filesystem-context

What problem does it solve?

This Skill addresses the limitations of fixed context windows by enabling agents to dynamically manage and retrieve information from the filesystem, effectively providing an unlimited memory.

Core Features & Use Cases

• Context Offloading: Store large tool outputs or intermediate results in files to prevent context window bloat.
• Persistent State: Save agent plans, learned preferences, or sub-agent communications to files for long-term memory.
• Dynamic Discovery: Use file search tools (grep, glob) to retrieve specific information on demand, rather than loading everything at once.
• Use Case: An agent processing a large web search result can offload the raw HTML to a file, then use grep to extract only the relevant product details, keeping the context window clean and focused.

Quick Start

Use the filesystem-context skill to save the output of the 'web_search' tool to a file.