Claude Skills by brycewang-stanford

在需要理解或预判《计算机学报》(Chinese Journal of Computers, CJC) 审稿流程、以便安排投稿节奏与修回策略时调用。覆盖本刊三审制的完整链路(编辑初审→专家外审→复审退修→主编终审)、初审退稿的常见理由(不符宗旨/无新意/重复前人/观点模糊/学术不端总重复率超 30%)、外审的双盲(删除作者信息)与 2~3 名同行评议约 20 天、多轮退修与重新送审、第一轮约 3~4 个月的审理周期与全程约半年的经验时长，以及作者在各环节的可用杠杆。适用于为计算机全学科中文长文规划评审预期的场景。

在向《计算机学报》(Chinese Journal of Computers, CJC) 正式提交稿件前做投稿就绪审计时调用。覆盖官网 cjc.ict.ac.cn 在线投稿系统、注册与提交同步(相差不超过 1 天)规则、官方 Word/LaTeX 长文模板、中英文摘要与关键词、中图分类号(TP)、GB/T 7714 参考文献中英文对照、学术不端检测(总重复率 30% 红线)、审理费与栏目归属，并在提交前做退稿风险分诊。适用于把一份计算机全学科的中文原创长文打磨到符合本刊三审制门槛的场景。

在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的长文组织附录、补充材料与多媒体附件时调用。覆盖如何在正文长文与补充材料之间按"是否决定录用"划分内容、附录中放证明细节/额外实验/参数表/算法伪码/大图表的取舍原则、补充材料的引用与自洽要求、多媒体附件的格式与容量、以及在双盲外审下补充材料的匿名处理。适用于让一篇计算机全学科中文原创长文主体紧凑有力、支撑材料完备可查的场景。

在判断一项计算机研究是否适合投《计算机学报》(Chinese Journal of Computers, CJC)、以及应落到哪个栏目/稿件类型时调用。覆盖本刊作为 CCF A 类计算机学科综合性中文旗舰月刊的定位、与专业子刊(软件学报偏软件/系统、自动化学报偏控制、电子学报偏电子通信、计算机研究与发展、计算机科学)的分工、长文与原创性门槛、论文/技术报告/短文/研究简报/综述的类型选择、以及会议论文期刊扩展版的定位。适用于在投稿前把选题的期刊契合度、创新增量与栏目归属想清楚，避免因不符宗旨在初审被退。

在需要为一篇投向《计算机学报》(Chinese Journal of Computers, CJC) 的中文长文规划从选题到见刊的完整流程时调用。把 12 个子技能编排成一条时间线：选题栏目定位→写作与实验搭建→相关工作与创新性确立→投稿自审→三审制评审(初审/外审/复审退修/主编终审)→多轮修回答复→录用定稿与校样→出版，并给出各阶段的检查点、经验周期与并行安排。适用于第一次投本刊、或需要把一次投稿全周期系统化管理、避免在任一环节踩坑的场景。

在撰写或润色投向《计算机学报》(Chinese Journal of Computers, CJC) 的中文科技长文时调用。覆盖本刊要求的报道性中英文摘要四要素、3~8 个中英文对应关键词、中图分类号(TP 类)的选取、题名规范、正文结构与论证密度、术语与符号统一、量和单位使用法定计量单位、图表题名中英文规范、参考文献 GB/T 7714 著录与中文文献中英文对照，以及"文字精练、无语言文字错误"的编辑级语言要求。适用于把一篇计算机全学科原创研究打磨成符合 CJC 长文体例与三审语言标准的场景。

Use when designing the real-data validation of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — forecasting and financial-engineering strands: data provenance, rolling out-of-sample tests, benchmark batteries, and significance of improvement. Validates methods on data; simulation-based studies belong to cjms-numerical-experiments.

Use when building the literature review and contribution positioning for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — running the Chinese and international literatures as two lanes and pinning a nameable methodological increment. Positions the paper; it does not construct the model itself.

Use when writing the managerial insights and countermeasure suggestions of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — turning model and experiment results into condition-decision-effect rules instead of policy slogans. Shapes the payoff section; it does not generate new results.

