Agent-Pattern-Labs

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.

Procedural lead-crawl worker for public-web extraction, JSON artifact creation, validation, manifest updates, and ingest retries.

Quality-sensitive lead research worker for ICP fit, company context, and nuanced review notes.

Narrow JSON extractor for small lead snippets and schema transforms. Not for multi-step crawling.

Run the JobForge AI job-search pipeline for job URLs and descriptions, offer evaluation, tailored CV/PDF generation, portal scanning, application submission, tracking, follow-up, outreach, rejection analysis, and negotiation. Use when the user invokes $job-forge or /job-forge, pastes a job posting, or asks to manage any stage of a JobForge search.

Use when Codex is asked to create or run a master loop, unified loop, objective-driven control loop, recursive improvement loop, QA/eval loop, agentic QA system, release gate, synthetic test loop, production replay loop, trace capture plan, LLM judge stack, taste/product-quality review loop, or failure-diagnosis workflow. Helps Codex turn vague goals into objectives, worlds, probes, traces, judges, repairs, memory updates, gates, and the next loop iteration.