Use this skill for autonomous GitHub issue resolution, issue triage, regression-test failure handling, proposal review, blocked-issue review, worker monitoring, and continuous fix loops in repositories that use the autocoder workflow.
Use this skill for modernization assessments, migration planning, multi-phase modernization execution, quality-gate enforcement, and retrospective process improvement in repositories that follow the modernize workflow.
Use this skill to improve a platform — validate and stabilize it through repeated live end-to-end runs — run, grade against an executable contract, root-cause fix, log learnings, and repeat until N consecutive clean runs. Improvement can be GENERAL (the whole platform) or FOCUSED on a particular goal (e.g. cost…