thedixitjain
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- ▌ Eval Harness · thedixitjain bundleFormal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
- ▌ Loop Library · thedixitjain bundleFind, compare, adapt, and design bounded AI-agent feedback loops with explicit checks, stop rules, guardrails, and handoffs.
- ▌ Red Workflow · thedixitjainUse when mapping the end-to-end lifecycle of a Review of Economic Dynamics (RED) manuscript — from confirming dynamic/quantitative scope, through the current Elsevier Guide's USD 195 fee and ScienceDirect/Editorial Manager submission, the single-anonymized two-reviewer process, the code-first data/code archive plus Option C data statement, to the revise-and-resubmit. Orchestration; it routes to the other red- skills rather than drafting content.
- ▌ Safety Guard · thedixitjainUse this skill to prevent destructive operations when working on production systems or running agents autonomously.
- ▌ Santa Method · thedixitjainMulti-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.
- ▌ Signal Write · thedixitjainEmit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and noted in the journal for persistence.
- ▌ Skill Comply · thedixitjain bundleVisualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
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- ▌ Update Codex · thedixitjainUse when updating this codex-app Linux port from the latest upstream Codex Mac DMG, preserving local Linux patches, installing the refreshed desktop app, and publishing the tag-driven Linux release artifacts.
- ▌ Voice Agents · thedixitjainVoice agents represent the frontier of AI interaction - humans speaking naturally with AI systems.
- ▌ Adobe Rate Limits · thedixitjain'Implement Adobe API rate limiting, backoff, and quota management across Firefly, PDF Services, Photoshop, and I/O Events APIs. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Adobe. Trigger with phrases like "adobe rate limit", "adobe throttling", "adobe 429", "adobe retry", "adobe backoff", "adobe quota". '
- ▌ Ajs Data Analysis · thedixitjainUse when planning or auditing the analysis of an American Journal of Sociology (AJS) manuscript so the evidence credibly supports the theoretical claim. Covers analysis norms, uncertainty, robustness, and triangulation across quantitative, comparative-historical, and ethnographic work. Improves the analysis chain; it does not fabricate results.
- ▌ Amj Data Analysis · thedixitjainUse when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator (HLM, SEM, panel, experiments), endogeneity, and robustness. Executes and reports the analysis; it does not design the study (amj-methods) or frame the contribution (amj-contribution-framing).
- ▌ Amr Data Analysis · thedixitjainUse when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals, addressing alternative explanations and disconfirming cases, and verifying each proposition follows from its argument. This is ARGUMENT DEVELOPMENT, NOT data analysis; AMR publishes no datasets, no statistics, and no empirical results.
- ▌ Anima Cost Tuning · thedixitjain'Optimize Anima API costs through caching, incremental generation, and tier selection. Use when managing Anima API usage, reducing unnecessary code generations, or right-sizing your Anima plan for team size. Trigger: "anima cost", "anima pricing", "anima budget", "anima API usage". '
- ▌ Anima Rate Limits · thedixitjain'Implement rate limiting for Anima API code generation requests. Use when batching component generation, handling rate limit errors, or optimizing API throughput for large design systems. Trigger: "anima rate limit", "anima throttling", "anima batch generation". '
- ▌ Aos Data Analysis · thedixitjainUse when analyzing the material of an Accounting, Organizations and Society (AOS) manuscript — coding and interpreting qualitative field data, estimating experimental and survey models, or running theory-laden archival analyses, with an audit trail appropriate to each tradition. Analyzes and reports; it does not design the study (aos-methods).
- ▌ API Sdk Generator · thedixitjainGenerates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API. Use whenever the user asks to "generate an SDK", "write a client library", "create API wrappers", "generate TypeScript types from my API", "write a Python...
- ▌ Apify Rate Limits · thedixitjain bundle'Handle Apify API rate limits with proper backoff and request queuing. Use when hitting 429 errors, optimizing API request throughput, or implementing rate-aware client wrappers. Trigger with "apify rate limit", "apify throttling", "apify 429", "apify retry", "apify backoff", "too many requests apify".'
- ▌ Asr Data Analysis · thedixitjainUse when executing and reporting the analysis for an American Sociological Review (ASR) manuscript so it survives expert masked review — honest uncertainty, robustness, and evidence handling appropriate to quantitative, demographic, comparative-historical, or computational sociology. Guides analysis norms; it does not fabricate results.
