thedixitjain
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- ▌ General Counsel Advisor · thedixitjain bundleGeneral Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and regulatory landscape mapping. Use when reviewing any contract or term sheet, deciding when to engage outside counsel, defining IP strategy, evaluating regulatory exposure (HIPAA, GDPR, FDA, fintech), or when user mentions general counsel, GC, legal review, contract risk, term sheet, IP assignment, or regulatory exposure. NOT a substitute for licensed counsel — surfaces questions to bring to qualified attorneys.
- ▌ Jibs Theory Development · thedixitjainUse when building the theoretical mechanism and deriving hypotheses for a Journal of International Business Studies (JIBS) manuscript — specifying cross-level (country/culture → firm/individual) logic, boundary conditions, and an explicit contribution to international-business theory. Builds the argument; it does not test it (jibs-data-analysis) or pick the design (jibs-methods).
- ▌ Mathfin Topic Selection · thedixitjainUse when choosing or sharpening a problem for Mathematical Finance (Wiley) — tests whether the question is a methodologically novel, rigorously tractable contribution to financial modelling (stochastic analysis, pricing, risk, portfolio, microstructure) rather than a routine computational application to data.
- ▌ Notification Dispatcher · thedixitjain'Manage notification dispatcher operations. Auto-activating skill for Business Automation. Triggers on: notification dispatcher, notification dispatcher Part of the Business Automation skill category. Use when working with notification dispatcher functionality. Trigger with phrases like "notification dispatcher", "notification dispatcher", "notification". '
- ▌ Aaai Artifact Evaluation · thedixitjainUse when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or immutable-supplement rules.
- ▌ Building Neural Networks · thedixitjain bundle'Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when the user requests the creation of a new neural network, modification of an existing one, or assistance... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose. '
- ▌ Cikm Artifact Evaluation · thedixitjainUse when packaging the code, datasets, knowledge graphs, prompts, and demo systems around a CIKM paper — choosing the artifact form per track (research, applied, resource, demo), meeting the resource track's reuse-and-documentation bar, and staging anonymous review artifacts into citable public releases.
- ▌ Colm Artifact Evaluation · thedixitjainUse when packaging the artifacts of a COLM paper — model weights, training data, prompts, evaluation sets, and cached model outputs — for anonymous review and public post-acceptance release, navigating licenses, API terms-of-service limits, and the absence of a formal COLM artifact track.
- ▌ Colt Artifact Evaluation · thedixitjainUse when deciding what evidence package a COLT (Conference on Learning Theory) paper needs, given that COLT runs no artifact-evaluation track or badges — the proof appendix is the artifact. Covers proof-verification passes, optional code companions for numerics, formalization aids, and post-acceptance release of scripts.
- ▌ Corl Artifact Evaluation · thedixitjainUse when packaging the artifacts of a CoRL paper — code, training configs, demonstration datasets, policy checkpoints, simulation environments, and benchmark definitions — as anonymous review-time evidence and as durable public releases after acceptance, in a venue with no formal artifact-badging track.
- ▌ Cscw Artifact Evaluation · thedixitjainUse when packaging what stands behind a CSCW paper — systems, analysis pipelines, codebooks, instruments, datasets from real communities — for review-time scrutiny and post-acceptance release, where community-data ethics constrain release more than any badge checklist.
- ▌ Cvpr Artifact Evaluation · thedixitjainUse when packaging code, models, datasets, or demo videos for a CVPR paper at either review time or release time, covering anonymous supplement packaging under the external-link ban, the dataset-release-by-camera-ready rule, model-weight and license decisions, and making a vision artifact runnable by a skeptical stranger.
- ▌ Detecting Data Anomalies · thedixitjain bundle'Process identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior. Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns". '
- ▌ Eacl Artifact Evaluation · thedixitjainUse when packaging code, data, prompts, model outputs, and annotation materials for an EACL submission, first as an anonymized ACL Rolling Review supplement aligned with the Responsible NLP checklist, then as a public post-acceptance ACL Anthology release, with attention to licensing, dataset documentation, and reproduction instructions.
