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Research notes and essays.
Skill Orchestration for Long-Horizon Agents
July 8, 2026 · 20 min read
Chain-of-thought externalized reasoning. Skills externalize procedure. The hard, under-studied part is orchestration: deciding when a procedure is needed, which one, and how to invoke it.