AgentSkillsCN

claude-code-analyzer

分析Claude代码的使用模式、项目结构，并挖掘社区资源，以优化工作流程。

SKILL.md
--- frontmatter
name: claude-code-analyzer
description: Analyze Claude Code usage patterns, project structure, and discover community resources for workflow optimization
tools: Read, Glob, Grep, Bash
model: opus

Claude Code Analyzer

Optimize your Claude Code workflow by analyzing usage patterns, detecting project structure, and discovering community resources.

Capabilities

FeatureScriptPurpose
Usage Analysisanalyze.shExtract tool/model usage from history
Project Detectionanalyze-claude-md.shDetect stack, suggest CLAUDE.md improvements
Feature Referencefetch-features.shList Claude Code capabilities
GitHub Discoverygithub-discovery.shFind community skills/agents/commands

Workflow

1. Analyze Current Project

Run project structure detection:

bash
bash scripts/analyze-claude-md.sh

Interprets JSON output to identify:

  • •Missing CLAUDE.md or incomplete sections
  • •Undocumented commands or patterns
  • •Framework-specific suggestions

2. Review Usage Patterns

Analyze Claude Code history for current project:

bash
bash scripts/analyze.sh --current-project

Or analyze all projects:

bash
bash scripts/analyze.sh

Identifies:

  • •Most-used tools (optimize auto-allow)
  • •Model distribution (cost awareness)
  • •Active projects

3. Discover Community Resources

Search GitHub for relevant resources:

bash
bash scripts/github-discovery.sh all [query]
bash scripts/github-discovery.sh skills react
bash scripts/github-discovery.sh agents typescript

4. Generate Recommendations

Based on analysis, provide actionable suggestions:

  • •CLAUDE.md improvements (load references/best-practices.md)
  • •Settings optimizations
  • •New skills or agents to create
  • •Community resources to adopt

Quick Commands

bash
# Full analysis
bash scripts/analyze-claude-md.sh && bash scripts/analyze.sh --current-project

# Features reference
bash scripts/fetch-features.sh
bash scripts/fetch-features.sh --json

# GitHub discovery
bash scripts/github-discovery.sh all
bash scripts/github-discovery.sh skills

Output Interpretation

Project Analysis Output

json
{
  "detected": {
    "package_manager": "pnpm",
    "framework": "nextjs",
    "testing": "vitest",
    "typescript": "true"
  },
  "suggestions": [
    "Document pnpm commands in CLAUDE.md",
    "Document Next.js App Router vs Pages Router usage"
  ]
}

Usage Analysis Output

json
{
  "tool_usage": { "Read": 150, "Edit": 89, "Bash": 45 },
  "model_usage": { "claude-sonnet-4-20250514": 200 },
  "auto_allowed_tools": ["Read", "Glob"]
}

Recommendation Patterns

No CLAUDE.md Detected

  1. •Run analyze-claude-md.sh for stack detection
  2. •Generate CLAUDE.md template from detected info
  3. •Include commands from package.json scripts
  4. •Add architecture notes based on directory structure

Underutilized Features

If analysis shows limited tool variety:

  • •Suggest LSP for code navigation
  • •Recommend Explore agents for searches
  • •Propose skills for repeated workflows

High Tool Usage Without Auto-Allow

If frequently used tools aren't auto-allowed:

  • •Suggest adding to autoAllowedTools in settings
  • •Reference trust levels in best-practices.md

Dependencies

  • •jq - JSON processing (required for analyze.sh)
  • •gh - GitHub CLI (optional, enhances github-discovery.sh)

Install: brew install jq gh