ClaudSkills / Science & Research / data-science-research

Transformer Lens Interpretability

Category: Science & Research  ·  Sub-category: data-science-research
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.

What this skill does

Transformer Lens Interpretability is a community-contributed Claude Code skill in the data-science-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/transformer-lens-interpretability/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.

Who uses this skill

The Transformer Lens Interpretability skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/transformer-lens-interpretability
curl -L https://claudskills.com/skills/transformer-lens-interpretability/SKILL.md \
  -o ~/.claude/skills/transformer-lens-interpretability/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/transformer-lens-interpretability/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/transformer-lens-interpretability/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\transformer-lens-interpretability\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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