//Detail or invent
Does lack of context cause AI hallucinations?
Spec-Driven Development imposes detailed intent.Does lack of context cause AI hallucinations?
Spec-Driven Development imposes detailed intent.Is AI‑generated code ignoring your standards?
Rules over tools tailored to the project.Does silent AI drift make fixes expensive?
Human in the loop at critical checkpoints.Maps greenfield and legacy repositories, establishing the structural foundations your agents will build on.
/architect-mapTurns a requirement into a spec, gets approval, then plans, codes, verifies, qualifies, and ships end‑to‑end.
/builder-shipEvaluates drift, proposes refactors, applies fixes, and ships with confidence through disciplined checks.
/craftsman-refactorCompatible with any IDE that loads project context directly from your repository.
Works with every agent harness capable of reading or invoking skills.