limitations-scope-writer
Plan, draft, and revise ML/AI limitations, scope, failure cases, ethics, broader impact, and conclusion caveats so they control claim boundaries without undermining the paper. Use when the user wants limitation wording, scope statements, failure-case interpretation, ethics/broader-impact text, or overclaim reduction.
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method-section-explainer
Plan, draft, and revise ML/AI method sections for clarity, notation flow, module ordering, algorithm boxes, overview figures, design rationales, and appendix boundaries. Use when the method exists but needs to be explained clearly in paper prose.
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abstract-title-contribution-writer
Draft and revise ML/AI paper titles, abstracts, and contribution lists so the paper's highest-level promise matches its venue, positioning, claims, and evidence. Use when the user wants title options, abstract structure, contribution bullets, claim-strength calibration, or title/abstract/contribution consistency.
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paper-writing-contract-planner
Create or update a paper writing contract before drafting an ML/AI paper. Use when the user wants to lock the paper's venue, positioning, archetype, section order, paragraph roles, claim/evidence slots, figure/table jobs, related-work boundary, limitation policy, forbidden claims, exemplar patterns, or writing rules before using paper-writing-assistant.
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