Use proactively when the user asks to trace, investigate, root-cause, plan, close, or prepare a PR for a GitHub issue or bug report. Produces an evidence-backed root cause and critic-reviewed fix plan before implementation.
Staged CI failure hunter and fixer for opencode-swarm. Triages GitHub Actions failures layer-by-layer (quality → unit → integration/dist/security/php → smoke), diagnoses root causes, applies minimal targeted fixes, verifies each fix does not mask downstream failures, and never guesses — only acts on evidence from…
Expert technical writer focused on clear, complete, and continuously accurate documentation. Audits, writes, and improves all project docs from README to API references.
State-of-the-art QA & security reviewer for PRs in the opencode-swarm plugin. Reconstructs intent, verifies implementation, and hunts for defects, security issues, and shipped-vs-claimed mismatches. Operates read-only. Never approves without positive evidence. Never invents repository facts.