- ▌ Attio Hello World · thedixitjain'Make your first Attio API calls -- list objects, create a person, query companies, and read attributes. Use when starting a new Attio integration or learning the API. Trigger: "attio hello world", "attio example", "first attio call", "attio quick start", "try attio API". '
- ▌ Attio Rate Limits · thedixitjain'Handle Attio API rate limits with exponential backoff, queue-based throttling, and Retry-After header parsing. Trigger: "attio rate limit", "attio 429", "attio throttling", "attio retry", "attio backoff", "attio too many requests". '
- ▌ Azure Postgres TS · thedixitjain| Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres".
- ▌ Backend Architect · thedixitjainExpert backend architect specializing in scalable API design, microservices architecture, and distributed systems.
- ▌ Bullmq Specialist · thedixitjainBullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications.
- ▌ Canva Hello World · thedixitjain'Create a minimal working Canva Connect API example. Use when starting a new Canva integration, testing your setup, or learning basic Canva REST API patterns. Trigger with phrases like "canva hello world", "canva example", "canva quick start", "simple canva code". '
- ▌ Clade Cost Tuning · thedixitjain bundle"Optimize Anthropic API costs \u2014 model selection, prompt caching,\ \ batches,\nUse when working with cost-tuning patterns.\ntoken reduction, and usage\ \ monitoring.\nTrigger with \"anthropic pricing\", \"claude cost\", \"reduce anthropic\ \ spend\",\n\"anthropic billing\", \"claude cheaper\".\n"
- ▌ Clari Rate Limits · thedixitjain'Handle Clari API rate limits with backoff and export job scheduling. Use when hitting 429 errors, optimizing export frequency, or scheduling bulk forecast exports. Trigger with phrases like "clari rate limit", "clari 429", "clari throttle", "clari api limits". '
- ▌ Clay Install Auth · thedixitjain'Set up Clay account access, API keys, webhook URLs, and provider connections. Use when onboarding to Clay, connecting data providers, configuring API keys, or setting up webhook endpoints for programmatic data flow. Trigger with phrases like "install clay", "setup clay", "clay auth", "configure clay API key", "connect clay providers". '
- ▌ Clay Sdk Patterns · thedixitjain'Apply production-ready patterns for integrating with Clay via webhooks and HTTP API. Use when building Clay integrations, implementing webhook handlers, or establishing team coding standards for Clay data pipelines. Trigger with phrases like "clay SDK patterns", "clay best practices", "clay code patterns", "clay integration patterns", "clay webhook patterns". '
- ▌ Clerk Rate Limits · thedixitjain bundle'Understand and manage Clerk rate limits and quotas. Use when hitting rate limits, optimizing API usage, or planning for high-traffic scenarios. Trigger with phrases like "clerk rate limit", "clerk quota", "clerk API limits", "clerk throttling". '
- ▌ Cps Data Analysis · thedixitjainUse when running and reporting the analyses for a Comparative Political Studies (CPS) manuscript — estimation, uncertainty, robustness, and multi-method triangulation on comparative data. Sets analysis norms; it does not choose the identification strategy (see cps-research-design).
- ▌ Cte Query Builder · thedixitjain'Build cte query builder operations. Auto-activating skill for Data Analytics. Triggers on: cte query builder, cte query builder Part of the Data Analytics skill category. Use when working with cte query builder functionality. Trigger with phrases like "cte query builder", "cte builder", "cte". '
- ▌ Database Designer · thedixitjain bundleUse when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
- ▌ Edbt Related Work · thedixitjainUse when positioning an EDBT submission against the data-management literature across SIGMOD, VLDB/PVLDB, ICDE, EDBT, the co-located ICDT, and the database journals (VLDBJ, TODS, TKDE), writing delta-first contrast rather than a citation catalog, and handling the 12-month EDBT resubmission ban, preprints, and prior-version overlap.
- ▌ Exa Data Handling · thedixitjain'Implement Exa search result processing, content extraction, caching, and RAG context management. Use when handling search results, implementing caching, building citation pipelines, or managing content payloads for LLM context windows. Trigger with phrases like "exa data", "exa results processing", "exa cache", "exa RAG context", "exa content extraction". '
- ▌ Fastapi Router Py · thedixitjain bundleCreate FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or adding authenticated endpoints in FastAPI applications.
