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claude-md-improver

🔒 测试与安全
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负责全面审计和优化代码仓库中的 CLAUDE.md 文件,通过扫描定位各类上下文文件,评估其在命令完整性、架构清晰度、时效性等方面的质量,生成详细评分报告,并在用户确认后精准补充缺失的关键信息,如可执…

简介

负责全面审计和优化代码仓库中的 CLAUDE.md 文件,通过扫描定位各类上下文文件,评估其在命令完整性、架构清晰度、时效性等方面的质量,生成详细评分报告,并在用户确认后精准补充缺失的关键信息,如可执…

核心能力速览
✓所属分类:🔒 测试与安全
✓通过 Agent Skills 协议,将「能力」封装为可复用、可安装的 AI 组件
✓支持按需加载领域知识与工具,让通用模型转变为特定任务的专家
适用场景

适用于「🔒 测试与安全」相关场景,可作为可复用的 AI 能力组件,接入支持 Agent Skills 的 AI 客户端(如 Claude、Cursor、Cline 等),按需调用以扩展模型能力。

Skills.MD
nameclaude-md-improver
descriptionAudit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "CLAUDE.md maintenance" or "project memory optimization".
toolsRead, Glob, Grep, Bash, Edit

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:

Type Location Purpose
Project root ./CLAUDE.md Primary project context (checked into git, shared with team)
Local overrides ./.claude.local.md Personal/local settings (gitignored, not shared)
Global defaults ~/.claude/CLAUDE.md User-wide defaults across all projects
Package-specific ./packages/*/CLAUDE.md Module-level context in monorepos
Subdirectory Any nested location Feature/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:

Criterion Weight Check
Commands/workflows documented High Are build/test/deploy commands present?
Architecture clarity High Can Claude understand the codebase structure?
Non-obvious patterns Medium Are gotchas and quirks documented?
Conciseness Medium No verbose explanations or obvious info?
Currency High Does it reflect current codebase state?
Actionability High Are 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
  2. 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
  3. 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.

```diff
+ ## 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](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)
快捷安装

在终端执行以下命令,即可将本 Skill 安装到本地 AI 客户端:

npx skills add anthropics/claude-plugins-official

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