//Detail or invent
Does lack of context cause AI hallucinations?
Specs first to detail your needs.Does lack of context cause AI hallucinations?
Specs first to detail your needs.Is AI‑generated code ignoring your standards?
Coding rules to teach and evolve.Does silent AI drift make fixes expensive?
Ensure behavior and code quality.Propose a new system and scaffold it after you approve — or map what already exists. Rerun to keep docs in sync.
/architect-system-foundationDeliver one feature, fix, or technical change from a natural-language request — one spec, then ship.
/build-requested-specReview quality, record technical debt, and repair one coherent slice through the same delivery flow.
/craft-lasting-qualityCompatible with any IDE that loads project context directly from your repository.
Works with every agent harness capable of reading or invoking skills.