Compression
Description
--- 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 --- <section class="doc-hero"> <p class="doc-hero__kicker">Prompt 工程</p> <h1>Prompt Compression 提示词压缩</h1> <p class="doc-hero__lead">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。</p> <div class="doc-hero__meta" aria-label="本文信息"> <span>适合阶段：成本/延迟优化</span> <span>核心：LLMLingua / 摘要 / KV Cache 复用<
Installation
Installs to ~/.claude/skills/yibo365-agent-camp-compression/SKILL.md
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.
Full documentation available on GitHub
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