thedixitjain

@thedixitjain source repo

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2 repo stars
2 weeks ago last updated

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Emnlp Supplementary · thedixitjain
Use when dividing an EMNLP paper between content pages, uncounted Limitations and ethics sections, appendices, and ACL Rolling Review supplementary uploads — deciding what reviewers are owed in the body, what belongs in appendix prompts-and-tables territory, and what ships as anonymous code and data archives.

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Gh Address Comments · thedixitjain bundle
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.

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Mlsys Experiments · thedixitjain
Use when designing or auditing the evaluation of an MLSys paper, selecting representative workloads and hardware, tuning baselines symmetrically, reporting throughput, latency tails, memory, cost, and quality together, structuring ablations that attribute gains to mechanisms, and building scaling and sensitivity evidence reviewers trust.

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Aamas Submission · thedixitjain
Use when auditing an AAMAS main-track submission for OpenReview readiness, the 8-page-plus-references limit, the full-paper versus 2-page extended-abstract choice, double-blind anonymity, the supplementary zip cap, track fit across the AAAI/JAAMAS/Blue Sky tracks, dual-submission rules, and desk-reject triggers before upload.

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Acl Camera Ready · thedixitjain
Use when preparing an accepted ACL main-conference or Findings paper for camera-ready, covering the extra content page, de-anonymization and acknowledgements, AI-assistance disclosure, keeping the Limitations section, ACL Anthology metadata and CC BY 4.0 publication, meta-review-driven edits, and presentation-mode logistics.

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Acl Related Work · thedixitjain
Use when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era preprints, prior-cycle ARR resubmission overlap, anonymity-preserving self-citation, and the fast-moving baseline problem in computational linguistics.

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Acr Implications · thedixitjain
Use when writing the contribution and implications section for a 《会计研究》 (Accounting Research) manuscript — articulating both the accounting-theory contribution (role of accounting information) and concrete implications for standard-setters, regulators, and audit/reporting practice. Use after results and tables are final.

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Acta Mathematica · thedixitjain
Use when targeting Acta Mathematica (Acta Math.) or deciding whether a pure-mathematics manuscript meets the bar of one of the most selective journals in the field. Encodes the journal's fit, framing, proof-and-rigor bar, house style, official-submission re-check, and desk-reject heuristics.

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Aes Related Work · thedixitjain
在为《电子学报》(Acta Electronica Sinica, AES) 稿件撰写相关工作与文献综述时调用。覆盖如何界定领域范围、系统检索中外文献(CNKI/万方/IEEE/dblp)、按技术脉络而非流水账组织综述、突出与本文的区别与本文创新点、恰当引用本刊及英文姊妹刊 Chinese Journal of Electronics 的相关论文、GB/T 7714 引用规范、以及双盲阶段自引匿名化。帮助电子/信息/信号处理方向作者写出既显示学科视野、又清晰定位本文贡献的相关工作章节，避免因综述薄弱或漏引关键文献被外审质疑创新性。

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Aistats Workflow · thedixitjain
Use when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion, decision, camera-ready, PMLR publication, registration, presentation, and artifact release, with backward-planning offsets for theory-plus-experiments papers.

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Ase Related Work · thedixitjain
Use when writing the related-work and positioning of an ASE (IEEE/ACM Automated Software Engineering) paper, covering the automated-SE literature lanes, delta-first positioning against prior tools/techniques, fair head-to-head framing, and double-anonymous self-citation.

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Atc Related Work · thedixitjain
Use when writing or auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — covering the systems literature lanes, positioning against OSDI/SOSP/NSDI/EuroSys/FAST, writing delta-first comparisons, and keeping self-citation double-blind.

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Cancer Discovery · thedixitjain
Use when targeting Cancer Discovery (AACR) or deciding whether a cancer biology or translational oncology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Chi Related Work · thedixitjain
Use when building the related-work section of an ACM CHI paper — covering the HCI venue family and the non-CS disciplines CHI draws on, positioning against the last few CHI cycles, keeping self-citation anonymous — in a venue where insufficient contextualization is the top assisted desk-reject ground.

