Patch activations to test causal claims
pyvene-interventionsskillsetup L2★9,423
Orchestra-Research/AI-Research-SKILLs ↗What it does
Provides guidance for
Best for
guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework
Inputs
- · Pyvene Interventions requirement
- · Implementation context
Outputs
- · Implementation guide
- · Best practices
- · Reference examples
Requires
- · Build system
- · Testing framework
- · Package manager
Preconditions
- · Understanding of Pyvene
- · Appropriate development environment
Failure modes
- · Missing dependencies or incompatible versions
- · Configuration or environment issues
- · Incorrect implementation or testing gaps
Trust signals
- · Code examples provided
- · Testing/usage examples
- · Published with source
- · Open source licensed