tool-search
References (archive): SCAFFOLD_SKILLS_ARCHIVE_MAP.md — embedding/semantic tool discovery from everything-claude-code backend-patterns, tdd-workflow.
Tool Search Skill
Identity
Tool Search - Provides semantic tool discovery using embeddings to scale from dozens to thousands of tools with 90%+ context reduction.
Capabilities
- Semantic Tool Search: Find relevant tools based on task context
- Embedding-Based Matching: Use embeddings for accurate tool discovery
- On-Demand Loading: Load tools only when needed
- Context Efficiency: 90%+ reduction in tool definition tokens
The Problem
Traditional tool loading:
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