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Cjc Camera Ready · thedixitjain
在稿件被《计算机学报》(Chinese Journal of Computers, CJC) 录用后处理定稿、校样与清样时调用。覆盖录用后的版权协议与著作权转让、按官方模板做最终排版、中英文摘要与作者简介的定稿核对、中图分类号与 DOI/基金信息的完善、参考文献 GB/T 7714 最终校订、校样(proof)阶段的勘误纪律与仅限编辑性改动的原则，以及版面费缴纳与出版排期确认。适用于把一篇已录用的计算机全学科中文长文安全送到正式出版的场景。

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Cjc Related Work · thedixitjain
在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的长文撰写相关工作与文献综述时调用。覆盖综合性期刊读者跨学科的特点下如何组织文献脉络、如何写"delta 优先"的定位段把本文与已有工作的差异讲清、如何兼顾国内外文献与经典—前沿的平衡、如何规范引用(GB/T 7714 与中文文献中英文对照)、如何避免过度自引与堆引、以及综述型稿件与研究论文中相关工作的不同写法。适用于让计算机全学科中文原创研究在三审中清晰确立创新性与学术坐标的场景。

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Clinical Reports · thedixitjain bundle
Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and verified source-fact manifests; every output requires qualified review.

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Colt Experiments · thedixitjain
Use when deciding whether a COLT (Conference on Learning Theory) paper needs numerical content at all — COLT has no experiments requirement — and, when numerics genuinely help, designing small illustrative simulations that visualize a proved bound, a separation, or a phase transition without diluting the theory.

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Commres Rebuttal · thedixitjain
Use when revising a Communication Research (CR) manuscript after a revise-and-resubmit. CR requires two independent reviews to advance, so the hard problem is satisfying two quantitatively demanding referees — often on measurement, mediation, and confounds — inside the 45-page limit. Plans the revision and response memo; it does not fabricate new results.

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Commres Workflow · thedixitjain
Use as the entry point for any Communication Research (CR) manuscript. Routes to the right CR sub-skill based on lifecycle stage and study type (experiment, survey/panel, or content analysis). It dispatches; it does not draft content.

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Critical Inquiry · thedixitjain
Use when targeting Critical Inquiry or deciding whether a theoretical or interdisciplinary critical-humanities manuscript fits this venue. Encodes the journal's high-theory fit, the agenda-setting argument bar, conceptual-stakes and cross-disciplinary expectations, house style and double-blind norms, official-submission re-check, and desk-reject heuristics.

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Cscw Experiments · thedixitjain
Use when designing or auditing the empirical work behind a CSCW paper — interview and ethnographic rigor, trace and log analysis, surveys, deployments, and mixed methods — matching each method's own validity standard and the ethics of studying real communities.

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Csj Camera Ready · thedixitjain
在《计算机科学》(Computer Science, JSJKX) 稿件录用后做定稿、校样(清样)与出版排期时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)，见刊周期约 13 个月(待核实)。技能覆盖录用后的清稿定稿、中英文摘要与关键词终校、参考文献 GB/T 7714 与图表终检、版面费缴纳(第一作者 CCF 会员 8.5 折)、著作权与版权协议、校样核对与勘误、出版与排期沟通。适用于把录用稿打磨成可付印终稿、避免校样阶段出错的场景。

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Csj Related Work · thedixitjain
在为《计算机科学》(Computer Science, JSJKX) 撰写相关工作章节或组织文献综述时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)，覆盖面广且综述活跃、鼓励综述投稿。技能帮助以 delta(增量) 优先的方式组织相关工作、确立创新性，并针对本刊的综述型稿件给出分类框架、批判性比较与趋势展望的写法；同时规范中外文献引用与 GB/T 7714 著录。适用于研究长文的相关工作章节，以及面向本刊专题/综述栏目的综述稿组织的场景。

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Dac Related Work · thedixitjain
Use when writing or auditing the related-work and positioning of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript, covering the EDA literature lanes (DAC/ICCAD/DATE/ASP-DAC/TCAD/TODAES), delta-first positioning against the strongest prior tool, honest benchmark-suite lineage, and third-person self-citation under double-blind review within the six-page budget.

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Ecj Theory Model · thedixitjain
Use when a The Economic Journal (EJ) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or the framework that gives a reduced-form empirical result its economic meaning. Builds and disciplines the economic argument; it does not run estimation (see ecj-identification).

