thedixitjain

@thedixitjain source repo

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Jmr Contribution Framing · thedixitjain
Use when turning results into an explicit contribution statement for a Journal of Marketing Research (JMR) manuscript — clearing JMR's dual bar by stating both the substantive/theoretical insight and, where relevant, the methodological advance. Frames why marketing researchers should care because the design is credible.

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Jms Contribution Framing · thedixitjain
Use when the "so what for management theory and practice" is the bottleneck for a Journal of Management Studies (JMS) manuscript — sharpening the one-sentence contribution and the implications. Crystallises the claim; it does not build the theory (jms-theory-development) or position against the literature (jms-literature-positioning).

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Jmsc Managerial Insights · thedixitjain
Use when deriving managerial insights for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — translating proven propositions and numerical findings into actionable decision rules tied to model parameters. Insights must follow from the model, NOT be policy slogans like "加强完善推进". Use near the end of the analytical pipeline.

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Jmsc Problem Formulation · thedixitjain
Use when formalizing the decision problem before model building for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — identifying the decision maker(s), decision variables, timing / information structure, uncertainty, and the objective, so the problem is well-posed. Use right after fit positioning and before jmsc-model-building; use when you cannot yet say who chooses what under which constraints, or when it is unclear whether the problem is optimization, game, or control.

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Joe Contribution Framing · thedixitjain
Use when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics. Frames the methodological contribution as a general, reusable advance rather than a narrow technical fix.

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Jom Contribution Framing · thedixitjain
Use when articulating the theoretical and practical contribution of a Journal of Operations Management (JOM) manuscript — stating what new OM theory the study delivers, why operations is central to the contribution, and what it means for operations managers, in the intro and discussion.

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Journal Of Management En · thedixitjain
Use when targeting Journal of Management (JOM, SAGE) or deciding whether a broad management / organizational behavior 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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Journal Of Power Sources · thedixitjain
Use when targeting Journal of Power Sources or deciding whether an electrochemical-power-device manuscript fits this venue. Encodes the journal's fit, the device-and-electrochemistry contribution bar, cell-level performance and diagnostics rigor, house style, the device-vs-materials routing, official-submission re-check, and desk-reject heuristics.

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Journal Of World Economy · thedixitjain
Use when targeting 《世界经济》(The Journal of World Economy) — the CASS flagship for international / open-economy economics. Apply to open-economy macro, international trade, international finance, exchange rates, FDI, global value chains, and "China's opening-up" empirical work, or to reframe a closed-economy paper toward its international-lens house style.

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Jwe Transmission Channel · thedixitjain
Use when a 《世界经济》 (The Journal of World Economy) manuscript stops at "it promoted exports" without showing how an external shock propagates — making the trade / investment / financial / expectation channel explicit and testable, not a hand-wavy mechanism paragraph.

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Mgsci Theory Development · thedixitjain
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative statics) or empirically testable hypotheses derived from a clear mechanism. Adapts to the paper's lane; it does not run the analysis (mgsci-data-analysis) or frame the contribution (mgsci-contribution-framing).

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Modern Economic Research · thedixitjain
Use when targeting 《现代经济探讨》(Modern Economic Research — 江苏省社会科学院主管主办的综合性经济理论月刊, 1982 年创刊, 匿名审稿、不收版面费) or deciding whether a Chinese econ/management manuscript fits this venue. Encodes the journal's fit, framing, fee-free/anonymous-review policy, house style, official-submission re-check, and desk-reject heuristics.

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Nature Reviews Chemistry · thedixitjain
Use when targeting Nature Reviews Chemistry (Nat Rev Chem) or deciding whether a chemistry review proposal fits this commissioned, authoritative-review 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 Reviews Materials · thedixitjain
Use when targeting Nature Reviews Materials (Nat Rev Mater) or deciding whether a materials review proposal fits this commissioned, conceptually demanding review 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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Ontology Term Resolution · thedixitjain bundle
Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the EBI Ontology Lookup Service (OLS4). Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, BioSamples, CELLxGENE, HCA, or ISA-Tab submission; auditing a metadata table of term IDs; checking whether a term is obsolete and what replaced it; or mapping between ontologies. Triggers include "ontology term", "ontology ID", "CURIE", "controlled vocabulary", "UBERON", "CL:", "MONDO", "HPO", "EFO", "ChEBI", "NCBITaxon", "GO term", "PATO", "annotate this tissue/cell type/disease", and any request to emit or verify an identifier shaped like PREFIX:0001234.

