
Build or reorganize an academic paper project workspace with clear folders and local instructions for literature, drafts, feedback, extracted text, and output reports. Use when the user wants to set up a论文工作台, organize mixed manuscript materials, create project rules, or prepare a stable workflow before citation checking, evidence matching, reviewer simulation, or manuscript revision.
Simulate a strict academic reviewer and produce a manuscript risk report without editing the draft. Use when the user asks to act as a reviewer, find weaknesses before submission, inspect evidence gaps, check overclaims, evaluate manuscript readiness, combine advisor notes or meeting minutes into revision priorities, or generate a 审稿人模拟检查 report.
Simulate a strict academic reviewer and produce a manuscript risk report without editing the draft. Use when the user asks to act as a reviewer, find weaknesses before submission, inspect evidence gaps, check overclaims, evaluate manuscript readiness, combine advisor notes or meeting minutes into revision priorities, or generate a 审稿人模拟检查 report.
Match manuscript claims against user-provided literature and produce a traceable claim-evidence table. Use when the user asks to add references, check whether PDFs support manuscript statements, find supporting or opposing evidence from a literature folder, distinguish strong support from background support, or create a 论点-证据匹配 report for an academic draft.
Build or reorganize an academic paper project workspace with clear folders and local instructions for literature, drafts, feedback, extracted text, and output reports. Use when the user wants to set up a论文工作台, organize mixed manuscript materials, create project rules, or prepare a stable workflow before citation checking, evidence matching, reviewer simulation, or manuscript revision.
Match manuscript claims against user-provided literature and produce a traceable claim-evidence table. Use when the user asks to add references, check whether PDFs support manuscript statements, find supporting or opposing evidence from a literature folder, distinguish strong support from background support, or create a 论点-证据匹配 report for an academic draft.
Use when you need to send or manage iMessages via BlueBubbles (recommended iMessage integration). Calls go through the generic message tool with channel="bluebubbles".
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.
使用自建SearXNG搜索引擎搜索互联网内容。触发词:搜索、查一下、帮我查、查找、搜一下、帮我搜索。
Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Start voice calls via the OpenClaw voice-call plugin.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Use when you need to send or manage iMessages via BlueBubbles (recommended iMessage integration). Calls go through the generic message tool with channel="bluebubbles".
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Control Eight Sleep pods (status, temperature, alarms, schedules).
Gemini CLI for one-shot Q&A, summaries, and generation.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Capture and automate macOS UI with the Peekaboo CLI.
ElevenLabs text-to-speech with mac-style say UX.
ElevenLabs text-to-speech with mac-style say UX.
Search and analyze your own session logs (older/parent conversations) using jq.
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Control Sonos speakers (discover/status/play/volume/group).
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks OpenClaw to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
Extract frames or short clips from videos using ffmpeg.
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
通义千问AI生成图片并发送钉钉。触发词:画图、生成图片、画一个、画一张、创作图片。禁止使用SVG,必须执行脚本。
通义千问AI生成图片并发送钉钉。触发词:画图、生成图片、画一个、画一张、创作图片。禁止使用SVG,必须执行脚本。
Backup and restore openclaw configuration, skills, commands, and settings. Sync across devices, version control with git, automate backups, and migrate to new machines.
Track deep work sessions locally (start/stop/status) and generate a GitHub-contribution-graph style minutes-per-day heatmap for sharing (e.g., via Telegram). Use when the user says things like “start deep work”, “stop deep work”, “am I in a session?”, “show my deep work graph”, or asks to review deep work history.
Search, discover, and dynamically load skills from the ClawHub registry at skills.droyd.ai. Use when an agent needs a capability it doesn't have, wants to find tools for a specific task, or needs to browse trending/popular skills. Triggers include requests to find skills, search for tools, discover capabilities, load a skill dynamically, check what skills exist for a domain, or run a skill without installing it. Also use when the user asks about available OpenClaw/ClawHub skills, wants to explore skill categories, or needs to fetch and execute skill content on the fly.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Prepare a GitHub PR for merge by rebasing onto main, fixing review findings, running gates, committing fixes, and pushing to the PR head branch. Use after /review-pr. Never merge or push to main.
