yibo365

Compression — Development skill for Claude Code

Development community

用 LLMLingua、token pruning 等技术把长 prompt 压到 1/3-1/5，省钱、降延迟、不掉效果——长上下文时代必备的工程手段.

How to install Compression

Installs to ~/.claude/skills/yibo365-agent-camp-compression/SKILL.md

Terminal

mkdir -p ~/.claude/skills/yibo365-agent-camp-compression && curl -fsSL https://raw.githubusercontent.com/yibo365/agent-camp/HEAD/prompt/compression.md -o ~/.claude/skills/yibo365-agent-camp-compression/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Compression does

title: Prompt Compression 提示词压缩 description: 用 LLMLingua、token pruning 等技术把长 prompt 压到 1/3-1/5，省钱、降延迟、不掉效果——长上下文时代必备的工程手段。 pageClass: prompt-compression-page

Prompt 工程

Prompt Compression 提示词压缩

用 LLMLingua、token pruning 等技术把长 prompt 压到 1/3-1/5——省钱、降延迟、不掉效果，长上下文时代必备。

适合阶段：成本/延迟优化核心：LLMLingua / 摘要 / KV Cache 复用<

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