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Skill Distiller (One-Liner)

这是轻量版技能压缩工具,核心功能是当用户提出压缩、提炼技能上下文的需求时,解析技能模块并按重要性评分,移除低价值部分保留核心模块,生成约100令牌的精简文档,保留70%功能。适用于需减少技能上下文令牌占用的场景,输出含功能得分、令牌缩减统计、删留模块列表的精简Markdown文档。

leegitw
leegitw
热度 37.58
最近更新 2026-05-11 17:43:19
分类:效率依赖:内部调用大模型应用场景:摘要总结

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add neon-skill-distiller-oneliner
Metadata
name
Skill Distiller (One-Liner)
version
0.2.1
description
Skill compression reminder in 100 tokens — just trigger, action, result.
author
Live Neon <lee@liveneon.ai>
homepage
https://github.com/live-neon/skills/tree/main/skill-distiller/oneliner
repository
live-neon/skills
license
MIT
user-invocable
true
disable-model-invocation
true
emoji
🗜️
tags
["compression","skills","optimization","context-window","token-reduction","quick-reference","minimal","openclaw"]

Skill Distiller (One-Liner)

Minimal reference variant (~100 tokens, ~70% functionality, LLM-estimated). Full reference: ../SKILL.reference.md.

TRIGGER: User asks to compress, distill, or reduce a skill's context usage

ACTION: Parse skill into sections (TRIGGER/INSTRUCTION/EXAMPLE/etc), score importance via LLM, remove low-value sections while preserving protected patterns (YAML name/description, N-count tracking, task creation)

RESULT: Compressed skill markdown with functionality score (0-100%), token reduction stats, and list of removed/kept sections


Related

Variant Tokens Functionality
skill-distiller (main) ~400 ~90% (formula)
compressed ~975 ~90% (prose)
oneliner (this) ~100 ~70%

Full reference: SKILL.reference.md (~2,500 tokens, ~90%)

Functionality scores are LLM-estimated.