shortbread

Review a fixed implementation diff independently for repository standards and originating specification. Use before integration and after every blocking repair.

Deliver one unblocked ticket through a bounded MWP workspace, behavioral TDD, verification, review handoff, and harvest proposal. Use only after the controller claims a frontier ticket.

Control one bounded campaign within an approved initiative, coordinating leaf implementation, review, repair, integration, evidence, and a durable completion or pause handoff.

Decompose an accepted PRD into a reviewed dependency graph of vertical tracer tickets. Use after to-spec and before autonomous implementation begins.

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Take a diagnosed bug through a regression test, minimal repair, repository checks, independent review, and controller integration. Use after diagnosing-bugs has produced a red-capable loop.

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

Synthesize settled conversation, framing, or a plan into the canonical local PRD and coordinating parent issue. Use after product decisions are sufficiently settled and before tracer-ticket decomposition.

Move issues through evidence-backed category and readiness states.