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Economic Aspects · thedixitjain
Use when targeting 《经济纵横》(Economic Review Journal — 吉林省社会科学院/社科联主办的综合性经济理论月刊, 1985 年创刊, 不收版面费/审稿费) or deciding whether a Chinese econ/policy manuscript fits this venue. Encodes the journal's fit, framing, fee-free policy, abstract/keyword house style, official-submission re-check, and desk-reject heuristics.

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Economic Science · thedixitjain
Use when targeting 《经济科学》(Economic Science) or deciding whether a Chinese social-science/econ/management manuscript fits this journal. Applies the journal's fit, framing, method, house-style, official-submission-check, and desk-reject heuristics.

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Eer Theory Model · thedixitjain
Use when a European Economic Review (EER) manuscript needs a theoretical model built or tightened — a pure-theory result, a quantitative/structural macro model, or a conceptual frame disciplining an empirical paper. Sharpens the model's contribution, assumptions, and link to data; it does not run the empirical identification or robustness.

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Er Heterogeneity · thedixitjain
Use when designing or writing the heterogeneity section of an 《经济研究》 (Economic Research Journal) manuscript — choosing which dimensions to cut, justifying each cut theoretically, presenting subsample results with coefficient-difference tests, and wiring at least one dimension back to the mechanism story so heterogeneity doubles as mechanism evidence. 使用时机：主结果已稳健但只切了"东中西"一类单一维度、审稿人要求补做异质性、或切分维度缺乏理论指引时。

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Er Reviewer Lens · thedixitjain
Use when self-auditing a 《经济研究》 manuscript before submission against the high-frequency, structural reviewer criticisms recurrent at this journal.

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Est Cover Letter · thedixitjain
Use when writing the cover letter and editor-facing metadata for an Environmental Science & Technology (ES&T) submission. ES&T editors desk-screen heavily, so the cover letter must make the environmental significance and fit obvious, name the article type, and supply suggested reviewers. It drafts the letter and metadata; it does not contact editors.

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Est Study Design · thedixitjain
Use when designing experiments, sampling campaigns, or modeling studies for Environmental Science & Technology (ES&T) so the design survives expert review — environmental relevance, controls, replication, mass/energy balances, and a QA/QC plan built in from the start. It guides design decisions; it does not run the study.

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European Urology · thedixitjain
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.

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Fcr Cover Letter · thedixitjain
Use when writing the cover letter for a Field Crops Research (FCR) submission to the Editors-in-Chief. The letter must establish scope fit (field-based, multi-season/-environment, a field crop, generally significant), state the novel contribution and article type, and confirm originality and data availability. Drafts the letter; it does not contact editors or invent claims.

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Fse Camera Ready · thedixitjain
Use when preparing an accepted ESEC/FSE paper for its PACMSE camera-ready, covering de-anonymization, the ACM Primary Article Template and PACMSE journal metadata (DOI, ORCID, CCS concepts), integrating reviewer-required changes without scope creep, permanentizing the Data Availability links, and the ACM artifact-badge handoff.

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Gastroenterology · thedixitjain
Use when targeting Gastroenterology (AGA) or deciding whether a GI/hepatology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Hri Related Work · thedixitjain
Use when writing or auditing the related-work and positioning of an ACM/IEEE HRI full paper — covering HRI's crossing literatures (robotics, HCI, psychology, design), writing a delta-first argument that credits each community, and keeping self-citation compatible with double-blind review.

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Icsme Submission · thedixitjain
Use when auditing an IEEE ICSME research-track submission for EasyChair readiness, covering the abstract-then-paper two-step deadline, the IEEEtran two-column 10+2 page budget, double-anonymous review, the open-science data-availability expectation, and desk-reject triage before the AoE cutoff.

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Ijcai Submission · thedixitjain
Use when auditing an IJCAI or IJCAI-ECAI main-track submission for Chairing Tool readiness, abstract and author-information deadlines, page limits, double-blind anonymity, supplementary files, reproducibility, resubmission information, author limits, dual-submission policy, and LLM-use policy.

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Infocom Workflow · thedixitjain
Use when planning an IEEE INFOCOM project timeline from venue fit through the two-step EDAS abstract-then-paper registration, the early-reject checkpoint, the December notification, the IEEE Xplore camera-ready with PDF eXpress and eCF, and presentation, with backward-planning offsets for a networking paper and honest handling of the single-summer deadline.