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Ors Contribution Framing · thedixitjain
Use when articulating the contribution of an Operations Research (OR) manuscript — especially the mandatory cover-letter contribution statement (since 1 June 2023, fewer than 500 words) and the discussion's significance claims. Frames why the work matters to OR; it does not position against specific prior papers (ors-literature-positioning) or run experiments (ors-data-analysis).

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Revedres Editor Strategy · thedixitjain
Use when anticipating editor and reviewer expectations, framing the contribution, and positioning scope for a Review of Educational Research (RER) submission. Aligns the review with how RER is refereed; it does not run the submission preflight (revedres-submission) or draft the response to reviewers (revedres-revision).

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Revedres Topic Selection · thedixitjain
Use when deciding whether a question is synthesis-worthy and RER-scale before committing to a Review of Educational Research (RER) review or meta-analysis. Tests fit and frames the contribution; it does not run the search (revedres-literature-synthesis) or write the protocol (revedres-proposal-and-commissioning).

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Rje Contribution Framing · thedixitjain
Use to frame the contribution of a manuscript for The RAND Journal of Economics (RJE) so the industrial-organization advance is legible to the screening Editor and two referees within the hard page caps. Sharpens the one-sentence "so what"; it does not run the analysis.

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Scientific Brainstorming · thedixitjain bundle
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.

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Scientific Visualization · thedixitjain bundle
Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.

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Securities Market Herald · thedixitjain
Use when targeting 《证券市场导报》(Securities Market Herald) 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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Siggraph Reproducibility · thedixitjain
Use when building the reproducibility story for a SIGGRAPH / TOG paper, covering deterministic result regeneration, scene/mesh/weight provenance, hardware and timing disclosure, floating-point and GPU non-determinism, and a code/data release that a reader or a Graphics Replicability Stamp volunteer can actually run.

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Siggraph Topic Selection · thedixitjain
Use before committing a project to SIGGRAPH / SIGGRAPH Asia / TOG, to decide whether the contribution is graphics-shaped and which venue and track fit, routing among SIGGRAPH, SIGGRAPH Asia, direct-to-TOG, and siblings (CVPR/ICCV, CHI/UIST, Eurographics/EGSR/SGP/SCA/HPG/I3D), and whether to aim dual-track or Journal-only.

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Smj Contribution Framing · thedixitjain
Use when sharpening the contribution claim of a Strategic Management Journal (SMJ) manuscript so it lands as a contribution to *strategy theory*. Frames the "so what"; it does not develop the theory or run analysis.

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Social Sciences In China · thedixitjain
Use when a manuscript targets 《中国社会科学》(Social Sciences in China) — the CASS flagship and the single most prestigious cross-disciplinary social-science journal in China. Apply to judge fit (思想性 over 技术炫技), to reframe a paper around a 重大问题 + 原创理论 + 中国自主知识体系, or to polish toward its grand-but-rigorous house style. Not for narrow empirical notes.

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Soctheory Review Process · thedixitjain
Use when you need to understand Sociological Theory (ST)'s double-anonymous peer review and interpret a decision letter focused on conceptual novelty and logical soundness. Explains the process and decision types; it does NOT draft the response document (that is soctheory-rebuttal).

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The Astronomical Journal · thedixitjain
Use when targeting The Astronomical Journal (AJ) or deciding whether an observational astronomy manuscript fits this AAS/IOP 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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The Econometrics Journal · thedixitjain
Use when targeting The Econometrics Journal (EctJ) or deciding whether an econometrics 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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The Lancet Public Health · thedixitjain
Use when targeting The Lancet Public Health or deciding whether a population-health study fits this venue. Encodes the journal's fit, the population-level intervention, epidemiology, and policy evidence bar, reporting-guideline and registration requirements, Lancet specialty house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.

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The Philosophical Review · thedixitjain
Use when targeting The Philosophical Review or deciding whether an analytic philosophy manuscript fits this venue. Encodes the journal's fit, the argument-rigor and originality bar, dialectical-engagement expectations, house style and double-blind norms, official-submission re-check, and desk-reject heuristics.

