ring:dev-feedback-loop

To analyze development cycle metrics, this Skill aggregates per-gate timings, iterations, and issues from completed cycles to identify technical and process patterns. It reads cycle data directly to extract actionable improvement recommendations.

Gate analysis in a dev cycle evaluates outcomes across specific stages like Implementation, DevOps, SRE, Testing, Review, and Validation. It captures duration, iterations, and compliance gaps per gate to summarize learning categories for future cycles.

You extract learning categories by applying state-aware analysis to ring:dev-cycle data, including agent outputs and metrics. The Skill processes this data to derive technical and process patterns that guide future development cycles.

Yes, you need ring:dev-cycle state files to run cycle analytics. The Skill requires access to cycle data, metrics, and agent outputs within these state files to extract per-gate timings, iterations, and issues for analysis.

Yes, you can manually run an analysis to review historical cycle metrics and outcomes. The Skill reads from ring:dev-cycle state files to extract per-gate timings, iterations, and issues, aggregating insights across completed cycles.