quality-review

Automate eight-dimension manuscript quality review with auto-fixing and iterative re-review.

8|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/TerryFYL/ai-research-army --skill quality-review-terryfyl
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: quality-review
Source: https://github.com/TerryFYL/ai-research-army/tree/main/skills/quality-review
Command: npx skills add https://github.com/TerryFYL/ai-research-army --skill quality-review-terryfyl

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the multi-round quality review of manuscripts, performing issue detection, automatic repairs, and iterative re-review until a pass or a defined limit.

Core Features & Use Cases

  • Eight-dimension review matrix covering data traceability, figure/table consistency, formatting, references, submission completeness, terminology consistency, innovation assessment, and statistical integrity.
  • Auto-repair loop that fixes detectable issues, persists review state, and retriggers the eight-dimension check.
  • Suitable for manuscript drafting, internal peer review, and pre-submission quality control across research domains.

Quick Start

Follow the instructions to run a full quality review on a manuscript file and obtain a report of issues and repairs.

Frequently Asked Questions about quality-review

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

FAQPage Schema
How do I automate manuscript quality review before submission?

You can automate manuscript quality review using an eight-dimension inspection matrix covering data traceability, figure consistency, formatting, references, and statistical integrity. The process auto-fixes detected issues and iteratively re-reviews the manuscript until it passes or hits a round limit.

What does an automated pre-submission manuscript check cover?

An automated pre-submission manuscript check covers eight dimensions: data traceability, figure and table consistency, formatting, references, submission completeness, terminology consistency, innovation assessment, and statistical integrity to ensure auditable and reproducible results.

Can I automatically fix formatting and reference issues during a manuscript review cycle?

Yes, you can automatically fix detectable issues during a manuscript review cycle. The auto-repair loop fixes formatting and reference problems, persists the review state, and retriggers the eight-dimension check until the manuscript passes or reaches the maximum round limit.

Does the manuscript quality review process support internal peer review across different research domains?

Yes, the manuscript quality review process supports internal peer review and editorial quality control across all research domains. It applies a persistent review state with graded scoring and block, warn, and info issue handling to ensure auditable results for any manuscript submission.

What happens if my manuscript fails the automated quality inspection?

If your manuscript fails the automated quality inspection, the system initiates an automatic repair cycle to fix detectable issues. It then retriggers the eight-dimension check, repeating this loop until the manuscript passes or reaches the maximum allowed review rounds.