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Agent Skill · 研究检索

claude-md-improver(Claude MD improver 搜索)

claude-md-improver 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

claude-md-improver 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 1,453。

总安装 91,728周安装 3,945GitHub Stars 18,238下载 32,136核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:claude-md-improver(Claude MD improver 搜索)
来源仓库:https://github.com/anthropics/claude-plugins-official
仓库路径:skills/claude-md-improver
安装命令:
npx skills add https://github.com/anthropics/claude-plugins-official --skill claude-md-improver
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/anthropics/claude-plugins-official --skill claude-md-improver

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

审核和改进 CLAUDE.md 文件以优化 Claude Code 的项目上下文。

发现所有 CLAUDE.md 变体(项目根、本地覆盖、特定于包、全局默认值),并根据涵盖命令、架构清晰度、模式、简洁性、通用性和可操作性的质量标准评估每个变体 在进行任何更改之前输出详细的质量报告,其中包含每个文件的分数和具体的改进建议 仅在用户批准后才应用有针对性的最小更新,保留现有内容并显示每次添加的差异 标记常见问题,例如过时的命令、缺少依赖项、过时的架构以及阻碍未来 Claude 会话的未记录的陷阱

来源仓库内路径:skills/claude-md-improver

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/anthropics/claude-plugins-official --skill cla…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

claude-md-improver 怎么安装?

在终端执行 npx skills add https://github.com/anthropics/claude-plugins-official --skill claude-md-imp…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

claude-md-improver 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

claude-md-improver 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

claude-md-improver 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

claude-md-improver 用的人多吗?

公开数据是累计安装 91,728 次,近一周安装 3,945 次,下载 32,136 次,GitHub 18,238 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

claude-md-improver 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
claude-md-improver

Claude MD improver 搜索 · 本页

91,72818,238需要联网MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

CLAUDE.md Improver

Audit, evaluate, and improve CLAUDE.md files across a codebase to ensure Claude Code has optimal project context.

This skill can write to CLAUDE.md files. After presenting a quality report and getting user approval, it updates CLAUDE.md files with targeted improvements.

Workflow

Phase 1: Discovery

Find all CLAUDE.md files in the repository:

find . -name "CLAUDE.md" -o -name ".claude.md" -o -name ".claude.local.md" 2>/dev/null | head -50

File Types & Locations:

TypeLocationPurpose
Project root./CLAUDE.mdPrimary project context (checked into git, shared with team)
Local overrides./.claude.local.mdPersonal/local settings (gitignored, not shared)
Global defaults~/.claude/CLAUDE.mdUser-wide defaults across all projects
Package-specific./packages/*/CLAUDE.mdModule-level context in monorepos
SubdirectoryAny nested locationFeature/domain-specific context

Note: Claude auto-discovers CLAUDE.md files in parent directories, making monorepo setups work automatically.

Phase 2: Quality Assessment

For each CLAUDE.md file, evaluate against quality criteria. See references/quality-criteria.md for detailed rubrics.

Quick Assessment Checklist:

CriterionWeightCheck
Commands/workflows documentedHighAre build/test/deploy commands present?
Architecture clarityHighCan Claude understand the codebase structure?
Non-obvious patternsMediumAre gotchas and quirks documented?
ConcisenessMediumNo verbose explanations or obvious info?
CurrencyHighDoes it reflect current codebase state?
ActionabilityHighAre instructions executable, not vague?

Quality Scores:

  • A (90-100): Comprehensive, current, actionable
  • B (70-89): Good coverage, minor gaps
  • C (50-69): Basic info, missing key sections
  • D (30-49): Sparse or outdated
  • F (0-29): Missing or severely outdated

Phase 3: Quality Report Output

ALWAYS output the quality report BEFORE making any updates.

Format:

## CLAUDE.md Quality Report

### Summary
- Files found: X
- Average score: X/100
- Files needing update: X

### File-by-File Assessment

#### 1. ./CLAUDE.md (Project Root)
**Score: XX/100 (Grade: X)**

| Criterion | Score | Notes |
|-----------|-------|-------|
| Commands/workflows | X/20 | ... |
| Architecture clarity | X/20 | ... |
| Non-obvious patterns | X/15 | ... |
| Conciseness | X/15 | ... |
| Currency | X/15 | ... |
| Actionability | X/15 | ... |

**Issues:**
- [List specific problems]

**Recommended additions:**
- [List what should be added]

#### 2. ./packages/api/CLAUDE.md (Package-specific)
...

Phase 4: Targeted Updates

After outputting the quality report, ask user for confirmation before updating.

Update Guidelines (Critical):

  1. Propose targeted additions only - Focus on genuinely useful info:

- Commands or workflows discovered during analysis - Gotchas or non-obvious patterns found in code - Package relationships that weren't clear - Testing approaches that work - Configuration quirks

  1. Keep it minimal - Avoid:

- Restating what's obvious from the code - Generic best practices already covered - One-off fixes unlikely to recur - Verbose explanations when a one-liner suffices

  1. Show diffs - For each change, show:

- Which CLAUDE.md file to update - The specific addition (as a diff or quoted block) - Brief explanation of why this helps future sessions

Diff Format:

### Update: ./CLAUDE.md

**Why:** Build command was missing, causing confusion about how to run the project.

+ ## Quick Start + + ``bash + npm install + npm run dev # Start development server on port 3000 + ``

Phase 5: Apply Updates

After user approval, apply changes using the Edit tool. Preserve existing content structure.

Templates

See references/templates.md for CLAUDE.md templates by project type.

Common Issues to Flag

  1. Stale commands: Build commands that no longer work
  2. Missing dependencies: Required tools not mentioned
  3. Outdated architecture: File structure that's changed
  4. Missing environment setup: Required env vars or config
  5. Broken test commands: Test scripts that have changed
  6. Undocumented gotchas: Non-obvious patterns not captured

User Tips to Share

When presenting recommendations, remind users:

  • # key shortcut: During a Claude session, press # to have Claude auto-incorporate learnings into CLAUDE.md
  • Keep it concise: CLAUDE.md should be human-readable; dense is better than verbose
  • Actionable commands: All documented commands should be copy-paste ready
  • Use .claude.local.md: For personal preferences not shared with team (add to .gitignore)
  • Global defaults: Put user-wide preferences in ~/.claude/CLAUDE.md

What Makes a Great CLAUDE.md

Key principles:

  • Concise and human-readable
  • Actionable commands that can be copy-pasted
  • Project-specific patterns, not generic advice
  • Non-obvious gotchas and warnings

Recommended sections (use only what's relevant):

  • Commands (build, test, dev, lint)
  • Architecture (directory structure)
  • Key Files (entry points, config)
  • Code Style (project conventions)
  • Environment (required vars, setup)
  • Testing (commands, patterns)
  • Gotchas (quirks, common mistakes)
  • Workflow (when to do what)

平台分布

Claude Code

30.7%
按下载量换算9,866

Codex

22.97%
按下载量换算7,382

OpenCode

18.75%
按下载量换算6,026

Gemini CLI

11.71%
按下载量换算3,763

Cursor

7.36%
按下载量换算2,365

Antigravity

3.36%
按下载量换算1,080

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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