Agent Skills
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Highly Recommended

Skills

No more black box - see exactly how AI makes decisions
The scalpel for AI researchers
Core Principle:
This toolkit lets you dissect neural networks like a surgeon. Want to know what's really happening inside an AI's mind? It helps you trace neuron activations, pinpoint decision points, and even edit model behavior directly. When researching AI or debugging models, it's your X-ray machine.
KEY FEATURES
01Neuron Tracing
View real-time activations at every network layer
02Hotspot Detection
Quickly locate neurons crucial to model decisions
03Behavior Editing
Directly modify parameters to alter output style
04Flow Analysis
Visualize data propagation paths through the network
github.com/ndif-team/skills
data-ai·ndif-team·2026-01-15·⭐ 5·🔱 0
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/ndif-team/skills.git
SSH
git clone [email protected]:ndif-team/skills.git
GitHub CLI
gh repo clone ndif-team/skills
FAQ
Q: What are the installation steps for Skills Agent Skills?
1.Install: Set up all tools with one command
2.Load Model: Connect your AI model or use NDIF platform
3.Ask Naturally: Describe your analysis needs conversationally
4.Get Insights: Visual reports and actionable recommendations
Q: What are the highlights of Skills Agent Skills?
  • Surgical precision
  • Supports major AI platforms
  • No coding required
  • Research-paper-grade analysis
Q: What are the use cases for Skills Agent Skills?
  • AI model debugging
  • Neural network interpretability research
  • Model behavior control
  • Algorithmic bias detection
Q: What are the limitations of Skills Agent Skills?
  • Requires NNsight
  • Limited support for very large models
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