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…memory, auto-init Redesign inspired by beads' invariants: one-step setup, zero config, structured data. - Replace 3 scripts with single learn.sh handling all lifecycle events - Two-tier memory: global (~/.copilot/learnings.db) + local (.copilot-memory/) - Auto-initializes DBs and directories on first run - Compaction: old low-value learnings decay (60-day TTL), tool logs pruned (7 days) - Install is one step: cp -r hooks/continual-learning .github/hooks/ - Simplified README and SKILL.md to match
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Follow-up to #159. Redesigns the continual learning hook for simplicity.
What Changed
Before (v1): 3 separate scripts, 4-step install, flat memory, manual setup
After (v2): Single script, 1-step install, two-tier memory, auto-init
Install
One step. Everything auto-initializes on first session.
Key Design Changes
Single Script
learn.shhandles all lifecycle events via argument — no multi-script complexity:Two-Tier Memory
~/.copilot/learnings.db.copilot-memory/learnings.dbCompaction
Auto-Init
DBs and directories are created on first run. No manual
mkdir,chmod, or setup steps.Files Changed
hooks/continual-learning/learn.sh— new single script (replaces 3 scripts)hooks/continual-learning/hooks.json— updated to call learn.sh with event argshooks/continual-learning/README.md— concise, beads-style docs.github/skills/continual-learning/SKILL.md— updated to match new design