArgs":"{\"command\": \"ls -la /home/yangxuan/.openclaw/agents/front/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1295,"output":75,"cacheRead":22400,"cacheWrite":0,"totalTokens":23770,"cost":{"input":0.001295,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.0014449999999999999}},"stopReason":"toolUse","timestamp":1782957056757,"responseId":"3f73a1d3-3a0c-46f2-925b-47f09ea58523"},{"role":"toolResult","toolCallId":"call00k8UUmu9y4B78qx42BYHU3504","toolName":"exec","content":[{"type":"text","text":"总计 16\ndrwxr-xr-x 4 yangxuan yangxuan 4096 4月 16 16:41 .\ndrwx------ 16 yangxuan yangxuan 4096 7月 2 09:45 ..\ndrwx------ 3 yangxuan yangxuan 4096 6月 25 10:27 agent\ndrwxrwxr-x 3 yangxuan yangxuan 4096 7月 2 09:12 sessions"}],"isError":false,"timestamp":1782957058046},{"role":"assistant","content":[{"type":"toolCall","id":"call00X5lwD5nyPBuAjcdLs2Cm7406","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \"===\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/config.yaml 2>/dev/null; echo \\\"===\\\"; ls /home/yangxuan/.openclaw/agents/front/sessions/ 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":209,"output":94,"cacheRead":23680,"cacheWrite":0,"totalTokens":23983,"cost":{"input":0.00020899999999999998,"output":0.000188,"cacheRead":0,"cacheWrite":0,"total":0.000397}},"stopReason":"toolUse","timestamp":1782957058049,"responseId":"53e7d9cf-13e7-4295-9d5f-f65c917c673b"},{"role":"toolResult","toolCallId":"call00X5lwD5nyPBuAjcdLs2Cm7406","toolName":"exec","content":[{"type":"text","text":"===\n115b63fb-7eed-4d53-a712-7737a97f67e8.checkpoint.5e5c1dca-ac0c-4d9e-83ad-182f28954de8.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.b2526095-b2d4-4cc5-963a-33bb6e23604f.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.cf2b0217-2eb6-46fc-b119-e5076698dc27.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.checkpoint.d4b88387-b487-4faa-9d82-a69da2d865a1.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory.jsonl\n2cae7f8f-af8a-4c13-8d31-41adf6fb9190.trajectory-path.json\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.checkpoint.fe65bbbe-ae8f-4404-b1a5-66d84b6e0532.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory.jsonl\n2db5d8d2-bf77-4ae1-8f07-0765df863dbc.trajectory-path.json\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.checkpoint.3c5ca21b-e570-4738-a74d-ce98e893c476.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory.jsonl\n5e51fe57-b08a-4d91-bf96-eb4badaa8ce2.trajectory-path.json\n93a5975c-509a-43b9-890c-74cb8110f7c8.checkpoint.32394e69-f2e6-495a-8765-f2ae5e554700.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory.jsonl\n93a5975c-509a-43b9-890c-74cb8110f7c8.trajectory-path.json\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.2e65c478-5117-4cad-839a-20c605c2b2e4.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.a2a26a72-dc3c-4245-a0b0-2f716a7bdd81.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.checkpoint.dda68639-0b66-4986-90ea-d422ddd12896.