analyze-code
CommunityUncover code insights, save tokens, debug faster.
Software Engineering#architecture#software engineering#code analysis#performance#debugging#security#dependency tracing
Authoryangsi7
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill performs efficient, intelligence-first code analysis to diagnose bugs, understand architecture, identify performance bottlenecks, and assess security. By querying metadata before reading files, it drastically reduces token usage and speeds up investigation.
Core Features & Use Cases
- Intelligence-First Approach: Utilizes
project-intel.mjsto search for relevant files, analyze symbols, and trace dependencies, achieving 80-95% token savings compared to direct file reading. - Comprehensive Analysis Types: Supports bug diagnosis (e.g., infinite re-renders), architecture analysis (e.g., circular dependencies), and performance analysis (e.g., N+1 queries).
- MCP Verification & CoD^Σ Trace: Verifies findings against authoritative sources (e.g., React docs) and generates a complete Chain-of-Thought (CoD^Σ) trace for transparent, evidence-backed conclusions.
- Use Case: If a user reports "LoginForm re-renders infinitely," this Skill will efficiently pinpoint the root cause (e.g., an incomplete
useEffectdependency array atsrc/components/LoginForm.tsx:47), provide evidence, and recommend a fix, all while minimizing token cost.
Quick Start
Use the analyze-code skill to investigate why 'src/components/UserList.tsx' is loading slowly.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: analyze-code Download link: https://github.com/yangsi7/fine-tuning-exercise-generation/archive/main.zip#analyze-code Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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