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Codebase Onboarding Guide
Automates the creation of structured developer onboarding docs, setup guides, and architectural overviews.
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Codebase Onboarding Guide
Example session with this skill installed
Analyze this repository structure and generate a developer onboarding guide. Focus on the Node.js backend, Docker setup, and how to add a new API route.
- Read your context and instructions
- Compiled the codebase onboarding guide
The onboarding guide for the Node.js backend has been generated, covering the Docker-based setup and the internal routing architecture.
[Codebase Onboarding Guide]
Project Overview:
- Tech Stack: Node.js, Express, PostgreSQL, Docker, Jest.
- Architecture: Layered API Architecture (Controller-Service-Repository).
- Purpose: A RESTful backend service for managing real-time inventory tracking and order processing.
Quick Start:
- Prerequisites: Node.js v18+, Docker Desktop, pnpm.
- Install:
pnpm install - Environment:
DATABASE_URL: Connection string (e.g., postgresql://user:pass@localhost:5432/db)JWT_SECRET: String for auth token signing.PORT: Default is 3000.
- Run:
docker-compose up -dthenpnpm dev
Project Structure:
- src/controllers/: Handles incoming HTTP requests and input validation.
- src/services/: Contains core business logic and external integrations.
- src/models/: Sequelize/TypeORM definitions for database schema.
- src/routes/: Maps URI paths to specific controller functions.
Data Flow:
A request enters through src/app.ts, passes through global middleware (auth/logging), and is routed by src/routes/. The controller extracts data, passes it to the service layer for logic, which then interacts with the database via the model layer before returning a JSON response.
Common Workflows:
- Running Tests: Execute
pnpm testto run Jest suites; usepnpm test:watchfor TDD. - Adding a Feature:
- Define the schema in
src/models/. - Create a service method in
src/services/. - Create a controller method to call the service.
- Register the new endpoint in
src/routes/.
- Define the schema in
Deployment: Build the image using docker build -t api-service . and deploy to the staging cluster via the CI pipeline.
Next steps
- Verify the
.env.examplefile matches the generated environment list. - Add the "Adding a Feature" section to your internal developer wiki.
- Run the installation commands to ensure all prerequisites are captured correctly.
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About this skill
The problem
New developers waste days deciphering folder structures and missing environment variables. Documentation is often the last thing written, leading to tribal knowledge and slow onboarding cycles.
What it does
- Analyzes the file tree to map the architecture pattern and tech stack.
- Extracts mandatory environment variables and setup prerequisites.
- Traces data flow from application entry points through core modules.
- Documents specific development workflows for testing, feature additions, and production builds.
Why this beats prompting it yourself
Generic prompts often result in vague descriptions of files. This skill enforces a structured architectural analysis, ensuring environment variables and data flow logic are not overlooked, which are the most common friction points for new hires.
Use cases
- Creating a comprehensive README.md or CONTRIBUTING.md for a new repository.
- Generating internal wiki pages to help new hires get their local environments running.
- Documenting legacy projects before a hand-off or major refactor.
Known limitations
It relies on existing file names and common patterns. Obfuscated codebases or highly non-standard structures may require manual clarification.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
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