Stop Expanding Context Windows. This File System Fixes AI Agent Collapse.
Context window bloat silently kills AI agent performance. Instead of cramming more into prompts, modularize skills as on-demand files. This open-source SKILL.md registry keeps agents sharp by retrieving only what’s needed—proving the bottleneck is architecture, not model size.