Use when sharpening the contribution claim for a Journal of Banking & Finance paper so the manuscript explains why the result matters for banking, financial intermediation,…
Use when polishing the language and rhetoric of a 《财经研究》 manuscript — eliminating empty-significance phrases, fixing vague policy talk, replacing method-flexing with mechanism,…
Use when targeting 《科学学与科学技术管理》(Science of Science and Management of S&T — 天津市科技发展战略研究院主办、中国科学学与科技政策研究会会刊, 1980 年创刊) or deciding whether a Chinese…
Use when positioning an International Organization (IO) manuscript against the international-relations literature so it reads as a contribution to an IR debate.
Use when responding to ICDT (International Conference on Database Theory) referees — principally the first-cycle Revise-and-resubmit round, where you return a corrected paper that…
Use when explaining or diagnosing the ICML review process, including OpenReview, reciprocal reviewing, reviewer/AC behavior, review dimensions, author response, one-round…
Use when drafting EDBT author responses across the two turns of a cycle — the short author-feedback reply on the initial reviews, and the in-cycle revise-and-resubmit change…
Use when designing the exhibits for a Journal of Financial Intermediation (JFI) paper — banking-literate tables and figures with explicit sample construction, institution…
Use when results may be sensitive to liquidity-measure choice, sample filters, microstructure noise, or inference for a Journal of Financial Markets (JFM) manuscript.
Use when targeting Applied Energy or deciding whether a systems-level energy manuscript fits this venue.
Use when targeting JAMA Pediatrics or deciding whether a child- or adolescent-health study fits this venue.
Use when targeting Journal of Econometrics or deciding whether a theoretical or applied econometrics manuscript fits this venue.
Use when polishing the language and rhetoric of a 《中国社会科学》 (Social Sciences in China) manuscript — replacing policy-report tone and empty-significance phrases with scholarly…
Use when targeting Nucleic Acids Research (NAR) or deciding whether a nucleic-acid biology, database, or web-server manuscript fits this venue.
Use when targeting 《管理工程学报》(Journal of Industrial Engineering and Engineering Management — 浙江大学主办、教育部主管的管理工程类双月刊, 1987 年创刊, 国内唯一对口管理工程学科的学术刊) or deciding whether a Chinese…
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs…
Use when running the final pre-submission preflight for a Sociological Theory (ST) manuscript — Manuscript Central portal, ASA format and length cap, abstract, masking for…
Use when the spatial identification argument is the bottleneck for a Journal of Urban Economics (JUE) manuscript — boundary discontinuity, shift-share/Bartik, historical or…
Use when deciding whether a legal-scholarship idea is a fit for The Yale Law Journal (YLJ) and which track it belongs in.
Use when targeting Nature Biotechnology or deciding whether a biotechnology/enabling-methods manuscript fits this venue.
Use when preparing MobiSys supplementary material — appendices, extra device sweeps, protocol details, demo video and media, and anonymized artifacts under the 12-page-body,…
面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 → 复查"五步闭环工作流，分章节差异化策略（摘要/引言/文献综述/方法/结果/讨论/结论），保持学术严谨性前提下通过检测。
Use when preparing an accepted IEEE PerCom paper for its IEEE Xplore camera-ready, covering de-anonymization, the IEEEtran compsocconf template and page budget, IEEE Xplore…
Use when deciding which ssc-* sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《中国社会科学》 (Social Sciences in China).
Use when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript.
Use to build Cell's mandatory STAR Methods — the Key Resources Table, the three Resource Availability subsections, Experimental Model and Subject Details, Method Details, and…
Use when targeting The Classical Quarterly (CQ) or deciding whether a Greek or Latin philology, textual-criticism, or literary-interpretation manuscript fits this venue.
Safely remove intermediate files from completed research sessions while preserving important data
Use when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it belongs in Physical Review A–E / PR Research.
Use when auditing an IEEE ICDE research-track submission for round choice, Microsoft CMT setup, conflict declarations, the IEEE 12-page format, single-blind requirements,…
Use when designing or auditing IEEE INFOCOM evaluations, covering analytical results with stated and justified assumptions, simulation with a named simulator and logged seeds,…
Use when targeting Matter (Matter) or deciding whether a materials manuscript fits this Cell Press primary-research venue spanning atoms to systems with societal relevance.
Use when designing the exhibits for a Journal of Public Economics (JPubE) manuscript — bunching density plots, event-study and RD/RKD graphs, incidence and distributional figures,…
Use when revising a MobiSys paper for a mobile-systems first page, the pain → system-design → on-device-evidence arc, 12-page double-column compression, double-blind wording, and…
Use when drafting the response letter for a revise-and-resubmit (R&R) at 《经济学(季刊)》 (China Economic Quarterly, CEQ) — where reviewers are typically field-trained and press hardest…
Use when turning empirical results into an explicit contribution to accounting knowledge for a Journal of Accounting Research (JAR) manuscript — stating what we now know about how…
Use to plan and execute the illustration, copyright-permission, and reproduction-quality workflow for an Art Bulletin article — the distinctive, slow, author-funded task of…
Use when running the final pre-submission preflight for Econometric Theory (ET) via ScholarOne / Manuscript Central — single embedded-font PDF, single-anonymous (no double-blind…
Use when positioning an ASPLOS submission against three communities' literatures at once — covering the architecture, OS/systems, and PL/compiler lanes plus accelerator and…
Use when selecting or auditing the method for a Production and Operations Management (POM) manuscript — analytical modeling (optimization, stochastic models, game theory),…
Use when reasoning about ICCV's review pipeline and where authors have leverage, covering the March-to-June OpenReview timeline, the every-author-reviews contract and its 2025…
Use after a Contemporary Accounting Research (CAR) revise-and-resubmit — planning the revision and drafting a point-by-point response to two reviewers and the subject Editor,…
Use when mapping and entering a large, contested literature for a Progress in Human Geography (PiHG) review essay — defining the corpus, its camps and debates, and where your…
Use when drafting or revising the 引言 (introduction) of an 《经济研究》 manuscript — when the opening starts from a remote macro backdrop, when contributions read like "丰富了相关研究", or when…
Use when judging whether a finance idea clears the Review of Finance (RoF) general-interest bar before any estimation or modeling — first-order question, fit with the journal's…
Use when anticipating editor and reviewer expectations, framing the contribution, and positioning scope for a Review of Educational Research (RER) submission.
Use when understanding and navigating Administrative Science Quarterly's (ASQ) developmental, multi-round review process — decision types, reviewer/editor roles, and what each…
Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian…
This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs.
Use for the PODS analogue of artifact evaluation — there is no systems artifact track at this theory symposium, so this skill covers formal-claims verification instead: a complete…
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
ALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code verifies information, writes code, references documentation,…
This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告",…
Use when deciding how code, computations, or data attach to a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA itself runs no artifact track, so this skill covers…
Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an introduction to an…
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion,…
Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic…
Use to architect a Critical Inquiry (CI) essay — the order in which intervention, objects, and theory unfold so a reader from another field can follow an ambitious argument.
Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…