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gnn-pipeline-orchestration

Coordinate 25-step GNN pipelines with configurable step selection and health checks.

30|3|Updated Apr 2, 2023
Search Tags:#workflow#orchestration#pipeline#health-check#artifact-management#gnn#.configuration
One-click install
npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-pipeline-orchestration
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gnn-pipeline-orchestration
Source: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation/tree/main/src/pipeline
Command: npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-pipeline-orchestration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamlines and centralizes the configuration, step sequencing, and execution of the 25-step GNN pipeline, reducing manual coordination and errors.

Core Features & Use Cases

  • Workflow orchestration: Define and enforce the order of steps, including optional inclusion/exclusion.
  • State management: Track pipeline progress, results, and artifacts across steps.
  • In-context execution planning: Generate execution plans and monitor health checks for robust runs.
  • Use Case: A data scientist configures a subset of steps to rerun experiments and compares outputs with a consistent baseline.

Quick Start

Use the GNN pipeline orchestration skill to initialize and run the full pipeline with default settings.

Frequently Asked Questions about gnn-pipeline-orchestration

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

FAQPage Schema
How do I orchestrate an end-to-end GNN pipeline with configurable step selection?▼

Pipeline health checks monitor execution progress and results, tracking artifacts and state across the 25 steps. This robust monitoring ensures runs are reproducible and allows you to compare outputs against a consistent baseline.

How do I rerun a subset of GNN pipeline steps for experiment comparison?▼

You can configure a subset of the 25 steps to include or exclude, generating an in-context execution plan for your experiments. This enables you to compare outputs against a consistent baseline.

Does the GNN pipeline orchestration skill require specific dependencies for artifact management?▼

The skill requires no external dependencies to manage pipeline artifacts. It uses frontmatter metadata and a consistent API to track state and artifacts across steps 0-24.

What is the best way to manage state and track artifacts across a 25-step GNN pipeline?▼

Centralizing configuration and execution with an orchestration skill manages state and tracks artifacts across the 25 steps. This reduces manual coordination errors and ensures reproducible sequencing.

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