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Water Resources Research · thedixitjain
Use when targeting Water Resources Research (WRR) or deciding whether a hydrology / water-science manuscript fits this venue. Encodes the journal's fit, the quantitative water-science contribution bar, data-and-code deposition expectations, AGU house style, official-submission re-check, and desk-reject heuristics.

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Ylj Sources And Bluebook · thedixitjain
Use when building and formatting the citation apparatus for a The Yale Law Journal (YLJ) piece — pinpoint cites, Bluebook form, and source support for every assertion. It governs cite construction; the final editorial cite-check and source-pull is ylj-footnotes-and-cite-check.

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Agent Owasp Compliance · thedixitjain
| Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: Evaluating an agent system's security posture before production deployment Running a compliance check against OWASP ASI 2026 standards Mapping existing security controls to the 10 agentic risks Generating a compliance report for security review or audit Comparing agent framework security features against the standard Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit"

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Analyzing Dependencies · thedixitjain bundle
Analyze dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependencies', 'scan for vulnerabilities', or 'audit packages'.

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Apollo Enterprise Rbac · thedixitjain bundle
'Enterprise role-based access control for Apollo.io. Use when implementing team permissions, restricting data access, or setting up enterprise security controls. Trigger with phrases like "apollo rbac", "apollo permissions", "apollo roles", "apollo team access", "apollo enterprise security". '

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Apollo Security Basics · thedixitjain bundle
'Apply Apollo.io API security best practices. Use when securing Apollo integrations, managing API keys, or implementing secure data handling. Trigger with phrases like "apollo security", "secure apollo api", "apollo api key security", "apollo data protection". '

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Audit Context Building · thedixitjain bundle
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.

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AWS Compliance Checker · thedixitjain
Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks

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AWS Iam Best Practices · thedixitjain
IAM policy review, hardening, and least privilege implementation

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Castai Security Basics · thedixitjain
'Secure CAST AI API keys, RBAC configuration, and Kvisor security agent. Use when hardening CAST AI cluster access, configuring security scanning, or implementing API key rotation procedures. Trigger with phrases like "cast ai security", "cast ai api key rotation", "cast ai rbac", "cast ai kvisor", "secure cast ai". '

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Castai Webhooks Events · thedixitjain
'Configure CAST AI webhook notifications for cluster events and audit logs. Use when setting up alerts for node scaling, cost threshold events, or integrating CAST AI events with Slack, PagerDuty, or custom endpoints. Trigger with phrases like "cast ai webhooks", "cast ai notifications", "cast ai slack alerts", "cast ai events". '

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Cc Ethics Registration · thedixitjain
Use when assembling ethics approvals and availability statements for a Cancer Cell (Cell Press) manuscript — IACUC animal approval, human-sample IRB/consent, biosafety, and data/code deposition statements. It governs compliance declarations; it does not design experiments or write methods detail.

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Scanning API Security · thedixitjain bundle
'Detect API security vulnerabilities including injection, broken auth, and data exposure. Use when scanning APIs for security vulnerabilities. Trigger with phrases like "scan API security", "check for vulnerabilities", or "audit API security". '

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Secrets Vault Manager · thedixitjain bundle
Use when the user asks to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores (AWS Secrets Manager, Azure Key Vault, GCP Secret Manager), implement secret rotation, or audit secret access patterns.

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Security Threat Model · thedixitjain bundle
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.

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Shodan Reconnaissance · thedixitjain
Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements.

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Usenixsec Experiments · thedixitjain
Use when designing or auditing the evaluation of a USENIX Security Symposium paper — building threat-model-faithful experiments, adaptive-attacker analysis for defenses, false-positive and vantage-point rigor for detection and measurement, ethical experimentation on live systems, and honest baselines.

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Vulnerability Scanner · thedixitjain bundle
Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.

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Code Showcase Testing Patterns · thedixitjain
Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.

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Cogpsych Theory And Hypotheses · thedixitjain
Use when stating the theory, formalizing the model, and deriving predictions for a Cognitive Psychology (Elsevier) manuscript. The journal rewards a formal/computational account whose parameters mean something and whose predictions discriminate it from rivals. Structures the theory and the model that the experiments test; it does not fit the model or run analyses.

