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zedarvateszedarvates/botte-secrete/skills/prefix_pruner/SKILL.md

prefix-pruner

Skill2 starsChanged 3 months agoMITView on GitHub

Prefix prune le contexte — arbre de préfixes, diffing, élague les sections inutilisées. Use when you want to cut 5-10% more tokens by removing dead context.

1 other project uses a version of this, 1 of them edited.

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SKILL.md

Prefix Pruner

Élimine les sections de contexte que l'agent n'utilise jamais.

Stratégies

StratégieDescriptionGain
autoPrefix tree + usage tracking5-10%
aggressiveSupprime toute section < 0.3 usefulness10-15%
conservativeNe supprime que les sections jamais utilisées2-5%

Usage

python -m skills.prefix_pruner.cli prune < context.txt
python -m skills.prefix_pruner.cli tree
python -m skills.prefix_pruner.cli stats

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