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Issta Submission · thedixitjain
Use when auditing an ISSTA submission for HotCRP readiness, the 18-page (excluding references) limit, ACM sigconf plus review and anonymous formatting, double-anonymous integrity, the January deadline, artifact intent, track choice among research/experience/replicability, and desk-reject triggers before the phase-one upload.

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Jcrd Experiments · thedixitjain
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件设计与呈现实验时调用。覆盖研究问题到证据的匹配、公开数据集与真实系统的选择、可信基线与公平对比、评价指标与统计显著性、消融与敏感性分析、真实平台的性能能效度量、大模型/挖掘类研究的防污染与来源钉死、以及图表与结果呈现规范。适用于把一份计算机学科的中文稿件的实验部分做到能经受本刊双盲外审审视、证据充分且可复现的场景。

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Jegeo Robustness · thedixitjain
Use when results for a Journal of Economic Geography (JEG) manuscript may be sensitive to spatial scale, the weight matrix, spatial autocorrelation, sample, or specification. Organizes robustness by spatial threat; it does not invent results.

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Jegeo Submission · thedixitjain bundle
Use when running the final pre-submission preflight for a Journal of Economic Geography (JEG) manuscript via OUP / ScholarOne — word and abstract limits, double-anonymous scrub, ORCID, keywords/JEL, and house style. Final checks; it does not draft content.

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Jhe Theory Model · thedixitjain
Use when a Journal of Health Economics (JHE) manuscript needs a model — insurance demand/selection, provider behavior under a payment rule, or a health-production/human-capital frame — to interpret estimates or run a counterfactual. Disciplines the conceptual frame; it does not establish identification (jhe-identification) or write prose.

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Jle Theory Model · thedixitjain
Use when a The Journal of Law and Economics (JLE) manuscript needs a model of the legal rule — deterrence, liability, contracting, or regulation — to interpret estimates, generate testable predictions, or carry a theory contribution in the Chicago price-theory tradition. Calibrates how much theory belongs and where; it does not design the identification (jle-identification).

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Jmgmt Submission · thedixitjain bundle
Use when running the final pre-submission preflight for the Journal of Management (JOM) via SAGE/ScholarOne — the 50-page limit, 15-word title, 250-word abstract, masked review, the anonymized data transparency table, APA 7th style, and required declarations. Final checks; it does not draft content.

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Jonc Experiments · thedixitjain
在为《通信学报》(Journal on Communications, JOC) 稿件设计与呈现实验、仿真或实测证据时调用。覆盖通信学科特有的链路级/系统级仿真、标准信道模型（AWGN/Rayleigh/多径/多普勒）、SNR-BER 与容量/吞吐/时延曲线、蒙特卡洛置信区间、公平基线选取与消融实验、网络协议仿真（NS-3/OMNeT++）与信息安全实验（威胁模型下的安全性证明与开销量化），指导用研究问题 RQ 驱动实验、保证统计严谨与可复现，帮助把证据做到能经受本刊外审对实验充分性、公平性与统计显著性的质疑，适用于物理层、网络、安全、信号处理各方向的通信中文长文。

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Jos Camera Ready · thedixitjain
当你的稿件被《软件学报》(Journal of Software, JOS) 录用、需要完成定稿、校样与清样并交付出版时使用。覆盖录用后按 2021 版模板的最终排版、中英文摘要与关键词的终校、参考文献 GB/T 7714 复核、图表清晰度与版权、作者与基金信息核对、校样阶段的勘误纪律、以及版面费与版权协议等事务，帮助你把《软件学报》(Journal of Software) 的录用稿干净地送进出版流程。

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Jos Related Work · thedixitjain
当你要为投向《软件学报》(Journal of Software, JOS) 的稿件撰写相关工作或文献综述、并需要把自己的增量讲清楚时使用。覆盖软件学科文献分线（软件工程/系统软件/程序设计语言/数据库/网络与分布式/安全）、以"差异优先"方式定位增量、中英文文献的均衡引用、避免遗漏本刊近期相关论文、以及综述类文章的分类框架构建，帮助你在《软件学报》(Journal of Software) 审稿人面前把"与已有工作的区别"论证到位。

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Jpart Submission · thedixitjain bundle
Use when running the final pre-submission preflight for the Journal of Public Administration Research and Theory (JPART) via Editorial Express — word/format limits, double-blind anonymization, OUP author-date style, keywords, Data Availability Statement, and declarations. Final checks; it does not draft content.