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Finishing A Development Branch · thedixitjain
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

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Performing Penetration Testing · thedixitjain bundle
| Orchestrate a penetration test by routing user intent to one or more of the 25 narrow skills in this pack. Confirms authorization + scope FIRST (cluster 5), runs the relevant scan skills (clusters 1-4), then composes findings into the customer deliverables (cluster 6) plus an integrity-attestable engagement archive (cluster 5). Backward-compatible with v2 invocations — "pentest", "security scan", "audit dependencies" still work but now route to the narrow skills instead of the v2 monolithic scripts. Use when: starting a security engagement, running an ad-hoc scan, planning a multi-day pentest, or operating the full authorization-to-deliverable workflow end-to-end. Trigger with: "pentest", "security scan", "vulnerability check", "audit dependencies", "check headers", "find secrets", "OWASP scan", "security audit".

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Performing Regression Analysis · thedixitjain bundle
'Execute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), validates the models, and provides performa... Use when analyzing code or data. Trigger with phrases like ''analyze'', ''review'', or ''examine''. '

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Performing Vlan Hopping Attack · thedixitjain bundle
'Simulates VLAN hopping attacks using switch spoofing and double tagging techniques in authorized environments to test VLAN segmentation effectiveness and validate switch port security configurations against Layer 2 bypass attacks. '

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Soctheory Argument Development · thedixitjain
Use when stress-testing the reasoning of a Sociological Theory (ST) manuscript — turning stated propositions into a valid, warranted argument that survives rival theories and counter-cases. Develops and audits the argument; it does NOT define the concepts (soctheory-theory-construction) or bound the theory's domain (soctheory-boundary-conditions).

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Ascii Art Diagram Creator · thedixitjain
'Create ascii art diagram creator operations. Auto-activating skill for Visual Content. Triggers on: ascii art diagram creator, ascii art diagram creator Part of the Visual Content skill category. Use when working with ascii art diagram creator functionality. Trigger with phrases like "ascii art diagram creator", "ascii creator", "ascii". '

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Context Window Management · thedixitjain
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot

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Data Visualization Helper · thedixitjain
'Configure with data visualization helper operations. Auto-activating skill for Visual Content. Triggers on: data visualization helper, data visualization helper Part of the Visual Content skill category. Use when working with data visualization helper functionality. Trigger with phrases like "data visualization helper", "data helper", "data". '

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Gcb Revision And Rebuttal · thedixitjain
Use when writing the response to a Global Change Biology (GCB) revise decision. A revision must address every reviewer point with evidence, defend the global-change mechanism and uncertainty treatment, and keep the archived data/code in sync. Structures the response letter; it does not fabricate new results.

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Gec Revision And Rebuttal · thedixitjain
Use when writing the response to a Global Environmental Change (GEC) revise decision. GEC reviewers are interdisciplinary and often disagree across disciplines, so the response must convert each reviewer on their own terms without alienating the handling editor. Structures the response letter; it does not fabricate new results.

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Interspeech Writing Style · thedixitjain
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 readership, table and figure economy, protocol one-liners that preserve rigor under compression, and the cuts that shrink pages without shrinking claims.

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Network Diagram Generator · thedixitjain
'Generate network diagram generator operations. Auto-activating skill for Visual Content. Triggers on: network diagram generator, network diagram generator Part of the Visual Content skill category. Use when working with network diagram generator functionality. Trigger with phrases like "network diagram generator", "network generator", "network". '

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Phg Critical Intervention · thedixitjain
Use when making the critical move at the heart of a Progress in Human Geography (PiHG) review essay — naming what the field misses, mistakes, or takes for granted, and re-ordering the debate. Sharpens the critical turn; it does not build the synthetic spine (see phg-argument-synthesis) or frame the forward agenda (see phg-contribution-framing).

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Pmla Argument Development · thedixitjain
Use when building the argument of a PMLA (Publications of the Modern Language Association) essay into a significant contribution to literary and language studies. PMLA rewards a clear, consequential claim whose implications are drawn out — not a description or a reading without stakes. Structures the argument; it does not perform the close reading or invent evidence.

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Soctheory Topic Selection · thedixitjain
Use when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay. Screens the problem and venue fit; it does NOT build the theory (soctheory-theory-construction) or position it in a tradition (soctheory-literature-positioning).

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Agent Architecture Audit · thedixitjain
エージェントおよび LLM アプリケーション向けのフルスタック診断。12 層のエージェントスタックにおけるラッパーリグレッション、メモリ汚染、ツール規律の失敗、隠れた修復ループ、レンダリング破損を監査します。重要度順の発見事項とコードファーストの修正を生成します。エージェントアプリケーション、自律ループ、または LLM を活用した機能を構築する開発者に必須です。

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Agent Platform Inference · thedixitjain bundle
>- Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.). Use when you need to generate code for calling Gemini or OpenMaaS models, authenticate with GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK, configure base URLs and global/regional endpoints, or troubleshoot 429 Resource Exhausted (DSQ), 400 User Validation, or 404 Not Found errors. Don't use for deploying models to endpoints or for running model evaluations.

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Autonomous Agent Harness · thedixitjain
Claude Codeを永続的なメモリ、スケジュール済み操作、コンピュータ使用、タスクキューイングを備えた完全自動エージェントシステムに変換します。スタンドアロンエージェントフレームワーク（Hermes、AutoGPT）を、Claude Codeのネイティブcrons、dispatch、MCPツール、メモリを活用して置き換えます。ユーザーが継続的な自動操作、スケジュール済みタスク、または自己指令エージェントループを望む場合に使用します。

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Cursor Advanced Composer · thedixitjain bundle
'Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents". '

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Event Sourcing Architect · thedixitjain
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.

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Latency Critical Systems · thedixitjain
Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like infrastructure where freshness and p95 latency matter.

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On Call Handoff Patterns · thedixitjain
Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.

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Team Agent Orchestration · thedixitjain
Run team-based orchestration for agent squads using work items, ownership, agent Kanban, merge gates, and control pane handoffs.

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Windsurf Core Workflow A · thedixitjain
'Execute Windsurf''s primary workflow: Cascade Write mode for multi-file agentic coding. Use when building features, refactoring across files, or performing complex code tasks. Trigger with phrases like "windsurf cascade write", "windsurf agentic coding", "windsurf multi-file edit", "cascade write mode", "windsurf build feature". '

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Bdistill Knowledge Extraction · thedixitjain
Extract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.

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Gcb Reporting And Data Policy · thedixitjain
Use when preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript. GCB requires data and code to be archived in a public repository with a persistent DOI as a condition of publication, and "available on request" is not accepted. Prepares the deposit; it does not waive requirements.

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Generating Database Seed Data · thedixitjain bundle
'Process this skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker libraries to create realistic data, maintains relational integrity, and allows configurable data volumes. u... Use when working with databases or data models. Trigger with phrases like ''database'', ''query'', or ''schema''. '

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Implementing Database Caching · thedixitjain bundle
'Process use when you need to implement multi-tier caching to improve database performance. This skill sets up Redis, in-memory caching, and CDN layers to reduce database load. Trigger with phrases like "implement database caching", "add Redis cache layer", "improve query performance with caching", or "reduce database load". '

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Managing Database Replication · thedixitjain bundle
'Process use when you need to work with database scalability. This skill provides replication and sharding with comprehensive guidance and automation. Trigger with phrases like "set up replication", "implement sharding", or "scale database". '

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Popdevr Transparency And Data · thedixitjain
Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript. PDR follows Wiley's data-sharing and research-integrity expectations — a data availability statement, ORCID, and reproducible, well-documented materials deposited in a FAIR repository (verify current policy). Covers restricted-data exemptions. Prepares the materials; it does not waive requirements.

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Validating Database Integrity · thedixitjain bundle
'Process use when you need to ensure database integrity through comprehensive data validation. This skill validates data types, ranges, formats, referential integrity, and business rules. Trigger with phrases like "validate database data", "implement data validation rules", "enforce data integrity constraints", or "validate data formats". '

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Conbio Figures And Tables · thedixitjain
Use when building tables, figures, and maps for a Conservation Biology manuscript so exhibits are self-contained, accessible, and respect the journal's exhibit budget (about one table or figure per four pages of text). Covers maps, effect plots, and masking sensitive species locations. Designs exhibits; it does not run the analysis.

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Executive Summary Creator · thedixitjain
'Create executive summary creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: executive summary creator, executive summary creator Part of the Enterprise Workflows skill category. Use when working with executive summary creator functionality. Trigger with phrases like "executive summary creator", "executive creator", "executive". '

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Hard Call · thedixitjain
Hard Call

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Jf Literature Positioning · thedixitjain
Use when the introduction and related-work sections of a The Journal of Finance (JF) manuscript fail to state a crisp marginal contribution against the finance literature. Positions the paper; it does not survey it.