- ▌ Ecai Artifact Evaluation · thedixitjainUse when planning the reproducibility/artifact story for an ECAI paper — noting that ECAI/FAIA has NO ACM/IEEE-style artifact-badging committee, so credibility is carried by the paper and its supplement and judged by the same reviewers, and adapting an ML-style reproducibility package (or a complete proof appendix for theory work) to that reality.
- ▌ Eccv Artifact Evaluation · thedixitjainUse when packaging code, models, and data around an ECCV paper — the anonymous review-time archive under the trailing supplement deadline, the do-not-cite-your-own-repo rule, and the June-to-September post-acceptance runway for a public release aligned with the ECVA and Springer copies of the paper.
- ▌ Edbt Artifact Evaluation · thedixitjainUse when preparing an EDBT database-systems artifact and reproducibility package, covering what evaluators check first for systems papers, a turnkey run path, pinned workloads and environments, DOI-issuing archival for the open-access OpenProceedings record, and the higher stakes for Experiments & Analysis papers.
- ▌ Fast Artifact Evaluation · thedixitjainUse when packaging a USENIX FAST artifact for the USENIX Artifact Evaluation scheme (Artifacts Available, Artifacts Functional, Results Reproduced), covering what a storage AEC checks first, DOI-issuing archives, the artifact appendix, and the special challenges of storage artifacts that need specific devices, large traces, or long endurance runs on the separate post-acceptance timeline.
- ▌ Focs Artifact Evaluation · thedixitjainUse when planning the durable evidence objects around a FOCS (IEEE Symposium on Foundations of Computer Science) paper — a venue with no artifact track where the public arXiv/ECCC full version is the artifact of record, plus proof certificates, checker code, and the IEEE Xplore version's supporting role.
- ▌ Gradient Clipping Helper · thedixitjain'Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Triggers on: gradient clipping helper, gradient clipping helper Part of the ML Training skill category. Use when working with gradient clipping helper functionality. Trigger with phrases like "gradient clipping helper", "gradient helper", "gradient". '
- ▌ Iccv Artifact Evaluation · thedixitjainUse when packaging code, models, or data for an ICCV paper at review or release time, covering anonymous in-archive code under the do-not-cite-your-repo rule, the June-to-October release runway after acceptance, weight and license decisions in a field whose landmark releases became infrastructure, and reuse-grade packaging.
- ▌ Icde Artifact Evaluation · thedixitjainUse when packaging IEEE ICDE code, data, workload generators, and logs as supplemental material whose availability reviewers score, and for any post-acceptance reproducibility or badge process the edition runs. Covers what a builder-heavy committee inspects first, making a data-systems benchmark turnkey, and single-blind packaging.
- ▌ Icdm Artifact Evaluation · thedixitjainUse when packaging code, data, and logs for an ICDM (IEEE International Conference on Data Mining) paper - building the anonymized, history-scrubbed repository that the PDF must cite for a triple-blind Research Track submission, how the single-blind Applied Track changes what may be revealed, and the smoke checks that make an ICDM artifact reviewer-usable.
- ▌ Icdt Artifact Evaluation · thedixitjainUse when preparing the "artifact" of an ICDT (International Conference on Database Theory) paper, which at a pure-theory venue is the complete-proofs full version rather than a code package — covering why ICDT has no ACM-style artifact-badging or code-artifact track, what the marked appendix and the archived arXiv full version must contain, and (only for the rare algorithmic paper) how any code should be handled.
- ▌ Iclr Artifact Evaluation · thedixitjainUse when packaging ICLR code, data, checkpoints, demos, logs, and reproduction instructions for reviewers or post-acceptance release, including anonymized links and private OpenReview discussion-period sharing. Use when a reviewer asks for a missing repro path, when a public comment questions whether claims can be verified, or when converting an anonymous supplement into a durable post-acceptance release for the permanent ICLR record.