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Jpe Theory Model · thedixitjain
Use when a Journal of Political Economy (JPE) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or the framework that gives a reduced-form empirical result its economic meaning. Builds and disciplines the economic argument; it does not run estimation (see jpe-identification).

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Jpube Submission · thedixitjain
Use when running the final pre-submission preflight for the Journal of Public Economics (JPubE) via Editorial Manager — the US$165 submission fee (US$82.50 student / waived on transfer), single-anonymized review, 250-word abstract, author-date references, editable source files, SSRN option, and AI disclosure. Final checks; it does not draft content.

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Jqte Measurement · thedixitjain
Use when the contribution of a 《数量经济技术经济研究》 (JQTE) manuscript is productivity / efficiency / index measurement — TFP, Malmquist, DEA, SFA, technical-progress decomposition, or index construction. Enforces transparent, reproducible construction plus sensitivity to method and parameter choices. This is the centerpiece skill for the journal's measurement track.

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Jqte Sensitivity · thedixitjain
Use to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice, parameter / specification, data caliber, and sample window, rather than the placebo / parallel-trends battery of a causal paper. Use after the main estimates exist.

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Jru Theory Model · thedixitjain
Use when the decision-theoretic representation is the bottleneck for a Journal of Risk and Uncertainty (JRU) manuscript — axioms, functional form, and behavioral content for choice under risk or uncertainty. Strengthens the model; it does not invent evidence or citations.

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Jue Theory Model · thedixitjain
Use when a Journal of Urban Economics (JUE) manuscript needs a spatial model to interpret its mechanism — a spatial-equilibrium frame, a sorting model, or a quantitative spatial model (QSM) for counterfactuals. Builds the theory that disciplines the empirics; it does not establish the identification (jue-identification) or run robustness (jue-robustness).

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Management World · thedixitjain
Use when targeting 《管理世界》(Management World) or deciding whether a Chinese social-science/econ/management manuscript fits this journal. Applies the journal's fit, framing, method, house-style, official-submission-check, and desk-reject heuristics.

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Mgsci Submission · thedixitjain
Use when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload, double-anonymization, author-year house style, the $79 submission fee and waivers, the Data and Code Disclosure package and project-page URL, and conference-proceedings disclosure. It checks readiness to submit; it does not handle the post-decision response (mgsci-rebuttal).

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Micro Submission · thedixitjain
Use when auditing a MICRO submission before HotCRP upload — the 11-page-plus-references limit with no appendix allowed, EDT (not AoE) deadline arithmetic, the abstract-registration gate a week before the paper, minimum 9pt fonts, mandatory page numbers, all-author reference entries, and MICRO's visual-plus-automated format inspection.

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Mlsys Submission · thedixitjain
Use when auditing an MLSys submission for OpenReview readiness, covering the two-column 10-page body excluding references, the separate appendix upload, double-blind rules that still permit arXiv posting, research-versus-industrial track requirements, dual-submission exceptions, style-kit compliance, and desk-reject triage before the deadline.

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Molcell Citation · thedixitjain
Use to convert references to the current Cell Press numbered style used by Molecular Cell — superscript numbers in order of first appearance, a reference list numbered in that order, full author lists (no et al.), abbreviated journal names. This is NOT author-date; older Cell Press author-date manuscripts must be renumbered.

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Nature Astronomy · thedixitjain
Use when targeting Nature Astronomy (Nat Astron) or deciding whether an astronomy or astrophysics manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Nature Catalysis · thedixitjain
Use when targeting Nature Catalysis (Nat Catal) or deciding whether a catalysis manuscript fits this Springer Nature venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Nature Chemistry · thedixitjain
Use when targeting Nature Chemistry (Nat Chem) or deciding whether a chemistry manuscript fits this Springer Nature venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Nature Materials · thedixitjain
Use when targeting Nature Materials or deciding whether a materials science manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Nature Photonics · thedixitjain
Use when targeting Nature Photonics (Nat Photonics) or deciding whether an optics or photonics manuscript fits this high-impact, broad-significance Nature-family venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Nature Synthesis · thedixitjain
Use when targeting Nature Synthesis or deciding whether a chemical or materials synthesis manuscript fits this methodology-focused, high-impact venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Pacific Graphics · thedixitjain
Use when targeting Pacific Graphics (Pacific Graphics) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for computer graphics.

