thedixitjain

@thedixitjain source repo

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2 repo stars
2 weeks ago last updated

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Icra Camera Ready · thedixitjain
Use when converting an accepted ICRA paper into its final form — the 8-page total limit including references, de-anonymization after double-anonymous review, PaperPlaza final upload and PDF compliance, IEEE electronic copyright transfer, final video, author registration requirements, and IEEE Xplore publication.

2 repo stars
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Insecure Defaults · thedixitjain bundle
Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing config management, or analyzing environment variable handling.

2 repo stars
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Isms Audit Expert · thedixitjain bundle
Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.

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Jama Cover Letter · thedixitjain
Use when drafting the editor-facing cover letter that pitches a JAMA manuscript's general medical importance and confirms compliance. Frames the pitch and declarations; it does NOT write the manuscript or the abstract.

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Ndss Related Work · thedixitjain
Use when positioning an NDSS submission against prior literature — sweeping the security big four plus the specialist venues, writing precise deltas, verifying every citation against NDSS's open proceedings and dblp, and keeping self-reference double-blind.

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Pentest Checklist · thedixitjain
Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective remediation of discovered vulnerabilities.

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Privacy By Design · thedixitjain bundle
Use when building apps that collect user data. Ensures privacy protections are built in from the start—data minimization, consent, encryption.

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Sensys Submission · thedixitjain
Use when running the final pre-upload audit of a SenSys submission — confirming the right per-edition HotCRP site and which of the two deadlines is open, the AoE cutoff in local time, the 12/6-page double-column cap, the double-blind sweep including hardware and deployment leaks, and the resubmission-with-revision contract at the second deadline.

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Hlr Student Editor Review · thedixitjain
Use when working with Harvard Law Review (HLR) student editors after an offer — the intensive substantive and technical edit, the cite-check / source-pull, and author responsiveness. Manages the relationship and process; it does not run the pre-offer placement (hlr-placement-strategy) or the author-side cite apparatus build (hlr-footnotes-and-cite-check).

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Humrel Theory Development · thedixitjain
Use when building the theoretical engine for a Human Relations (HR) manuscript — mechanisms grounded in social theory, process vs. variance logic, constructs, and boundary conditions. Builds the argument; it does not choose methods or run analysis.

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Meeting Insights Analyzer · thedixitjain
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

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Msom Contribution Framing · thedixitjain
Use when turning analytical or empirical results into an explicit operations contribution for a Manufacturing & Service Operations Management (M&SOM) manuscript — stating the managerial implication, the new operational insight, and why an operations decision is central, including the structured-abstract framing M&SOM requires.

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Returns Reverse Logistics · thedixitjain bundle
Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management.

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Worlddev Referee Strategy · thedixitjain
Use when anticipating the objections a World Development (WD) manuscript will draw under double-anonymized, multidisciplinary review. Pre-empts referee pushback before submission; it does not invent evidence or citations.

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Ad Campaign Analyzer · thedixitjain
Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend", "reallocate my ad budget", "which ads are actually working", or "ROAS analysis". Do not trigger for campaign planning or creative generation without performance data.

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Apify Trend Analysis · thedixitjain bundle
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.

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Clay Core Workflow A · thedixitjain
'Build a complete lead enrichment pipeline using Clay tables, webhooks, and waterfall enrichment. Use when building lead generation features, enriching prospect lists, or creating automated data enrichment workflows. Trigger with phrases like "clay lead enrichment", "clay main workflow", "enrich contacts in clay", "clay prospect list", "clay enrichment pipeline". '

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Clay Core Workflow B · thedixitjain
'Use Claygent AI research and AI-powered personalization to generate outreach copy from enriched data. Use when writing personalized email openers, running Claygent research prompts, or configuring AI columns for campaign personalization at scale. Trigger with phrases like "clay AI personalization", "claygent research", "clay outreach copy", "clay secondary workflow", "clay AI column". '

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Ecta Topic Selection · thedixitjain
Use when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement. Diagnoses fit and frames the contribution — it does not write proofs (use ecta-theory-model) or position against the literature (use ecta-literature-positioning).

