Skills for the NDIF Ecosystem
Agent skills for neural network interpretability with NNsight.
Compatible with both Claude Code and OpenAI Codex via the Agent Skills Specification.
Installation
Claude Code
# Open Claude Code terminal
claude
# Add the marketplace (one time)
/plugin marketplace add https://github.com/ndif-team/skills.git
# Install all skills
/plugin install nnsight@skills
OpenAI Codex
# Open OpenAI Codex terminal
codex
# Install skills
skill-installer install https://github.com/ndif-team/skills.git
Included Skills
| Skill | Use When... |
|---|---|
| nnsight-basics | Setting up models, tracing activations, saving values, basic interventions |
| logit-lens | Analyzing layer-wise predictions, understanding information flow |
| activation-patching | Finding causally important layers, heads, or positions |
| attribution-patching | Scaling circuit analysis with gradient approximations |
| causal-tracing | Investigating information flow and mediation |
| model-steering | Controlling outputs with steering vectors and persistent edits |
Example Prompts
Once installed, just ask naturally:
- "Help me implement logit lens to see what GPT-2 predicts at each layer"
- "Find which attention heads are important for this task using activation patching"
- "Create a steering vector to make the model more positive"
- "Trace where the model stores factual information about the Eiffel Tower"
The agent will automatically apply the relevant skills.
Structure
skills/
├── .claude-plugin/
│ └── marketplace.json # Claude Code marketplace
├── .codex/
│ └── skills/ # Codex skills (symlinks)
│ ├── nnsight-basics -> ...
│ ├── logit-lens -> ...
│ └── ...
└── plugins/
└── nnsight/
├── .claude-plugin/
│ └── plugin.json
└── skills/ # Actual skill files
├── nnsight-basics/
│ └── SKILL.md
├── logit-lens/
│ └── SKILL.md
└── ...
Resources
- NNsight Documentation
- NNsight Tutorials
- NDIF Platform - Remote access to large models
- Agent Skills Specification