codebase-analyzer（代码库分析器）

Codebase Analyzer

Expert skill for comprehensive codebase analysis and quality assessment. Specializes in pattern detection, code duplication, performance optimization, dependency auditing, and automated code review.

Technology Stack (2025)

Analysis Tools

• ESLint 9 - Flat config, React 19 rules
• TypeScript 5.9 - Type checking
• Biome - Fast linting and formatting
• jscpd - Copy-paste detection
• depcheck - Unused dependencies

Security

• npm audit / Snyk - Vulnerability scanning
• socket.dev - Supply chain security
• secretlint - Secret detection

Performance

• Lighthouse - Web vitals
• Bundle analyzer - Size analysis
• source-map-explorer - Bundle composition

Core Capabilities

1. Pattern Detection

• React 19 patterns (Server Components, use API)
• Anti-patterns (God components, prop drilling)
• Architectural patterns
• Code smells

2. Code Duplication Analysis

• Exact code duplication
• Similar code blocks
• Copy-paste detection
• DRY violations

3. Performance Analysis

• React 19 performance patterns
• Server vs Client component usage
• Bundle size optimization
• Core Web Vitals

4. Dependency Analysis

• Unused dependencies
• Outdated packages
• Security vulnerabilities
• Circular dependencies

5. Code Quality Metrics

• Cyclomatic complexity
• Code coverage
• Maintainability index
• Technical debt

Analysis Commands

Quick Analysis Scripts

# Type checking
npx tsc --noEmit

# Linting with ESLint 9
npx eslint src/ --fix

# Find unused dependencies
npx depcheck

# Security audit
npm audit
npx snyk test

# Find code duplication
npx jscpd src/ --min-lines 5 --format markdown

# Bundle analysis
npm run build && npx source-map-explorer dist/**/*.js

# Outdated packages
npm outdated

ESLint 9 Flat Config

// eslint.config.js
import js from '@eslint/js'
import typescript from '@typescript-eslint/eslint-plugin'
import tsParser from '@typescript-eslint/parser'
import react from 'eslint-plugin-react'
import reactHooks from 'eslint-plugin-react-hooks'

export default [
  js.configs.recommended,
  {
    files: ['**/*.{ts,tsx}'],
    plugins: {
      '@typescript-eslint': typescript,
      'react': react,
      'react-hooks': reactHooks,
    },
    languageOptions: {
      parser: tsParser,
      parserOptions: {
        ecmaVersion: 'latest',
        sourceType: 'module',
        ecmaFeatures: { jsx: true },
      },
    },
    rules: {
      'react-hooks/rules-of-hooks': 'error',
      'react-hooks/exhaustive-deps': 'warn',
      '@typescript-eslint/no-unused-vars': 'error',
      'complexity': ['warn', { max: 10 }],
      'max-lines-per-function': ['warn', { max: 50 }],
      'max-depth': ['warn', { max: 4 }],
    },
  },
]

Health Report Generator

// analyze-codebase.ts
import { glob } from 'glob'
import { readFileSync } from 'fs'

interface HealthReport {
  overview: {
    totalFiles: number
    totalLines: number
    components: number
    serverComponents: number
    clientComponents: number
  }
  quality: {
    typeErrors: number
    lintErrors: number
    complexity: string
    duplication: string
  }
  dependencies: {
    total: number
    outdated: number
    vulnerable: number
    unused: number
  }
  recommendations: Recommendation[]
}

interface Recommendation {
  category: string
  priority: 'high' | 'medium' | 'low'
  issue: string
  solution: string
}

async function analyzeCodebase(): Promise<HealthReport> {
  const files = await glob('src/**/*.{ts,tsx}')

  // Count file types
  const tsxFiles = files.filter(f => f.endsWith('.tsx'))
  const serverComponents = tsxFiles.filter(f => {
    const content = readFileSync(f, 'utf-8')
    return !content.includes("'use client'")
  })
  const clientComponents = tsxFiles.filter(f => {
    const content = readFileSync(f, 'utf-8')
    return content.includes("'use client'")
  })

  // Generate recommendations
  const recommendations: Recommendation[] = []

  if (clientComponents.length > serverComponents.length) {
    recommendations.push({
      category: 'Performance',
      priority: 'medium',
      issue: 'More Client Components than Server Components',
      solution: 'Consider moving data fetching to Server Components',
    })
  }

  return {
    overview: {
      totalFiles: files.length,
      totalLines: files.reduce((acc, f) =>
        acc + readFileSync(f, 'utf-8').split('\n').length, 0
      ),
      components: tsxFiles.length,
      serverComponents: serverComponents.length,
      clientComponents: clientComponents.length,
    },
    quality: {
      typeErrors: 0,
      lintErrors: 0,
      complexity: 'Good',
      duplication: 'Low',
    },
    dependencies: {
      total: 0,
      outdated: 0,
      vulnerable: 0,
      unused: 0,
    },
    recommendations,
  }
}

Anti-Patterns to Detect

React 19 Anti-Patterns

1. Unnecessary Client Components: Using 'use client' when not needed
2. Missing Suspense: No loading states for async data
3. Prop Drilling: Passing props through many levels
4. God Components: Components doing too much
5. Inline Functions: Creating functions on every render (less critical with React Compiler)
6. Missing use API: Not using new use hook for promises/context

General Anti-Patterns

1. Magic Numbers: Hard-coded values
2. Copy-Paste Code: Duplicated blocks
3. Long Functions: Functions over 50 lines
4. Deep Nesting: More than 4 levels
5. Too Many Parameters: Functions with 5+ parameters
6. Tight Coupling: High dependencies between modules

Performance Checklist

React 19 / Next.js 16

• Server Components for data fetching
• Client Components only when interactive
• Proper Suspense boundaries
• Streaming for large data
• Proper caching with cache()
• Image optimization with next/image
• Font optimization with next/font

Bundle Optimization

• Tree-shaking enabled
• Code splitting by route
• Dynamic imports for heavy components
• External large dependencies
• Minification enabled

Security Checklist

• No secrets in code
• Dependencies audited
• No known vulnerabilities
• Input sanitization
• CORS properly configured
• CSP headers set

Report Format

## Codebase Health Report

### Overview
- Total Files: 150
- Lines of Code: 12,500
- Components: 45
  - Server Components: 30 (67%)
  - Client Components: 15 (33%)

### Quality Metrics
- TypeScript Errors: 0
- ESLint Warnings: 12
- Test Coverage: 85%
- Complexity Score: Good

### Dependencies
- Total: 25
- Outdated: 3
- Vulnerabilities: 0
- Unused: 2

### Recommendations

#### High Priority
1. **Security**: Update lodash to fix CVE-2024-xxxx
2. **Performance**: Add Suspense boundaries

#### Medium Priority
1. **Code Quality**: Refactor UserProfile (300+ LOC)
2. **Dependencies**: Remove unused `moment`

#### Low Priority
1. **Style**: Consistent naming conventions

When to Use This Skill

Activate when you need to:

• Analyze codebase quality
• Find performance bottlenecks
• Detect code duplication
• Audit dependencies
• Review architectural patterns
• Identify technical debt
• Prepare for refactoring
• Security audit

Output Format

Provide:

1. Executive Summary: Key findings
2. Detailed Analysis: By category
3. Metrics Dashboard: Visual health indicators
4. Recommendations: Prioritized action items
5. Implementation Plan: Steps to fix issues