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Eurosys Related Work · thedixitjain
Use when positioning a EuroSys submission in the systems literature — mapping the SOSP/OSDI/NSDI/ATC/ASPLOS neighbor space plus EuroSys's own two-decade proceedings line, handling concurrent arXiv and workshop versions under double-blind rules, and declaring overlap with earlier submissions of the same work.

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Jmsc Fit Positioning · thedixitjain
Use when judging whether a manuscript fits 《管理科学学报》 (Journal of Management Sciences in China) — a 数理/定量 (mathematical / quantitative) management-science journal whose deliverable is a model plus provable properties plus an algorithm. Use when the draft is regression coefficients + policy talk, or survey-SEM, to detect OFF-FIT and re-route to 管理世界 / 南开管理评论 / 金融研究. Use before drafting and whenever a reviewer asks whether the contribution is in method or in conclusion.

2 repo stars
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Journal Of Marketing · thedixitjain
Use when targeting Journal of Marketing (JM) or deciding whether a marketing 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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Jppm Topic Selection · thedixitjain
Use when testing whether a research question is policy-first enough for the Journal of Public Policy & Marketing (JPP&M), and which of its domains and paper shapes it fits, before design and data are locked. Settles fit and outlet; it does not build the theory of the policy lever (jppm-theory-development).

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Mailchimp Automation · thedixitjain
Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

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Marketing Psychology · thedixitjain
Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.

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Mksc Topic Selection · thedixitjain
Use when choosing or sharpening the research question for a Marketing Science manuscript — testing whether a marketing problem is important AND admits a formal model (structural or analytical), and whether Marketing Science (not JCR/JMR/Management Science) is the right venue.

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Mobisys Related Work · thedixitjain
Use when positioning a MobiSys submission against the mobile-systems literature — offload, on-device ML, mobile OS and runtimes, sensing services, and energy — covering the right lanes, handling concurrent work, verifying that cited "MobiSys papers" are MobiSys rather than MobiCom/SenSys/OSDI, and self-citing without breaking double-blind.

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Neurips Related Work · thedixitjain
Use when positioning a NeurIPS submission against current-cycle ML literature, contemporaneous work, preprints, neighboring conferences, and the exact technical delta from prior methods.

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Sigcomm Related Work · thedixitjain
Use when positioning an ACM SIGCOMM submission against the networking literature — sweeping SIGCOMM, NSDI, MobiCom, CoNEXT, IMC, and SIGMETRICS plus journals, proving each placement via dblp and the ACM Digital Library, distinguishing main-track papers from CCR editorials, handling concurrent work, and keeping self-citation double-blind-safe.

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Social Media Manager · thedixitjain bundle
When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer.

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Socs Fit Positioning · thedixitjain
Use to judge whether a manuscript fits 《社会学研究》 (Sociological Studies) — distinguishing a genuine sociological problematic from an economics-style policy-evaluation paper, and re-routing the latter to economics or cross-disciplinary journals. Use first, before drafting, when discipline fit is uncertain.

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Storybrand Messaging · thedixitjain bundle
Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions "brand message", "website copy", "elevator pitch", "one-liner", "brand script", "StoryBrand framework", "customer as hero", or "my messaging isnt resonating". Also trigger when rewriting homepage copy, crafting email nurture sequences, or creating consistent messaging across sales and marketing collateral. Covers landing page copy, marketing collateral, and consistent communication. For memorable messaging, see made-to-stick. For product positioning, see obviously-awesome.

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Adobe CI Integration · thedixitjain
'Configure CI/CD pipelines for Adobe integrations with GitHub Actions, including OAuth credential injection, PDF Services testing, Firefly API smoke tests, and secret scanning for Adobe credential patterns. Trigger with phrases like "adobe CI", "adobe GitHub Actions", "adobe automated tests", "CI adobe", "adobe pipeline". '

2 repo stars
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Attio CI Integration · thedixitjain
'Configure CI/CD pipelines for Attio integrations with GitHub Actions, mock-based unit tests, and live API integration tests. Trigger: "attio CI", "attio GitHub Actions", "attio automated tests", "CI attio", "attio pipeline", "test attio in CI". '

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Bitbucket Automation · thedixitjain
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.

