← ClaudeAtlas

fewwordlisted

Use this skill when tool outputs exceed 2000 tokens, tasks span multiple conversation turns, sub-agents need to share state, context window is bloating, plans need to persist across summarization, terminal/log output needs selective querying, or when user mentions "offload context", "dynamic context discovery", "filesystem memory", "scratch pad", "reduce context bloat", or "just-in-time context loading".
sheeki03/Few-Word · ★ 38 · Data & Documents · score 64
Install: claude install-skill sheeki03/Few-Word
# FewWord - Filesystem-Based Context Engineering The filesystem provides a single interface for storing, retrieving, and updating effectively unlimited context. This addresses the fundamental constraint that context windows are limited while tasks often require more information. **Core insight**: Files enable dynamic context discovery—pull relevant context on demand rather than carrying everything in the context window. **v1 Feature**: Bash commands are automatically intercepted and their output is offloaded to files when large. You will see a pointer and preview instead of full output. ## Directory Structure ``` project/ └── .fewword/ # All plugin data in one namespace ├── scratch/ # Ephemeral (auto-cleaned hourly) │ ├── tool_outputs/ # Offloaded command outputs │ └── subagents/ # Agent workspace files ├── memory/ # Persistent (survives cleanup) │ ├── plans/ # Archived completed plans │ ├── history/ # Archived sessions │ ├── patterns/ # Discovered patterns │ └── preferences.yaml # User preferences ├── index/ # Metadata tracking │ ├── current_plan.yaml # THE canonical active plan │ ├── tool_log.jsonl # Tool execution log │ └── mcp_metadata.jsonl # MCP tool metadata └── DISABLE_OFFLOAD # Create to dis