# Crewloom Full Technical Specification & Knowledge Base

## Overview
Crewloom (https://crewloom.org) is an enterprise-grade sovereign autonomous AI coding engine engineered specifically to eliminate destructive regressions, broken schema migrations, and accidental production downtime during AI-assisted development.

## Sovereign Principles
1. **Zero-Destruction Commitment**: No code changes are ever applied to persistent stores or master branches without passing formal contract verification, AST diff inspection, and additive migration checks.
2. **Dual-Core Native Parity**: First-class linguistic models capable of understanding technical prompts, architectures, and commands in both English and Arabic.
3. **Local Sovereignty**: Operates seamlessly with offline, air-gapped local models (via Ollama or llama.cpp) ensuring zero intellectual property or telemetry leakage.
4. **Multi-Agent Orchestration**: Deploys a squad of 44 specialized autonomous personas rather than a single monolithic generalist model.

## Specialist Skills Breakdown
Crewloom contains 44 specialist skills spanning 5 major disciplines:
- **Backend Architecture & APIs**: Microservices, RESTful & GraphQL contracts, gRPC, Node.js, Go, Rust, Python, FastAPI.
- **Frontend & UI/UX**: Next.js, React, Tailwind CSS, Vue, Svelte, Accessibility audits, Core Web Vitals optimization.
- **Database & Data Engineering**: PostgreSQL, MySQL, SQLite additive migrations, Redis cache orchestration, Spanner, BigQuery, Dataform, dbt, Apache Beam.
- **DevOps, Cloud & Infrastructure**: Docker containerization, Kubernetes helm charts, Cloudflare Workers, GitHub Actions CI/CD pipelines, AWS, GCP, Terraform.
- **Security & Reliability**: Penetration auditing, OWASP Top 10 mitigation, secret scanning, memory leak profiling, zero-downtime rollouts.

## Installation & Deployment

### 1. Terminal One-Liner (macOS / Linux)
```bash
curl -fsSL https://crewloom.org/install.sh | bash
```

### 2. Homebrew
```bash
brew tap crewloom/tap
brew install crewloom
```

### 3. npm Global Package
```bash
npm install -g crewloom
```

### 4. macOS Native Cocoa App
Crewloom Agent.app is available as a 58KB native binary powered by WebKit runtime with sub-second boot times.

## Frequently Asked Questions (FAQ)

### What makes Crewloom different from Devin, Cursor, or Copilot?
Most existing AI assistants operate either as editor autocompletes or cloud-bound agents that can execute unverified, destructive commands. Crewloom enforces a strict non-destructive constitution: commands undergo real-time AST validation and architectural contract checks before hitting your filesystem or production databases. Furthermore, Crewloom operates completely offline if desired, and bridges directly to communication channels like Telegram.

### Does Crewloom support enterprise air-gapped environments?
Yes. Crewloom was designed from inception for sovereignty. It works with local inference servers like Ollama and local embedding stores, ensuring zero code or data leaves your corporate perimeter.

### How does the Dual-Core English/Arabic capability work?
Crewloom's dual-core parser interprets Arabic technical jargon (e.g. "نفّذ تهجير تزايدي لقاعدة البيانات مع فحص الأمان") with the exact same precision and architectural mapping as native English prompts.

## Contact & Resources
- Web: https://crewloom.org
- GitHub: https://github.com/crewloom
- Support: support@crewloom.org