Analyze Codex, Claude Code, or Cursor threads, transcripts, and transcriptions. Use for thread analysis, transcript review, conversation audits, agent-performance diagnosis, comparing sessions, finding loops or corrections, and extracting decisions, outcomes, evidence, and actionable improvements.
Internal reference for vs shared conventions: artifact paths, project ID resolution, storage preference, and skill taxonomy.
Use when asked to scan a named external repo for ideas worth porting. Produces a cited, ranked steals report.
Use when asked to QA, test this site or app, find bugs, or test and fix a user-facing interface. Runs harness-aware browser or computer-use QA, fixes issues, and re-verifies.
Use when the user wants to create/open a pull request, submit changes for review, send changes to dev, or otherwise ship local Git changes. Also use for explicit commit and push or push to main/master or the current branch requests. Requires affirmative publish intent; do not use for review/readiness-only requests. Creates and verifies a GitHub PR by default; honors explicit direct pushes and babysits only when requested.
Use when asked to watch a PR, fix CI, address review comments, or keep a branch merge-ready in a loop.
Use when the user asks how GitHub projects solve a problem, wants prior art, external code examples, ecosystem patterns, or a landscape comparison across parallel projects.
Use when the user says build-it, implement this plan, take it from here, or wants autonomous plan-to-code execution.