10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 476 ms

1. 1memory-optimizationverified and signedpassport

   skillaj-geddes/useful-ai-promptsrecord

   • memory-optimization

     Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve efficiency for better performance and reliability.

2. 2memory-optimizeverified and signedpassport

   skillkochetkov-ma/claude-brewcoderecord

   • memory-optimize

     Optimizes Claude Code memory files in 4 interactive steps: removes duplicates, migrates rules to CLAUDE.md/rules files, compresses remaining entries, validates with cleanup. Typical reduction: 30-50% on token count.

3. 3memory-evolutionverified and signedpassport

   skillnhadaututtheky/neural-memoryrecord

   • memory-evolution

     Evidence-based memory optimization from real usage patterns. Analyzes recall performance, identifies bottlenecks, suggests consolidation/pruning/enrichment, and tracks improvement over time via checkpoint Q&A.

4. 4spark-optimizationverified and signedpassport

   skillwshobson/agentsrecord

   • spark-optimization

     Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

5. 5kuzu-memoryfound in code, not yet checkedno passport yet

   MCP serverbobmatnyc/kuzu-memory

   • kuzu_optimize

     LLM-initiated memory optimization: Compact and optimize frequently-accessed

6. 6Project Memory MCPfound in code, not yet checkedno passport yet
   • optimize_ai_memory

     Deprecated compatibility wrapper. Prefer suggest_memory_optimization followed by apply_memory_optimization.

   • apply_memory_optimization

     Apply safe memory optimization actions to the .ai directory, including formatting cleanup, deduplication, and recent-changes archiving.

7. 7Memory-Manfound in code, not yet checkedno passport yet
   • memory_analyze_storage

     Analyze memory storage and suggest optimizations

8. 8Kiro MCP Memoryfound in code, not yet checkedno passport yet

   MCP servercbunting99/enhanced-mcp-memory

   • optimize_memories

     Analyze and optimize memory storage

9. 9obsidian-memoryfound in code, not yet checkedno passport yet

   MCP serverworamet-l/obsidian-memory

   • optimize_summaries

     Optimize memory summaries for better retrieval performance. Supports missing-only or full regeneration modes. Use dry_run first.