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory.jsonl\na989c1b3-1272-406a-af5d-ba15ccf850bb.trajectory-path.json\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.jsonl.reset.2026-06-02T01-33-24.353Z\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory.jsonl\nb8ec231e-6be5-4f9e-9e11-893cc10f0092.trajectory-path.json\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory.jsonl\nd963a5c1-a97d-4e0d-8a1c-6d61ab7dd2f0.trajectory-path.json\nfcda3364-e293-4fbb-9f2a-a081933fe09c.jsonl.reset.2026-07-02T01-12-09.794Z\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory.jsonl\nfcda3364-e293-4fbb-9f2a-a081933fe09c.trajectory-path.json\nsessions.json\nskills-prompts"}],"isError":false,"timestamp":1782957059482},{"role":"assistant","content":[{"type":"toolCall","id":"call005eQheBPhqP6LUJzzFJFw9624","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \"===yaml===\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \"===json===\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \"===gateway===\"; ls /home/yangxuan/.openclaw/agents/front/agent/"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/*.yaml 2>/dev/null; echo \\\"===yaml===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/*.yml 2>/dev/null; echo \\\"===json===\\\"; cat /home/yangxuan/.openclaw/agents/front/agent/config.* 2>/dev/null; echo \\\"===gateway===\\\"; ls /home/yangxuan/.openclaw/agents/front/agent/\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":1243,"output":160,"cacheRead":23936,"cacheWrite":0,"totalTokens":25339,"cost":{"input":0.001243,"output":0.00031999999999999997,"cacheRead":0,"cacheWrite":0,"total":0.001563}},"stopReason":"toolUse","timestamp":1782957059485,"responseId":"ff18630f-d456-4aa7-b89f-b10eade5ef89"},{"role":"toolResult","toolCallId":"call005eQheBPhqP6LUJzzFJFw9624","toolName":"exec","content":[{"type":"text","text":"zsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yaml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/*.yml\nzsh:1: no matches found: /home/yangxuan/.openclaw/agents/front/agent/config.*\n===yaml===\n===json===\n===gateway===\nauth-profiles.json.sqlite-import.1781146141172.bak\nauth-state.json.sqlite-import.1781146141172.bak\nmodels.json\nopenclaw-agent.sqlite\nopenclaw-agent.sqlite.reindex-lock.sqlite\nopenclaw-agent.sqlite-shm\nopenclaw-agent.sqlite-wal\nplugins"}],"isError":false,"timestamp":1782957061206},{"role":"assistant","content":[{"type":"toolCall","id":"call000vOMy3z3nJeMwa4CbcqK6343","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | head -40\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":311,"output":69,"cacheRead":25216,"cacheWrite":0,"totalTokens":25596,"cost":{"input":0.00031099999999999997,"output":0.000138,"cacheRead":0,"cacheWrite":0,"total":0.00044899999999999996}},"stopReason":"toolUse","timestamp":1782957061209,"responseId":"e653007f-6eb2-43cf-b2ae-014b23d2ad62"},{"role":"toolResult","toolCallId":"call000vOMy3z3nJeMwa4CbcqK6343","toolName":"exec","content":[{"type":"text","text":"{\n \"providers\": {\n \"codex\": {\n \"baseUrl\": \"https://chatgpt.com/backend-api\",\n \"apiKey\": \"***\",\n \"auth\": \"token\",\n \"api\": \"openai-codex-responses\",\n \"models\": [\n {\n \"id\": \"gpt-5.4\",\n \"name\": \"gpt-5.4\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {\n \"input\": 0,\n \"output\": 0,\n \"cacheRead\": 0,\n \"cacheWrite\": 0\n },\n \"contextWindow\": 272000,\n \"maxTokens\": 128000,\n \"compat\": {\n \"supportsReasoningEffort\": true,\n \"supportsUsageInStreaming\": true\n }\n },\n {\n \"id\": \"gpt-5.4-mini\",\n \"name\": \"GPT-5.4-Mini\",\n \"api\": \"openai-codex-responses\",\n \"reasoning\": true,\n \"input\": [\n \"text\",\n \"image\"\n ],\n \"cost\": {"}],"isError":false,"timestamp":1782957062370},{"role":"assistant","content":[{"type":"text","text":"现在通过 