- ▌ Flink Job Creator · thedixitjain'Create flink job creator operations. Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category. Use when working with flink job creator functionality. Trigger with phrases like "flink job creator", "flink creator", "flink". '
- ▌ Flox Environments · thedixitjainCreate reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up project toolchains for any language, installing system-level dependencies (compilers, databases, native libs like openssl/BLAS), pinning exact package versions for a team, running local services (PostgreSQL, Redis, Kafka), onboarding developers with one command, or solving 'works on my machine' problems — including agent/vibe-coding setups that need project-scoped tools without sudo. Also use when the user mentions .flox/, manifest.toml, flox activate, or FloxHub.
- ▌ Gcb Data Analysis · thedixitjainUse when executing and reporting the analysis for a Global Change Biology (GCB) manuscript — mixed/hierarchical models, time-series and spatial analysis, meta-analysis, and model evaluation with honest uncertainty. GCB reviewers and data archiving demand reproducible, well-quantified inference. Guides analysis norms; it does not fabricate results.
- ▌ Geb Data Analysis · thedixitjainUse when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game experiments and building verified worked examples. Adapts analysis to GEB's game-theory nature, where data supports the theory rather than carrying a causal claim.
- ▌ Gec Data Analysis · thedixitjainUse when executing and reporting the analysis for a Global Environmental Change (GEC) manuscript so it survives expert, interdisciplinary review — honest uncertainty, robustness, and triangulation appropriate to quantitative, qualitative, or mixed-methods work. Guides analysis norms; it does not fabricate results.
- ▌ GRAPHQL Architect · thedixitjainMaster modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems.
- ▌ Hrm Data Analysis · thedixitjainUse when estimation and analysis are the bottleneck for a Human Resource Management (Wiley "HRM") manuscript — fitting HLM/SEM, testing mediation and cross-level moderation, defending aggregation, and qualitative coding rigor. Runs and validates the analysis; it does not design the study (hrm-methods).
- ▌ Icdt Camera Ready · thedixitjainUse when preparing the final LIPIcs camera-ready for an accepted ICDT (International Conference on Database Theory) paper — the lipics-v2021 final document, mandatory ACM CCS concepts and keywords, author ORCIDs, de-anonymization, complete proofs and the full-version link, CC-BY licensing, and passing the Dagstuhl/DROPS production checks that mint the DOI.
- ▌ Icdt Related Work · thedixitjainUse when positioning an ICDT (International Conference on Database Theory) paper against the database-theory literature — covering the ICDT/PODS lineage, finite model theory and complexity, delta-first positioning against the nearest prior theorem, honest treatment of overlapping bounds, and keeping self-citations anonymous under the since-2024 rule.
- ▌ Jae Data Analysis · thedixitjainUse when running and reporting the empirical analysis for a Journal of Accounting and Economics (JAE) manuscript — building the archival sample, choosing fixed effects and clustered standard errors, executing the identification design, and demonstrating robustness for large-sample capital-markets/contracting/disclosure data. Executes and reports the analysis; it does not design the study (jae-methods) or frame the contribution (jae-contribution-framing).
- ▌ Jcp Data Analysis · thedixitjainUse when analyzing experimental data for a Journal of Consumer Psychology (JCP) manuscript — ANOVA/regression on the effect, measured and experimental mediation, moderation and moderated mediation, measurement of the process, and the rigor-era reporting standards. Analyzes the studies; it does not design them (jcp-methods).
- ▌ Jde Data Analysis · thedixitjainUse when estimation, heterogeneity, attrition, measurement, or inference choices need to meet Journal of Development Economics (JDE) empirical norms — clustered field data, survey measurement error, and treatment-effect heterogeneity in low- and middle-income settings. Covers the analysis itself, not the identifying design.
- ▌ Jhr Data Analysis · thedixitjainUse when building or auditing Journal of Human Resources (JHR) empirical pipelines — sample construction, design-based causal estimates with correct clustering, robustness, comparative estimation against prior published work, online appendix material, and reproducible analysis.