- ▌ Icml Artifact Evaluation · thedixitjainUse when packaging ICML artifacts - code, data, model weights, simulators, benchmarks, proof scripts, notebooks, anonymous repositories, and supplementary code/data ZIPs - for both the double-blind review package and the public release that accompanies accepted PMLR papers. Use when checking anonymity, decision relevance, licensing, and the OpenReview code URL field under current ICML rules.
- ▌ Icra Artifact Evaluation · thedixitjainUse when packaging the artifacts behind an ICRA paper — ROS packages, controllers, simulation environments, trained policies, CAD and PCB files, datasets, and trial logs — into something a robotics reviewer or reader can actually run or audit, given that ICRA has no formal artifact-badging track to certify it for you.
- ▌ Icse Artifact Evaluation · thedixitjainUse when preparing an artifact for the ICSE Artifact Evaluation track after paper acceptance, covering the ACM badge system (Available, Reusable, Results Reproduced/Replicated), evaluator-proof packaging, archival requirements, open licensing, and the January-window timeline anchored to recent cycles.
- ▌ Ipsn Artifact Evaluation · thedixitjainUse when packaging an IPSN-lineage artifact for the ACM badges and the IPSN Best Research Artifact Award, covering hardware-plus-software artifacts (firmware, board files, datasets), what sensor-systems evaluators check first, DOI-issuing archives, evaluator-proof documentation for a physical system, and the separate post-acceptance timing.
- ▌ Iros Artifact Evaluation · thedixitjainUse when packaging IROS evidence for a skeptical reviewer even though IROS runs no formal artifact track — the robotics artifact stack of hardware ledger, logs, configs, code, and data, what an embodied-systems reviewer opens first, review-time anonymity versus acceptance-time public release, and making a claim auditable not asserted.
- ▌ Isca Artifact Evaluation · thedixitjainUse when preparing an accepted ISCA paper's artifact for evaluation under the ACM Review and Badging policy — scoping which results are reproducible within evaluator budgets, packaging simulator-heavy workflows others can run, writing the evaluator-facing appendix, and earning badges that print on the paper.
- ▌ Itcs Artifact Evaluation · thedixitjainUse to adapt the idea of an "artifact" to a pure-theory venue — at ITCS there is no artifact-evaluation track, no code, and no badges; the analogue is making every claim independently verifiable through complete proofs in the submitted PDF and a matching public full version, plus checkable finite objects for any computational content.
- ▌ Jama Structured Abstract · thedixitjainUse when writing or auditing the JAMA structured abstract and the Key Points box for a JAMA manuscript. Enforces the exact JAMA heading set and quantified results; it does NOT design the study or run statistics.
- ▌ Jonc Artifact Evaluation · thedixitjain在处理《通信学报》(Journal on Communications, JOC) 稿件的代码与数据可用性问题时调用。讲清本刊作为中文通信期刊目前没有独立于正文评审的"制品/工件徽章"(artifact badge) 制度这一现状,指导在没有正式制品评审的前提下,如何通过开放代码/数据/复现包、规范数据可用性声明、匿名评审仓库、仿真参数与信道实现公开等方式,主动提升通信实验的可信度与可复现性,帮助作者把可用性材料组织到既符合本刊三审制评审关注点、又不误称本刊有官方徽章制度的程度,适用于物理层、网络、安全与信号处理方向的中文长文。
- ▌ Clickup CI Integration · thedixitjain'Set up CI/CD pipelines for ClickUp API integrations with GitHub Actions, automated testing, and task status sync. Trigger: "clickup CI", "clickup GitHub Actions", "clickup automated tests", "CI clickup integration", "clickup pipeline", "clickup CI/CD". '
- ▌ Cursor Git Integration · thedixitjain bundle'Integrate Git workflows with Cursor IDE: AI commit messages, @Git context, diff review, and conflict resolution. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch", "@Git". '
- ▌ Cursor Sso Integration · thedixitjain bundle'Configure SAML 2.0 and OIDC SSO for Cursor with Okta, Microsoft Entra ID, and Google Workspace. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta", "cursor entra", "cursor scim". '
- ▌ Engage Sdk Integration · thedixitjain bundleHelps developers integrate, debug, and resolve Play Engage SDK implementation issues. Use when adding Engage SDK support, generating publishing code, mapping data classes to entities, or fixing SDK-related errors.
