> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# transformer-lens-interpretability — AI agent skill for ml evaluation and safety

> Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activ…

# `transformer-lens-interpretability`

> Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.

**Category:** [ml-evaluation-and-safety](/research-agent-skills/skills#ml-evaluation-and-safety) · **License:** MIT · **Version:** 1.0.0

## Install

```bash theme={null}
npx research-agent-skills install transformer-lens-interpretability
npx skills add KalarisLabs/research-agent-skills --skill transformer-lens-interpretability
```

## When to use it

Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/transformer-lens-interpretability/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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