AliManjotho

Validate abstract completeness, length, and alignment.

Enforce evidence-grounded outputs with explicit uncertainty.

Screen for excessive self-citation and suspicious citation patterns.

Run contradiction and alignment checks across all sections.

Check interpretation quality, limitations, and overclaiming.

Create stable anchors for sections, paragraphs, figures, tables, equations, and references.

Review datasets, baselines, metrics, fairness, and leakage risks.

Review figures and tables for caption quality, linkage, and alignment.