gateway 看有没有这个 agent 的配置："},{"type":"toolCall","id":"call00HA4QKSrkgmEVi8wVYAl88754","name":"exec","arguments":{"command":"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"openclaw gateway config.schema.lookup --key 'agents' 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":415,"output":75,"cacheRead":25472,"cacheWrite":0,"totalTokens":25962,"cost":{"input":0.000415,"output":0.00015,"cacheRead":0,"cacheWrite":0,"total":0.000565}},"stopReason":"toolUse","timestamp":1782957062373,"responseId":"80f1d4da-7f8c-4233-8838-fec06398c6ef"},{"role":"toolResult","toolCallId":"call00HA4QKSrkgmEVi8wVYAl88754","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1782957064538},{"role":"assistant","content":[{"type":"toolCall","id":"call002DAlkYPGmDwKrPm46qmF9265","name":"exec","arguments":{"command":"openclaw gateway config.get --key agents 2>/dev/null; echo \"===\"; openclaw status 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get --key agents 2>/dev/null; echo \\\"===\\\"; openclaw status 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":120,"output":70,"cacheRead":25856,"cacheWrite":0,"totalTokens":26046,"cost":{"input":0.00011999999999999999,"output":0.00014,"cacheRead":0,"cacheWrite":0,"total":0.00026}},"stopReason":"toolUse","timestamp":1782957064541,"responseId":"75ed83a3-d6fa-46cf-a58e-d8711b1064b8"},{"role":"toolResult","toolCallId":"call002DAlkYPGmDwKrPm46qmF9265","toolName":"exec","content":[{"type":"text","text":"===\n│\n◇ Doctor warnings ──────────────────────────────────────────────────────╮\n│ │\n│ - Left legacy config health state in place because 1 entry conflicts │\n│ with shared SQLite state: │\n│ /home/yangxuan/.openclaw/logs/config-health.json │\n│ │\n├────────────────────────────────────────────────────────────────────────╯\nOpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item │ Value │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS │ linux 6.6.87.2-microsoft-standard-WSL2 (x64) · node 25.2.0 │\n│ Dashboard │ http://127.0.0.1:18789/ │\n│ Tailscale exposure │ serve · xuan-pc-nj-wsl.baiji-algieba.ts.net · https://xuan-pc-nj-wsl.baiji-algieba.ts.net │\n│ Channel │ stable (default) │\n│ Update │ npm · deps ok │\n│ Gateway │ local · ws://127.0.0.1:18789 (local loopback) · reachable 39ms · auth token+password · xuan- │\n│ │ pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway self │ xuan-pc-nj (172.25.209.177) app 2026.6.11 linux 6.6.87.2-microsoft-standard-WSL2 │\n│ Gateway service │ systemd user installed · enabled · running (pid 429197, state active) │\n│ Node service │ systemd user not installed │\n│ Agents │ 7 · no workspaces bootstrapping · sessions 18 · default main active just now │\n│ Update restart │ restart pending health verification · run openclaw gateway status --deep · 53m ago │\n│ Memory │ enabled (plugin memory-core) · not checked │\n│ Plugin compatibility │ none │\n│ Probes │ skipped (use --deep) │\n│ Events │ none │\n│ Tasks │ 0 active · 0 queued · 0 running · no issues · audit clean · 6 tracked │\n│ Heartbeat │ 30m (main), disabled (backend), disabled (front), disabled (planner), disabled (resume), │\n│ │ disabled (storage), disabled (travel) │\n│ Sessions │ 18 active · default deepseek-v4-flash (131k ctx) · 7 stores │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel │ Enabled │ State │ Detail │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ ezviz │ ON │ SETUP │ configured; status unavailable in fast mode │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌─────┬──────────┬─────────┬─────────────────────────────────────────┬───────────────┬─────────────────────────────────┐\n│ Key │ Kind │ Age │ Model │ Runtime │ Tokens │\n├─────┼──────────┼─────────┼─────────────────────────────────────────┼───────────────┼─────────────────────────────────┤\n│ age │ direct │ just │ deepseek-v4-flash │ OpenClaw │ 0/1.0m (0%) │\n│ nt: │ │ now │ │ Default │ │\n│ mai │ │ │ │ │ │\n│ n:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 24m ago │ deepseek-v4-flash │ OpenClaw │ 19k/1.0m (2%) · 🗄️ 7% cached │\n│ nt: │ │ │ │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n│ age │ direct │ 39m ago │ deepseek-v4-flash │ OpenClaw │ 0/131k (0%) │\n│ nt: │ │ │ │ Default │ │\n│ fro │ │ │ │ │ │\n│ nt: │ │ │ │ │ │\n│ mai │ │ │ │ │ │\n│ n │ │ │ │ │ │\n│ age │ cron │ 3d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 15k/66k (23%) │\n│ nt: │ │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:c │ │ │ │ │ │\n│ ron │ │ │ │ │ │\n│ :b7 │ │ │ │ │ │\n│ af5 │ │ │ │ │ │\n│ 135 │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ 1e3 │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ spawn- │ 5d ago │ huihui_ai/glm-4.7-flash- │ OpenClaw │ 69k/66k (105%) │\n│ nt: │ child │ │ abliterated:latest │ Default │ │\n│ sto │ │ │ │ │ │\n│ rag │ │ │ │ │ │\n│ e:s │ │ │ │ │ │\n│ uba │ │ │ │ │ │\n│ gen │ │ │ │ │ │\n│ t:6 │ │ │ │ │ │\n│ 6e4 │ │ │ │ │ │\n│ 312 │ │ │ │ │ │\n│ a… │ │ │ │ │ │\n│ age │ direct │ 6d ago │ deepseek-v4-flash │ OpenClaw │ 27k/131k (21%) · 🗄️ 52% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ 23k/131k (17%) · 🗄️ 90% cached │\n│ nt: │ │ │ │ Default │ │\n│ res │ │ │ │ │ │\n│ ume │ │ │ │ │ │\n│ :di │ │ │ │ │ │\n│ ngt │ │ │ │ │ │\n│ alk │ │ │ │ │ │\n│ - │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ … │ │ │ │ │ │\n│ age │ direct │ 14d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:d │ │ │ │ │ │\n│ ing │ │ │ │ │ │\n│ tal │ │ │ │ │ │\n│ k- │ │ │ │ │ │\n│ con │ │ │ │ │ │\n│ nec │ │ │ │ │ │\n│ tor │ │ │ │ │ │\n│ :d… │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ unknown/131k (?%) · 🗄️ 100% │\n│ nt: │ │ │ │ Default │ cached │\n│ req │ │ │ │ │ │\n│ uir │ │ │ │ │ │\n│ eme │ │ │ │ │ │\n│ nts │ │ │ │ │ │\n│ :ma │ │ │ │ │ │\n│ in │ │ │ │ │ │\n│ age │ direct │ 16d ago │ deepseek-v4-flash │ OpenClaw │ 25k/131k (19%) · 🗄️ 77% cached │\n│ nt: │ │ │ │ Default │ │\n│ jav │ │ │ │ │ │\n│ a:m │ │ │ │ │ │\n│ ain │ │ │ │ │ │\n└─────┴──────────┴─────────┴─────────────────────────────────────────┴───────────────┴─────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n Need to share? openclaw status --all\n Need to debug live? openclaw logs --follow\n Need to test channels? openclaw status --deep"}],"isError":false,"timestamp":1782957068485},{"role":"assistant","content":[{"type":"text","text":"看到了！根据 `openclaw status` 的输出：\n\n**是的，`front` agent 确实存在！** 它是 7 个 agents 之一，目前有会话（`agent:front:main`，39 分钟前活跃），但心跳是 **disabled** 状态。\n\n不过从我的当前会话 scope（`agent:main:main`）看过去，由于 visibility 限制为 `tree` 模式，我无法直接看到它的会话内容或与之交互。\n\n要我帮你做什么吗？