UCM
Universal Context Manager
The first Context Manager for Person and AI collaborative development.
Bring surgical accuracy to your AI developers hit and miss approach.
Created by developers, for developers.
Interactive AI workflow: Human ↔ AI ↔ UCM Context Repository
Experience seamless collaboration with contextual micro-blocks and battle-tested patterns
What is the UCM?
Context Manager
Built for AI-native context management. Enables AI to naturally interact with context across any domain - creating, saving, and evolving knowledge as it works.
For Software Developers
Comprehensive patterns, strategies, and working implementations. Clean, consistent guidance designed for AI that minimize bugs and implementation issues. Start with ours or publish your own to a private repository.
Developer Community
Multi-author platform. Build on trusted utaba/ patterns or contribute your own yourname/ solutions. (Coming soon)
Real-World Person to AI Collaboration
Building a New Service
Person: "I need to build a user authentication service. Check UCM for existing patterns and show me what components I can reuse."
AI: "I found utaba/patterns/micro-block/validation-patterns.md and utaba/services/cache for session management. Let me compose a solution using these battle-tested components..."
Solving Integration Issues
Person: "My queue service isn't working with the new job processor. Search UCM for queue integration patterns."
AI: "Found utaba/patterns/micro-block/service-registry-patterns.md. The issue is dependency injection order. Here's the proven pattern..."
Architecture Planning
Person: "I'm building a video processing pipeline. Use UCM to find all relevant components and create an implementation plan."
AI: "Discovered 8 relevant UCM components including queue services, storage patterns, and monitoring. Here's your architectural blueprint..."
Code Review with Context
Person: "Review my command implementation against UCM best practices and suggest improvements."
AI: "Compared to utaba/guidance/development/command-instructions.md, your validation pattern could be improved. Here's the recommended approach..."
Built for Reliability and Speed
Core Features
For Developers
- • Orchestrate your development
- • Establish guidance to improve quality and consistency
- • It's more efficient to re-use than rebuild. Less bugs, faster build.
- • Contract-first development with explicit interfaces are AI friendly
- • Surgical accuracy guidance for reliable composition and a better codebase
- • Become a code director, building features, not fixing bugs
For AI Agents
- • Rich metadata enables intelligent discovery
- • Explicit contracts prevent integration failures
- • Proven patterns reduce hallucination risk
- • Community validation ensures reliability
- • MCP Server integration for seamless access
Why Start with Utaba Resources?
You can start with the utaba/ guidance to jump start your development.
Contract First
Explicit input/output contracts prevent integration failures and enable predictable composition
Testable
Every component includes comprehensive tests and validation patterns for reliable behavior
Portable
Services and patterns work across projects without project-specific dependencies
Discoverable
Rich metadata enables AI agents to find and understand components automatically
Battle-tested components covering patterns, services, implementations, and guidance.
Start with proven foundations, then extend with your own contributions.
Connect UCM to Your AI Tools
Claude Code
Add UCM as an MCP server to Claude Code:
Now ask Claude: "Load the UCM quickstart"
Claude Desktop
Configure UCM in Claude Desktop settings:
Restart Claude Desktop to activate UCM integration.
Try These Commands After Setup
- • "Read the UCM Quickstart"
- • "Show me all utaba patterns"
- • "Find validation patterns in UCM"
- • "List available service patterns"
- • "Use UCM to build a user service"
- • "Get the command registry pattern"
- • "Show micro-block implementation guide"
Join the Community Building the Future
Free
- • Access public patterns
- • Private repository only
- • Build on utaba/ foundation
- • MCP Server access
- • Enterprise security
- • API access
Professional
- • Access public patterns
- • Private or Public repository
- • Advanced discovery
- • Enhanced MCP Server features
- • Enterprise security
Business
- • Access public patterns
- • Private or Public repository
- • Team collaboration
- • Enterprise MCP Server
- • Enterprise security
- • Custom integrations
Get Started Now
Welcome to the UCM, the future of Person-AI collaborative development.
v0.5.0