winnow

by GhalebDweikat · Claude Skill · ★ 112

About winnow

winnow A calibrated context sieve for Claude Code. Every large , , or result is judged before it enters Claude's context. Blocks the judge is confident you don't need are replaced with a three-line stub: what was hidden, a one-paragraph summary from a cheap model, and a key that restores the full text on demand. Nothing is lost; it just stops costing tokens until you ask for it. Terms used below. The judge is the model that answers one yes/no question per block ("is this block needed for the current task?") with a probability.

claude-codeclaude-code-plugincontext-managementjevllm-agentstypesafe

Quick Facts

Stars112
Forks14
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score72.9146377608921/100
Open Issues2
Last Updated2026-10-06
Created2026-09-16
Platformsclaude-code, python
Est. Tokens~19k

Compatible Skills

These tools work well together with winnow for enhanced workflows:

  • jevmeter — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • jev-codex-router — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • HA-Jev — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • jev-drone — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • evolving-lite — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (63%)

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Frequently Asked Questions

What is winnow?

winnow is A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.. It is categorized as a Claude Skill with 112 GitHub stars.

What programming language is winnow written in?

winnow is primarily written in Python. It covers topics such as claude-code, claude-code-plugin, context-management.

How do I install or use winnow?

You can find installation instructions and usage details in the winnow GitHub repository at github.com/GhalebDweikat/winnow. The project has 112 stars and 14 forks, indicating an active community.

What license does winnow use?

winnow is released under the MIT license, making it free to use and modify according to the license terms.

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