Inventory an existing spec-driven project and apply bounded migrations to jig defaults: report, adopt-layout, rename-decisions, split-slices, slice-to-spec, seed-decisions, and copy-machinery. Use when the user says migrate this project to jig, adopt jig here, this repo already has specs — set up jig, scaffold-init…
Orient a spec-driven jig/servo/shaper repository with a read-only, project-wide briefing: start from the workflow.py orient headline, then survey open pull requests and unmerged work, Proposed ADRs, DEFERRED triggers, refinement items, release plans, the inbox, and the bug board; render one readable headline, titled…
Team baseline for PR and code review — produces scope, blockers, nits, and strengths. Auto-triggers when you say review this PR, check this diff, review these changes, pre-review before I share, what do you think of this PR, or review the diff on this branch. Defers to any other installed skill whose description…
Re-baseline a jig corpus onto a moved load-bearing reference by drafting a keystone ADR and an affected-artifact disposition manifest. Use when a vendor/API contract moved and specs and decisions must be re-anchored. Auto-triggers when you say reframe onto this, we changed direction, the design moved, or re-baseline…
Initialize an AI-native development workspace with spec-driven workflow infrastructure. Use when starting a new project, setting up Claude Code on a codebase for the first time, or when the user says scaffold, initialize, set up AI workflow, onboard this repo, or similar. Do not use for adding an individual skill or…
Team baseline for security review — a best-effort heuristic security pass over a diff or change-set. Auto-triggers for review this for security, any vulnerabilities here, security pass on this diff, is this code secure, check this for security issues, or security review this. Uses installed scanners when available…
Verify a finished slice is actually ready to land (tests green, DoD ticked, deviation log present, STATUS=DONE) and emit a deterministic landing checklist for either direct merge-to-main or PR-shaped integration. Use when the user says "land this slice", "merge back to main", "ready to ship", "create a PR for this…
Drive the spec-driven lifecycle for any non-trivial work item: SPIDR-split a new spec into vertical slices, transition state markers (DRAFT → READYFORREVIEW → READYFORIMPLEMENTATION → INPROGRESS → REVIEWED → RECONCILED → DONE; also DEFERRED for parked slices with a stated resolution trigger), enforce the…
Drive the red-green-refactor loop for any non-trivial code change. Auto-detect the project's test runner (pytest / vitest / jest / node --test), invoke it via the tdd.py helper, and act on the normalized exit code. Use when you write a test, TDD this feature, let me test-drive a behaviour, are about to implement…
Lightweight baseline elicitation pass that fills in docs/product-vision.md and the five docs/architecture.md elicitation slots after scaffold-init. Auto-triggers when you say set up project vision, elicit architecture, define what we're building, run the vision wizard, refresh the project pitch, or capture product…