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Token Lean Summarizer
This repo ships disciplined summarization frameworks to keep outputs concise without dropping key details. Useful across research, standups, and handoff docs.
Excellent tokens
Beginner
Fresh
Desktop
Code
API
MCP
Token efficiency-10-22% net tokens
Net token reducer for verbose chats and reports.
What problem it solves
Overly long outputs that are expensive and hard to scan.
When to use
- Weekly updates
- Research condensation
- Client-ready summaries
When to avoid
- You need long narrative content with high detail
Use cases
Executive recap mode
Produce concise decision-ready summaries from long threads.
Long context windowsBusy stakeholders
Example workflow
- 1Paste raw notes or long transcript
- 2Run concise summarizer mode
- 3Request optional detail expansion only where needed
- 4Share final summary
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