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quality-gate

Verify quantitative claims in research manuscripts against analysis output files.

8|2|Updated Apr 2, 2026
Search Tags:#verification#verify#reproducibility#claims#manuscripts#output-files
One-click install
npx skills add https://github.com/Felpix-Studios/social-science-research --skill quality-gate-felpix-studios
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: quality-gate
Source: https://github.com/Felpix-Studios/social-science-research/tree/main/skills/quality-gate
Command: npx skills add https://github.com/Felpix-Studios/social-science-research --skill quality-gate-felpix-studios

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Verify that every quantitative claim in a manuscript is traceable to an analysis output file, and that no important output is omitted, ensuring pre-submission integrity.

Core Features & Use Cases

  • Cross-check numerical claims (coefficients, sample sizes, percentages, means, and p-values) against corresponding output files.
  • Inventory outputs (tables, figures, and citations) to ensure every referenced item exists and is accounted for.
  • Generate a clear verification report highlighting matched, unverified, and missing elements to support audit trails.

Quick Start

Run the quality gate on your manuscript draft to verify all quantitative claims against analysis outputs.

Frequently Asked Questions about quality-gate

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

FAQPage Schema
How do I verify quantitative claims in a research manuscript against analysis outputs?▼

To verify quantitative claims, you cross-check numerical values like coefficients, sample sizes, and p-values in your manuscript against corresponding output files to ensure consistency before submission.

What is manuscript-to-output reproducibility verification?▼

Manuscript-to-output reproducibility verification is the process of matching every quantitative claim to existing output files, checking for missing citations, and reporting discrepancies with traceable locations to ensure pre-submission integrity.

How do I check for missing figures and tables referenced in my manuscript?▼

You can inventory outputs by cross-referencing tables, figures, and citations in your manuscript to ensure every referenced item exists in the analysis outputs and is fully accounted for.

Can I generate a verification report for unverified numerical claims before journal submission?▼

Yes, you can generate a clear verification report highlighting matched, unverified, and missing elements to support audit trails and ensure pre-submission integrity for your research manuscript.

Does manuscript claim verification work for end-to-end workflows across references and tables?▼

Yes, manuscript claim verification applies to end-to-end workflows, enforcing that claims are matched to existing output files across manuscripts, tables, figures, and references to report any discrepancies.

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