Use when translating a real management setting into the formal model of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — situational elements into variables, constraints, objectives and defensible assumptions, across optimization, game, and data-driven model families. Builds the model; solving it belongs to cjms-solution-algorithm.

Use when designing the numerical experiments and 算例 of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — grounded parameter calibration, an experiment matrix, sensitivity analysis, and mechanism-level reading of results. For simulation and case computation; real-data method validation belongs to cjms-empirical-validation.

Use when responding to referee reports from 《中国管理科学》 (Chinese Journal of Management Science) — classifying comments, planning supplementary experiments or derivations, and drafting the point-by-point 修改说明. Works after the manuscript has actually been revised; it never fabricates changes.

Use when choosing the solution route and delivering the algorithm section of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — exact vs heuristic vs learning-based, with pseudocode, property analysis, and baseline comparison. Covers solving the model; the experiments that showcase it belong to cjms-numerical-experiments.

Use when running the pre-submission preflight for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — the zgglkx.com portal flow, the 12-page limit, fee and timeline caveats, and the full formal checklist. Final gate before submission; it does not rewrite content.

Use when preparing tables, figures, formulas and pseudocode exhibits for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — three-line tables, equation-editor formulas with unified numbering, algorithm boxes, and convergence/sensitivity plots. Formats exhibits; the analysis behind them belongs to earlier skills.

Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper to a column, and screening out sister-journal mismatches. Judges fit only; it does not build the model or write the review.

Use when deciding which cjms-* sub-skill to invoke next, or when sequencing a 《中国管理科学》 (Chinese Journal of Management Science) manuscript from topic selection through rebuttal. The key fork is 优化建模 vs 数据驱动预测 vs 金融工程实证 — three strands the journal publishes side by side. Routes — does not replace — the specialized skills.

Use when polishing structure and house style for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — the prescribed section order, the 100–200-character self-contained abstract, keywords, CLC number, 结语, sequential-coded references, and the English abstract block. Enforces house style; content quality belongs to earlier skills.

Use when targeting 《中国体育科技》(China Sport Science and Technology) — the CSSCI applied/competitive sport-science journal from the China Institute of Sport Science (国家体育总局体育科学研究所), sibling to 《体育科学》. Best for competitive sport, sports training practice, talent identification, physical conditioning, technical/tactical analysis, training-load and physiological/biochemical monitoring, anti-doping, and sports rehabilitation — i.e. application-oriented exercise science. Route theory-heavy or综合 contrib...

Use when targeting 《体育科学》(China Sport Science) — the China Sport Science Society flagship and top CSSCI sport-science journal (体育学). Apply to sport & exercise science spanning 运动人体科学 (生理/生化/生物力学/运动医学/体质健康), 体育人文社会学 (体育社会学/管理/经济/政策/史哲), 运动训练与竞技体育, 学校体育, 民族传统体育. Supports both natural-science experiments/interventions and social-science survey/qualitative/policy work; demands a real sport-science problem and discipline-appropriate rigor, not generic econometrics or pedagogy borrowed from other f...

Use when deciding which Chinese sport-science (体育学) journal skill to invoke next, comparing fit across the 12 CSSCI sport-science source journals (《体育科学》《中国体育科技》, the Beijing/Shanghai/Chengdu/Wuhan/Xi'an/Shenyang/Tianjin sport-university journals, 《体育学刊》《体育学研究》《体育与科学》), or routing a sport-science manuscript before venue-specific rewriting. Also use to redirect manuscripts that only use sport as a case back to econ/management or clinical venues.

Use when targeting 《北京体育大学学报》(Journal of Beijing Sport University) — a CSSCI comprehensive sport-science journal hosted by Beijing Sport University, China's flagship sport academy. Accepts the full breadth of sport science: exercise physiology/biomechanics/sports medicine, sports training & competitive sport, sport humanities & social science, and school PE. Best for substantial, well-evidenced studies across any sub-field; route narrowly applied/competitive pieces to 《中国体育科技》 and theory-defi...

