/token-reducer
Use this skill whenever the user needs to reduce context bloat, lower token usage, summarize large code/docs corpora, run FTS plus embeddings retrieval, rerank top chunks, and produce compact context packets before implementation work. Also trigger when users say context is too
shell
$ npx -y skills add Madhan230205/token-reducer --skill token-reducer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude 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
The summary Claude sees to decide when to auto-load this skill.
Use this skill whenever the user needs to reduce context bloat, lower token usage, summarize large code/docs corpora, run FTS plus embeddings retrieval, rerank top chunks, and produce compact context packets before implementation work. Also trigger when users say context is too
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