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From engram
Run memory consolidation to distill episodic memories into semantic knowledge. Use at the end of long sessions or when memory quality needs maintenance.
npx claudepluginhub tstockham96/engram-pluginHow this skill is triggered — by the user, by Claude, or both
Slash command
/engram:memory-consolidateThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Consolidation distills raw episodic memories (individual conversations, events) into higher-level semantic knowledge (patterns, insights, generalized facts). This keeps your memory lean and high-signal over time.
Optimizes neural memory through usage pattern analysis, recall performance, bottleneck detection, and consolidation/pruning/enrichment actions tracked via checkpoint Q&A.
Audits Pensyve memories for staleness (>30 days unaccessed or low retrievability), contradictions, low confidence (<0.5), and consolidation candidates, then offers confirmed cleanup actions. Use periodically.
Persists learnings into a 5-layer memory hierarchy (CLAUDE.md files, memory/MEMORY.md) and consolidates by pruning outdated entries and promoting recurring patterns. Triggers on 'extract learnings', 'remember', 'dream'.
Share bugs, ideas, or general feedback.
Consolidation distills raw episodic memories (individual conversations, events) into higher-level semantic knowledge (patterns, insights, generalized facts). This keeps your memory lean and high-signal over time.
engram_consolidate()
The consolidation engine: