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---
skill_id: algorithms.attribution_graphs.frontend
name: "Attribution Graphs Frontend -- Interpretability Visualization"
description: "Frontend for visualizing Claude model attribution graphs. Used in mechanistic interpretability research to understand model behavior."
version: v00.33.0
status: CANDIDATE
domain_path: algorithms/attribution-graphs
anchors:
- attribution_graphs
- interpretability
- mechanistic
- visualization
- model_behavior
source_repo: attribution-graphs-frontend
risk: safe
languages: [typescript]
llm_compat: {claude: full, gpt4o: partial, gemini: partial, llama: minimal}
apex_version: v00.33.0
---
# Attribution Graphs Frontend
# attribution-graphs-frontend
Snapshot of the frontend code in [On the Biology of a Large Language Model](https://transformer-circuits.pub/2025/attribution-graphs/biology.html) and [Circuit Tracing: Revealing Computational Graphs in Language Models](https://transformer-circuits.pub/2025/attribution-graphs/methods.html).
To run:
```
git clone git@github.com:anthropics/attribution-graphs-frontend.git
cd attribution-graphs-frontend
npx hot-server
```
## Diff History
- **v00.33.0**: Ingested from attribution-graphs-frontend-main
