//Detail or invent
Does lack of context cause AI hallucinations?
One small spec. Requirement text lives in the PRD.Does lack of context cause AI hallucinations?
One small spec. Requirement text lives in the PRD.Is AI‑generated code ignoring your standards?
Project rules that learn from every shipped spec.Does silent AI drift make fixes expensive?
Green ships. Amber becomes debt. Red goes back for repair.Prepare or understand a system — map what exists, or scaffold when there is no application source. Rerun to keep docs in sync with code.
/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.