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nnsight-remote-interpretability

Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models (70B+) without local GPU resources, or when working with any PyTorch architecture.

70

Quality

86%

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SecuritybySnyk

High

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SKILL.md
Quality
Evals
Security

Security

1 high severity finding. You should review these findings carefully before considering using this skill.

High

W007: Insecure credential handling detected in skill instructions.

What this means

The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.

Why it was flagged

The README shows embedding an NDIF API key directly in code (os.environ[...] = "your_key" and CONFIG.API_KEY = "your_key"), which is an insecure pattern because it encourages putting secret values verbatim into source/outputs and would require an agent to handle/include the actual key string directly.

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Repository
synthetic-sciences/openscience
Audited
Security analysis
Snyk

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