- ▌ Jie Data Analysis · thedixitjainUse when building or auditing the empirical analysis for a Journal of International Economics (JIE) manuscript — constructing bilateral trade panels, estimating PPML gravity, running open-economy panels and local projections, calibrating/estimating structural models, and producing the robustness suite international-economics referees expect. Strengthens the analysis; it does not fabricate results.
- ▌ Jme Data Analysis · thedixitjainUse when building or stress-testing the empirical/quantitative analysis for a Journal of Monetary Economics (JME) manuscript — VAR/SVAR, local projections, DSGE estimation, moment matching, IRFs, and FEVDs — to monetary-economics and macroeconomics norms. Covers estimation choices, inference, and robustness.
- ▌ Jmf Data Analysis · thedixitjainUse when executing and reporting the analysis for a Journal of Marriage and Family (JMF) manuscript so it survives expert double-blind review — honest uncertainty, robustness, attention to selection and non-independence, and correct handling of complex-survey, longitudinal, and dyadic data. Guides analysis norms; it does not fabricate results.
- ▌ Jms Data Analysis · thedixitjainUse when the execution and credibility of the analysis is the bottleneck for a Journal of Management Studies (JMS) manuscript — regression/SEM and robustness for quantitative work, OR coding, abduction, and trustworthiness for qualitative work. Runs and defends the analysis; it does not design the study (jms-methods) or build exhibits (jms-tables-figures).
- ▌ Joc Data Analysis · thedixitjainUse when executing and reporting the analysis for a Journal of Communication (JoC) manuscript so it survives expert, double-anonymous review — honest uncertainty, robustness, reliability, and triangulation appropriate to quantitative, computational, or content-analytic work. Guides analysis norms; it does not fabricate results.
- ▌ Joe Data Analysis · thedixitjainUse when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples. Covers size/power simulation design, DGP stress tests, and the role of the applied illustration relative to the theory.
- ▌ Jom Data Analysis · thedixitjainUse when running and reporting the statistical analysis for a Journal of Operations Management (JOM) empirical manuscript — measurement validity for survey constructs, identification and endogeneity for archival operations data, manipulation checks for behavioral-OM experiments, and robustness. Executes and reports the analysis; it does not design the study (jom-methods) or frame the contribution (jom-contribution-framing).
- ▌ Jop Data Analysis · thedixitjainUse for analysis-stage decisions on a The Journal of Politics (JOP) manuscript — uncertainty, robustness, and reporting norms — written so the work is reproducible from line one. JOP makes acceptance contingent on replicability and a JOP replication analyst re-runs the code, so every reported number must come from a script. Guides analysis; it does not fabricate results.
- ▌ Metric Calculator · thedixitjain'Configure and manage - Calculate metric calculator operations. Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of the Data Analytics skill category. Use when working with metric calculator functionality. Trigger with phrases like "metric calculator", "metric calculator", "metric". '
- ▌ Pagination Helper · thedixitjain'Configure with pagination helper operations. Auto-activating skill for API Development. Triggers on: pagination helper, pagination helper Part of the API Development skill category. Use when working with pagination helper functionality. Trigger with phrases like "pagination helper", "pagination helper", "pagination". '
- ▌ Pom Data Analysis · thedixitjainUse when executing and reporting the analysis for a Production and Operations Management (POM) manuscript — proving and numerically illustrating an analytical model, or estimating and validating an empirical / behavioral / operations-data-science study. Executes and reports; it does not pick the method (pom-methods) or frame the contribution (pom-contribution-framing).
- ▌ Poq Data Analysis · thedixitjainUse when executing and reporting the analysis for a Public Opinion Quarterly (POQ) manuscript so it survives expert, double-blind review — design-based inference that respects survey weights, strata, and clusters, honest uncertainty, robustness, and reproducibility. POQ verifies that code reproduces every table and figure. Guides analysis norms; it does not fabricate results.
- ▌ Postgres Patterns · thedixitjain> PostgreSQL database patterns for query optimization, schema design, indexing, and security. Quick reference for common patterns, index types, data types, and anti-pattern detection. Based on Supabase best practices.
- ▌ Red Data Analysis · thedixitjainUse when building or auditing the quantitative analysis behind a Review of Economic Dynamics (RED) manuscript — calibration, moment-matching, structural estimation, and numerical-solution discipline for dynamic models, plus reproducible-computation hygiene that the RED code-first culture expects. Lighter on raw empirics for purely theoretical papers; focused on numerical examples and reproducible computation there.
