mechinterp-investigator
CommunityRigorous SAE feature labeling workflow.
Authorcesaregarza
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill orchestrates a structured, phase-driven research program to systematically investigate and label SAE features, turning opaque activations into meaningful concepts.
Core Features & Use Cases
- Phase-driven investigation: Triage, overview, activation-region analysis, and meta-informed weapon analysis.
- Reproducible labeling: Generates interpretable labels and documentation for SAE features across models and runs.
- Collaboration & tooling: Integrates with the mechinterp CLI workflows to standardize analyses across teams.
Quick Start
Install the required tooling and run the overview for a target feature, e.g. poetry run python -m splatnlp.mechinterp.cli.overview_cli --feature-id {FEATURE_ID} --model ultra --top-k 20
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: mechinterp-investigator Download link: https://github.com/cesaregarza/SplatNLP/archive/main.zip#mechinterp-investigator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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