汽车出口政策新闻监控:自动爬取商务部、海关总署、中国信保、汽车流通协会等权威网站的最新政策和行业动态,AI分析生成风险研判和决策建议。Use when: (1) 用户询问汽车出口政策/关税/法规变化, (2) 需要获取最新汽车行业新闻, (3) 定时推送政策情报简报, (4) 查询某国出口风险评级。触发词: 汽车出口、政策监控、风险预警、关税变化、出口信保、行业动态。
Discord ops via the message tool (channel=discord).
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Give your AI agent eyes to see the entire internet. Read and search across Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu, Instagram, LinkedIn, Boss直聘, RSS, and any web page — all from a single CLI. Use when: (1) reading content from URLs (tweets, Reddit posts, articles, videos), (2) searching across platforms (web, Twitter, Reddit, GitHub, YouTube, Bilibili, XiaoHongShu, Instagram, LinkedIn, Boss直聘), (3) user asks to configure/enable a platform channel, (4) checking channel health or updating Agent Reach. Triggers: "search Twitter/Reddit/YouTube", "read this URL", "find posts about", "搜索", "读取", "查一下", "看看这个链接", "帮我配", "帮我添加", "帮我安装".
Give your AI agent eyes to see the entire internet. Read and search across Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu, Instagram, LinkedIn, Boss直聘, RSS, and any web page — all from a single CLI. Use when: (1) reading content from URLs (tweets, Reddit posts, articles, videos), (2) searching across platforms (web, Twitter, Reddit, GitHub, YouTube, Bilibili, XiaoHongShu, Instagram, LinkedIn, Boss直聘), (3) user asks to configure/enable a platform channel, (4) checking channel health or updating Agent Reach. Triggers: "search Twitter/Reddit/YouTube", "read this URL", "find posts about", "搜索", "读取", "查一下", "看看这个链接", "帮我配", "帮我添加", "帮我安装".
Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.
Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.
Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
汽车出口政策新闻监控:自动爬取商务部、海关总署、中国信保、汽车流通协会等权威网站的最新政策和行业动态,AI分析生成风险研判和决策建议。Use when: (1) 用户询问汽车出口政策/关税/法规变化, (2) 需要获取最新汽车行业新闻, (3) 定时推送政策情报简报, (4) 查询某国出口风险评级。触发词: 汽车出口、政策监控、风险预警、关税变化、出口信保、行业动态。
Backup and restore openclaw configuration, skills, commands, and settings. Sync across devices, version control with git, automate backups, and migrate to new machines.
Create, search, and manage Bear notes via grizzly CLI.
Create, search, and manage Bear notes via grizzly CLI.
Bilibili 视频学习笔记生成工具。输入 B站视频链接或 UP 主名, 自动下载字幕并使用 LLM 生成**口语化、可朗读**的学习笔记。 输出格式简洁精炼,适合转化为语音播客或有声读物。
Bilibili 视频学习笔记生成工具。输入 B站视频链接或 UP 主名, 自动下载字幕并使用 LLM 生成**口语化、可朗读**的学习笔记。 输出格式简洁精炼,适合转化为语音播客或有声读物。
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Capture frames or clips from RTSP/ONVIF cameras.
Capture frames or clips from RTSP/ONVIF cameras.
# Canvas Skill Display HTML content on connected OpenClaw nodes (Mac app, iOS, Android). ## Overview The canvas tool lets you present web content on any connected node's canvas view. Great for: - Displaying games, visualizations, dashboards - Showing generated HTML content - Interactive demos ## How It Works ### Architecture ``` ┌─────────────────┐ ┌──────────────────┐ ┌─────────────┐ │ Canvas Host │────▶│ Node Bridge │────▶│ Node App │ │ (HTTP Server) │ │ (TCP
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), or any work in ~/clawd workspace (never spawn agents here). Requires a bash tool that supports pty:true.
Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
Discord ops via the message tool (channel=discord).
Control Eight Sleep pods (status, temperature, alarms, schedules).
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.
Feishu permission management for documents and files. Activate when user mentions sharing, permissions, collaborators.
Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.
--- name: food-order description: Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA. homepage: https://ordercli.sh metadata: {"openclaw":{"emoji":"🥡","requires":{"bins":["ordercli"]},"install":[{"id":"go","kind":"go","module":"github.com/steipete/ordercli/cmd/ordercli@latest","bins":["ordercli"],"label":"Install ordercli (go)"}]}} --- # Food order (Foodora via ordercli) Goal: reorder a previous Foodo
--- name: food-order description: Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA. homepage: https://ordercli.sh metadata: {"openclaw":{"emoji":"🥡","requires":{"bins":["ordercli"]},"install":[{"id":"go","kind":"go","module":"github.com/steipete/ordercli/cmd/ordercli@latest","bins":["ordercli"],"label":"Install ordercli (go)"}]}} --- # Food order (Foodora via ordercli) Goal: reorder a previous Foodo
Gemini CLI for one-shot Q&A, summaries, and generation.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: complex web UI interactions requiring manual browser flows (use browser tooling when available), bulk operations across many repos (script with gh api), or when gh auth is not configured.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic checks, or version status checks on a machine running OpenClaw (laptop, workstation, Pi, VPS).
Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic checks, or version status checks on a machine running OpenClaw (laptop, workstation, Pi, VPS).
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
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.
Script-first deterministic squash merge with strict required-check gating, head-SHA pinning, and reliable attribution/commenting.
iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.
iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.
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.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Merge a GitHub PR via squash after /prepare-pr. Use when asked to merge a ready PR. Do not push to main or modify code. Ensure the PR ends in MERGED state and clean up worktrees after success.
Merge a GitHub PR via squash after /prepare-pr. Use when asked to merge a ready PR. Do not push to main or modify code. Ensure the PR ends in MERGED state and clean up worktrees after success.
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
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.
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.
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).
Notion API for creating and managing pages, databases, and blocks.
Notion API for creating and managing pages, databases, and blocks.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
Local speech-to-text with the Whisper CLI (no API key).
Local speech-to-text with the Whisper CLI (no API key).
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
Control Philips Hue lights and scenes via the OpenHue CLI.
Control Philips Hue lights and scenes via the OpenHue CLI.
Crypto news search, AI ratings, trading signals, and real-time updates via the OpenNews 6551 API. Supports keyword search, coin filtering, source filtering, AI score ranking, and WebSocket live feeds.
Crypto news search, AI ratings, trading signals, and real-time updates via the OpenNews 6551 API. Supports keyword search, coin filtering, source filtering, AI score ranking, and WebSocket live feeds.
Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Script-first PR preparation with structured findings resolution, deterministic push safety, and explicit gate execution.
Extract frames or short clips from videos using ffmpeg.
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
通义千问AI生成图片并发送钉钉。触发词:画图、生成图片、画一个、画一张、创作图片。禁止使用SVG,必须执行脚本。
通义千问AI生成图片并发送钉钉。触发词:画图、生成图片、画一个、画一张、创作图片。禁止使用SVG,必须执行脚本。
Script-first review-only GitHub pull request analysis. Use for deterministic PR review with structured findings handoff to /prepare-pr.
Review-only GitHub pull request analysis with the gh CLI. Use when asked to review a PR, provide structured feedback, or assess readiness to land. Do not merge, push, or make code changes you intend to keep.
使用自建SearXNG搜索引擎搜索互联网内容。触发词:搜索、查一下、帮我查、查找、搜一下、帮我搜索。
Search and analyze your own session logs (older/parent conversations) using jq.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Manage Trello boards, lists, and cards via the Trello REST API.
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
Manage Trello boards, lists, and cards via the Trello REST API.
Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Control Sonos speakers (discover/status/play/volume/group).
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message templates, and a helper function for consistent status reporting.
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks OpenClaw to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
Web scraping tools for fetching and extracting data from web pages
Search, discover, and dynamically load skills from the ClawHub registry at skills.droyd.ai. Use when an agent needs a capability it doesn't have, wants to find tools for a specific task, or needs to browse trending/popular skills. Triggers include requests to find skills, search for tools, discover capabilities, load a skill dynamically, check what skills exist for a domain, or run a skill without installing it. Also use when the user asks about available OpenClaw/ClawHub skills, wants to explore skill categories, or needs to fetch and execute skill content on the fly.
# Canvas Skill Display HTML content on connected OpenClaw nodes (Mac app, iOS, Android). ## Overview The canvas tool lets you present web content on any connected node's canvas view. Great for: - Displaying games, visualizations, dashboards - Showing generated HTML content - Interactive demos ## How It Works ### Architecture ``` ┌─────────────────┐ ┌──────────────────┐ ┌─────────────┐ │ Canvas Host │────▶│ Node Bridge │────▶│ Node App │ │ (HTTP Server) │ │ (TCP
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Capture and automate macOS UI with the Peekaboo CLI.
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Review-only GitHub pull request analysis with the gh CLI. Use when asked to review a PR, provide structured feedback, or assess readiness to land. Do not merge, push, or make code changes you intend to keep.
Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | | ------------------------------------------------------ | --------------------------
Script-first deterministic squash merge with strict required-check gating, head-SHA pinning, and reliable attribution/commenting.
YouTube 视频智能剪辑工具。下载视频和字幕,AI 分析生成精细章节(几分钟级别), 用户选择片段后自动剪辑、翻译字幕为中英双语、烧录字幕到视频,并生成总结文案。 使用场景:当用户需要剪辑 YouTube 视频、生成短视频片段、制作双语字幕版本时。 关键词:视频剪辑、YouTube、字幕翻译、双语字幕、视频下载、clip video
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | | ------------------------------------------------------ | --------------------------
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
Start voice calls via the OpenClaw voice-call plugin.
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: complex web UI interactions requiring manual browser flows (use browser tooling when available), bulk operations across many repos (script with gh api), or when gh auth is not configured.
YouTube 视频智能剪辑工具。下载视频和字幕,AI 分析生成精细章节(几分钟级别), 用户选择片段后自动剪辑、翻译字幕为中英双语、烧录字幕到视频,并生成总结文案。 使用场景:当用户需要剪辑 YouTube 视频、生成短视频片段、制作双语字幕版本时。 关键词:视频剪辑、YouTube、字幕翻译、双语字幕、视频下载、clip video
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
Script-first review-only GitHub pull request analysis. Use for deterministic PR review with structured findings handoff to /prepare-pr.
Web scraping tools for fetching and extracting data from web pages
Prepare a GitHub PR for merge by rebasing onto main, fixing review findings, running gates, committing fixes, and pushing to the PR head branch. Use after /review-pr. Never merge or push to main.
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), or any work in ~/clawd workspace (never spawn agents here). Requires a bash tool that supports pty:true.
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).
钉钉语音播报。触发词:语音、朗读、读出来、用语音说。直接执行脚本,无需解释。
Track deep work sessions locally (start/stop/status) and generate a GitHub-contribution-graph style minutes-per-day heatmap for sharing (e.g., via Telegram). Use when the user says things like “start deep work”, “stop deep work”, “am I in a session?”, “show my deep work graph”, or asks to review deep work history.
Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message templates, and a helper function for consistent status reporting.
Script-first PR preparation with structured findings resolution, deterministic push safety, and explicit gate execution.
Feishu permission management for documents and files. Activate when user mentions sharing, permissions, collaborators.