sparse-autoencoder-training

Quality score: 70/100 · Category: General · Sub-category: general-misc

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.

What this skill does

sparse-autoencoder-training is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/saelens/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.

Who uses this skill

The sparse-autoencoder-training skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

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

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

Skills live at ~/.claude/skills/saelens/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\saelens\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.

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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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