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Jfqa Contribution Framing · thedixitjain
Use when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an introduction that states what is new in finance terms, so the quantitative contribution lands within JFQA's tight abstract cap and high selectivity.

2 repo stars
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Jibs Contribution Framing · thedixitjain
Use when turning results into an explicit contribution to international-business theory for a Journal of International Business Studies (JIBS) manuscript — stating what the field learns about cross-border activity, why it is non-incremental, and its implications for IB theory, practice, and (per JIBS's mission) societal impact. Frames the claim; it does not run analysis (jibs-data-analysis) or position the literature (jibs-literature-positioning).

2 repo stars
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Misq Contribution Framing · thedixitjain
Use when turning results or a built artifact into an explicit contribution for a MIS Quarterly manuscript — stating what new IS knowledge the paper produces (behavioral mechanism, design principles, economic effect, or organizational insight), why it matters for both IS theory and practice, and why it justifies its page budget. Frames the contribution; it does not run the analysis (misq-data-analysis).

2 repo stars
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Revacc Theory Development · thedixitjain
Use when the economic mechanism, analytical model, or testable predictions are the bottleneck for a Review of Accounting Studies (RAST) manuscript — articulating the friction behind an accounting effect or building a parsimonious disclosure/contracting model with proven propositions. Builds the argument; it does not design identification (revacc-methods) or run estimation (revacc-data-analysis).

2 repo stars
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Tailored Resume Generator · thedixitjain
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

2 repo stars
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Team Composition Analysis · thedixitjain
Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.

2 repo stars
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Tracking Crypto Portfolio · thedixitjain bundle
'Track cryptocurrency portfolio with real-time valuations, allocation analysis, and P&L tracking. Use when checking portfolio value, viewing holdings breakdown, analyzing allocations, or exporting portfolio data. Trigger with phrases like "show my portfolio", "check crypto holdings", "portfolio allocation", "track my crypto", or "export portfolio". '

2 repo stars
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Agsy Revision And Rebuttal · thedixitjain
Use when writing the response to an Agricultural Systems (AgSy) revision decision. AgSy review is single anonymized with at least two expert systems reviewers and an editor decision, and revisions often turn on model evaluation, sensitivity/uncertainty, and trade-off framing. The response must convert each reviewer without alienating the editor. Structures the response letter; it does not fabricate new results.

2 repo stars
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Asplos Artifact Evaluation · thedixitjain
Use when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with software/hardware/dataset dependencies, targeting the Available / Functional / Reproducible badges, archiving on a public repository, and planning the collaborative back-and-forth with evaluators.

2 repo stars
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Coderabbit Core Workflow B · thedixitjain
'Tune CodeRabbit review configuration: learnings, code guidelines, and noise reduction. Use when fine-tuning review quality, training CodeRabbit with team preferences, adding code guidelines, or reducing false positives. Trigger with phrases like "coderabbit tune reviews", "coderabbit learnings", "coderabbit guidelines", "reduce coderabbit noise", "coderabbit false positives". '

2 repo stars
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Conext Artifact Evaluation · thedixitjain
Use when converting an accepted ACM CoNEXT paper's package into optional ACM reproducibility badges via the CoNEXT reproducibility committee — from the badge opt-in due before submission, to the one-page artifact description due within a week of acceptance, to the Available / Functional / Reusable / Reproduced criteria and evaluator-proof reuse docs.

2 repo stars
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Confusion Matrix Generator · thedixitjain
'Generate confusion matrix generator operations. Auto-activating skill for ML Training. Triggers on: confusion matrix generator, confusion matrix generator Part of the ML Training skill category. Use when working with confusion matrix generator functionality. Trigger with phrases like "confusion matrix generator", "confusion generator", "confusion". '

2 repo stars
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Distributed Training Setup · thedixitjain
'Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category. Use when working with distributed training setup functionality. Trigger with phrases like "distributed training setup", "distributed setup", "distributed". '

2 repo stars
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Feature Engineering Helper · thedixitjain
'Configure with feature engineering helper operations. Auto-activating skill for ML Training. Triggers on: feature engineering helper, feature engineering helper Part of the ML Training skill category. Use when working with feature engineering helper functionality. Trigger with phrases like "feature engineering helper", "feature helper", "feature". '

2 repo stars

10,417 published skills · page 49 of 105