What problem does it solve? Drafted academic paper sections often miss journal length targets, repeat content across sections, and carry AI-writing tells, requiring a coherent whole-draft polish pass before peer review. ## Core Features & Use Cases - Length right-sizing: Expands or trims each section to the word bands defined in the template's template.json, targeting a substantial journal article rather than conference compression. - Coherence and de-AI pass: Enforces consistent terminology across sections, removes redundancy, and rewrites AI-tell phrases and comma-soup prose into natural academic writing. - Preservation guarantees: Keeps every citation, equation, reference, table label, and result placeholder intact, with lint scripts verifying the result. - Use Case: After drafting a Traitement du Signal paper, run this stage to bring the method section from 1200 to 2200 words with real substance, scrub tell phrases like "delve into", and verify with draft_lint and citations_lint before handing off to the review stage. ## Quick Start Polish and right-size my drafted TS paper sections to the template word bands, then re-run the draft and citation linters until both pass.