This skill implements a high-rigor performance optimization pipeline. It moves from codebase analysis and static bottleneck detection (e.g., N+1 queries, memory leaks) through a structured phase of specification, planning, implementation, and verification.
Use this skill when an application suffers from high latency, slow response times, or suspected algorithmic inefficiencies. It is specifically designed for systematic bottleneck resolution rather than general refactoring.
codebase-analyzer, bottleneck-analyzer, specification-creator, and implementation-verifier.orchestrator-patterns.md framework for state management and gating.Designed for Claude Code and other agents supporting the Maister structured workflow framework.
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