比如：\n- 查一下 `front` agent 的详细配置\n- 看看它之前跑过的轨迹（trajectory）\n- 或者通过 `sessions_send` 试着给它发消息（如果权限允许的话）"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":2542,"output":155,"cacheRead":25984,"cacheWrite":0,"totalTokens":28681,"cost":{"input":0.002542,"output":0.00031,"cacheRead":0,"cacheWrite":0,"total":0.002852}},"stopReason":"stop","timestamp":1782957068489,"responseId":"7470e6aa-c20f-4688-b39c-e3e921a7f49f"},{"role":"user","content":"改名为frontend 是不是更合适","timestamp":1782957145448,"idempotencyKey":"d3aa3ccd-860a-4763-bfda-08cfda823412:user"},{"role":"assistant","content":[{"type":"text","text":"好问题。先看看 `front` agent 的模型配置和用途，再判断改不改名。"},{"type":"toolCall","id":"call008zvBMdpk9bvLdzWyz5IR2393","name":"exec","arguments":{"command":"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | python3 -c \"\nimport json, sys\ndata = json.load(sys.stdin)\nfor pid, pdata in data.get('providers', {}).items():\n for m in pdata.get('models', []):\n print(f'{pid}: {m[\\\"id\\\"]} ({m.get(\\\"name\\\",\\\"?\\\")}) ctx={m.get(\\\"contextWindow\\\",\\\"?\\\")}')\n\" 2>/dev/null; echo \"===sessions_json===\"; python3 -c \"\nimport json\nwith open('/home/yangxuan/.openclaw/agents/front/sessions/sessions.json') as f:\n s = json.load(f)\nprint(json.dumps({k: {kk: vv for kk, vv in v.items() if kk in ('label','createdAt','modelId','agentId','kind')} for k,v in s.items()}, indent=2, ensure_ascii=False))\n\" 2>/dev/null | head -80"},"partialArgs":"{\"command\": \"cat /home/yangxuan/.openclaw/agents/front/agent/models.json 2>/dev/null | python3 -c \\\"\\nimport json, sys\\ndata = json.load(sys.stdin)\\nfor pid, pdata in data.get('providers', {}).items():\\n for m in pdata.get('models', []):\\n print(f'{pid}: {m[\\\\\\\"id\\\\\\\"]} ({m.get(\\\\\\\"name\\\\\\\",\\\\\\\"?\\\\\\\")}) ctx={m.get(\\\\\\\"contextWindow\\\\\\\",\\\\\\\"?\\\\\\\")}')\\n\\\" 2>/dev/null; echo \\\"===sessions_json===\\\"; python3 -c \\\"\\nimport json\\nwith open('/home/yangxuan/.openclaw/agents/front/sessions/sessions.json') as f:\\n s = json.load(f)\\nprint(json.dumps({k: {kk: vv for kk, vv in v.items() if kk in ('label','createdAt','modelId','agentId','kind')} for k,v in s.items()}, indent=2, ensure_ascii=False))\\n\\\" 2>/dev/null | head -80\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":3236,"output":296,"cacheRead":25472,"cacheWrite":0,"totalTokens":29004,"cost":{"input":0.0032359999999999997,"output":0.000592,"cacheRead":0,"cacheWrite":0,"total":0.003828}},"stopReason":"toolUse","timestamp":1782957145685,"responseId":"8f866418-7a3f-4daf-a761-b971404827ff"},{"role":"toolResult","toolCallId":"call008zvBMdpk9bvLdzWyz5IR2393","toolName":"exec","content":[{"type":"text","text":"codex: gpt-5.4 (gpt-5.4) ctx=272000\ncodex: gpt-5.4-mini (GPT-5.4-Mini) ctx=272000\ncodex: gpt-5.2 (gpt-5.2) ctx=272000\nnew-api: qwen3.7-max (Qwen 3.7 Max) ctx=131072\nnew-api: deepseek-v4-pro (DeepSeek V4 Pro) ctx=131072\nnew-api: deepseek-v4-flash (DeepSeek V4 Flash) ctx=131072\nnew-api: glm-5.1 (GLM 5.1) ctx=131072\nnew-api: kim-k2.6 (Kimi K2.6) ctx=131072\nnew-api: qwen3.5-plus (Qwen 3.5 Plus) ctx=131072\n===sessions_json===\n{\n \"agent:front:main\": {\n \"label\": \"前端助手\"\n }\n}"}],"isError":false,"timestamp":1782957149099},{"role":"assistant","content":[{"type":"text","text":"现在很清楚了：\n\n**`front` agent 的用途是「前端助手」**（label 就是中文），用的模型有 GPT-5.4、Qwen 3.7 Max、DeepSeek V4 Pro 等强模型，很明显是一个前端开发辅助 agent。