compound-learnings - Transform Session Learnings to Permanent Capabilities
Transform ephemeral session learnings into permanent skills, rules, and agents
Tags
Updated: 2026-03-22Capabilities
Typical Inputs
Typical Outputs
What this skill does
- read learnings files
- extract patterns
- consolidate similar patterns
- detect meta-patterns
- categorize patterns
- apply signal thresholds
- propose artifacts
- create rules
- create skills
- create hooks
- update agents
- generate summary report
Inputs
- learnings files from .claude/cache/learnings/
- project directory structure
Outputs
- rule files
- skill files
- hook files
- agent updates
- summary report
Requirements
- access to Claude project directory
- Read, Glob, Grep, Write, Edit, Bash tools