Consolidate Memory

Periodic refinement of MEMORY.md files across projects. Prunes redundant entries, merges overlapping knowledge, generates higher-order abstractions from accumulated patterns, and removes stale or superseded entries.

Inspired by npcsh's knowledge graph sleep/dream cycles — memory consolidation applied to research project knowledge.

When to Use

• Monthly maintenance (pair with /system-audit)
• When a MEMORY.md exceeds 100 entries
• After completing a major project milestone (e.g., paper submission)
• When starting a new session and MEMORY.md feels cluttered
• When the same correction keeps appearing across multiple projects

When NOT to Use

• During active work sessions — consolidation is a maintenance task
• When MEMORY.md has fewer than 10 entries — not enough to consolidate
• Immediately after recording [LEARN] tags — let knowledge accumulate first