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The non-obvious invariants of the proactive nightly Claude audit workflow (.github/workflows/claude-nightly-audit.yml): the day-of-week mode selector, the two-key dedup scheme (cluster_key per defect, dedup_key per location) that keeps one defect from…
原文语言：英语
Use when integrating the @amd-gaia/gaia npm package — running GAIA's flagship agent, or embedding its local sidecar into a Node, TypeScript, or Electron app. Covers the one-command path, the SHA-256 integrity gate, platform coverage, starting the sidecar, the…
原文语言：英语
Cut a GAIA release end-to-end: draft notes, open release PR, run pre-tag verification, push the tag, monitor the publish pipeline, and produce the Discord announcement. Use when the user asks to 'cut a release', 'release vX.Y.Z', 'tag a release', or 'publish…
原文语言：英语
Use when integrating the @amd-gaia/agent-email npm package — embedding the GAIA email agent (a local triage/draft/send sidecar) into a Node, TypeScript, or Electron app. Covers install, spawning the sidecar, calling the typed client, prerequisites, and the…
原文语言：英语
Analyze your own local Claude Code session transcripts to find what you actually use the agent for, how effective it is, where it fails, and what it costs. Use when asked to mine Claude Code sessions, extract use-cases or workflows from session history,…
原文语言：英语
Use when testing or validating the GAIA TUI (tui/) by actually running it — driving screens, sending queries to an agent, verifying UX. Covers the loopback control API, waiting on state instead of sleeping, and the capture mistakes that produce false bug…
原文语言：英语
Cut or wire a frozen-binary + npm sidecar release for a GAIA agent (the email-agent CI pipeline: freeze -> Agent Hub Worker /publish -> npm OIDC). Use when releasing or onboarding a sidecar agent under hub/agents/, or authoring a release_agent_<id>.yml. For…
原文语言：英语
Test the flagship GAIA agent end-to-end through the Go TUI — launch it, drive it without colliding with other agents, run the capability ladder, verify skills really call their tools instead of fabricating, and check the permission gate. Use when validating…
原文语言：英语
How GAIA talks and what it must never claim. Always on — the agent's voice and its honesty floor, not a task recipe.
原文语言：英语
Triage GitHub work with the gh CLI — your unread notification inbox, or one repository's issue backlog. Groups what arrived, judges what is urgent, and posts the reply once you approve it. Use when asked to triage issues or notifications, check the GitHub…
原文语言：英语
Read, write, and edit files on disk safely — locate the right file, change only what was asked, and confirm before anything destructive. Use when the user wants a file read, created, modified, or searched for by name or content.
原文语言：英语
Summarize a document, meeting transcript, or email — pick a style that matches what the content actually is, and fold long input forward in sections instead of losing the back half. Use when the user pastes or points at a transcript, email, PDF, or long…
原文语言：英语
Run a short personal check-in that picks up where the last one left off, following up on what the user said they would do and recording what changed. Use when the user says good morning, asks for a check-in, or asks what they were working on.
原文语言：英语
Work on a codebase — read, search, edit and verify source files. Use when the user asks to fix a bug, add a feature, refactor, explain code, make a test pass, or change anything in a repository. Covers finding the right file, editing safely, and proving the…
原文语言：英语
Compose a short briefing from several sources at once — headlines, tracked topics, and the user's own open items — as one digest instead of separate answers. Use when the user asks for a briefing, a digest, a rundown, or "what do I need to know today".
原文语言：英语
Load messy tabular data into SQL scratchpad tables and answer questions with real queries instead of eyeballing. Use when the user has a CSV, spreadsheet, export, or pasted table and asks for totals, trends, outliers, or a breakdown.
原文语言：英语
Index a document or folder and answer questions about it with quotes from the source. Use when the user points at a PDF, contract, spec, report, or folder of files and asks what it says, what changed, or what they should worry about.
原文语言：英语
Check product pages for a price drop, comparing against the lowest price seen before and alerting only on a new low. Use when the user asks to watch a price, track a deal, or tell them when something gets cheaper.
原文语言：英语
Recommend films, books, games, restaurants, or gear using what the user has already said they like and dislike, plus a web search for current options. Use when the user asks what to watch, read, play, buy, or try next.
原文语言：英语
Research a topic on the open web and write a cited Markdown report. Use when the user asks for a report, a literature scan, a competitive landscape, or a "what's the current state of X" answer that needs sources.
原文语言：英语
Read an RSS or Atom feed and summarize the newest entries. Use when the user gives a feed URL, asks what a blog or release feed has published lately, or wants a digest of a site that offers a feed.
原文语言：英语
Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats. Use when the user asks to watch, monitor, or check a URL for changes, new items, or a condition being met.
原文语言：英语
A fixed skill used as a cross-language digest test vector.
原文语言：英语
Archive a generated report to the user's reports folder and register it with the team's report index. Use when the user asks to file, archive, or publish a finished report.
原文语言：英语
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.
原文语言：英语
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.
原文语言：英语
OpenClaw personalized paper recommendation skill. When the user invokes /aminer-rec5 or /skill aminer-rec5 in Feishu, immediately run the local pipeline under {baseDir}/scripts/, accept aminer_user_id, scholar hints, seed paper titles, papers_file, or…
原文语言：英语
Interact with Anki flashcard decks via the AnkiConnect REST API. Use when the user wants to create, update, search, or manage Anki cards, decks, notes, or models.
原文语言：英语
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
原文语言：英语
Attach/install/use clawhip as a daemon-first notification gateway runtime for OpenClaw / Clawdbot
原文语言：英语
Pre-commit/ship code review: Codex default; optional Claude or Pi.
原文语言：英语
Creates or adds Convex to an app. Use for new Convex projects, npm create convex@latest, frontend setup, env vars, or the first npx convex dev run.
原文语言：英语
Security advisory feed with automated NVD CVE polling for OpenClaw-related vulnerabilities. Updated daily.
原文语言：英语
Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files (Obsidian-compatible). Use when the user wants to export their Douban reading/watching/listening/gaming history, set up incremental sync via RSS, or manage their Douban data…
原文语言：英语
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs. Use when user asks about email, calendar events, Google Drive files, contacts, spreadsheets. Triggers on 'почта', 'gmail', 'календарь', 'calendar', 'google drive', 'контакты',…
原文语言：英语
GUI automation via visual perception. Screenshot → detect → click → verify. Use when asked to operate a desktop app, interact with a VM, or complete an OSWorld benchmark task.
原文语言：英语
Trade crypto (Binance, Upbit, Hyperliquid, Lighter) and prediction markets (Polymarket). Backtest strategies with 80+ indicators using Signal DSL, get market data (OHLCV, scan, rank), place and manage orders, subscribe to live trading signals, and compete on…
原文语言：英语
Local multilingual voice toolkit — speech-to-text (STT), text-to-speech (TTS), and language detection. Runs entirely offline on Apple Silicon, Linux, and Windows. No API keys, no cloud. NVIDIA Parakeet TDT for STT across 25 European languages, Kokoro-82M +…
原文语言：英语
Query and manage Linear issues, projects, and team workflows.
原文语言：英语
Mission control dashboard for OpenClaw - real-time session monitoring, LLM usage tracking, cost intelligence, and system vitals. View all your AI agents in one place.
原文语言：英语