- ▌ Exa Deploy Integration · thedixitjain'Deploy Exa integrations to Vercel, Docker, and Cloud Run platforms. Use when deploying Exa-powered applications to production, configuring platform-specific secrets, or building search API endpoints. Trigger with phrases like "deploy exa", "exa Vercel", "exa production deploy", "exa Cloud Run", "exa Docker". '
- ▌ Google Maps Automation · thedixitjainAutomate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details. Always search tools first for current schemas.
- ▌ Googletasks Automation · thedixitjainAutomate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists. Always search tools first for current schemas.
- ▌ Labarchive Integration · thedixitjain bundleSecurely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified LabArchives integration workflows.
- ▌ N8n Node Configuration · thedixitjain bundleOperation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.
- ▌ N8n Workflow Generator · thedixitjain'Generate n8n workflow generator operations. Auto-activating skill for Business Automation. Triggers on: n8n workflow generator, n8n workflow generator Part of the Business Automation skill category. Use when working with n8n workflow generator functionality. Trigger with phrases like "n8n workflow generator", "n8n generator", "n8n". '
- ▌ OAUTH Callback Handler · thedixitjain'Manage oauth callback handler operations. Auto-activating skill for API Integration. Triggers on: oauth callback handler, oauth callback handler Part of the API Integration skill category. Use when working with oauth callback handler functionality. Trigger with phrases like "oauth callback handler", "oauth handler", "oauth". '
- ▌ Protect MCP Governance · thedixitjainAgent governance skill for MCP tool calls — Cedar policy authoring, shadow-to-enforce rollout, and Ed25519 receipt verification.
- ▌ Ringcentral Automation · thedixitjainRingCentral automation via Rube MCP -- toolkit not currently available in Composio; no RING_CENTRAL_ tools found
- ▌ Share Point Automation · thedixitjainAutomate SharePoint tasks via Rube MCP (Composio): document libraries, sites, lists, and content management. Always search tools first for current schemas.
- ▌ Deepgram Core Workflow A · thedixitjain bundle'Implement production pre-recorded speech-to-text with Deepgram. Use when building audio transcription, batch processing, or implementing diarization and intelligence features. Trigger: "deepgram transcription", "speech to text", "transcribe audio", "batch transcription", "deepgram nova", "diarize audio". '
- ▌ Interspeech Camera Ready · thedixitjainUse when an INTERSPEECH paper is accepted and the camera-ready, registration, and presentation chain begins — de-anonymizing for the ISCA Archive, restoring acknowledgments on the references page, meeting the author-registration requirement for proceedings inclusion, DOI metadata, and oral/poster preparation for the conference week.
- ▌ Android UI Verification · thedixitjain bundleAutomated end-to-end UI testing and verification on an Android Emulator using ADB.
- ▌ Apple Appstore Reviewer · thedixitjainServes as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.
- ▌ Excel Formula Generator · thedixitjain'Generate excel formula generator operations. Auto-activating skill for Business Automation. Triggers on: excel formula generator, excel formula generator Part of the Business Automation skill category. Use when working with excel formula generator functionality. Trigger with phrases like "excel formula generator", "excel generator", "excel". '
- ▌ Excel Variance Analyzer · thedixitjain bundle'Analyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences. Trigger with phrases like ''excel variance'', ''analyze budget variance'', ''actual vs budget''. '
- ▌ Googlesheets Automation · thedixitjainAutomate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
- ▌ Kotlin Coroutines Flows · thedixitjainAndroid および KMP 向けの Kotlin コルーチンと Flow パターン — 構造化並行性、Flow オペレーター、StateFlow、エラーハンドリング、テスト。
- ▌ Kotlin Exposed Patterns · thedixitjainJetBrains Exposed ORM パターン(DSL クエリ、DAO パターン、トランザクション、HikariCP 接続プーリング、Flyway マイグレーション、リポジトリパターンを含む)。
- ▌ Macos Menubar Tuist App · thedixitjain bundleBuild, refactor, or review SwiftUI macOS menubar apps that use Tuist.
