gpd-error-patterns

Display physics error patterns from .gpd/ERROR-PATTERNS.md with optional category filters.

Updated Mar 15, 2026
One-click install
npx skills add https://github.com/MichaelsEngineering/get-physics-done-test --skill gpd-error-patterns-michaelsengineering
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gpd-error-patterns
Source: https://github.com/MichaelsEngineering/get-physics-done-test/tree/main/.agents/skills/gpd-error-patterns
Command: npx skills add https://github.com/MichaelsEngineering/get-physics-done-test --skill gpd-error-patterns-michaelsengineering

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill centralizes and surfaces accumulated physics error patterns recorded during GPD debugging, enabling quick diagnosis of recurring issues in project workflows.

Core Features & Use Cases

  • Pattern overview: Read and summarize entries from .gpd/ERROR-PATTERNS.md, providing Date, Phase, Category, Severity, Pattern, Root Cause, and Prevention.
  • Filtering: Optionally filter patterns by category (sign, factor, convention, numerical, approximation, boundary, gauge, combinatorial) to focus investigation.
  • Cross-project context: Integrates cross-project library patterns to compare project-specific issues with global patterns.
  • Use Case: A researcher runs the skill to verify if recent debugging sessions align with known error patterns before planning remediation.

Quick Start

Read the accumulated error patterns with gpd-error-patterns, optionally filtering by a category, and review a cross-project summary.

Frequently Asked Questions about gpd-error-patterns

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

FAQPage Schema
How do I identify recurring physics error patterns in a tokamak fusion-control project?

Physics error patterns are identified by reading and summarizing accumulated debugging entries from the .gpd/ERROR-PATTERNS.md file. The system extracts Date, Phase, Category, Severity, Pattern, Root Cause, and Prevention data into a structured table for quick diagnosis.

Can I filter physics debugging errors by category like sign, factor, or gauge convention?

Yes, physics debugging errors can be filtered by specific categories including sign, factor, convention, numerical, approximation, boundary, gauge, and combinatorial. This filtering focuses investigation on specific error types within the accumulated GPD project state.

What is the best way to summarize GPD project state errors for research workflow planning?

The best way to summarize GPD project state errors is to extract accumulated entries from .gpd/ERROR-PATTERNS.md and generate a structured table with a summary by category. This provides guidance for next steps in verification and planning.

Does this GPD error pattern tracking require any external dependencies or components?

No, this GPD error pattern tracking requires no external dependencies or components. It operates directly on the .gpd/ERROR-PATTERNS.md file within your existing project state to surface accumulated debugging data.

How do I compare project-specific physics errors with cross-project library patterns?

To compare project-specific physics errors with cross-project library patterns, integrate cross-project library patterns during the error pattern review. This compares project-specific issues with global patterns to support proactive remediation in fusion-control experiments.

When should I review accumulated error patterns during a fusion-control debugging workflow?

You should review accumulated error patterns before planning remediation to verify if recent debugging sessions align with known issues. This proactive approach surfaces recurring physics problems to support verification in fusion-control experiments.