sparse-kernel

Run Blacksmith Testbox for CI-parity checks, secrets, hosted services, migrations, or builds local cannot reproduce.

Inspect, patch, validate, publish, or confirm OpenClaw GHSA security advisories and private-fork state.

Run, rerun, debug, or interpret OpenClaw Parallels install, onboarding, gateway smoke, and upgrade checks.

Review, triage, close, label, comment on, or land OpenClaw PRs/issues with maintainer evidence checks.

Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.

Prepare or verify OpenClaw stable/beta releases, changelogs, release notes, publish commands, and artifacts.

Triage, redact, clean up, and resolve OpenClaw GitHub Secret Scanning alerts in issues or PRs.

Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.

Benchmark, diagnose, and optimize OpenClaw test runtime, import hotspots, CPU/RSS, and slow coverage paths.

Choose, run, rerun, or debug OpenClaw tests, CI checks, Docker E2E lanes, release validation, and the cheapest safe verification path.

Optimize OpenClaw slow tests, imports, misplaced coverage, and CI wall time without dropping coverage.

Search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub.

Route plain-language requests for Pi, Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or explicit ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation. Codex chat binding defaults to the native Codex app-server plugin unless ACP is explicit or background spawn needs ACP.

QQBot 富媒体收发能力。使用 <qqmedia> 标签，系统根据文件扩展名自动识别类型（图片/语音/视频/文件）。

QQBot 定时提醒。支持一次性和周期性提醒的创建、查询、取消。当通过 QQ 通道通信且涉及提醒/定时任务时使用。

Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.

Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.

List, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.

Delegate coding tasks to Codex, Claude Code, OpenCode, or Pi agents via immediate background processes. Use when: (1) building or creating features/apps, (2) reviewing PRs in a temp clone/worktree, (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-line fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (use sessions_spawn with runtime:"acp"), or any work in ~/clawd workspace (never spawn agents here). All coding-agent runs start with background:true immediately. Claude Code: use --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode: pty:true required. Completion notification must use openclaw message send, not system event/heartbeat.

Search GIF providers with CLI/TUI, download results, and extract stills/sheets.

Use gh for GitHub issues, PR status, CI/logs, comments, reviews, releases, and API queries.

Query Google Places for text search, place details, resolve, reviews, or scriptable JSON via goplaces.

Use himalaya to list, read, search, compose, reply, forward, and organize IMAP/SMTP email.

List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.

Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.

Use oracle CLI to bundle prompts and files for second-model debugging, refactor, design, or review checks.

Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.

Use the Slack tool to react, pin/unpin, send, edit, delete messages, or fetch Slack member info.

Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.

Get current weather, rain, temperature, and forecasts for locations or travel planning.

Use xurl for authenticated X API posts, replies, search, DMs, media upload, followers, or raw v2 calls.