review-latex

Automate iterative LaTeX review, fix, and build cycles until zero findings.

Updated Jan 20, 2026

Search Tags:#automation #documentation #build #review #convergence #quality-assurance #latex

Ready to run

npx skills add https://github.com/yannickloth/health-me-cfs --skill review-latex

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: review-latex
Source: https://github.com/yannickloth/health-me-cfs/tree/main/.claude/skills/review-latex
Command: npx skills add https://github.com/yannickloth/health-me-cfs --skill review-latex

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Iterative autonomous review and fix cycles for LaTeX documents to reach zero findings (or complete up to 12 rounds), reducing manual proofreading time and improving document quality.

Core Features & Use Cases

Iterative review-fix-build cycle: Read, audit, fix, and rebuild LaTeX sources in rounds with automated checks for rigor, citations, notation, and correctness.
Convergence and checkpoints: Detect two consecutive clean rounds to converge; generate periodic checkpoints to .claude/review-checkpoint-latex.md.
Guardrails and scope: Enforce scoped reviews (via explicit file scope), prevent content invention, and require successful builds before proceeding.

Quick Start

Provide a file scope and start the review loop to iteratively fix LaTeX until convergence.

Frequently Asked Questions about review-latex

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

FAQPage Schema

How do I automate LaTeX document review and fixing during drafting?▼

You can automate LaTeX quality review by running an iterative adversarial loop that reads, audits, fixes, and rebuilds sources until convergence or 12 rounds, checking rigor, citations, notation, and correctness.

What is an autonomous LaTeX review loop and how does convergence work?▼

An autonomous LaTeX review loop iteratively fixes document issues and rebuilds until convergence. Convergence is detected when two consecutive clean review rounds complete, ensuring all findings are resolved before stopping.

Do I need a specific build system to run automated LaTeX quality checks?▼

Yes, automated LaTeX quality checks require the Nix build system for deterministic validation. Successful builds are enforced as a guardrail before the review loop proceeds to the next iteration.

How do I scope automated LaTeX reviews to specific files in a manuscript?▼

You scope automated LaTeX reviews by providing an explicit file scope before starting the loop. This enforces scoped reviews, prevents content invention, and requires successful builds before proceeding with fixes.

What happens if automated LaTeX review does not reach zero findings?▼

If automated LaTeX review does not reach zero findings, the loop completes up to 12 rounds maximum. Periodic checkpoints are generated to .claude/review-checkpoint-latex.md during the process to track progress.

Does automated LaTeX review prevent citation errors and factual inaccuracies?▼

Automated LaTeX review enforces guardrails for citations and factual accuracy to prevent content invention. It applies a deterministic review protocol to check rigor, citations, notation, and correctness during each round.