logix-perf-observability-loop

What problem does it solve?

This Skill prevents performance work from becoming guesswork by forcing every optimization effort to map requirements to runtime owners, pressure knobs, required counters, and the correct CI artifact evidence chain before making hard claims.

Core Features & Use Cases

• Performance planning with owner/knob/counter mapping: Converts a requirement into a specific runtime owner path, pressure knobs, expected counter movement, forbidden migration targets, and a CI evidence plan.
• Artifact-first analysis and classification: Guides analysis of CI outputs (structure, knob snapshots, trend, convergence, soak) to determine comparability, missing counters, regressions, timeouts, and stability warnings without jumping to conclusions.
• Small-step implementation discipline: Structures implementation into one pressure knob and one owner/cost claim per step, pairing local verification with the next required snapshot/trend/convergence gates.

Quick Start

Tell the agent that you have a performance-affecting change and want it planned with owner path, pressure knobs, required counters, and the exact CI artifact gates you must collect before claiming improvements.