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Clade CI Integration · thedixitjain bundle
"Test and validate Claude integrations in CI/CD pipelines \u2014\nUse\ \ when working with ci-integration patterns.\nGitHub Actions, mocking strategies,\ \ and cost control.\nTrigger with \"anthropic ci\", \"test claude in ci\", \"anthropic\ \ github actions\",\n\"claude automated testing\".\n"

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Clerk CI Integration · thedixitjain bundle
'Configure Clerk CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Clerk tests into your build process. Trigger with phrases like "clerk CI", "clerk GitHub Actions", "clerk automated tests", "CI clerk", "clerk pipeline". '

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Dnanexus Integration · thedixitjain bundle
Build and operate reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow. Use for DNAnexus data transfers, dxapp.json development, execution monitoring, workflow import, and project automation.

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Error Mapping Helper · thedixitjain
'Configure with error mapping helper operations. Auto-activating skill for API Integration. Triggers on: error mapping helper, error mapping helper Part of the API Integration skill category. Use when working with error mapping helper functionality. Trigger with phrases like "error mapping helper", "error helper", "error". '

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Firecrawl Automation · thedixitjain
Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.

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Freshdesk Automation · thedixitjain
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.

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Google Workspace CLI · thedixitjain bundle
Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona bundles. Use for Google Workspace admin, gws CLI setup, Gmail automation, Drive management, or Calendar scheduling.

2 repo stars
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Google Workspace Ops · thedixitjain
Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping to raw tool calls.

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Googleads Automation · thedixitjain
Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.

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Latchbio Integration · thedixitjain bundle
Build, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying Latch workflows, configuring resources or interfaces, moving data, integrating Registry, or launching and monitoring runs.

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Long Polling Handler · thedixitjain
'Manage long polling handler operations. Auto-activating skill for API Integration. Triggers on: long polling handler, long polling handler Part of the API Integration skill category. Use when working with long polling handler functionality. Trigger with phrases like "long polling handler", "long handler", "long". '

2 repo stars
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Ms365 Tenant Manager · thedixitjain bundle
Microsoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin tasks, Azure AD user management, Exchange Online configuration, Teams administration, and security policies. Generate PowerShell scripts for bulk operations, Conditional Access policies, license management, and compliance reporting. Use for M365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.

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N8n MCP Tools Expert · thedixitjain
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.

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Not Human Search MCP · thedixitjain
Search AI-ready websites, inspect indexed site details, verify MCP endpoints, and discover tools and APIs using the Not Human Search MCP server

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One Drive Automation · thedixitjain
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.

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Replicate Automation · thedixitjain
Automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions, and manage prediction history via the Composio MCP integration.

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Response Transformer · thedixitjain
'Transform response transformer operations. Auto-activating skill for API Integration. Triggers on: response transformer, response transformer Part of the API Integration skill category. Use when working with response transformer functionality. Trigger with phrases like "response transformer", "response transformer", "response". '

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Zapier Make Patterns · thedixitjain
No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points.

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Zoho Desk Automation · thedixitjain
Zoho Desk automation via Rube MCP -- toolkit not currently available in Composio; no ZOHO_DESK_ tools found

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Elevenlabs Hello World · thedixitjain bundle
| Generate your first ElevenLabs text-to-speech audio file. Use when starting a new ElevenLabs integration, testing your setup, or learning basic TTS API patterns before wiring voice into a real app. Trigger with "elevenlabs hello world", "elevenlabs example", "elevenlabs quick start", "first elevenlabs TTS", "text to speech demo".

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Hig Components Dialogs · thedixitjain bundle
Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.

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Minimax Music Playlist · thedixitjain
> Generate personalized music playlists by analyzing the user's music taste and generation feedback history. Triggers on any request involving playlist generation, music taste profiling, or personalized music recommendations. Supports multilingual triggers — match equivalent phrases in any language.

