
Debug by reproducing, minimizing, writing regression tests, fixing, and documenting.
Keep high-level architecture specs/diagrams aligned with the evolving codebase.
Convert spec/brief.md into an initial backlog of streams and shippable work items with IDs and dependencies.
Slice a large feature/stream item into small, shippable work item specs.
Deprecated compatibility fallback for older repos that have not adopted ship-feature.
Implement a work item end-to-end based on its spec/features folder with a fast inner loop and smoke milestones.
Add or improve tests based on a work item folder's acceptance criteria and test plan.
Maintain spec/index.md as a living navigation hub that evolves work item by work item.
Create a work item test plan from acceptance criteria and add it to the work item docs.
Triage many failures quickly and produce an efficient attack plan.
Identify and stabilize flaky tests (seeds, time, isolation) without hiding failures.
Create a work item documentation folder under spec/features/ (and ADR if needed).
Run test-plan, write-tests, and implement-feature in sequence for one work item.
Ask clarifying questions, then produce a structured brief and recommend the next SDLC skill to run.
Update README and spec docs after a work item ships.
Prepare a release run checks, update changelog, verify docs, summarize notes.
Start a work session by summarizing repo state and proposing the top next work items.
Run a real entrypoint smoke test, emit required artifacts, classify failures, and recommend the next action.
Execute the endgame path for one work item: full checks, smoke evidence, ADR/docs/index updates, and release-readiness summary.
Run quick/full checks consistently, include smoke, and summarize failures into actionable buckets.
Bootstrap a new project repo, then turn a rough project idea into a concise Project Brief and starting spec docs.
Review a work item documentation folder for clarity, testability, and completeness before implementation.
Ensure architectural decisions are recorded and linked (create/update ADRs) at work item level.