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shichengf

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• 6 skills
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• 6 hours ago last updated

1. ▌
   Rebuttal Craft · shichengf bundle

   Skill for crafting and revising rebuttals to peer-review feedback in ML/AI research contexts. Trigger this skill whenever the user asks to write, revise, or audit a rebuttal, author response, reviewer reply, meta-review response, or any formal response to peer-review comments. Covers strategy by reviewer type, cross-rebuttal consistency, character budget discipline, and common credibility pitfalls. Use alongside the academic-writing skill, which provides baseline formatting, notation discipline, and prose conventions; rebuttal-craft layers rebuttal-specific strategy on top of those rules.
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   Survey Writing · shichengf bundle

   Design and write survey, review, state-of-the-art, and systematization-of-knowledge papers in ML, AI, and adjacent technical fields. Use for taxonomy design, literature synthesis, comparative analysis, open problems, survey introductions, thematic related work, and full survey manuscripts. Trigger on survey paper, review paper, literature review, SoK, position paper with broad literature synthesis, or 综述. Use academic-writing for general prose conventions and academic-self-check for the final audit.
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   Academic Outline · shichengf bundle

   Create structural outlines for conference papers, workshop papers, research proposals, grants, and thesis chapters without drafting the final prose. Use when the user asks for an outline, paper structure, section plan, paragraph map, argument flow, page allocation, or a compressed overview of an academic manuscript. Use academic-writing after the structure is approved and academic-self-check for the final manuscript audit.
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   Academic Writing · shichengf bundle

   Draft and revise empirical ML and AI papers, including titles, abstracts, section structure, evidence narration, and experiment planning when requested. Use for readable discovery-led research prose and manuscript revisions; preserve formal proof exposition in theoretical work.
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   Academic Self Check · shichengf bundle

   Audit a completed or near-complete academic manuscript for unsupported claims, numerical drift, terminology and notation inconsistencies, citation problems, figure and table defects, LaTeX layout issues, anonymity risks, and submission readiness. Use when a major revision warrants a broad audit, before submission, or when the user asks for a full-paper review, final check, consistency audit, or reviewer-style inspection. This skill diagnoses first and edits only when the user authorizes edits.
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   Academic Title Craft · shichengf bundle

   Generate, compare, audit, and revise titles and method names for ML, AI, and adjacent research papers. Use when the user asks for a paper title, method name, acronym, renaming, title shortlist, or alignment between a title and the paper's actual claim. Do not use for product, company, or campaign names.
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