Use when polishing Journal of Human Resources (JHR) prose — abstract, introduction, results paragraphs that translate coefficients into policy units, reconciliation language…
Use when converting an NSDI acceptance into a published, presented paper — de-anonymizing within the same 12-page cap, meeting the final-papers deadline that also gates Community…
Use when revising an AISTATS paper for concise AI-statistics framing, theorem-and-experiment clarity, 8-page submission compression, double-blind wording, reproducibility clarity,…
Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for RE/between, system estimation, or GMM.
Use when writing or compressing an INTERSPEECH paper into its 4 content pages — the abstract-and-index-terms opening, task-first framing for a mixed science/engineering…
Use when the quantitative model is the bottleneck for an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript — DSGE, New Keynesian, heterogeneous-agent (HANK /…
Use when targeting ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) or deciding whether a computer-science manuscript fits this venue.
Use when executing and reporting the analysis for a Criminology (ASC / Wiley) manuscript so it survives expert review — honest uncertainty, robustness, and methods appropriate to…
Use when packaging an accepted MLSys paper's code, configs, and measurement scripts for the venue's post-acceptance artifact evaluation, targeting the Availability, Functional,…
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 规划一次完整投稿的时间线、把 12 个技能编排成从选题到见刊的流水线时调用。给出选题定位→写作→实验→匿名投稿→双盲三审→多轮退修→录用定稿的阶段划分、每阶段的准入准出、里程碑与常见延误点，帮助作者在 Acta Automatica Sinica…
Use when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal reviewing,…
Use when deciding which jais-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of the Association for Information…
Use when planning a research project's calendar toward NAACL — handling the chapter's skipped-year rhythm, choosing an ARR cycle when the edition's feeding cycles are not yet…
Use when targeting Nature Biotechnology or deciding whether a biotechnology/enabling-methods manuscript fits this venue.
Use when targeting International Conference on Knowledge Capture (K-CAP) or deciding whether a computer-science manuscript fits this venue.
Use to lock study design and mandatory prospective registration for a Lancet clinical manuscript — trial registration before enrollment, protocol + statistical analysis plan, and…
Use when drafting an HPCA rebuttal and revision in the single combined window: triaging objections by what the window can fix, running a small number of new experiments, writing…
Use to lock the single-mechanism arc before drafting — converts a set of correct experiments into one Molecular Cell story that runs molecular question → the mechanism →…
Use when preparing the exhibits of a Language (LSA) manuscript — numbered examples, Leipzig-convention interlinear glosses, IPA transcription, tableaux/trees, and quantitative…
Use when positioning an ITCS paper against the theory literature — writing the delta that proves the model/question is genuinely new, covering the right STOC/FOCS/SODA/CCC/TCC…
Use when deciding which English agriculture / environment / earth-science journal skill to invoke next, comparing fit across the 30-journal agriculture-and-environment roadmap, or…
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…
Use when deciding what belongs inside the six reviewed pages of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript versus in an external repository, given DAC's…
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 planning an ESEC/FSE project timeline from venue fit through paper registration, submission, the journal-style Major Revision round, artifact evaluation, PACMSE…
Use when sharpening the Journal of Human Resources (JHR) contribution claim around applied microeconomics, credible design-based evidence, public-policy relevance, magnitudes…
Use when auditing an IROS paper for the PaperPlaza upload — author PINs and metadata, the content-page limit with references counted in, IEEE two-column format, the 2026…
Use when deciding which arecon-* sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE)…
Use when understanding how The Accounting Review (TAR) review and decisions work, or when reading a TAR decision letter — the editor routing, double-blind two-reviewer model,…
Use when running and reporting the computational study for an Operations Research (OR) manuscript — benchmark instances, baselines, reproducible experiments, statistical care for…
Use when designing or auditing the evaluation of an ASPLOS paper — choosing among real silicon, FPGA prototypes, and simulators with cycle-accuracy caveats stated, selecting…
Use when drafting a MobiSys rebuttal after round-2 reviews — working within the scope limit (correct factual errors, answer specific reviewer questions), adding only…
Use when handling research ethics, transparency, and data sharing for a New Media & Society (NM&S) manuscript — consent and anonymization, the ethics of scraping and platform ToS,…
Use when packaging a POPL artifact — above all a mechanized proof development in Rocq/Coq, Lean, Agda, or Isabelle — for the post-conditional-acceptance evaluation, satisfying the…
Use when targeting The American Historical Review (AHR) or deciding whether a history manuscript fits this venue.