Use when targeting 《成都体育学院学报》(Journal of Chengdu Sport University) — a CSSCI comprehensive sport-science journal hosted by Chengdu Sport University, distinctively strong in sport history, ethnic traditional sport, martial arts, traditional health-preservation (养生) and sport culture, alongside general sport science. Best for historically/culturally grounded sport studies and ethnic-traditional-sport scholarship; route lab-based exercise science to the exercise-science-leaning venues and applie...

Use when targeting 《体育学刊》(Journal of Physical Education) — a CSSCI sport-science journal (South China Normal University) with a strong profile in school physical education and sport humanities & social science (mass sport, sport policy, sport sociology), alongside general sport science. Best for school-PE reform, youth fitness/health promotion, and theory-engaged sport social science; route lab exercise science and applied competitive work to the exercise-science / 中国体育科技 venues.

Use when targeting 《上海体育大学学报》(Journal of Shanghai University of Sport, formerly 上海体育学院学报) — a top CSSCI comprehensive sport-science journal with a notably strong social-science / sport-management / policy profile and an internationalized outlook, while still publishing exercise science. Best for theoretically engaged sport social science, sport governance/industry/policy, and well-framed cross-disciplinary work; route applied/competitive training to 《中国体育科技》.

Use when targeting 《沈阳体育学院学报》(Journal of Shenyang Sport University) — a CSSCI comprehensive sport-science journal hosted by Shenyang Sport University in northeast China, covering the full breadth of sport science with a recognized strength in winter sport (冰雪运动) alongside training, exercise science and sport humanities & social science. Best for well-evidenced studies across sub-fields, and a natural home for winter-sport / ice-and-snow research; route to specialist venues when a sharper home...

Use when targeting 《体育学研究》(Journal of Sports Research, Nanjing Sport Institute) — a CSSCI journal focused on sport social science / sport humanities, valuing disciplined problem framing and substantive theoretical dialogue (sport sociology, governance, policy, history, philosophy). Best for theory-engaged sport social science with rigorous method; route exercise science and applied competitive work to the natural-science / 中国体育科技 venues, and reflective/methodological essays to 《体育与科学》.

Use when targeting 《天津体育学院学报》(Journal of Tianjin University of Sport) — a CSSCI comprehensive sport-science journal hosted by Tianjin University of Sport, with a recognized tilt toward 运动人体科学 (exercise physiology / biochemistry / biomechanics / sports medicine / motor control) alongside training and sport humanities & social science. Best for rigorous experimental/measurement exercise-science work and well-evidenced studies needing mechanistic depth; route applied competitive practice to 《中国体...

Use when targeting 《武汉体育学院学报》(Journal of Wuhan Sports University) — a CSSCI comprehensive sport-science journal hosted by Wuhan Sports University, covering sports training & competitive sport, exercise science, and sport humanities & social science with a solid all-round profile. Best for well-evidenced studies across sub-fields without a narrowly specialist home; route history/ethnic-traditional-sport to 成都, strongly theory-led social science to 上海/南京, and applied competitive work to 《中国体育科技》.

Use when targeting 《西安体育学院学报》(Journal of Xi'an Physical Education University) — a CSSCI comprehensive sport-science journal hosted by Xi'an Physical Education University, covering the full breadth of sport science (training & competitive sport, exercise science, sport humanities & social science, school PE) with a solid northwest-China all-round profile. Best for well-framed, well-evidenced studies needing a comprehensive CSSCI sport venue; route to specialist venues when a sharper home exists.

Use when targeting 《体育与科学》(Sports & Science, Jiangsu) — a CSSCI sport-science journal distinctive for reflective, interdisciplinary, theory-forward and methodologically self-aware scholarship (academic dialogues, critical essays, problem-and-method debates) in sport humanities & social science. Best for conceptual/critical contributions that advance how the field thinks; route empirical exercise science, applied competitive work, and standard survey社科 to the appropriate specialist venues.