- ▌ Macos Spm App Packaging · thedixitjain bundleScaffold, build, sign, and package SwiftPM macOS apps without Xcode projects.
- ▌ Swift Actor Persistence · thedixitjainThread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
- ▌ Add Educational Comments · thedixitjainAdd educational comments to the file specified, or prompt asking for file to comment if one is not provided.
- ▌ Cohere Core Workflow A · thedixitjain'Build a complete RAG pipeline with Cohere Chat, Embed, and Rerank. Use when implementing retrieval-augmented generation, building grounded Q&A systems, or combining search with LLM generation. Trigger with phrases like "cohere RAG", "cohere retrieval", "cohere grounded generation", "cohere search and answer". '
- ▌ Detecting Memory Leaks · thedixitjain bundleDetect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or identifying leak sources. Trigger with phrases like "detect memory leaks", "analyze memory usage", or "find memory issues".
- ▌ Memory Safety Patterns · thedixitjain bundleCross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.
- ▌ Qdrant Model Migration · thedixitjainGuides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.
- ▌ Qdrant Version Upgrade · thedixitjainGuidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
- ▌ Aamas Author Response · thedixitjainUse when drafting an AAMAS rebuttal to preliminary OpenReview reviews, covering the double-blind constraint, the no-new-results and no-revised-paper norms, how to answer game-theory, MARL, and systems reviewers at once, and how to give the area chair a clean acceptance rationale within a short response window.
- ▌ Aamas Reproducibility · thedixitjainUse when strengthening AAMAS reproducibility evidence for interaction claims, including proofs and game definitions, opponent and population sets, self-play protocols, random seeds, compute, uncertainty on strategic outcomes, baselines, and consistency between what the paper claims about agents and what the artifact can actually show.
- ▌ Aamas Topic Selection · thedixitjainUse when deciding whether a project is a strong AAMAS fit, comparing AAMAS with AAAI, IJCAI, NeurIPS, ICML, EC, and the JAAMAS journal, identifying whether the agents are truly the research object, naming the interaction primitive (solution concept, mechanism, coordination, negotiation), and sharpening the multiagent framing before writing begins.
- ▌ Acmmm Reproducibility · thedixitjainUse when strengthening the reproducibility of an ACM MM (ACM Multimedia) paper or preparing for the ACM MM Reproducibility track and ACM artifact badging — capturing environments, media/data access, seeds, and multimodal pipelines so an independent reviewer can rebuild results and reach Artifacts Evaluated or Results Reproduced badges.
- ▌ Acmmm Topic Selection · thedixitjainUse when deciding whether a project is a genuine ACM MM (ACM Multimedia) contribution rather than single-modality work, choosing a thematic area, and routing between ACM MM, CVPR/ICCV, ACL/EMNLP, ICMR, MMSys, NeurIPS/ICLR, and the ACM TOMM journal by finding the cross-modal or media-systems core of the contribution.
- ▌ Acr Literature Review · thedixitjainUse when building or repairing the literature review for 《会计研究》 (Accounting Research) — entering the accounting research lineage (earnings quality, conservatism, audit quality, disclosure, value relevance) rather than piling recent Chinese empirical citations, and positioning the gap as an accounting contribution.
- ▌ Aistats Supplementary · thedixitjainUse when preparing AISTATS supplementary material, appendices, proof details, code/data archives, simulation scripts, additional tables, and anonymized artifacts under deadline, size, anonymity, and reviewer-discretion constraints, including how to split a theory-plus-experiments paper between body and supplement.
