From memsearch-enhanced
Mine memsearch history for recurring patterns and promote them to auto-memory. Run periodically to distill durable knowledge from session logs.
How this skill is triggered — by the user, by Claude, or both
Slash command
/memsearch-enhanced:insightsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Mine memsearch history for recurring patterns and promote valuable ones
Mine memsearch history for recurring patterns and promote valuable ones into auto-memory. If no patterns are found, say so. Do not invent patterns.
Search memsearch for patterns that repeat across sessions:
Memsearch has three layers of progressively deeper recall:
Run memsearch search "<query>" --top-k 10 --json-output
to find relevant memory chunks. Start with broad queries:
For promising results, run memsearch expand <chunk_hash>
to see the full markdown section with context.
If you need exact wording:
memsearch transcript <jsonl_path> to list all turnsmemsearch transcript <jsonl_path> --turn <uuid> --context 3 for a specific turnSearch (L1): Run broad queries across the project collection to find candidate patterns. Look for themes that appear in multiple results.
Expand (L2): For each candidate, expand the chunk to see full context. Verify the pattern is real, not a one-off.
Drill down (L3, optional): If the pattern involves a specific correction or decision, drill into the transcript for exact wording and reasoning.
Check existing memory: Read the current auto-memory files to know what's already captured. Don't duplicate.
Promote: For each new pattern worth keeping, save it using the auto-memory system following the instructions in your system prompt. Use the appropriate type:
feedback for corrections, preferences, and style guidanceproject for ongoing initiatives, goals, and constraintsuser for role, expertise, and working stylereference for pointers to external systems and resourcesPrune: Check existing memories against current memsearch data. If a memory claims something that contradicts recent sessions, update or remove it.
Report what you found and what you promoted. Be brief.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub chrisfentiman/claudesplace --plugin memsearch-enhanced