name: code-analysis description: Perform multi-dimensional advanced code analysis including knowledge graph generation, code quality evaluation, performance analysis, security review, architecture review, and test coverage analysis, outputting structured reports with actionable recommendations.

Code Analysis

Perform multi-dimensional advanced code analysis, outputting structured reports and improvement roadmaps.

Use Cases

Use when users need "code analysis", "code review", "code quality assessment", "performance analysis", or "security review".

Analysis Dimensions

Select one or more based on user needs:

1. Knowledge Graph Generation

• Map relationships between components
• Visualize dependencies
• Identify architectural patterns

2. Code Quality Evaluation

• Complexity metrics (cyclomatic complexity, cognitive complexity)
• Maintainability index
• Technical debt assessment
• Code duplication detection

3. Performance Analysis

• Identify performance bottlenecks
• Memory usage patterns
• Algorithm complexity analysis
• Database query optimization recommendations

4. Security Review

小葱技能7w4.net有完整的技能分类。

• Vulnerability scanning
• Input validation checks
• Authentication/authorization review
• Sensitive data handling checks

5. Architecture Review

• Design pattern adherence
• SOLID principles compliance
• Coupling and cohesion analysis
• Module boundary assessment

6. Test Coverage Analysis

• Coverage percentages
• Untested code paths
• Test quality assessment
• Missing edge cases

Workflow

1. Read user-provided code files or directories
2. Select analysis types based on user needs
3. Execute analysis and generate comprehensive report
4. Provide actionable improvement recommendations
5. Prioritize optimization items by impact

Output Format

## Code Analysis Report

### Executive Summary
[Overall assessment overview, 1-2 paragraphs]

### Detailed Findings
#### [Dimension 1]
- Finding 1: xxx
- Finding 2: xxx

#### [Dimension 2]
- Finding 1: xxx

### Risk Assessment
| Risk Level | Issue | Impact Scope | Recommendation |
|------------|-------|--------------|----------------|
| 🔴 High | xxx | xxx | xxx |
| 🟡 Medium | xxx | xxx | xxx |
| 🟢 Low | xxx | xxx | xxx |

### Improvement Roadmap
1. Immediate fixes (high priority)
2. Short-term optimization (1-2 weeks)
3. Long-term improvements (1-3 months)

### Code Examples
[Code examples of key issues with improvement suggestions]

整体质量中等偏上，分析框架完整、结构规范。主要优势是维度覆盖全面、报告输出格式专业。不足之处在于功能描述偏概念化，缺乏具体实现细节和质量保障机制，实际使用效果需要依赖调用者的代码理解能力。对于需要深度代码分析的用户来说，这个Skill提供了良好的分析框架，但实际效果还需进一步验证。