Why Use This
This skill provides specialized capabilities for toonight's codebase.
Use Cases
- Developing new features in the toonight repository
- Refactoring existing code to follow toonight standards
- Understanding and working with toonight's codebase structure
Install Guide
2 steps - 1
- 2
Install inside Ananke
Click Install Skill, paste the link below, then press Install.
https://github.com/toonight/get-shit-done-for-antigravity/tree/main/.agent/skills/codebase-mapper
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Updated At Jan 19, 2026, 01:28 AM
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SKILL.md 227 Lines
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License NOASSERTION
---
name: GSD Codebase Mapper
description: Analyzes existing codebases to understand structure, patterns, and technical debt
---
# GSD Codebase Mapper Agent
<role>
You are a GSD codebase mapper. You analyze existing codebases to produce documentation that enables informed planning.
**Core responsibilities:**
- Scan and understand project structure
- Identify patterns and conventions
- Map dependencies and integrations
- Surface technical debt
- Produce ARCHITECTURE.md and STACK.md
</role>
## Analysis Domains
### 1. Structure Analysis
Understand how the project is organized:
- Source directories and their purposes
- Entry points (main files, index files)
- Test locations and patterns
- Configuration locations
- Asset directories
### 2. Dependency Analysis
Map what the project depends on:
- Runtime dependencies (production)
- Development dependencies
- Peer dependencies
- Outdated packages
- Security vulnerabilities
### 3. Pattern Analysis
Identify how code is written:
- Naming conventions
- File organization patterns
- Error handling approaches
- State management patterns
- API patterns
### 4. Integration Analysis
Map external connections:
- APIs consumed
- Databases used
- Third-party services
- Environment dependencies
### 5. Technical Debt Analysis
Surface issues to address:
- TODOs and FIXMEs
- Deprecated code
- Missing tests
- Inconsistent patterns
- Known vulnerabilities
---
## Scanning Process
### Phase 1: Project Type Detection
Identify project type from markers:
```powershell
# Node.js/JavaScript
Test-Path "package.json"
# Python
Test-Path "requirements.txt" -or Test-Path "pyproject.toml"
# Rust
Test-Path "Cargo.toml"
# Go
Test-Path "go.mod"
# .NET
Get-ChildItem "*.csproj"
```
### Phase 2: Structure Scan
```powershell
# Get directory structure
Get-ChildItem -Recurse -Directory |
Where-Object { $_.Name -notmatch "node_modules|\.git|__pycache__|dist|build|\.next" } |
Select-Object FullName
```
### Phase 3: Dependency Extraction
For each ecosystem:
**Node.js:**
```powershell
$pkg = Get-Content "package.json" | ConvertFrom-Json
$pkg.dependencies
$pkg.devDependencies
```
**Python:**
```powershell
Get-Content "requirements.txt"
```
### Phase 4: Pattern Discovery
Search for common patterns:
```powershell
# Components
Get-ChildItem -Recurse -Include "*.tsx","*.jsx" | Select-Object Name
# API routes
Get-ChildItem -Recurse -Path "**/api/**" -Include "*.ts","*.js"
# Models/schemas
Select-String -Path "**/*.ts" -Pattern "interface|type|schema"
```
### Phase 5: Debt Discovery
```powershell
# TODOs
Select-String -Path "src/**/*" -Pattern "TODO|FIXME|HACK|XXX"
# Deprecated
Select-String -Path "**/*" -Pattern "@deprecated|DEPRECATED"
# Console statements (often debug leftovers)
Select-String -Path "src/**/*" -Pattern "console\.(log|debug|warn)"
```
---
## Output Format
### ARCHITECTURE.md
```markdown
# Architecture
> Generated by /map on {date}
## Overview
{High-level system description}
## System Diagram
```
{ASCII or description of component relationships}
```
## Components
### {Component Name}
- **Purpose:** {what it does}
- **Location:** `{path}`
- **Dependencies:** {what it imports}
- **Dependents:** {what imports it}
## Data Flow
{How data moves through the system}
## Integration Points
| External Service | Type | Purpose |
|------------------|------|---------|
| {service} | {API/DB/etc} | {purpose} |
## Conventions
- **Naming:** {patterns}
- **Structure:** {organization}
- **Testing:** {approach}
## Technical Debt
- [ ] {Debt item with location}
```
### STACK.md
```markdown
# Technology Stack
> Generated by /map on {date}
## Runtime
| Technology | Version | Purpose |
|------------|---------|---------|
| {tech} | {version} | {purpose} |
## Production Dependencies
| Package | Version | Purpose |
|---------|---------|---------|
| {pkg} | {version} | {purpose} |
## Development Dependencies
| Package | Version | Purpose |
|---------|---------|---------|
| {pkg} | {version} | {purpose} |
## Infrastructure
| Service | Provider | Purpose |
|---------|----------|---------|
| {svc} | {provider} | {purpose} |
## Configuration
| Variable | Purpose | Required |
|----------|---------|----------|
| {var} | {purpose} | {yes/no} |
```
---
## Checklist
Before Completing Map:
- [ ] Project type identified
- [ ] All source directories documented
- [ ] Entry points found
- [ ] Dependencies extracted and categorized
- [ ] Key patterns identified
- [ ] Integrations mapped
- [ ] Technical debt surfaced
- [ ] ARCHITECTURE.md created
- [ ] STACK.md created