2 repo stars
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Past And Present · thedixitjain
Use when targeting Past & Present or deciding whether a social, economic, or cultural history manuscript fits this venue. Encodes the journal's fit, its problem-driven "big question" argument bar, primary-source and historiographical expectations, Chicago house style and double-blind norms, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Pods Experiments · thedixitjain
Use when designing or auditing the analytical "evidence" of an ACM PODS paper — worst-case and average-case analyses, matching upper and lower bounds, dichotomy completeness, correct complexity assumptions, and the occasional empirical validation when a theory paper claims practicality — matching the rigor to the shape of each theoretical claim.

2 repo stars
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Ppopp Submission · thedixitjain
Use when auditing a PPoPP research-paper submission for HotCRP readiness, covering the two-column acmart sigplan template, the 10-page text+figures budget with unlimited references, the 100-400 word abstract, double-blind anonymity for parallel-systems work, conflict declaration against the PC and External Review Committee, and desk-reject triage before the AoE cutoff.

2 repo stars
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Product Research · thedixitjain bundle
Use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. Never fabricates user insight; an insight requires recurrence across independent participants. Distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live A/B) — this is the research-ops method + insight-repository layer.

2 repo stars
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Qje Theory Model · thedixitjain
Use when a Quarterly Journal of Economics (QJE) manuscript has a credible empirical result but no conceptual frame — to add the model or framework that turns a coefficient into a lesson with broad implications. Frames the result conceptually; it does not redesign the identification.

2 repo stars
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Rt Journal Match · thedixitjain
Use when an author asks "which journal should I send this to?" or needs the best resubmission target after a reject. Profiles the paper, shortlists candidate venues across 185+ packs, and ranks them into reach / match / safe with a resubmission ladder. Reads live venue facts from each pack's source-map; defers fit judgment to the venue's own topic-selection skill.

2 repo stars
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Sci Cover Letter · thedixitjain
Use when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review.

2 repo stars
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Science Advances · thedixitjain
Use when targeting Science Advances (Sci Adv) or deciding whether a multidisciplinary open-access manuscript fits this AAAS venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Science Robotics · thedixitjain
Use when targeting Science Robotics (Sci Robot) or deciding whether a robotics manuscript fits this AAAS venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Sigir Submission · thedixitjain
Use when auditing a SIGIR full or short paper before the deadline — the 9-page vs 4-page budgets with appendices counted inside, ACM sigconf anonymization, per-track OpenReview groups, the PC-member nomination duty, cross-track double-submission bans, AI-use disclosure, and desk-reject triage for the ACM SIGIR conference.

2 repo stars
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Soda Experiments · thedixitjain
Use when deciding whether and how experiments belong in a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA's scope includes experimental validation but theorems carry the decision, so this skill designs supporting numerics honestly and routes implementation-led work to co-located ALENEX or to SEA.

2 repo stars
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Tacas Submission · thedixitjain
Use when auditing a TACAS (ETAPS) submission for EasyChair readiness, covering the choice among the four paper categories (research, case-study, regular tool, tool-demonstration), the correct LNCS page limit and llncs.cls format, the per-category blind mode (double-blind research vs single-blind tool/case-study), the mandatory tool-paper artifact deadline, and desk-reject triage before the firm ETAPS deadline.

2 repo stars
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The Art Bulletin · thedixitjain
Use when targeting The Art Bulletin or deciding whether an art-history manuscript fits this venue. Encodes the journal's fit as the CAA generalist flagship across all periods and regions, the original-argument and close-visual-analysis bar, primary-source command, Chicago house style, image-rights expectations, official-submission re-check, and desk-reject heuristics.

