session-start

Run test-plan, write-tests, and implement-feature as one implementation workflow.

Execute the final gate for an implemented work item: verify acceptance criteria, run full checks and applicable smoke, update architecture/docs/index, and…

Clarify an ambiguous project or work item request from repository context, produce a verification-focused brief, and route to the correct SDLC skill.

Implement a documented work item AC by AC with scoped quick checks and smoke milestones.

Create and initialize a complete work item documentation folder from a backlog item or clarified brief.

Cluster many test, CI, or smoke failures by root signature and produce an ordered repair plan.

Update high-level architecture documentation and diagrams from a work item, code diff, and ADRs.

Slice a large stream or feature request into small, vertically valuable, independently testable work items.

Reproduce and fix a deterministic test, smoke, runtime, or packaging failure with a regression test and documented evidence.

Run a work-item-scoped real entrypoint smoke test in provider-aware live or guaranteed offline mode, validate outputs and budgets, and emit standardized…

Prepare a multi-work-item release by running the canonical full gate, validating release smoke evidence, finalizing changelog/docs, and summarizing release…

Convert a project brief into ordered streams and small shippable work items with stable IDs, acceptance criteria, risks, and dependencies.