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Seek And Analyze Video · thedixitjain
Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

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Siggraph Supplementary · thedixitjain
Use when planning the SIGGRAPH / TOG supplemental package, especially the results video that reviewers weight heavily, plus comparison galleries, additional results, code and data, and appendices, and when deciding what evidence must live in the 7-page body versus the supplemental material.

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Adobe Core Workflow B · thedixitjain
'Execute Adobe PDF Services workflow: create PDFs from HTML/DOCX, extract text/tables, document generation from templates, and PDF-to-Markdown conversion. Use when building document automation, extracting content from PDFs, or generating dynamic reports. Trigger with phrases like "adobe pdf", "pdf services", "extract pdf", "create pdf", "document generation", "pdf to markdown". '

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Dart Flutter Patterns · thedixitjain
本番環境対応のDartおよびFlutterパターンは、null安全性、不変状態、非同期構成、ウィジェットアーキテクチャ、人気のある状態管理フレームワーク（BLoC、Riverpod、Provider）、GoRouterナビゲーション、Dioネットワーキング、Freezedコード生成、クリーンアーキテクチャをカバー。

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Macos Screen Recorder · thedixitjain
macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills the headless-screen-recording-with-system-sound gap QuickTime and `screencapture -v` can't.

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PDF Conversion Router · thedixitjain
Use when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extraction route, settings, and cleanup strategy for maximum fidelity and readability.

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Backlog Grooming Assistant · thedixitjain
'Execute backlog grooming assistant operations. Auto-activating skill for Enterprise Workflows. Triggers on: backlog grooming assistant, backlog grooming assistant Part of the Enterprise Workflows skill category. Use when working with backlog grooming assistant functionality. Trigger with phrases like "backlog grooming assistant", "backlog assistant", "backlog". '

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Brainstorm Experiments New · thedixitjain
Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.

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Chief Data Officer Advisor · thedixitjain bundle
Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill — strategic decisions only.

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Requirements Analysis Plus · thedixitjain bundle
Parse Word/HTML/JSON/Markdown/Excel requirement files and produce a structured analysis conclusion.

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Bevy Ecs Expert · thedixitjain
Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.

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Jama Submission · thedixitjain bundle
Use when running the final pre-submission preflight for a JAMA manuscript — word/format limits, required statements, checklist and flow-diagram files, disclosures, and portal steps. Verifies completeness; it does NOT write or analyze content.

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Sensys Workflow · thedixitjain
Use when planning a SenSys campaign against the two-deadline calendar — deciding which deadline to target and which edition it feeds, backward-scheduling so energy campaigns and long-term deployments finish before freeze, budgeting time for the resubmission-with-revision path, and sequencing fit, building, writing, and submission.

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Gpt 5 6 Prompt Builder · thedixitjain
Build, transform, audit, and migrate prompts for GPT-5.6 Sol using outcome-first contracts, explicit success criteria, evidence and tool rules, approval boundaries, output requirements, and stop conditions. Use when someone asks for a GPT-5.6 prompt, wants an existing prompt optimized for GPT-5.6, or needs a prompt stack adapted from an older model.

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Arquiteto De Empresa · thedixitjain bundle
Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle — a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans and agents. Guides the founder through a 12-phase interview (foundation, strategy, market, financial, sales, marketing, product, operations, tech, people, legal, governance), one phase at a time, few questions per block, and generates the concepts as conformant markdown. Trigger when the user wants to create, structure, or document an entire company in folders and .md files; when they mention build my company from scratch, company as code, company knowledge base for AI to read, company wiki for agents, OKF, or knowledge bundle. In English.

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Embedding Strategies · thedixitjain
Guide to selecting and optimizing embedding models for vector search applications.

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Aaag Review Process · thedixitjain
Use when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by area, 1-3 referees (one being the editor or designate), decision categories, and what desk-rejects a paper. Sets expectations; it does not write the paper or the response letter.

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Aamas Supplementary · thedixitjain
Use when preparing AAMAS supplementary material - proofs, extended game and mechanism definitions, extra multiagent experiments, opponent-set details, and the anonymized artifact zip - under the size cap, anonymity, and reviewer-discretion limits, including how to split a game-theory-plus-experiments paper across the 8-page body and the supplement.

