Build On-Demand Specialist Agents Using Claude's Folder System
anselm · x · 2026-08-04
Introduces how to leverage Anthropic's folder system for Claude to build an on-demand specialist agent workflow.
- On-Demand Loading: By creating folders for specific skills, Claude reads only a single trigger line at startup, preventing context bloat.
- Automatic Wake-up: Skill modules activate automatically when users input specific keywords (e.g., "invoice" or "deploy"), requiring no manual selection.
- Dynamic Stacking: Multiple skills can silently stack for a single task and automatically unload when the topic changes.
Related event: Build On-Demand Expert Agents with Claude Skills(2 posts)→
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