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.

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

Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.

Triage OpenClaw security advisories, drafts, and GHSA reports with shipped-tag and trust-model proof.

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

When user intent is "run this in Pi/Claude Code/Cursor/Copilot/OpenClaw/OpenCode/Gemini/Qwen/Kiro/Kimi/iFlow/Droid/Kilocode (ACP harness)", do not use subagent runtime or PTY scraping. Route through A

Use the diffs tool to produce real, shareable diffs (viewer URL, file artifact, or both) instead of manual edit summaries.

feishu-doc

feishu-drive

feishu-perm

feishu-wiki

Lobster executes multi-step workflows with approval checkpoints. Use it when:

Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.

Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.

Tavily web search, content extraction, and research tools.

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.

Create, search, and manage Bear notes via grizzly CLI.

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

BluOS CLI (blu) for discovery, playback, grouping, and volume.

Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.

Capture frames or clips from RTSP/ONVIF cameras.

Display HTML content on connected OpenClaw nodes (Mac app, iOS, Android).

Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.

Delegate feature work, PR review, refactors, or iterative coding to background Codex, Claude Code, or Pi agents.

Discord ops via the message tool (channel=discord).

Gemini CLI for one-shot Q&A, summaries, and generation.

Fetch GitHub issues, delegate fixes to subagents, open PRs, watch reviews, or run /gh-issues workflows.

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.

Audit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.

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

iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.

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.

Edit PDFs with natural-language instructions using the nano-pdf CLI.

Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

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

Capture and automate macOS UI with the Peekaboo CLI.

ElevenLabs text-to-speech with mac-style say UX.