cyberneticlibrary
index-sheriffskillsetup L1381
majiayu000/claude-skill-registry
What it does

Audit and optimize search indexes for performance and coverage

Best for

Search performance improves when indexes are audited and optimized against actual query patterns rather than guessed based on schema.

Inputs
  • · index_schema
  • · query_logs
  • · coverage_metrics
Outputs
  • · index_audit_report
  • · optimization_recommendations
Requires
  • · Elasticsearch
  • · Algolia
  • · database indexes
Preconditions

Index exists; query logs available; performance baseline known

Failure modes
  • · Missing indexes on high-cardinality filters
  • · Over-indexing (storage bloat)
  • · Query planner not using intended index
Trust signals
  • · Query log analysis
  • · Index fragmentation detection
  • · Query planner inspection