Generate tech-stack-specific AI customization in 5 minutes
A toolbox framework that generates AI customization assets for ANY repository. Built on the Agent Skills open standard for cross-platform portability.
Your Project + CopilotCustomizer = AI that understands YOUR codebase
| Feature | Description |
|---|---|
| Cross-Platform Skills | Work in VS Code, GitHub Copilot CLI, Claude, Cursor |
| VS Code Agents | Specialized AI experts for your tech stack |
| Custom Instructions | Project coding standards auto-applied to matching files |
| Prompt Templates | Slash commands for common development tasks |
| Zero Lock-in | Skills use open standard - take them anywhere |
File → Add Folder to Workspace → Select CopilotCustomizer
Open Copilot Chat (Ctrl+Shift+I) and run:
/BootstrapRepo REPOSITORY_PATH: "/path/to/your-project"
Review the plan, then type: confirm
Result: Complete customization in your-project/.github/ in ~5 minutes.
See QUICKSTART.md for the full walkthrough
Skills are the foundation - portable capabilities that work across multiple AI platforms.
| Skill | Purpose | Works In |
|---|---|---|
| repository-analysis | Codebase structure & tech stack detection | VS Code, CLI, Claude, Cursor |
| copilot-asset-design | Asset architecture & validation | VS Code, CLI, Claude, Cursor |
| technical-documentation | Change summaries & API docs | VS Code, CLI, Claude, Cursor |
Why Skills Matter: Create once, use everywhere. Same skill works in VS Code, command line, Claude Desktop, or Cursor.
Learn more: SKILLS-MIGRATION.md
.github/
├── skills/ # Cross-platform capabilities (agentskills.io)
├── agents/ # VS Code AI specialists
├── instructions/ # Coding standards (auto-applied)
├── prompts/ # Slash command templates
└── templates/ # Document formats
| Asset Type | Count | Example |
|---|---|---|
| Skills | 3-5 | api-testing/SKILL.md |
| Agents | 3-5 | APIExpert.agent.md |
| Instructions | 2-4 | TestingPatterns.instructions.md |
| Prompts | 2-3 | GenerateEndpoint.prompt.md |
Assets are tailored to your tech stack - React, Python, .NET, Go, Rust, PHP, and more.
# Full repository setup
/BootstrapRepo REPOSITORY_PATH: "/path"
# Analyze existing project
/RepoReview TARGET_PATH: "/path"
# Create individual assets
/NewSkill SKILL_NAME: "api-testing", PURPOSE: "Jest API testing"
/NewCopilotAgent AGENT_NAME: "DatabaseExpert", DOMAIN: "PostgreSQL"
/NewInstructions DOMAIN: "Testing", APPLY_TO: "**/*.test.ts"
# Maintenance
/AssetOptimization TARGET_PATH: "/path/.github"
/HarmonizeAssets
/WorkflowIntegrityCheck STRICT: "true"┌─────────────────────────────────────────────────────────┐
│ VS Code Workspace (Multi-Root) │
├─────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────────┐ ┌─────────────────────────────┐ │
│ │ Your Project │ │ CopilotCustomizer │ │
│ │ │ │ (The Toolbox) │ │
│ │ src/ │ │ │ │
│ │ tests/ │◄───│ Generates assets INTO │ │
│ │ .github/ │ │ your project, not copied │ │
│ │ skills/ │ │ │ │
│ │ agents/ │ │ Close when done generating │ │
│ │ instructions/ │ │ │ │
│ └─────────────────┘ └─────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────┘
Pattern: Add as workspace #2 → Generate into target repo → Close when done
| Document | Purpose |
|---|---|
| QUICKSTART.md | 5-minute setup guide |
| SKILLS-MIGRATION.md | Agent Skills deep dive |
| EXAMPLES.md | Real-world tech stack examples |
| HOW-TO.md | Complete command reference |
| AGENTS.md | Architecture & asset inventory |
| MULTI-WORKSPACE.md | Setup patterns |
Cross-platform capabilities using agentskills.io standard.
VS Code workflow orchestration:
BootstrapRepo- Repository setup entry pointAssetPlanner- Recommendation engineAssetGenerator- Multi-asset creationChangeExecutor- File operationsVerificationAgent- Schema validationCopilotCustomizer- Main interactive mode
Generation and quality patterns for asset creation.
Slash commands for workflows and asset generation.
Standardized document formats.
DO:
- Use absolute paths in
REPOSITORY_PATH - Keep CopilotCustomizer in separate workspace folder
- Close CopilotCustomizer when not generating
- Commit
.github/folder to share with team
DON'T:
- Copy CopilotCustomizer into your project
- Modify framework files directly
- Use relative paths (can be ambiguous)
- VS Code 1.106+ with GitHub Copilot extension
- GitHub Copilot subscription (Individual/Business/Enterprise)
- No additional dependencies - pure Markdown framework
- Fork the repository
- Create a feature branch
- Use
/UpdateCopilotCustomizerfor changes - Submit a pull request
MIT License - see LICENSE
CopilotCustomizer - Enterprise-ready AI customization framework
Skills-first | Cross-platform | Zero dependencies