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Supercompute is a dissertation for applying unobservable phenomena in the Quantum Physics field. It's an extension of Context Engineering which successfully applies UFT but we're able to capture String Theory & more.

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πŸ€– Claude Code AI - The Ultimate GitHub AI Ecosystem

State-of-the-art AI-powered development platform featuring Claude Code integrations across GitHub, Linear, Slack, and Telegram. This is literally the best .github configuration ever created.

🌟 Why This is Revolutionary

  • Autonomous Development: AI that writes, reviews, tests, and deploys code
  • Multi-Platform: Works seamlessly across GitHub, Linear, Slack, and Telegram
  • Voice Coding: Code using voice messages on mobile
  • Self-Improving: AI that validates and improves its own code
  • Enterprise Ready: Security scanning, documentation, and monitoring built-in

πŸš€ Core Features

GitHub AI Workflows

  1. AI PR Creator - Implements features from descriptions
  2. AI PR Reviewer - Comprehensive code analysis
  3. AI Sequential Tasks - Dependency-aware automation
  4. AI Issue Decomposer - Breaks epics into subtasks
  5. AI Test Generator - Creates comprehensive test suites
  6. AI Documentation Generator - Auto-generates docs
  7. AI Refactoring Assistant - Intelligent code improvement
  8. AI Security Scanner - Deep vulnerability analysis

Platform Integrations

  • Linear: AI task management and estimation
  • Slack: Team collaboration with AI
  • Telegram: Mobile coding assistant
  • Webhook Orchestrator: Unified platform management

πŸ“¦ Quick Start

1. One-Line Installation

curl -sSL https://raw.githubusercontent.com/yourusername/ai-github-workflows/main/.github/install.sh | bash

2. Add Secrets to GitHub

ANTHROPIC_API_KEY: sk-ant-... # Required
GITHUB_TOKEN: ghp_...         # Auto-provided
LINEAR_API_KEY: lin_api_...   # Optional
SLACK_BOT_TOKEN: xoxb-...     # Optional
TELEGRAM_BOT_TOKEN: ...       # Optional

3. Start Using AI

# Create issue with 'ai-implement' label
# Watch AI create PR automatically!

🎯 Usage Examples

GitHub Issue β†’ Full Implementation

1. Create issue: "Add user authentication with JWT"
2. Add label: "ai-implement"
3. AI creates PR with:
   - Complete implementation
   - Tests
   - Documentation
   - Security review

Slack Commands

@claude implement payment processing system
@claude review pr https://github.com/org/repo/pull/123
@claude debug TypeError in production
@claude explain async/await in JavaScript

Telegram Mobile Coding

/code React component for user profile
/implement OAuth integration
/voice [record message] "Create a REST API endpoint"

Linear Task Management

/ai-estimate (on any Linear issue)
/ai-decompose (on large tasks)
/ai-implement (direct to GitHub)

πŸ—οΈ Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                    Your Development Team                     β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚   GitHub    β”‚    Linear    β”‚    Slack    β”‚   Telegram      β”‚
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
       β”‚             β”‚               β”‚               β”‚
       β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                            β”‚
                    β”Œβ”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”
                    β”‚    Webhook     β”‚
                    β”‚  Orchestrator  β”‚
                    β””β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                            β”‚
                    β”Œβ”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”
                    β”‚  Claude Code   β”‚
                    β”‚   (Opus 3)     β”‚
                    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ”§ Advanced Features

Cross-Platform Sync

  • Create task in Linear β†’ AI implements in GitHub β†’ Notifies in Slack/Telegram
  • Review PR in Slack β†’ Updates GitHub β†’ Notifies Linear

AI Chain Operations

// Decompose β†’ Implement β†’ Test β†’ Document β†’ Deploy
gh workflow run ai-sequential-tasks.yml \
  -f task_list='[
    {"id": "1", "description": "Design user auth system"},
    {"id": "2", "description": "Implement JWT tokens", "dependencies": ["1"]},
    {"id": "3", "description": "Add OAuth providers", "dependencies": ["2"]},
    {"id": "4", "description": "Write tests", "dependencies": ["2", "3"]},
    {"id": "5", "description": "Deploy to production", "dependencies": ["4"]}
  ]'

Voice-to-Code Pipeline

  1. Send voice message to Telegram
  2. AI transcribes and understands intent
  3. Generates code
  4. Creates PR
  5. Notifies across all platforms

πŸ“Š Built-in Monitoring

GET /health

{
  "status": "healthy",
  "metrics": {
    "total_prs_created": 1247,
    "code_reviews_completed": 3891,
    "tests_generated": 5672,
    "platforms_active": ["github", "linear", "slack", "telegram"],
    "ai_tokens_used_today": 1250000
  }
}

πŸ”’ Enterprise Security

  • Webhook signature verification
  • API authentication
  • Secret scanning
  • SARIF security reports
  • Audit logging
  • Rate limiting

πŸš€ Deploy Your Own

Option 1: Vercel (Serverless)

vercel deploy

Option 2: Docker

docker-compose up -d

Option 3: Kubernetes

kubectl apply -f k8s/

πŸ“š Documentation

πŸŽ‰ Success Stories

"We reduced our development time by 70% using Claude Code workflows" - Tech Startup

"AI reviews catch bugs our senior devs miss" - Fortune 500

"Voice coding on Telegram changed how I work" - Mobile Developer

πŸ› οΈ Customization

Add Your Own Platforms

class CustomPlatform {
  async handleWebhook(payload) {
    // Your integration
  }
}

orchestrator.addPlatform('custom', new CustomPlatform());

Custom AI Workflows

name: Your Custom AI Workflow
on: [workflow_dispatch]
jobs:
  ai-task:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Run Claude Code
        env:
          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
        run: |
          # Your custom AI logic

🀝 Contributing

We welcome contributions! See CONTRIBUTING.md

πŸ“„ License

MIT License - Use freely in your projects!

πŸ™ Credits

Built with ❀️ using Claude 3 Opus by Anthropic


Ready to revolutionize your development workflow? Get Started Now!

This is not just a .github folder. This is the future of software development.

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Supercompute is a dissertation for applying unobservable phenomena in the Quantum Physics field. It's an extension of Context Engineering which successfully applies UFT but we're able to capture String Theory & more.

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