rationalize

Iterative plan-file critique and refinement that applies evidence-backed improvements until no actionable comments remain.

End-to-end product behavior validation loop that discovers code-derived features, maintains a canonical CSV ledger, generates test scenarios, documents defects, fixes verified issues, retests, and publishes Prismatic Thread artifacts.

Codex code review closeout helper for local patches, PR branches, and parallel verification.

Plan-to-merge execution loop that implements the newest plan in bounded phases, delivers each phase with pr-delivery, and rebuilds already-running containers after completion.

End-to-end quality remediation loop that clears stale context, grades a repo, reviews a remediation plan, implements a bounded fix, delivers the PR, verifies target-branch post-merge CI, rebuilds running app containers, and reruns grade.

Repository-native release execution and release-infrastructure remediation through gates, tags, artifacts, and publication checks.

End-to-end convergence remediation loop that clears stale context, rationalizes divergent paths, reviews a convergence plan, implements a bounded phase, delivers the PR, verifies target-branch post-merge CI, rebuilds running app containers, and reruns rationalize.

Portable CI scaffolding for GitHub and Forgejo repositories, with 100% coverage, quality/security gates, and protected PR-only merges.

End-to-end pull request delivery workflow for commit, push, PR creation, CI/review monitoring, safe merge, target-branch post-merge CI verification, and cleanup.

Evidence-driven bug scrub for repositories and diffs, with fresh repo-context checks and optional bounded subagent analysis for large codebases.