{"enrichment":{"faq":[{"a":"Skill Evolution monitors your skills across sessions by analyzing user edits, success rates, and usage metrics. It captures performance data to identify patterns in how your skills are being used and where they succeed or struggle, giving you visibility into real-world skill behavior.","q":"How does Skill Evolution track skill performance and usage patterns?"},{"a":"Skill Evolution automatically creates version snapshots of your skills, letting you safely rollback problematic changes. The version history management feature preserves past iterations so you can revert to earlier versions if a skill update causes issues.","q":"What versioning and rollback management does Skill Evolution provide?"},{"a":"Yes. Skill Evolution analyzes edit patterns and confidence scores to generate auto-suggested skill optimizations. You can review these recommendations and apply changes directly, or let the system learn from user edits to propose targeted improvements.","q":"Can Skill Evolution auto-improve skills based on user edits?"},{"a":"Skill Evolution runs champion-challenger testing to validate skill candidates against a sealed baseline eval set. Skills are promoted only if they beat the baseline, ensuring quality gates protect your production skills from degradation.","q":"How does Skill Evolution's champion-challenger evaluation work?"},{"a":"Skill Evolution analyzes edit patterns, confidence scores, and success metrics to surface skill improvement recommendations. It combines usage analytics with performance data to suggest where and how to optimize your skills for better outcomes.","q":"What improvement recommendations does Skill Evolution provide?"},{"a":"Skill Evolution uses confidence scoring, automatic version snapshots, and a holdout-promotion gate to validate candidates before graduation. These safety mechanisms let you apply changes confidently while maintaining rollback capability if needed.","q":"How does Skill Evolution ensure safe skill updates?"}],"shadow_tags":["performance-monitoring","version-control","auto-optimization","a-b-testing","quality-assurance","feedback-driven","rollback-safety","metrics-tracking","skill-governance","champion-challenger"],"summary_rewrite":"Skill Evolution monitors how your skills perform across sessions by analyzing user edits and success metrics, then suggests targeted improvements with confidence scores. Apply changes safely with automatic version snapshots and rollback capability, or use the holdout-promotion gate to validate candidates against a sealed eval set before graduating them."},"files":[{"bytes":8107,"path":"src/skills/skill-evolution/SKILL.md","sha256":"8ae062aa4e6440e9b0ad3094096969b4c8e016ce2bc8b584fbaaedb60b713914","url":"https://skillfed.io/files/yonatangross/orchestkit/skill-evolution/8bf016ac/SKILL.md"}],"id":"yonatangross/orchestkit/skill-evolution","links":{"html":"https://skillfed.io/yonatangross/orchestkit/skill-evolution","md":"https://skillfed.io/yonatangross/orchestkit/skill-evolution.md","repo":"https://github.com/yonatangross/orchestkit"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":20,"language":"TypeScript","last_updated":"2026-07-28","license":"MIT","name":"skill-evolution","publisher":"yonatangross","stars":208},"relations":{"categories":["skill-management","devops","analytics"],"similar":[{"id":"yonatangross/orchestkit/bare-eval"},{"id":"yonatangross/orchestkit/auto"},{"id":"yonatangross/orchestkit/feedback"},{"id":"yonatangross/orchestkit/audit-skills"},{"id":"yonatangross/orchestkit/upgrade-assessment"},{"id":"yonatangross/orchestkit/setup"},{"id":"notque/vexjoy-agent/skill-eval"},{"id":"yonatangross/orchestkit/doctor"},{"id":"yonatangross/orchestkit/memory"},{"id":"yonatangross/orchestkit/demo-producer"}]},"slug":{"owner":"yonatangross","repo":"orchestkit","skill":"skill-evolution"},"version":"8bf016ac"}