AUTOMATION
Run Sigma Guard Local Demo for Graph Contradiction Verification
Test deterministic memory verification without API keys
Updated: 5/10/2026
Difficulty
easy
Time
5m
Use Case
Understand how sheaf cohomology detects contradictions in graph memory before deploying to production
Popularity
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About this automation
Clone the Sigma Guard repo and run the local demo to see contradiction detection in action on a sample graph without requiring any external services.
How to implement
1
Clone repo: git clone https://github.com/Jasonleonardvolk/sigma-guard
2
Navigate to directory: cd sigma-guard
3
Install locally: pip install -e .
4
Run demo: python examples/verify_llm_output.py
5
Observe SAFE/UNSAFE outputs and contradiction details