- ▌ Annals Of Mathematics · thedixitjainUse when targeting Annals of Mathematics (Ann. of Math.) or deciding whether a pure mathematics manuscript fits this Princeton/IAS venue. Encodes the journal's fit, framing, proof standard, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Apify Market Research · thedixitjain bundleAnalyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
- ▌ Cell Host And Microbe · thedixitjainUse when targeting Cell Host & Microbe (Cell Host Microbe) or deciding whether a host-microbe interaction or microbiome manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Cell Reports Medicine · thedixitjainUse when targeting Cell Reports Medicine (Cell Rep Med) or deciding whether a translational or clinical manuscript with mechanistic depth fits this open-access Cell Press venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
- ▌ CI Citation And Style · thedixitjainUse to format a Critical Inquiry (CI) essay's references and figures to journal standard — Chicago Manual of Style (17th ed.) footnotes numbered consecutively, no works-cited list, with all bibliographical information carried in the notes (and counted toward the word limit), plus images supplied as separate 300 ppi JPEG/TIFF with author-secured permissions. Formats the apparatus; it does not write the argument.
- ▌ Cie Literature Review · thedixitjainUse when the literature section of a 《中国工业经济》 (China Industrial Economics) manuscript is a citation pile instead of a critical review that locates the gap. Enforces gap-driven 文献述评 (not 罗列), recent-five-year frontier coverage, and a clean separation between literature review and theory analysis.
- ▌ Commres Data Analysis · thedixitjainUse when executing and reporting the analysis for a Communication Research (CR) manuscript so it survives expert, double-anonymized review — ANOVA/regression/SEM, mediation/moderation with honest uncertainty, reliability, and APA statistical reporting. Guides analysis norms; it does not fabricate results.
- ▌ Conbio Review Process · thedixitjainUse to understand how Conservation Biology evaluates a manuscript — double-blind peer review (adopted 2014), editorial screening for scope/novelty/conservation relevance, the editorial-board structure, decision categories, and the Registered Reports route. Sets expectations and shapes the paper to survive review; it does not contact editors.
- ▌ Conext Review Process · thedixitjainUse when reasoning about how an ACM CoNEXT submission is evaluated, covering double-anonymous review, the two-round TPC process with online discussion and a TPC meeting, the Accept / Reject / one-shot "major" revision decision categories, the journal-style revise-and-resubmit re-read by the original reviewers, shepherding, and how CoNEXT's two-cycle process differs from SIGCOMM and NSDI.
- ▌ Demog Research Design · thedixitjainUse when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition, event-history/survival, age-period-cohort, multistate, microsimulation, projections) and, where the question is causal, defending identification. Demography judges each method on its own terms. Strengthens the design; it does not write code.
- ▌ Economic Perspectives · thedixitjainUse when targeting 《经济学动态》(Economic Perspectives — 中国社会科学院主管、经济研究所主办的理论经济学月刊, 1960 年创刊, CSSCI) or deciding whether a Chinese econ manuscript fits this venue. Encodes the journal's fit, framing, abstract/keyword house style, official-submission re-check, and desk-reject heuristics.
- ▌ Emnlp Reproducibility · thedixitjainUse when hardening an EMNLP paper's reproducibility record — answering the Responsible NLP checklist truthfully under desk-reject enforcement, pinning model versions and API snapshot dates, logging decoding parameters and prompts, documenting data licensing and annotation, and reporting compute so another lab could rerun the study.
- ▌ Er Policy Implication · thedixitjainUse when drafting or strengthening the policy-implications section of an Economic-Research manuscript. Frames implications at the significance / institutional level rather than the actionable / ministry level used by Management-World.
- ▌ Eurosys Supplementary · thedixitjainUse when deciding what lives outside a EuroSys paper's 12 technical pages — free reference pages, whether the current round permits appendices or supplementary uploads, anonymized artifact repositories linked from the submission, and extended technical reports — without moving decision-critical evidence out of the reviewed pages.
