evolution-loop
CommunitySelf-improvement by pattern detection and updates.
Software Engineering#automation#self-improvement#evolution#pattern-detection#skill-updates#failure-autopsy#measurement-integrity
Authorbordenet
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Self-improvement cycle: scans session logs, failure autopsies, and decision logs for recurring patterns. Auto-generates skill updates or new skills. Tracks improvement metrics over time.
Core Features & Use Cases
- Detect recurring failure patterns across sessions and generate targeted skill updates.
- Auto-create new skills from discovered patterns and track their adoption.
- Measure improvement metrics over time to validate effectiveness and guardrails.
Quick Start
Run evolution-loop after a major session to identify recurring patterns and queue skill updates.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: evolution-loop Download link: https://github.com/bordenet/superpowers-plus/archive/main.zip#evolution-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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