paper-coverage-validator

Validate benchmark artifacts for required RGB micro and RGB DataLoader sections.

95|3|Updated Oct 25, 2024
One-click install
npx skills add https://github.com/albumentations-team/benchmark --skill paper-coverage-validator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-coverage-validator
Source: https://github.com/albumentations-team/benchmark/tree/main/.cursor/skills/paper-coverage-validator
Command: npx skills add https://github.com/albumentations-team/benchmark --skill paper-coverage-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates whether benchmark artifacts cover the paper's required RGB micro and RGB DataLoader sections, helping researchers ensure that results are complete and publication-ready.

Core Features & Use Cases

  • Verifies presence of required core sections: image-rgb/micro and image-rgb/pipeline.
  • Supports checking RAM-reduced profiles and full runs to guide publication planning.
  • Provides actionable remediation guidance when gaps are detected to streamline paper prep.

Quick Start

Run the validator against your gcp_runs and output directory to confirm all required sections are present.

Frequently Asked Questions about paper-coverage-validator

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

FAQPage Schema
How do I validate benchmark artifacts for missing RGB micro and DataLoader sections?▼

To validate benchmark artifacts, run the validator against your gcp_runs and output directories to identify missing image-rgb/micro and image-rgb/pipeline sections required for publication readiness.

What is benchmark paper coverage validation for RGB sections?▼

Benchmark paper coverage validation identifies and reports gaps where artifacts lack required RGB micro and RGB DataLoader sections, ensuring your benchmark results are complete and publication-ready.

Can I check both RAM-reduced profiles and full runs for publication readiness?▼

Yes, you can validate both RAM-reduced profiles and full runs to guide publication planning, verifying the presence of required core sections across different execution configurations.

How do I fix missing image-rgb/micro or image-rgb/pipeline sections in my output?▼

When gaps are detected, the validator provides actionable remediation guidance to fix missing image-rgb/micro or image-rgb/pipeline sections, streamlining your paper preparation process.

Does the paper coverage validator work without external dependencies?▼

Yes, the paper coverage validator operates without external dependencies, directly scanning your gcp_runs and output directories to enforce the presence of required benchmark sections.