gnn-intelligent-analysis

Community

AI-powered pipeline health insights for GNN

AuthorActiveInferenceInstitute
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Analyze GNN pipeline executions to surface failures, performance bottlenecks, and AI-generated insights.

Core Features & Use Cases

  • AI-powered health scoring and failure analysis for end-to-end GNN pipelines.
  • Per-step yellow/red flag detection with actionable insights and recovery guidance.
  • Generative executive reports (markdown/json/html) with optimization recommendations.
  • Rule-based fallback when LLMs are unavailable, ensuring robust operation in isolation.

Quick Start

Run a complete GNN pipeline analysis to generate an executive report.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: gnn-intelligent-analysis
Download link: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation/archive/main.zip#gnn-intelligent-analysis

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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