Automate end-to-end causal tracing workflows to locate knowledge neurons in encoder-only transformers.
npx skills add https://github.com/cristianleoo/NeuroTrace --skill neurotrace
Please help me install this Agent Skill. Skill: neurotrace Source: https://github.com/cristianleoo/NeuroTrace/tree/main Command: npx skills add https://github.com/cristianleoo/NeuroTrace --skill neurotrace
Automates the location of factual knowledge in encoder-only transformers by orchestrating end-to-end causal tracing workflows.
Run an end-to-end NeuroTrace workflow to identify knowledge locations across models and generate trace charts in one go.
High-intent search queries and answers about installing and using this skill.
Causal tracing locates factual knowledge in encoder-only transformers by orchestrating dataset building, tracing, and charting to pinpoint knowledge neurons across models.
Activation patching for encoder models is a causal tracing technique used to identify knowledge neurons, automating the process of locating where factual information is stored.
Yes, you can generate publication-ready trace charts for transformer model comparisons by running end-to-end workflows that build datasets, trace activations, and visualize results.
Yes, causal tracing supports agent-driven experiments across datasets via a Strands orchestrator or manual CLI, enabling model comparisons and domain-specific knowledge testing.
The best way to automate end-to-end causal tracing workflows is using a built-in CLI or Strands orchestrator, which handles dataset generation, tracing, charting, and interpretation in one go.
No dependencies are required to run causal tracing on encoder-only transformers, as the workflow automates dataset generation, tracing, and visualization natively through its CLI or orchestrator.
tianhao909Inspect and manipulate transformer internal activations and weights for mechanistic interpretability.
Varnan-TechGenerate publication-quality PNG charts using Chart.js v4 and Apache ECharts v6.
Gami19Design and validate Strands YAML agent definitions against strands-yaml-schema.md.
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