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Aas Reproducibility · thedixitjain
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 提升实验可复现性、组织复现包、防范数据污染时调用。覆盖环境与依赖固定、随机种子与多次运行、数据划分与防泄露、控制仿真的求解器/步长/系统参数记录、超参数与调参协议披露、以及配合双盲的匿名化复现材料，帮助控制/自动化/模式识别方向的中文稿在 Acta Automatica Sinica 外审中经得起"结果能否复现"的追问。

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Accounting Research · thedixitjain
Use when targeting 《会计研究》(Accounting Research) — the top accounting journal of the Accounting Society of China. Apply to financial accounting, auditing, management accounting, disclosure/governance, and tax papers, emphasizing archival capital-market identification, accurate institutional/standard-setting detail, and contribution to accounting theory and practice. Distinguishes accounting framings from generic corporate finance.

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Acl Reproducibility · thedixitjain
Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute reporting, prompt and decoding disclosure for LLM experiments, data contamination auditing, variance across runs, and checklist-to-paper consistency.

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Acr Fit Positioning · thedixitjain
Use when judging whether a manuscript's landing point is an ACCOUNTING issue (accounting information / disclosure / audit / standards) versus a corporate-finance mechanism, before drafting for 《会计研究》 (Accounting Research). Use this to decide fit and to re-route finance-mechanism papers to a finance journal before any other acr-* skill.

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Acr Topic Selection · thedixitjain
Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's institutional setting, accounting theory, and standard-setting / practice relevance. Use before literature review.

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Acs Central Science · thedixitjain
Use when targeting ACS Central Science (ACS Cent. Sci.) or deciding whether a chemistry manuscript fits this open-access, broad, high-impact venue for chemistry of central importance. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

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Advmat Cover Letter · thedixitjain
Use when drafting the cover letter for an Advanced Materials submission, whose core job is to convince the editor that the work is a genuine materials advance of broad impact worthy of the journal. Argues the impact case; does not fix the science or format the manuscript.

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Aerj Review Process · thedixitjain
Use to understand how an American Educational Research Journal (AERJ) manuscript will be judged — masked/double-anonymous peer review, desk screening, integrated-journal fit, and decision categories. Sets expectations and informs strategy; it does not contact editors or reviewers.

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Aerj Tables Figures · thedixitjain
Use when building tables and figures for an American Educational Research Journal (AERJ) manuscript. Exhibits must be self-contained, accessible, and formatted to APA 7th edition, and they must be anonymized for masked review. Improves exhibits; it does not generate data.

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Aes Reproducibility · thedixitjain
当你为《电子学报》(Acta Electronica Sinica, AES) 稿件强化可复现性与实验可重复时使用。覆盖电子/信息/信号处理/通信类工作的实验环境记录、随机性控制、数据与预处理透明、算法伪代码与超参数完整披露、硬件与仿真工具链版本、统计显著性与多次运行、以及在中文学报正文与附录里如何组织可复现信息。帮助作者用可复现性作为通过《电子学报》外审、抵御"结果无法重复"质疑的核心竞争力，而非事后补救。

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Aes Topic Selection · thedixitjain
当你为《电子学报》(Acta Electronica Sinica, AES) 判断选题是否对口、定位到合适栏目/学科方向时使用。覆盖本刊电子科学与技术、信息与通信工程、信号与信息处理、电路与系统、电磁场与微波、集成电路等学科侧重，如何评估选题的创新性与本刊契合度、区别于计算机类与控制类兄弟刊、判断投中文《电子学报》还是英文姊妹刊 Chinese Journal of Electronics、以及原创论文与综述的定位差异。帮助作者在动笔前就把选题放进《电子学报》的正确坐标，避免因不对口在初审被退。

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Agsy Review Process · thedixitjain
Use to understand how Agricultural Systems (AgSy) evaluates a manuscript — single-anonymized peer review with a minimum of two reviewers and an editor decision, desk screening for fit and systems content, what reviewers weigh, and the rapid-review track for Perspectives. Sets expectations and shapes the paper to survive review; it does not contact editors.

