Every. Single. Time.
You: "Claude, add a feature to our auth system"
Claude: "Based on common best practices..."
You: "No no no—we have custom JWT, 2FA,
timezone handling... This is all wrong."
Claude: "Oh! I didn't know that."
You: *starts typing 30-minute context document*
Claude is brilliant. But Claude starts from ZERO every conversation.
Redis Pub/Sub with <1ms latency. Automatically detects 10+ pattern types from your conversations.
Persistent memory across sessions. Natural language save and instant recall.
Vector embeddings for deep understanding. Instant semantic search across your codebase.
NEW! Tree-sitter AST parsing. 38,406 symbols indexed in 3 seconds.
Hybrid indexing (structural + semantic). Git hooks for automatic updates.
Auto-resume sessions with full context preservation. Zero cold starts.
600-1000x faster than before!
| Project | Before (Full Embed) | After (Hybrid) | Speedup |
|---|---|---|---|
| Pistn (10k Ruby files) | 3-5 hours | 3 seconds | 600-1000x |
| Start coding | After full index | Immediately! | Instant |
| Chunks indexed | 100,000+ | ~20,000 | 80% reduction |
| Query speed | Semantic only | Structural + Semantic | Faster! |
| Feature | Claude Alone | ChatGPT | Copilot | Claude OS |
|---|---|---|---|---|
| Remembers your code | ❌ | ❌ | ❌ | ✅ Perfectly |
| Understands architecture | ❌ | ❌ | ❌ | ✅ Completely |
| Indexes 10k files | N/A | N/A | N/A | ✅ 3 seconds |
| Learns from decisions | ❌ | ❌ | ❌ | ✅ Automatically |
| Session management | ❌ | ❌ | ❌ | ✅ Built-in |
| Free & open source | ❌ | ❌ | ❌ | ✅ 100% |
# 1. Install Claude OS (one-time, 3 minutes)
git clone https://github.com/brobertsaz/claude-os.git
cd claude-os
./install.sh
# 2. Start Claude OS
./start.sh
# 3. Initialize your project (2 minutes)
cd /path/to/your/project
/claude-os-init
# Answer a few questions, done!
Now every conversation includes your complete project knowledge.
Claude OS doesn't make Claude smarter.
Claude OS makes Claude USEFUL for your specific project.
Generic Intelligence → Practical Expertise
Start building with an AI that knows your code
as well as you do.
100% Free & Open Source
Built with ❤️ by developers who got tired of starting every conversation from zero