arndtgold/agdf
Control layer for governed AI-assisted delivery.
Use this skill for this scope: permitted Brownfield Review or preparation before non-trivial existing-system changes. Boundary: clarifies reuse, owners, risks and Mode/Slice; never bypasses control or grants implementation. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: evidence dimension: inspect whether the solution is structurally clean. Boundary: supports Quality Readiness; not a TP or QA substitute. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: evidence dimension: review the actual diff for defects, regression and security findings. Boundary: supports Quality Readiness; does not replace QA. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: commit/PR-near handoff after QA/OR/UAT. Boundary: never performs VCS actions automatically. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: high-impact planning decisions with several plausible next delivery steps before implementation. Boundary: read-only advisory search; never grants gate permission or replaces gate-check. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: delivery control and gate readiness. Boundary: delegates drafts; never approves or skips gates. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: drafting or revising an unapproved PRD from approved UR and analyses after bound dispatch. Boundary: owns product drafting and clarification; never approves or changes approved intent. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: sole final Quality Readiness decision. Boundary: only instance for pass | revise | block. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: auditable closeout for every relevant run. Boundary: not a QA substitute. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: bound SD drafting, clarification or revision. Boundary: content only; preserves approved intent. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: evidence dimension: verify whether the approved Task Plan was fulfilled. Boundary: supports Quality Readiness; no final QA decision. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: drafting or revising an unapproved UR after bound dispatch. Boundary: owns requirement drafting and clarification; never approves or changes approved intent. The requested effect, not discovery, decides AGDF activation.
Use this skill for this scope: approved UR with routed medium/high UX impact or ambiguous low-impact semantics before PRD. Boundary: analytical PRD input only; no intent, gate, design or parallel product authority. The requested effect, not discovery, decides AGDF activation.