2 repo stars
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Ajps Review Process · thedixitjain
Use to understand how the American Journal of Political Science (AJPS) evaluates a manuscript — double-blind peer review, desk screening, decision categories, the methodology-only Research Note and Correspondence routes, and the third-party verification that follows acceptance. Sets expectations and shapes the paper to survive review; it does not contact editors.

2 repo stars
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Ajps Tables Figures · thedixitjain
Use when building tables and figures for an American Journal of Political Science (AJPS) manuscript. AJPS counts table/figure headers and notes toward the word limit, and the deposited code must regenerate every exhibit exactly for third-party verification. Designs self-contained, reproducible exhibits; it does not run the analysis.

2 repo stars
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Ajs Research Design · thedixitjain
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic, network, or formal. AJS judges each kind of work by the standards of its tradition; the design must support the theoretical claim. Defends the design; it does not run the analysis.

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Ajs Theory Building · thedixitjain
Use when building the theoretical argument of an American Journal of Sociology (AJS) manuscript into a portable, discipline-level contribution. AJS prizes theoretical ambition above a bare finding — explicit concepts, mechanisms, and scope conditions, in the idiom of the work (quantitative, comparative-historical, ethnographic, or formal). Structures the argument; it does not run analyses.

2 repo stars
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Ajs Topic Selection · thedixitjain
Use when deciding whether a sociology project fits the American Journal of Sociology (AJS) and how to frame it. AJS is the discipline's oldest generalist journal, with a premium on theoretical ambition and dialogue with current sociology; the test is general significance plus a portable theoretical payoff, not subfield novelty alone. Helps frame the question; it does not collect data.

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Amanthro Submission · thedixitjain bundle
Use when running the final pre-submission preflight for American Anthropologist (AA) via the Research Exchange platform — section selection, anonymization, word/abstract caps, Chicago author-date (free-format accepted), DOIs, ORCID, ethics statement, and figure permissions/alt text. Final checks; it does not draft content.

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Amj Topic Selection · thedixitjain
Use when scoping or sanity-checking a research question for an Academy of Management Journal (AMJ) manuscript — fit, theory-drivenness, and feasibility. Decides whether the idea can earn a theoretical contribution; it does not build the theory itself (use amj-theory-development) or position the literature (amj-literature-positioning).

2 repo stars
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Anmath Cover Letter · thedixitjain
Use when drafting the cover note to the editors for an Annals of Mathematics submission — concisely conveying the main result, its significance, scope fit, and any priority/overlap disclosures. Frames the submission; does not write the paper. Verify whether a cover letter is requested on the official submission page.

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Apsr Review Process · thedixitjain
Use to understand how the American Political Science Review (APSR) evaluates a manuscript — double-anonymous review, desk-rejection screening (remit / ethics / substance), the reject / accept / revise-and-resubmit decision categories, editor discretion, and the Registered Reports route. Sets expectations and shapes the paper to survive review; it does not contact editors.

2 repo stars
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Apsr Tables Figures · thedixitjain
Use when building tables and figures for an American Political Science Review (APSR) manuscript so exhibits are self-contained, accessible, and count toward the word budget correctly. APSR word counts include tables, figures, and printed footnotes, so exhibits must earn their space. Designs exhibits; it does not run the analysis.

2 repo stars
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Ase Reproducibility · thedixitjain
Use when building the open-science and reproducibility story for an ASE (IEEE/ACM Automated Software Engineering) submission, covering the mandatory Data Availability Statement, anonymized-but-runnable tools, tool and subject-system provenance pinning, cached LLM outputs, and staging for the ACM Available/Reusable artifact badges.

2 repo stars
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Ase Topic Selection · thedixitjain
Use when deciding whether a software-engineering project belongs at ASE (IEEE/ACM Automated Software Engineering) or should be routed to ICSE, ESEC/FSE, ISSTA, a PL venue, or an SE journal, and when distinguishing ASE by its automation-centric contribution shape, its tool/technique emphasis, and its AI4SE/SE4AI scope.

2 repo stars
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Asq Topic Selection · thedixitjain
Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands. Sharpens the puzzle and the contribution claim; it does not design the study or write theory sections.

2 repo stars

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