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mechinterp-runner

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Execute mechinterp experiments from JSON specs.

Data & Analytics#CLI#reproducibility#experiments#interpretability#mechinterp#JSON-specs#SplatNLP
Authorcesaregarza
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill orchestrates mechanistic interpretability experiments by loading JSON specs, routing tasks to the appropriate experiment runners, and producing structured results for reproducibility and analysis.

Core Features & Use Cases

  • Loads and validates experiment specs from JSON files and CLI prompts.
  • Routes to the correct runner type (family sweeps, itemsets, interactions, minimal cores, validation) and executes analyses with constraint enforcement.
  • Emits structured JSON results with diagnostics for downstream analysis and reporting.

Quick Start

Use the mechinterp-runner to execute a simple experiment by supplying a JSON spec via the CLI, for example: poetry run python -m splatnlp.mechinterp.cli.runner_cli family-sweep --feature-id 6235 --family quick_respawn --model ultra

Dependency Matrix

Required Modules

None required

Components

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-runner
Download link: https://github.com/cesaregarza/SplatNLP/archive/main.zip#mechinterp-runner

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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