technical-overview

name

technical-overview

description

Generate a TECHNICAL_OVERVIEW.md file for any codebase. Automatically detects the tech stack, explores models/routes/services, and produces a concise reference document that helps future AI sessions (or humans) quickly understand the project without re-exploring. Use when starting work on an existing project, onboarding to a new codebase, or creating documentation for your team. Works with Laravel, Rails, Django, Node/Express, and other common stacks.

Technical Overview Generator

Generate a concise TECHNICAL_OVERVIEW.md file that captures the essential information needed to understand and work with a codebase.

Purpose

This document helps future AI sessions (and humans) quickly orient themselves without re-exploring the entire codebase. It should be:

• Concise: 100-200 lines max
• Actionable: Where to look, not exhaustive documentation
• Current: Include a "Last updated" date

Process

1. Detect the Stack

Check for framework indicators:

File	Indicates
composer.json	PHP (Laravel, Symfony)
package.json	Node.js / JavaScript
Gemfile	Ruby (Rails)
requirements.txt / pyproject.toml	Python (Django, Flask)
go.mod	Go
Cargo.toml	Rust

Extract key dependencies and versions from these files.

2. Check the README

Read README.md (or README.rst, etc.) and assess:

• Does it have a clear one-sentence description of what the app does?
• Or is it boilerplate/empty?

If boilerplate or unclear: Ask the user:

"What does this application do in one sentence?"

3. Explore the Codebase

Adapt exploration based on detected stack:

Laravel/PHP

• app/Models/*.php - Domain models and relationships
• app/Http/Controllers/ - Entry points
• app/Livewire/ or app/Http/Livewire/ - Livewire components
• routes/web.php, routes/api.php - Route definitions
• app/Services/ - Business logic
• app/Enums/ - Enumerations
• app/Providers/AppServiceProvider.php - Custom setup (Blade directives, etc.)
• bootstrap/app.php - Middleware aliases (Laravel 11+)
• config/ - Custom config files (ignore standard Laravel ones)
• database/factories/ - Factory states for testing

Rails/Ruby

• app/models/ - ActiveRecord models
• app/controllers/ - Controllers
• config/routes.rb - Routes
• app/services/ - Service objects
• db/schema.rb - Database schema

Django/Python

• */models.py - Django models
• */views.py - Views
• */urls.py - URL routing
• */services.py or */utils.py - Business logic

Node/Express

• src/models/ or models/ - Data models
• src/routes/ or routes/ - Route handlers
• src/services/ or services/ - Business logic
• src/middleware/ - Custom middleware

4. Identify Key Patterns

Look for:

• Authorization model: Roles, permissions, policies, middleware
• Custom conventions: Non-standard patterns, blade directives, decorators
• Feature flags: Config-based feature toggles
• Business logic locations: Where the "interesting" code lives
• Testing patterns: Test structure, factories, fixtures

5. Generate the Document

Use this template structure:

# Technical Overview

Last updated: YYYY-MM-DD

## What This Is

[One sentence from README or user]

## Stack

- [Language] [Version] / [Framework] [Version]
- [Key packages with versions]

## Directory Structure

[Only app-specific directories, not framework boilerplate] [Annotate what lives where]

## Domain Model

[ASCII diagram of model relationships] [Use arrows: → for belongs-to, ←→ for many-to-many]

### Key Model Fields

[Only the important fields, not every column]

### Enums

[List enums with their values and helper methods]

## Authorization

[Table of roles and how they're determined]

### [Framework-specific auth patterns]

[Middleware, directives, policies, decorators, etc.]

## Routes Overview

### Web Routes

[Table: Route | Handler | Access level]

### API Routes (if applicable)

[Table: Endpoint | Auth required]

## Key Business Logic

[Table: Location | Purpose]

## Testing

- Framework: [Test framework]
- Pattern: [How tests are structured]
- Factories/Fixtures: [Notable states or helpers]
- Run: [Command to run tests]

## Feature Flags

[List any config-based feature toggles]

## Local Development

[Key commands for local setup]

Important Notes

• Don't over-document: This is orientation, not full docs
• Skip obvious framework boilerplate: Focus on custom/app-specific code
• Relationships matter most: The domain model section is often the most valuable
• Include the date: So readers know if it might be stale
• Ask when uncertain: If README is unclear, ask the user for the one-liner

Example Output

See the examples/ directory for sample outputs from different frameworks.