- ▌ Rje Data Analysis · thedixitjainUse when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry, auction, or reduced-form models, then running the robustness, counterfactual, and inference checks IO referees expect. Analysis discipline, not study design.
- ▌ Server Management · thedixitjainServer management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
- ▌ Shuffle JSON Data · thedixitjainShuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
- ▌ Smj Data Analysis · thedixitjainUse when estimating models and defeating endogeneity for a Strategic Management Journal (SMJ) manuscript — the single highest bar at SMJ. Executes and stress-tests the identification design from smj-methods; it does not design the study or build exhibits.
- ▌ Spark Job Creator · thedixitjain'Create spark job creator operations. Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job creator Part of the Data Pipelines skill category. Use when working with spark job creator functionality. Trigger with phrases like "spark job creator", "spark creator", "spark". '
- ▌ Spq Data Analysis · thedixitjainUse when executing and reporting the analysis for a Social Psychology Quarterly (SPQ) manuscript so it survives expert, masked review — honest uncertainty, robustness, sound measurement, and reporting appropriate to experiments, surveys/secondary data, or interpretive analysis in sociological social psychology. Guides analysis norms; it does not fabricate results.
- ▌ Stripe Automation · thedixitjainAutomate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
- ▌ Tar Data Analysis · thedixitjainUse when running and reporting the estimation for a The Accounting Review (TAR) manuscript — the estimator, fixed effects, standard-error clustering, robustness, and the data-authenticity / code-access documentation TAR requires. Executes and reports the analysis; it does not design identification (tar-methods) or frame the contribution (tar-contribution-framing).
- ▌ Turborepo Caching · thedixitjainConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
- ▌ Vldb Related Work · thedixitjainUse when positioning a PVLDB submission against prior literature, covering the deep database canon back to the 1980s VLDB proceedings, the SIGMOD/ICDE/CIDR neighborhood, concurrent work under rolling monthly deadlines, industrial and open-source systems as citable prior art, and overlap declarations for extended versions.
- ▌ Board Meeting · thedixitjain bundleMulti-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.
- ▌ Cfe Mechanism · thedixitjainUse when designing or writing mechanism analyses for a Journal-of-Finance-and-Economics (《财经研究》) empirical manuscript — mechanism tests are near-mandatory for the journal's empirical submissions. 使用时机:主回归已稳健但机制缺位、中介效应只跑了 Sobel 检验、审稿人追问"为什么会有这个效应"、或机制小节需要按本刊惯例独立成节并排除竞争性解释时。Covers 路径 A/B/C 的选择、时间一致性与可证伪性三原则、机制表呈现惯例与解读句改写。
- ▌ Cte Mechanism · thedixitjainUse when designing or writing mechanism analyses for a 《财贸经济》 empirical manuscript. Mechanism tests that open the "policy black box" and land on identifiable channels are near-mandatory for empirical submissions. 本技能服务于《财贸经济》(Finance & Trade Economics, CTE)。
- ▌ Eacl Workflow · thedixitjainUse when planning an EACL project timeline through ACL Rolling Review, covering the single viable ARR cycle with no fallback, backward planning from the one deadline, the rebuttal window, the commitment decision to EACL, notification, and camera-ready through ACL Anthology publication, plus re-routing since the next chance is another conference.
- ▌ Founder Coach · thedixitjain bundlePersonal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.
- ▌ Jf Robustness · thedixitjainUse when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript. Decides which checks are load-bearing; it does not design the main test.
- ▌ Jf Submission · thedixitjain bundleUse when running the final pre-submission preflight for The Journal of Finance (JF) — the AFA online portal, the tiered submission fee, the 60-page limit, the bundled Internet Appendix, code sharing, and disclosure statements.
- ▌ Jfqa Rebuttal · thedixitjainUse when planning the strategy and structure for a Journal of Financial and Quantitative Analysis (JFQA) revise-and-resubmit response — point-by-point replies to double-anonymous referees and the handling Managing Editor, new robustness/identification evidence, and code-archive readiness.
