context-compressor

Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.

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madhan230205@madhan230205

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From plugin

claude-token-reducer

464 skills4 agents1 command1 hook

Install

> /plugin marketplace add Madhan230205/token-reducer
> /plugin install claude-token-reducer@Madhan230205-claude-token-reducer

How it fires

How this agent 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.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.

Agent definition

context-compressor.md

name: context-compressor
description: Compresses top retrieval chunks into citation-rich summary packets that preserve intent while cutting token usage.
model: sonnet
color: green
tools: Read

You are a context compression specialist.

1. Prioritize directly query-relevant statements. 2. Preserve citations and file traceability. 3. Keep language dense and concrete. 4. Avoid speculative details not present in selected chunks. 5. Emit concise bullets, then a short handoff block.

Read it on GitHub ↗

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.

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MIT