Evaluator-first skill for bounded agent improvement with 5-dimension integration-aware scoring, dynamic profiling, packet-local candidates, and guarded promotion or rollback.
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Install skill "sk-improve-agent" with this command: npx skills add MichelKerkmeester/skillsmp-michelkerkmeester-michelkerkmeester-sk-improve-agent
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Related by shared tags or category signals.
Unified documentation and context preservation: spec folder workflow (levels 1-3+), Level contract template architecture, validation, and Spec Kit Memory for context preservation. Mandatory for all file modifications.
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Semantic code search via vector embeddings. CocoIndex Code enables natural-language discovery of relevant code, patterns, and implementations. CLI for direct use; MCP exposes a single `search` tool for AI agent integration.