🧠 MURE Core
Continuous Learning for AI Assistants
Learn once, remember forever. Sync your development patterns across Claude, Gemini, Copilot, and more.
The Problem
Repeating Yourself
Every new AI session starts from zero. You explain the same patterns, preferences, and workarounds again and again.
Tool Fragmentation
You use Claude for complex tasks, Gemini for quick questions, Copilot in VS Code. Knowledge doesn't transfer between them.
Wasted Tokens
Stuffing context with documentation burns tokens. Your AI spends capacity reading instead of thinking.
MURE Core solves all of this.
How It Works
Three simple steps to supercharge your AI workflow
Learn
MURE extracts patterns from your coding sessions automatically. Debug techniques, workarounds, best practices—all captured.
mur learn extract --autoSync
Push learned patterns to all your AI tools. Claude Code, Gemini CLI, Auggie, Codex—one command updates them all.
mur syncSearch
Find relevant patterns using semantic search. MURE understands context, not just keywords.
mur searchKey Features
Cross-CLI Sync
Patterns learned in Claude Code automatically sync to Gemini CLI, Auggie, and more. Configure once, apply everywhere. Your knowledge follows you across every tool.
Semantic Search
Find patterns using natural language. Powered by local embeddings (Ollama). No cloud required.
Pattern Learning
Auto-extract reusable patterns from transcripts. Debug techniques, workarounds, all captured.
3-Tier Loading
Smart token management: metadata (100 tokens), instructions (<5k), resources (on-demand). 97% savings.
Team Sharing
Share patterns via Git or cloud sync. New team members inherit collective knowledge instantly.
Smart Routing
Route simple questions to free tools, complex tasks to paid ones. Save money without sacrificing quality.
Privacy First
All data stays on your machine. Cloud sync is encrypted at rest and in transit. You own your patterns.
Hook Integration
Inject relevant patterns on every prompt. Seamless integration with Claude Code hooks system.
See It In Action
A typical MURE Core workflow
$ mur init
✓ Created ~/.mur/config.yaml
✓ Initialized pattern store
✓ Detected Ollama (nomic-embed-text)
✓ Ready to learn!
$ mur learn extract --auto
Scanning transcripts...
→ Found 83 sessions
→ Extracted 16 new patterns
→ Saved to ~/.mur/patterns/
$ mur sync
Syncing to configured targets...
✓ Claude Code (CLAUDE.md updated)
✓ Gemini CLI (GEMINI.md updated)
✓ Custom: ~/clawd/skills/
$ mur search "Swift async testing"
Found 3 patterns (score > 0.5):
1. swift--testing-async-expectations (0.87)
Use XCTestExpectation for async tests...Works With Your Favorite Tools
MURE Core integrates seamlessly with all major AI coding assistants
Who Is It For?
Solo Developers
Stop repeating yourself. Teach your AI once, use everywhere. Build up a personal knowledge base that grows with you.
Engineering Teams
Share patterns across your team. Onboard new developers instantly with collective knowledge. Standardize AI interactions.
Organizations
Enforce coding standards through AI. Distribute approved patterns. Track and audit AI-assisted development.
"I was spending 20% of my Claude tokens just re-explaining our codebase patterns. MURE Core cut that to near zero."
— Early Beta User
Ready to supercharge your AI workflow?
Start free. No credit card required. Upgrade when you need more.
brew install mur-run/tap/mur