v1.0.0 – Diff-Insight: AI Reviewer Primer + Quiz for LaTeX PRs

Diff-Insight: AI-Assisted LaTeX Pull Request Reviewer
Diff-Insight helps academic and research teams review LaTeX manuscripts faster and with greater confidence.

When a pull request changes .tex, .bib, or figure files, Diff-Insight will:
Parse only the semantic LaTeX changes (sections, theorems, figures, equations).

Generate a Reviewer Primer highlighting:
New vs. prior claims
Updated numbers, figures, and formulas
Potential impact on conclusions or methods
Create a 2-question micro-quiz for each major change to ensure reviewers and co-authors understand the edit before merge.
Optionally produce a latexdiff PDF artifact for visual reference.

Why use Diff-Insight?
Reduce review fatigue – Focus on meaning, not line-by-line diffs
Boost team confidence – Verify that all critical changes were truly read
Easy to adopt – No extra CI/CD setup beyond a single YAML file
Flexible LLM backend – Use OpenAI, Mistral, or your own local model

v1.0.0 – Diff-Insight: AI Reviewer Primer + Quiz for LaTeX PRs

Release notes

• First Stable Release of Diff-Insight

Diff-Insight turns every LaTeX pull request into a self-explaining micro-lesson for reviewers.

Key Features

• Smart Diff Summaries – Detects changed sections, theorems, figures, and equations
• Reviewer Primer – Explains what changed and why it matters
• Mini Quiz per PR – Generates 2 questions per key change to confirm co-author understanding
• Visual Reference – Optional latexdiff PDF artifact
• Privacy-Aware – Supports local LLMs (ollama / LocalAI) for air-gapped use
• Zero-Friction Setup – Single-file workflow (diff-insight.yml)

Metrics Goals

• Cut PR review time by 30%+
• Achieve 80% quiz accuracy by co-authors before merge