What problem does it solve?
Performing in-depth technical analysis and documenting complex code logic, architecture, or performance bottlenecks is a highly specialized and time-consuming task. This Skill automates this deep analysis and generates structured reports, including crucial complexity metrics.
Core Features & Use Cases
- Two-Stage Deep Analysis: First, it uses Gemini CLI (via
clink) for deep code analysis. Second, it uses docgen to generate structured technical documents.
- Big O Complexity Analysis: All generated documents include detailed Big O notation for time and space complexity, providing critical performance insights.
- Automated Diagram Generation: Automatically creates Mermaid diagrams (flowcharts, sequence diagrams, ER diagrams) to visualize complex architectures and processes.
- Specialized Document Types: Excels at generating reports for code logic deep dives, model architecture analysis, performance bottleneck analysis, technical debt assessment, and security analysis.
- Use Case: Ask Claude "深度分析 model_training.py 的训练逻辑，包括复杂度." The skill will analyze the code, calculate its Big O complexity, and generate a comprehensive report with Mermaid diagrams, saving you days of manual effort.
Quick Start
To analyze code logic with complexity
使用gemini深度分析 src/model_training.py 的训练逻辑，包括复杂度分析
To generate an architecture analysis document
生成整个数据处理流程的架构分析文档，评估设计复杂度