\n\n**改名 `frontend` 的建议：** ✅ 我认为非常合适，原因如下：\n\n1. **语义更清晰** — `frontend` 直接对应「前端」，而 `front` 可能被误解为「前面/前方」的意思，不够直观\n2. **与 label「前端助手」完全匹配**\n3. **和其他 agent 命名风格一致** — 你已经有 `backend`、`storage`、`travel` 这样的全称，`front` 显得像个缩写，有点突兀\n4. **不会破坏路径** — 改的是 Gateway 配置中的 agentId，目录 `agents/front/` 可以保留（或改名），下游引用通过 agentId 关联\n\n要我现在帮你改成 `frontend` 吗？"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":569,"output":219,"cacheRead":28672,"cacheWrite":0,"totalTokens":29460,"cost":{"input":0.000569,"output":0.00043799999999999997,"cacheRead":0,"cacheWrite":0,"total":0.0010069999999999999}},"stopReason":"stop","timestamp":1782957149102,"responseId":"92a113e8-f47d-4c64-ae96-ce0411a74687"},{"role":"user","content":"改","timestamp":1782957163730,"idempotencyKey":"f052761d-4dd9-41d0-aa0c-7ec7ddefcc1e:user"},{"role":"assistant","content":[{"type":"text","text":"好的，先把当前配置看看 gateway 里是怎么注册的，然后改。"},{"type":"toolCall","id":"call00uGIsyh9HwLkVY3LTbVtL0411","name":"exec","arguments":{"command":"openclaw gateway config.get 2>/dev/null | python3 -c \"\nimport sys, json\ndata = json.load(sys.stdin)\nagents = data.get('agents', {})\nfor k, v in agents.items():\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\n\" 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get 2>/dev/null | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nagents = data.get('agents', {})\\nfor k, v in agents.items():\\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\\n\\\" 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":43,"output":164,"cacheRead":29440,"cacheWrite":0,"totalTokens":29647,"cost":{"input":0.000042999999999999995,"output":0.000328,"cacheRead":0,"cacheWrite":0,"total":0.000371}},"stopReason":"toolUse","timestamp":1782957163933,"responseId":"9bce0d1c-3599-4e6b-b3ff-26bd77dbbd3f"},{"role":"toolResult","toolCallId":"call00uGIsyh9HwLkVY3LTbVtL0411","toolName":"exec","content":[{"type":"text","text":"\n\n(Command exited with code 1)"}],"isError":true,"timestamp":1782957166661},{"role":"assistant","content":[{"type":"toolCall","id":"call00SXMHS2onAFvbvZ2B10Ux9038","name":"exec","arguments":{"command":"openclaw gateway config.get 2>/dev/null | python3 -c \"\nimport sys, json\ndata = json.load(sys.stdin)\nif 'agents' in data:\n for k, v in data['agents'].items():\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\nelif 'agent' in data:\n for k, v in data['agent'].items():\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\nelse:\n print(json.dumps(data, indent=2, ensure_ascii=False)[:2000])\n\" 2>/dev/null"},"partialArgs":"{\"command\": \"openclaw gateway config.get 2>/dev/null | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nif 'agents' in data:\\n for k, v in data['agents'].items():\\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\\nelif 'agent' in data:\\n for k, v in data['agent'].items():\\n if 'front' in k.lower() or (isinstance(v, dict) and 'front' in str(v.get('agentId','')).lower()):\\n print(f'{k}: {json.dumps(v, indent=2, ensure_ascii=False)}')\\nelse:\\n print(json.dumps(data, indent=2, ensure_ascii=False)[:2000])\\n\\\" 2>/dev/null\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":98,"output":249,"cacheRead":29568,"cacheWrite":0,"totalTokens":29915,"cost":{"input":0.000098,"output":0.000498,"cacheRead":0,"cacheWrite":0,"total":0.000596}},"stopReason":"toolUse","timestamp":1782957166664,"responseId":"d9a56089-1136-463a-827e-35fa37387b1f"},{"role":"toolResult","toolCallId":"call00SXMHS2onAFvbvZ2B10Ux9038","toolName":"exec","content":[{"type":"text","text":"\n\n(Command