Use when running the final pre-submission preflight for the American Educational Research Journal (AERJ) via ScholarOne Manuscript Central — section selection (SIA vs TLHD),…
Use when planning ICRA supplementary material, which in this venue means primarily the video attachment — 180 seconds, 20 MB, submitted in fixed PaperPlaza windows — plus external…
Use when polishing the prose of a The Review of Economic Studies (REStud) manuscript — introduction, abstract, and overall economy of exposition — so the original contribution…
Use when targeting Monthly Notices of the Royal Astronomical Society (MNRAS) or deciding whether an astronomy manuscript fits this RAS/OUP venue.
Use when running the final pre-upload audit of an ASPLOS submission — the 11-page limit covering figures/tables/footnotes with references excluded, the mandatory template, the…
Use when executing and reporting the analysis for a Population and Development Review (PDR, Wiley / Population Council) manuscript so it survives expert, double-anonymized review…
Use when targeting the Journal of Fluid Mechanics (JFM) or deciding whether a fundamental fluid-mechanics manuscript fits this venue.
Use when making a SenSys result reproducible across a different testbed — capturing energy-measurement method, hardware and firmware provenance, sensor ground-truth protocol, and…
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling.
Use when targeting ACM Conference on Intelligent User Interfaces (IUI) or deciding whether a computer-science manuscript fits this venue.
Use when designing or auditing the evaluation of an ACM CoNEXT paper — matching evidence to claim shape with real testbeds and deployments, honest and tuned baselines, measurement…
Use when auditing an EDBT research-track submission for Microsoft CMT readiness, covering the cycle choice, the paper shape (Regular / Experiments-&-Analysis / Vision), the…
Use to understand how Public Opinion Quarterly (POQ) evaluates a manuscript — double-blind review via ScholarOne Manuscripts, typically two to three referees, the…
Use when responding to reviewer reports for a 《财贸经济》 R&R. Produces the point-by-point response letter and aligned manuscript edits. 本技能服务于《财贸经济》(Finance & Trade Economics, CTE)。
Use when reasoning about how WACV decides a paper, covering the two-round model, the Round 1 Accept / Revise-and-Resubmit / Reject recommendations, the optional Round 1 rebuttal,…
Use to frame the contribution of a Journal of International Economics (JIE) manuscript so it clears the journal's gate that work be original in its motivation or modelling…
Use when reasoning about how an EDBT research submission is evaluated, covering Microsoft CMT reviewing, the author-feedback phase, the accept / revise / reject decision, the…
Use when targeting The Journal of Modern History or deciding whether a modern-European history manuscript fits this venue.
Use when positioning an ACM SIGMETRICS submission against the performance-evaluation literature across SIGMETRICS/POMACS, Performance Evaluation, QUESTA, TON, and the…
Use when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw…
Use when deciding what evidence objects a STOC (ACM Symposium on Theory of Computing) paper must ship, given that STOC runs no artifact-evaluation track — the durable artifact is…
Use when preparing a Journal of Operations Management (JOM) submission for the Wiley Research Exchange (ReX) portal — Department routing, the prescriptive cover-letter…
Use when targeting the Journal of the Mechanics and Physics of Solids (JMPS) or deciding whether a fundamental solid-mechanics manuscript fits this venue.
Use when deciding whether a cognition project fits Cognitive Psychology (Elsevier) and what contribution shape to target.
Use when drafting or polishing a Conservation Biology manuscript so it reads accessibly for a broad conservation audience, follows the journal Style Guide, and fits the per-type…