Development
Command
/token-reducer
Build a compact context packet with preprocess, BM25-ranked FTS retrieval, adaptive vector fallback, reranked top-K chunks (default 3 from settings), relevance-floor filtering, and compression.
shell
$ npx -y skills add Madhan230205/token-reducer --agent claude-codeShips with claude-token-reducer. Installing the plugin gets this command.
How it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/token-reducer
Context preview
What this command does when you run it.
Build a compact context packet with preprocess, BM25-ranked FTS retrieval, adaptive vector fallback, reranked top-K chunks (default 3 from settings), relevance-floor filtering, and compression.
Ships withclaude-token-reducer
⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.
Get the whole plugin, auto-invoked
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Maintained
Maintenance
Python
Language
MIT
License
3mo ago
Last commit
4mo ago
Created
Repo: Madhan230205/token-reducer