- ▌ Eursr Research Design · thedixitjainUse when defending the research design of a European Sociological Review (ESR) manuscript — comparative cross-national designs, panel/longitudinal and event-history designs, multilevel structures, and causal inference where feasible on harmonized survey or register data. ESR judges whether the design lets the comparison or panel identify the mechanism. Strengthens the design; it does not write code.
- ▌ Facct Reproducibility · thedixitjainUse when strengthening ACM FAccT transparency and reproducibility — releasing code, data, and analysis for quantitative audits; documenting datasets and models with datasheets, model cards, and data statements; making qualitative and participatory work auditable without breaking confidentiality; pinning provenance for scraped and model-generated data; and keeping the paper, the supplementary material, and any released artifact consistent.
- ▌ Geometry And Topology · thedixitjainUse when targeting Geometry & Topology (Geom. Topol.) or deciding whether a geometry or topology manuscript fits this top-tier MSP journal. Encodes the journal's fit, framing, proof-and-rigor bar, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Global Change Biology · thedixitjainUse when targeting Global Change Biology or deciding whether a biology/ecology manuscript fits this venue. Encodes the journal's fit, the global-change-driver framing and biological-evidence bar, scale and mechanism expectations, house style, official-submission re-check, and desk-reject heuristics.
- ▌ Hypothesis Generation · thedixitjain bundleFormulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
- ▌ Icalp Reproducibility · thedixitjainUse when making an ICALP (EATCS) theory result independently checkable — writing complete, self-contained proofs in the appendix and a full version (arXiv/ECCC/HAL), pinning any computational steps to reproducible certificates, and (optionally) formalizing key theorems in Coq/Lean/Isabelle, since ICALP has no runnable-artifact track and proof verifiability is the analogue of reproducibility.
- ▌ Icalp Topic Selection · thedixitjainUse when deciding whether a theoretical computer science result belongs at ICALP (EATCS) and, if so, whether it is a Track A (algorithms, complexity, games) or Track B (automata, logic, semantics, theory of programming) paper, and when distinguishing ICALP from the US theory venues STOC, FOCS, and SODA or from a TCS journal by contribution shape, community, and the LIPIcs open-access model.
- ▌ Icassp Review Process · thedixitjainUse when reasoning about ICASSP peer review — the IEEE Signal Processing Society technical-committee pipeline, EDICS-based assignment, single-blind reviewing, the recently added short rebuttal, oral-versus-poster allocation, the roughly-even acceptance rate, and how a signal-processing decision is actually made and should be decoded.
- ▌ Icsme Reproducibility · thedixitjainUse when strengthening IEEE ICSME reproducibility and open-science evidence, covering the data-availability statement, anonymized-but-runnable artifacts, mining and LLM provenance pinning, claim-to-evidence mapping, honest degrees of reproducibility, and consistency between the paper and the artifact ahead of the ROSE-Festival IEEE badges.
- ▌ Ieeesp Review Process · thedixitjainUse when reasoning about IEEE S&P (Oakland) peer review, including the rounds inside each cycle, early-reject notices, the rebuttal for second-round papers, the Accept/Revise/Reject decision set, the Research Ethics Committee, shepherding of accepted papers, and the one-year resubmission embargo.
- ▌ Ijcai Reproducibility · thedixitjainUse when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under the official convincing/credible/irreproducible reviewer rubric and optional reproducibility-section guidance.
- ▌ Issta Reproducibility · thedixitjainUse when strengthening ISSTA reproducibility and verifiability evidence, covering pinned subject programs and benchmark versions, random seeds and timeout budgets, non-determinism disclosure for fuzzing and analysis, claim-to-evidence traceability, tool availability statements, and keeping the artifact consistent with the paper's tables.
- ▌ Jacs Referee Strategy · thedixitjainUse when suggesting/excluding reviewers and pre-empting likely referee objections for a Journal of the American Chemical Society (JACS) manuscript. Plans the review-facing strategy — it does not run experiments or write the paper.