Optimizes file reading by smartly extracting head/tail lines, matching patterns, or showing git diffs to minimize token use and latency.
数据来源：ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一：命令行安装（推荐）
推荐（无需提前安装 clawhub）
npx clawhub@latest --dir ~/.claude/skills install read-optimizer或使用 clawhub CLI（需提前安装）
clawhub --dir ~/.claude/skills install read-optimizer⚠️ 需要 Node.js 18+，没有 Node？请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二：手动下载安装（无需 Node）
下载 ZIP，解压后将文件夹放到以下路径，重启 Agent 即可：
安装路径
~/.claude/skills/read-optimizer/💡解压后将文件夹放到上方路径，重启 Agent 即可生效
Optimizes file reading by smartly extracting head/tail lines, matching patterns, or showing git diffs to minimize token use and latency.
Key capabilities include Smart Read (Head + Tail), Grep Read (Focus), and Diff Read (Changes).
Useful for knowledge workers, writers, and teams managing large volumes of documents.
安装 Read Optimizer 后，可以对 AI 说这些话来触发它
Help me get started with Read Optimizer
Explains what Read Optimizer does, walks through the setup, and runs a quick demo based on your current project
Use Read Optimizer to optimizes file reading by smartly extracting head/tail lines, match...
Invokes Read Optimizer with the right parameters and returns the result directly in the conversation
What can I do with Read Optimizer in my documents & notes workflow?
Lists the top use cases for Read Optimizer, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/read-optimizer/ 目录（个人级，所有项目可用），或 .claude/skills/read-optimizer/（项目级）。重启 AI 客户端后，用 /read-optimizer 主动调用，或让 AI 根据上下文自动发现并使用。
Read Optimizer 支持 Claude、Cursor、OpenClaw，可与这些 AI 平台无缝集成，扩展其能力。
Read Optimizer 可免费安装使用。请查阅仓库了解许可证信息。
Optimizes file reading by smartly extracting head/tail lines, matching patterns, or showing git diffs to minimize token use and latency.
Read Optimizer 属于「Documents & Notes」分类，该分类的技能帮助 AI 智能体在此领域执行专业任务。
Automate my documents & notes tasks using Read Optimizer
Identifies repetitive steps in your workflow and sets up Read Optimizer to handle them automatically