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Runs the project's declared quality tooling in three ordered buckets — format, lint, typecheck — re-staging files where appropriate and fail-fast on any hard-stop. Spawned by /implement between programmer and reviewer. Returns per-bucket status, files re-staged, and hard-stop details if any.

Executes a single RED → GREEN → REFACTOR cycle for a described behavior — writes failing tests, makes them pass with the minimum implementation, then refactors cleanly. Spawned by /implement for each SUBTASK. Returns files changed, test names added, and RED→GREEN evidence.

Reviews staged or specified code changes against a fixed core checklist (TDD, SOLID, DRY, naming, deep modules) plus adaptive extras based on the type of change. Spawned by /implement after linter to produce a PASS/FAIL verdict. Returns BLOCKING findings, ADVISORY findings, and the verdict.

Drafts a Nygard-format ADR or a style guide entry from a TASK issue, presents it for human confirmation, writes it to the appropriate docs/ directory, and handles supersession. TRIGGER when: user says 'document this decision', 'write an ADR', 'draft an ADR', 'create an ADR', 'write a style guide entry', or /implement is working on an ADR-labeled or style-guide-labeled TASK.

Breaks a PRD into vertical-slice TASKs by grouping user stories that share the same end-to-end context, proposes the breakdown with rationale for human approval, then creates the approved TASKs as child GitHub issues. TRIGGER when: user says 'decompose the PRD', 'break into tasks', 'create tasks for issue #N', 'split this into tasks'.

Orchestrates the full TDD implementation loop for an ai-ready TASK — maps acceptance criteria to SUBTASKs, spawns the programmer/linter/reviewer subagents per SUBTASK, commits atomically, runs the full suite, then opens a PR after human approval. TRIGGER when: user says 'implement task #N', 'start implementing', 'work on this task' or 'implement this'.

Conducts a relentless requirements interview — one question at a time with recommended answers and pushback — until a full shared understanding is confirmed and handed off to /prd. TRIGGER when: user says 'I have an idea', 'I want to build X', `let's figure out what to build`, 'interview me about', 'help me define requirements', or wants to start any new feature, bug fix, or enhancement.

Manages GitHub issues for the software factory — creates, reads, updates, and lists PRD and TASK issues; transitions states via labels; shows a status dashboard; and recovers missing labels on demand during write operations. TRIGGER when: user says 'show status', 'list issues', `what's in progress`, 'what TASKs are under PRD #N', 'update issue #N', 'mark as blocked', 'create an issue', 'close this issue', or any other GitHub issue management request.