2 repo stars
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The Embo Journal · thedixitjain
Use when targeting The EMBO Journal (EMBO J) or deciding whether a mechanistic molecular biology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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The Isme Journal · thedixitjain
Use when targeting The ISME Journal (ISME J) or deciding whether a microbial-ecology manuscript fits this flagship community-and-function venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

2 repo stars
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Uai Camera Ready · thedixitjain
Use when converting an accepted UAI paper into its PMLR proceedings version, covering de-anonymization, final formatting against the UAI template, metadata for the PMLR volume, restoring public code and data links, poster and spotlight preparation for the conference, and sequencing work back from the camera-ready deadline.

2 repo stars
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Uai Related Work · thedixitjain
Use when positioning a UAI submission within the probabilistic reasoning, graphical-model, causality, and Bayesian ML literature, covering PMLR archival status of recent UAI volumes, double-blind self-citation discipline, concurrent arXiv and workshop versions, and the cross-community citation coverage UAI reviewers check first.

2 repo stars
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Vis Camera Ready · thedixitjain
Use when preparing an accepted IEEE VIS paper for its IEEE TVCG camera-ready, covering de-anonymization, the VGTC/TVCG template and journal metadata (DOI, ORCID, IEEE keywords/index terms), integrating the second-round required changes without scope creep, permanentizing open-materials links, the Open Practices disclosure form, and the Graphics Replicability Stamp handoff.

2 repo stars
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Webconf Workflow · thedixitjain
Use when planning a team's calendar around the Web Conference (WWW) annual cycle — the autumn abstract/paper deadlines, the holiday-week rebuttal, January decisions, the short-paper and Web4Good fallback windows inside the same edition, venue-volatility contingencies, and rerouting after rejection.

2 repo stars
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Ceq Modern Did · thedixitjain
Use when a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript uses difference-in-differences with staggered adoption or heterogeneous treatment effects — to bring it into compliance with modern estimators (Callaway–Sant'Anna, de Chaisemartin–D'Haultfœuille, Sun–Abraham) instead of bare two-way fixed effects. Bare TWFE on staggered timing is a near-certain reject at CEQ.

2 repo stars
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Flowhunt Skill · thedixitjain
Automation discovery audit skill. Walks through a 5-question workflow intake, then audits Gmail/Calendar/Slack/task trackers to identify automation opportunities. Use when a user wants to discover what processes in their business can be automated.

2 repo stars
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Gdpr Compliant · thedixitjain bundle
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as "is this GDPR-compliant?". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35.

2 repo stars
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Github Archive · thedixitjain
Investigate GitHub security incidents using tamper-proof GitHub Archive data via BigQuery. Use when verifying repository activity claims, recovering deleted PRs/branches/tags/repos, attributing actions to actors, or reconstructing attack timelines. Provides immutable forensic evidence of all public GitHub events since 2011.

2 repo stars
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Ier Robustness · thedixitjain
Use when an International Economic Review (IER) result may be sensitive to specification, sample, functional form, calibration, or inference choices. Organizes robustness by threat to the load-bearing assumption; it does not run the regressions.

2 repo stars
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Intl Expansion · thedixitjain bundle
International market expansion strategy. Market selection, entry modes, localization, regulatory compliance, and go-to-market by region. Use when expanding to new countries, evaluating international markets, planning localization, or building regional teams.

2 repo stars
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Pci Compliance · thedixitjain
Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data.

2 repo stars
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Plugin Auditor · thedixitjain bundle
'Audit automatically audits AI assistant code plugins for security vulnerabilities, best practices, AI assistant.md compliance, and quality standards when user mentions audit plugin, security review, or best practices check. specific to AI assistant-code-plugins repositor... Use when assessing security or running audits. Trigger with phrases like ''security scan'', ''audit'', or ''vulnerability''. '

2 repo stars
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Privacy Policy · thedixitjain
Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review. Use when creating a privacy policy, updating data protection documentation, or preparing for compliance.

2 repo stars
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Red Team Tools · thedixitjain
Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces.

2 repo stars
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Rss Submission · thedixitjain
Use when auditing an RSS (Robotics: Science and Systems) submission for OpenReview readiness — the abstract/paper/supplement deadline cascade, the 8-page-excluding-references ceiling, double-blind compliance, PDF self-containment, the no-links-until-camera-ready rule, and dual-submission exposure.

2 repo stars

10,417 published skills · page 80 of 105