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benchmark-mech-interp-analysis

Official

Plan mechanistic analysis for validated benchmarks.

Education & Research#benchmark#hypotheses#experiment-design#mechanistic-analysis#latent-labels
Authorconcordance-co
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Plans and reviews the mechanistic analysis workflow for validated benchmarks, enabling teams to structure hypotheses, strategy, and experiment plans.

Core Features & Use Cases

  • Feature hypotheses generation from latent labels.
  • Method selection per label family (probes, readouts, controls, localization).
  • Evidence ladder and risk-aware experiment design.
  • Phase-03 planning artifacts creation and triage.

Quick Start

Plan the first mechanistic analysis for your validated benchmark by outlining hypotheses, methods, and success criteria.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: benchmark-mech-interp-analysis
Download link: https://github.com/concordance-co/xenon/archive/main.zip#benchmark-mech-interp-analysis

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