exited with code 1)"}],"isError":true,"timestamp":1782957169780},{"role":"assistant","content":[{"type":"toolCall","id":"call00iWR2MMy5esUhNcXOPU7W9457","name":"exec","arguments":{"command":"openclaw gateway config.get 2>&1 | head -20"},"partialArgs":"{\"command\": \"openclaw gateway config.get 2>&1 | head -20\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":110,"output":55,"cacheRead":29824,"cacheWrite":0,"totalTokens":29989,"cost":{"input":0.00010999999999999999,"output":0.00010999999999999999,"cacheRead":0,"cacheWrite":0,"total":0.00021999999999999998}},"stopReason":"toolUse","timestamp":1782957169783,"responseId":"b10cd7c3-8463-49fd-a91c-c372b5dc6311"},{"role":"toolResult","toolCallId":"call00iWR2MMy5esUhNcXOPU7W9457","toolName":"exec","content":[{"type":"text","text":"Too many arguments for this command.\nTry: openclaw gateway config.get --help"}],"isError":false,"timestamp":1782957171460},{"role":"assistant","content":[{"type":"toolCall","id":"call00WupULP6JybPnNazkzch82495","name":"exec","arguments":{"command":"openclaw gateway config.get --help 2>&1"},"partialArgs":"{\"command\": \"openclaw gateway config.get --help 2>&1\"}"}],"api":"openai-completions","provider":"deepseek","model":"deepseek-v4-flash","usage":{"input":66,"output":53,"cacheRead":29952,"cacheWrite":0,"totalTokens":30071,"cost":{"input":0.00006599999999999999,"output":0.000106,"cacheRead":0,"cacheWrite":0,"total":0.000172}},"stopReason":"toolUse","timestamp":1782957171463,"responseId":"1b8a483d-fcc5-4ac1-b41d-87c01d5e6040"},{"role":"toolResult","toolCallId":"call00WupULP6JybPnNazkzch82495","toolName":"exec","content":[{"type":"text","text":"OpenClaw 2026.6.11 (e085fa1) — All your chats, one OpenClaw.\n\nUsage: openclaw gateway [options] [command]\n\nRun, inspect, and query the WebSocket Gateway\n\nOptions:\n --allow-unconfigured Allow gateway start without enforcing\n gateway.mode=local in config (does not repair\n config) (default: false)\n --auth Gateway auth mode\n (\"none\"|\"token\"|\"password\"|\"trusted-proxy\")\n --bind Bind mode\n (\"loopback\"|\"lan\"|\"tailnet\"|\"auto\"|\"custom\").\n Defaults to config gateway.bind (or loopback).\n --claude-cli-logs Deprecated alias for --cli-backend-logs (default:\n false)\n --cli-backend-logs Only show CLI backend logs in the console (includes\n stdout/stderr) (default: false)\n --compact Alias for \"--ws-log compact\" (default: false)\n --dev Create a dev config + workspace if missing (no\n BOOTSTRAP.md) (default: false)\n --force Kill any existing listener on the target port\n before starting (default: false)\n -h, --help Display help for command\n --password *** Password for auth mode=password\n --password-file Read gateway password from file\n --port Port for the gateway WebSocket\n --raw-stream Log raw model stream events to jsonl (default:\n false)\n --raw-stream-path Raw stream jsonl path\n --reset Reset dev config + credentials + sessions +\n workspace (requires --dev) (default: false)\n --tailscale Tailscale exposure mode (\"off\"|\"serve\"|\"funnel\")\n --tailscale-reset-on-exit Reset Tailscale serve/funnel configuration on\n shutdown (default: false)\n --token *** Shared token required in connect.params.auth.token\n (default: OPENCLAW_GATEWAY_TOKEN env if set)\n --verbose Verbose logging to stdout/stderr (default: false)\n --ws-log