How PaperForge works

  1. 1. Paste the draft

    Drop Markdown or LaTeX text for the sections you care about. Optionally paste a .bib for reference integrity.

  2. 2. Run the deterministic rubric

    PaperForge scores eight categories (claims, structure, method, experiments, related work, references, language, venue policy) using the RULESET_VERSION 2026-09-27 checks — same input, same score.

  3. 3. Fix findings before you submit

    Each finding carries severity, why a reviewer cares, and a concrete fix. Unverified bibliography entries are listed only — never invented.

Deep model-assisted critique is optional and labelled source: Model-assisted. Without a key the API returns 503 — never a silent mock review.

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