cloudai-x/claude-workflow-v2/analyzing-projects

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Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this work?" or "what's the architecture?"

Install

npx vskill@latest install cloudai-x/claude-workflow-v2/analyzing-projects

SKILL.md

Analyzing Projects

When to Load
  • Trigger: Onboarding to a new project, "how does this work" questions, codebase exploration, understanding unfamiliar code
  • Skip: Already familiar with the project structure and patterns

Project Analysis Workflow

Copy this checklist and track progress:

Project Analysis Progress:
- [ ] Step 1: Quick overview (README, root files)
- [ ] Step 2: Detect tech stack
- [ ] Step 3: Map project structure
- [ ] Step 4: Identify key patterns
- [ ] Step 5: Find development workflow
- [ ] Step 6: Generate summary report

Step 1: Quick Overview

bash
# Check for common project markers
ls -la
cat README.md 2>/dev/null | head -50

Step 2: Tech Stack Detection

Package Managers & Dependencies
  • package.json → Node.js/JavaScript/TypeScript
  • requirements.txt / pyproject.toml / setup.py → Python
  • go.mod → Go
  • Cargo.toml → Rust
  • pom.xml / build.gradle → Java
  • Gemfile → Ruby
Frameworks (from dependencies)
  • React, Vue, Angular, Next.js, Nuxt
  • Express, FastAPI, Django, Flask, Rails
  • Spring Boot, Gin, Echo
Infrastructure
  • Dockerfile, docker-compose.yml → Containerized
  • kubernetes/, k8s/ → Kubernetes
  • terraform/, .tf files → IaC
  • serverless.yml → Serverless Framework
  • .github/workflows/ → GitHub Actions

Step 3: Project Structure Analysis

Present as a tree with annotations:

project/
├── src/ # Source code
│ ├── components/ # UI components (React/Vue)
│ ├── services/ # Business logic
│ ├── models/ # Data models
│ └── utils/ # Shared utilities
├── tests/ # Test files
├── docs/ # Documentation
└── config/ # Configuration

Step 4: Key Patterns Identification

Look for and report:

  • Architecture: Monolith, Microservices, Serverless, Monorepo
  • API Style: REST, GraphQL, gRPC, tRPC
  • State Management: Redux, Zustand, MobX, Context
  • Database: SQL, NoSQL, ORM used
  • Authentication: JWT, OAuth, Sessions
  • Testing: Jest, Pytest, Go test, etc.

Step 5: Development Workflow

Check for:

  • .eslintrc, .prettierrc → Linting/Formatting
  • .husky/ → Git hooks
  • Makefile → Build commands
  • scripts/ in package.json → NPM scripts

Step 6: Output Format

Generate a summary using this template:

markdown
# Project: [Name]
## Overview
[1-2 sentence description]
## Tech Stack
| Category | Technology |
| --------- | ---------- |
| Language | TypeScript |
| Framework | Next.js 14 |
| Database | PostgreSQL |
| ... | ... |
## Architecture
[Description with simple ASCII diagram if helpful]
## Key Directories
-`src/` - [purpose]
-`lib/` - [purpose]
## Entry Points
-Main: `src/index.ts`
-API: `src/api/`
-Tests: `npm test`
## Conventions
-[Naming conventions]
-[File organization patterns]
-[Code style preferences]
## Quick Commands
| Action | Command |
| ------- | --------------- |
| Install | `npm install` |
| Dev | `npm run dev` |
| Test | `npm test` |
| Build | `npm run build` |

Analysis Validation

After completing analysis, verify:

Analysis Validation:
- [ ] All major directories explained
- [ ] Tech stack accurately identified
- [ ] Entry points documented
- [ ] Development commands verified working
- [ ] No assumptions made without evidence

If any items cannot be verified, note them as "needs clarification" in the report.

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationWarning, 58 of 100Marginal. 1 run. Evaluated 7 months ago.

Source

Popularity

Repository stars
1,304
Repository forks
187
7-day trend score
36

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 27 Mar 2026, 7 months ago.

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