app-maturity-audit

You can assess APP pipeline maturity by running an automated evaluation against the Three-Layer Model, Hourglass Model, and Sensory Horizon principles across gates G0–G6. The audit produces a structured maturity report and a delta against prior audits.

The Three-Layer Model is an architectural principle used to evaluate pipeline maturity across four pillars: L1 Contracts, L2 Evaluation, L3 Memory, and Perception. It helps quantify maturity and surface gaps across all production gates.

To calculate the audit delta, the skill loads the most recent prior audit alongside memory sidecars and fidelity contracts. It then compares the current gate-by-gate maturity assessment against this baseline to highlight coverage changes.

Yes, the maturity audit explicitly includes Leaky Neck and Sensory Horizon coverage reporting. It evaluates these architectural principles across all production gates and provides delta comparisons to surface gaps from previous audits.

Yes, the audit generates structured follow-on reports specifically designed for executive review and engineering remediation planning. It outputs a four-pillar, gate-by-gate maturity assessment to drive targeted improvements.