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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Install skill "limitations-scope-writer" with this command: npx skills add a-green-hand-jack/skillsmp-a-green-hand-jack-a-green-hand-jack-limitations-scope-writer
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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.
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.
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.
Plan, draft, and revise related work for ML/AI papers as novelty-boundary writing. Use when the user needs closest-work grouping, citation role assignment, related-work paragraph plans, boundary statements, safe novelty wording, or a related-work section that aligns with paper positioning and citation coverage.