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graphviz-ai-orchestration

Generates Graphviz DOT diagrams for complex AI pipeline dependency graphs with clusters and custom styling.

Updated Apr 11, 2026
Search Tags:#orchestration#visualization#dependency graph#diagram generation#dot#graphviz#ai pipeline
One-click install
npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill graphviz-ai-orchestration-gozonerd
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: graphviz-ai-orchestration
Source: https://github.com/gozonerd/shadow-ai-assessment/tree/main/.claude/skills/graphviz-ai-orchestration
Command: npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill graphviz-ai-orchestration-gozonerd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Visualizing dense AI pipeline orchestration systems with 20+ nodes, cross-pipeline dependencies, QA gates, and revision loops overwhelms simpler diagram tools like Mermaid, leaving teams without clear dependency maps. ## Core Features & Use Cases - DOT Code Generation: Produces complete Graphviz digraph blocks with node shapes, colors, and edge styles mapped to AI concepts like models, gates, data stores, and human review steps. - Cluster Grouping: Organizes pipelines into phase-based subgraph clusters with independent styling and compound edge support. - Layout Control: Applies rankdir, splines, rank constraints, and spacing parameters for readable publication-quality output. - Use Case: Map a multi-phase course-generation pipeline with QA gates and revision loops into a single dependency graph, then render it via Graphviz CLI or Graphviz Online. ## Quick Start Ask the AI to generate a Graphviz DOT diagram of your AI pipeline, listing the pipeline stages, dependencies, QA gates, and feedback loops you want visualized.

Frequently Asked Questions about graphviz-ai-orchestration

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a dependency graph for an AI pipeline?▼

Describe your pipeline stages, dependencies, QA gates, and feedback loops, and the skill generates a complete Graphviz digraph block. Paste the DOT code into Graphviz Online or render locally with dot -Tpng file.dot -o output.png.

Graphviz vs Mermaid for pipeline diagrams?▼

Graphviz is the better choice for dense graphs with 20+ nodes, cross-pipeline dependencies, and fine-grained styling control. Mermaid is simpler and renders in-thread, making it preferable for small 5-10 node DAGs.

How do I render Graphviz DOT files?▼

Render DOT files using the Graphviz CLI (dot -Tpng input.dot -o output.png), the browser-based Graphviz Online tool, the VS Code Graphviz extension, Kroki.io, or the graphviz Python package in Jupyter notebooks.

How do I group nodes into phases in Graphviz?▼

Use subgraph clusters with the cluster_ name prefix, setting label, fillcolor, and color attributes per group. Enable compound=true to draw edges between clusters and newrank=true for better ranking in complex graphs.

When should I not use Graphviz for diagrams?▼

Avoid Graphviz for simple 5-10 node DAGs, human-AI swimlanes, interactive exploration, or sequence diagrams. Use Mermaid for simple flows, BPMN or PlantUML for swimlanes and sequences, and HTML+JS for interactive zooming.

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