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transformer-lens-interpretability

80 / 100 · Low risk

Fine to try.

By artubss/SKILLS-CLAUDE-CODE (GitHub) · other · 11 stars · scanned at commit ac67ed8

Fornece orientação para pesquisa de interpretabilidade mecanística usando TransformerLens para inspecionar e manipular internals de transformers via HookPoints e caching de ativações. Use ao fazer engenharia reversa de algoritmos de modelos, estudar padrões de atenção ou realizar experimentos de activation patching.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'transformer-lens-interpretability' ] || [ -L ~/.agents/skills/'transformer-lens-interpretability' ]; then echo 'A skill folder named transformer-lens-interpretability already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/artubss/SKILLS-CLAUDE-CODE' "$d" && git -C "$d" checkout --quiet 'ac67ed85889b15fa9e784e2a93a83f8916870698' -- 'skills/skills/ai-research/mechanistic-interpretability-transformer-lens' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/skills/ai-research/mechanistic-interpretability-transformer-lens' ~/.agents/skills/'transformer-lens-interpretability' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'transformer-lens-interpretability' ~/.claude/skills/'transformer-lens-interpretability' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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