技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
book-academic【数据与研究】Academic writing craft reference: IMRAD and discipline structures, literature review, argument chains, citation integrity, academic register in en/ko/ja, and academic-writing AI tells. Read by all agents on theses, dissertations, monographs, and research reports.
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
The reader is a peer or an examiner. They will check the citations, and they will notice when the literature review summarizes instead of argues. Academic AI text fails by being fluent about things it has not read.
PRD.md overriding defaults (chapter count, word limits, citation style, formatting).Organize by theme and argument, never chronologically and never author-by-author. Establish the field → identify the gap → position this work. For each source: claim, method, limitation, relevance to this work. Build a synthesis matrix (themes × sources) in sources/INDEX.md before drafting. The review argues that the gap exists; it does not list what people have said.
Toulmin: claim → evidence → warrant → backing → qualifier → rebuttal. Every chapter thesis supports the central thesis, and the chapter's opening states its claim, position, and scope. Paragraph: topic sentence (claim) → evidence and analysis → link. Hedging is calibrated, not stacked: "may suggest" is fine; "it could perhaps be argued that it may" is not.
[S12, p. 45]); copy edit converts to the house style (APA 7, MLA 9, Chicago 17, IEEE, or the program's own).Numbered per chapter (Figure 3.1). Captions below figures, above tables. Every figure and table referenced in the text before it appears. Self-contained. Cross-references by section number (Section 4.2), never "above" or "below."
Context (1-2 sentences) → gap (1) → purpose (1) → method (1-2) → key finding with a number (1-2) → significance (1). 150-300 words. Written last.
Central thesis stated; each chapter's thesis supports it; review organized by theme with a stated gap; methods sufficient to replicate; every core claim in the results has evidence in the results; discussion addresses the strongest alternative explanation; synthesis matrix exists; citation style declared; program constraints in PRD.md satisfied.
Figures and tables follow the discipline's conventions and the program's format. Every figure is code-rendered from data in sources/ with the exact numbers in the results; captions are self-contained; numbering per chapter; referenced in the text before they appear. No decorative images. Conceptual frameworks as diagrams ≤ 9 elements with a consistent grammar. figure-engineer produces; fact-checker reconciles every plotted value with the data file.