Use when targeting The American Journal of Gastroenterology or deciding whether a clinical GI/hepatology study fits this venue. Encodes the journal's fit, the practice-relevant clinical-evidence bar, reporting-guideline and registration requirements, ACG house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting the American Journal of Obstetrics and Gynecology or deciding whether an obstetrics or gynecology clinical study fits this venue. Encodes the journal's fit across maternal-fetal, reproductive, and gynecologic research, the clinical-evidence and pregnancy-ethics bar, reporting-guideline and registration requirements, AJOG house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting the American Journal of Respiratory and Critical Care Medicine or deciding whether a respiratory, critical-care, or sleep study fits this venue. Encodes the journal's fit across clinical-translational-basic science, the mechanistic and evidence bar, reporting-guideline and registration requirements, ATS house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Anesthesiology or deciding whether an anesthesiology, perioperative-medicine, pain, or critical-care study fits this venue. Encodes the journal's fit, the perioperative-trial and translational bar, reporting-guideline and registration requirements, ASA house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Annals of Oncology (ESMO) or deciding whether a clinical or translational oncology study fits this venue. Encodes the journal's fit, the practice-changing trial and ESMO-guideline evidence bar, reporting-guideline and registration requirements, ESMO house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Arthritis & Rheumatology or deciding whether a rheumatology/autoimmune-disease study fits this venue. Encodes the journal's fit, the clinical-trial/observational and basic-translational evidence bar, reporting-guideline and registration requirements, ACR/Wiley house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Brain or deciding whether a clinical-neurology or translational-neuroscience study fits this venue. Encodes the journal's fit, the mechanistic-depth-with-clinical-relevance evidence bar, reporting-guideline and registration requirements, Guarantors of Brain/OUP house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Critical Care Medicine or deciding whether an intensive/critical-care study fits this venue. Encodes the journal's ICU-focused fit, the clinical-evidence and translational bar, reporting-guideline and registration requirements, SCCM house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Diabetologia or deciding whether a diabetes clinical, epidemiological, or basic/translational study fits this venue. Encodes the journal's diabetes-focused fit across the evidence spectrum, the mechanistic and methodological bar, reporting-guideline and registration requirements, EASD house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when deciding which English specialty clinical-medicine journal skill to invoke next, comparing fit across the 30-journal clinical-medicine roadmap, or routing a manuscript before venue-specific re-framing. Routes by specialty, study design (RCT / observational / diagnostic-accuracy / review), and evidence strength, and flags trial registration and the reporting checklist as prerequisites.

Use when targeting European Urology or deciding whether a urology clinical/surgical study fits this venue. Encodes the journal's fit, the high-impact clinical-and-surgical-outcomes evidence bar, reporting-guideline and registration requirements, EAU/Elsevier house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting Hepatology or deciding whether a liver-biology or liver-disease study fits this venue. Encodes the journal's fit, the AASLD clinical-and-basic/translational evidence bar, reporting-guideline and registration requirements, AASLD/Wiley house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Cardiology or deciding whether a cardiovascular-medicine study fits this venue. Encodes the journal's fit, the cardiovascular-trial and outcomes evidence bar, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Internal Medicine or deciding whether an internal-medicine clinical study fits this venue. Encodes the journal's fit, the clinical-evidence and methodological-rigor bar, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Neurology or deciding whether a clinical-neurology study fits this venue. Encodes the journal's fit, the neurological-trial and observational evidence bar, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Oncology or deciding whether a clinical-oncology study fits this venue. Encodes the journal's fit, the cancer-trial and outcomes-research evidence bar, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Pediatrics or deciding whether a child- or adolescent-health study fits this venue. Encodes the journal's fit, the pediatric clinical and population-research evidence bar, pediatric design and ethics requirements, reporting-guideline and trial-registration expectations, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Psychiatry or deciding whether a clinical-psychiatry or mental-health study fits this venue. Encodes the journal's fit, the psychiatric-trial and observational/neuropsychiatric evidence bar, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

Use when targeting JAMA Surgery or deciding whether a surgical-outcomes or surgical-trial study fits this venue. Encodes the journal's fit, the surgical-trial and perioperative evidence bar, surgical-reporting challenges, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.