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How does an AI agent pick from 686 skills in a second?
Empirical test of the skills-as-semantic-router pattern for Claude Code agents. 686 indexed skills, 62.5% strict top-1, 87.5% top-5 cluster, sub-second latency, 456x context-window saving.
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How does an AI agent pick from 686 skills in a second?
Empirical test of the skills-as-semantic-router pattern for Claude Code agents. 686 indexed skills, 62.5% strict top-1, 87.5% top-5 cluster, sub-second latency, 456x…
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How I Indexed 2,000 Claude Code Skills (And What the Install Data Says About AI Coding in 2026)
The problem: 2,000 skills, no map Claude Code skills exploded across 2025 and into 2026....