- ▌ Jfqa Workflow · thedixitjainUse when routing a Journal of Financial and Quantitative Analysis (JFQA) manuscript — decides which jfqa-* skill to use next across topic selection, literature positioning, identification, data analysis, contribution framing, tables/figures, writing style, the code-sharing archive, review process, submission preflight, and R&R rebuttal. Start here when unsure what to do next.
- ▌ Jibs Rebuttal · thedixitjainUse when planning revisions and drafting the point-by-point response letter after a Journal of International Business Studies (JIBS) revise-and-resubmit — prioritizing by the area editor's letter, executing the cross-national measurement, CMV, and (dynamic-)endogeneity work reviewers demand, and citing the relevant methods editorials. Drafts the revision and response; it does not interpret the decision (jibs-review-process).
- ▌ Jibs Workflow · thedixitjainUse when deciding which jibs-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of International Business Studies (JIBS) manuscript. Routes — it does not replace — the specialized skills.
- ▌ Jimf Rebuttal · thedixitjainUse when a Journal of International Money and Finance (JIMF) decision letter has arrived and you need a response-letter strategy for an R&R or a reject-and-resubmit. Plans the revision and response; it does not pre-empt objections before submission (jimf-referee-strategy).
- ▌ Jimf Workflow · thedixitjainUse when deciding which jimf-* sub-skill to invoke next, or when sequencing a Journal of International Money and Finance (JIMF) manuscript from topic through rebuttal. Routes — it does not replace — the specialized skills.
- ▌ Knowledge Ops · thedixitjain bundleUse when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., "validate this runbook before it goes into rotation", "audit our Confluence wiki for...
- ▌ Legal Advisor · thedixitjainDraft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.
- ▌ Made To Stick · thedixitjain bundleCraft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected, Concrete, Credible, Emotional, Stories). Use when the user mentions "make it memorable", "no one remembers our pitch", "tagline", "value proposition", "why the message isnt landing", "curse of knowledge", or "concrete language". Also trigger when writing a pitch deck, simplifying a complex product explanation, or making a presentation more compelling. Covers the six SUCCESs traits and the curse of knowledge. For narrative brand frameworks, see storybrand-messaging. For viral sharing, see contagious.
- ▌ Ngeo Revision · thedixitjainUse when responding to Nature Geoscience referee reports or editor decisions — point-by-point reply, resubmission, and the Nature Portfolio appeal route. Structures the response and revision; does not redraft the science from scratch.
- ▌ Review Resume · thedixitjainComprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure. Use when reviewing a PM resume, preparing for job applications, or improving resume impact.
- ▌ Rfp Responder · thedixitjain bundleUse when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across requirements, and producing a Shipley-derived winrate estimate that informs a bid / no-bid / partner-bid recommendation. For Bid Managers, Proposal Leads, Directors of Sales, and Sales Engineers at the response-strategy moment. Surfaces GAP requirements explicitly — never invents claims. NOT free-form proposal narrative authoring, NOT contract redline, NOT marketing collateral.
- ▌ Acl Submission · thedixitjainUse when auditing an ACL submission before an ACL Rolling Review cycle deadline, covering long/short paper page budgets, the mandatory Limitations section, Responsible NLP checklist, anonymized PDFs and supplements, preprint declarations, dual-submission rules, resubmission linking, and ARR desk-reject triggers on OpenReview.
- ▌ Azure AI Ml Py · thedixitjain bundle| Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".
- ▌ Bigquery AI Ml · thedixitjain bundle>- Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, detect outliers, find key drivers, or leverage generative AI capabilities in BigQuery.
- ▌ Data Scientist · thedixitjainExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
- ▌ Icsme Workflow · thedixitjainUse when planning an IEEE ICSME project timeline from venue and track choice through abstract registration, paper submission, the early-decision cut and author-response rebuttal, notification, IEEE Xplore camera-ready, the ROSE-Festival artifact evaluation, and presentation, with backward-planning offsets for a maintenance/evolution paper and honest handling of the single-annual-round calendar.
- ▌ LLM Evaluation · thedixitjainMaster comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
- ▌ Prl Submission · thedixitjain bundleUse when running the final pre-submission preflight for a Physical Review Letters manuscript — length check, format, files, Supplemental Material, classification, author info, and metadata. Verifies submission readiness; does not write content.