thedixitjain

@thedixitjain source repo

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Jru Writing Style · thedixitjain
Use when the prose of a Journal of Risk and Uncertainty (JRU) manuscript must convey a decision model and its measurement with precision. Sharpens abstract, intro, and exposition for a risk/uncertainty audience; it does not invent evidence or citations.

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Jue Writing Style · thedixitjain
Use when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience. Sharpens the writing to JUE house voice; it does not run analysis or build exhibits. Late-stage — invoke after identification and the mechanism settle.

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Kdd Writing Style · thedixitjain
Use when revising a KDD paper into the venue's register, where the first page names a data regime, a mechanism, and scale evidence, efficiency adjectives trace to design decisions, and two-column sigconf pages punish sprawl. Covers Research vs ADS voice, dataset-size discipline, assertive contribution bullets, and 8-page compression.

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

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Ngeo Cover Letter · thedixitjain
Use when writing the cover letter for a Nature Geoscience submission, which must convince an in-house editor that the work is a broad-interest Earth-system advance appropriate for a diverse readership. Drafts the editorial case; does not edit the manuscript itself.

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Oopsla Submission · thedixitjain
Use when preparing or auditing an OOPSLA submission — picking between the two yearly PACMPL rounds, meeting the 23-page acmsmall anonymous format, writing the required Data-Availability Statement, clearing double-anonymous and concurrent-submission checks, and filing correctly on HotCRP before a firm AoE deadline.

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Org Chart Creator · thedixitjain
'Create org chart creator operations. Auto-activating skill for Visual Content. Triggers on: org chart creator, org chart creator Part of the Visual Content skill category. Use when working with org chart creator functionality. Trigger with phrases like "org chart creator", "org creator", "org". '

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Ors Writing Style · thedixitjain
Use when polishing the prose and notation of an Operations Research (OR) manuscript — enforcing the equation-free introduction, the text-only abstract under 200 words, clean theorem-proof exposition, and INFORMS author-year house style. Polishes language and house style; it does not formulate the model (ors-theory-development) or run the submission preflight (ors-submission).

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Phg Writing Style · thedixitjain
Use when polishing a Progress in Human Geography (PiHG) review essay to house style — the argument-forward review voice, SAGE Harvard referencing, the ~8,000-word inclusive cap, ~100-word unstructured abstract, and 5+ keywords. Polishes prose and format; it does not build the argument.

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Pnasnexus Writing · thedixitjain
Use to choose the PNAS Nexus article type, structure the main text, and hold the page-based length budget — Research Report / Brief Report / Perspective / Review / Registered Report — keep Materials and Methods in the main text, and select the required research-area classification at submission.

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Pom Writing Style · thedixitjain
Use when revising the prose of a Production and Operations Management (POM) manuscript — front-loading the operations problem, balancing theory with practice relevance, applying author-year citations, and enforcing the 32-page cap with an e-companion split. Polishes prose; it does not build the model (pom-theory-development) or design exhibits (pom-tables-figures).

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Poq Writing Style · thedixitjain
Use when drafting or polishing a Public Opinion Quarterly (POQ) manuscript so it reads for a public-opinion and survey-methodology audience and fits the type caps (Original Article ≤ 6,500 words of text and notes; Research Note < 3,000; Polls in Context ≤ 2,500). POQ word counts cover text and notes but exclude figures, tables, references, and appendices. Tightens prose and format; it does not invent content.

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Prl Writing Style · thedixitjain
Use when polishing the prose of a Physical Review Letters manuscript for APS house style, concision, precise notation, and out-of-subfield readability. Polishes language; does not restructure the result or manage length budget.

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Qe Review Process · thedixitjain
Use to understand and plan around the Quantitative Economics (QE) editorial timeline — desk-reject risk, external refereeing, ~4-5 month target turnaround, 12-month revise windows, the Econometrica-transfer route, and the pre-acceptance ES Data Editor check. Sets expectations; it does not draft the paper.

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Qje Writing Style · thedixitjain
Use when polishing prose, abstract, and introduction for a Quarterly Journal of Economics (QJE) manuscript so the big idea lands fast for a general-interest reader. Reflects QJE's house style — long, ambitious, narrative-driven empirical papers. Polishes exposition; it does not change results or design.

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Red Writing Style · thedixitjain
Use when applying Review of Economic Dynamics (RED) house style — the stand-alone abstract not exceeding 250 words, author-year (Harvard-style) references, 1 to 6 keywords, LaTeX via Elsevier's elsarticle class under "your paper your way", and the generative-AI declaration. Drafting conventions for a quantitative dynamic paper; it does not invent results.

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Restud Submission · thedixitjain bundle
Use when running the final pre-submission preflight for a The Review of Economic Studies (REStud) manuscript — double-anonymity, the ~45-page limit, Harvard author-date references, online appendix, the USD submission fee, and the Editorial Express portal. Last gate before submitting; does not assess the science. Verify current limits and fee on the journal's official page.

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Revacc Submission · thedixitjain bundle
Use when a Review of Accounting Studies (RAST) manuscript is close to submission and needs the Editorial Manager preflight — anonymization for double-blind review, the submission fee and its deadline, file completeness, and format compliance. Runs the preflight; it does not polish prose (revacc-writing-style) or plan the review cycle (revacc-review-process).

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Rfs Writing Style · thedixitjain
Use as a late-stage polish when prose, contribution framing, or the abstract/introduction is the bottleneck for a The Review of Financial Studies (RFS) manuscript. Sharpens exposition; does NOT change the empirics, identification, or results.

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Rje Writing Style · thedixitjain
Use to make a manuscript conform to The RAND Journal of Economics (RJE) Style Guide — author-date citations with no page numbers, references with no issue numbers, numbered sections with unnumbered subsections, flush-right equation numbering, and the journal's distinctive house usage rules. Style and usage polish, not content drafting.

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Rof Writing Style · thedixitjain
Use when revising a Review of Finance manuscript for a 150-word abstract, double-blind wording, Chicago-style references, first-order finance framing, two-round review discipline, and 60-page total manuscript constraint.

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Scroll Experience · thedixitjain
Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winning web experiences.

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Smj Writing Style · thedixitjain
Use for late-stage prose polish of a Strategic Management Journal (SMJ) manuscript — clarity, structure, and house style. Improves the writing; it does not change the theory, analysis, or contribution claim.

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Smr Writing Style · thedixitjain
Use when revising prose for a Sociological Methods & Research (SMR) manuscript — methods-paper introduction arc, ASA citation style, the ≤150-word non-parenthetical abstract, and clear exposition of estimands, assumptions, and results. Edits prose and conformance; does not derive or simulate.

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Socc Related Work · thedixitjain
Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the data-management literature (SIGMOD, VLDB), writing delta-first contrast rather than a citation catalog, keeping self-citations dual-anonymous, and handling concurrent, preprint, and prior-version overlap.

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Spq Writing Style · thedixitjain
Use when drafting or polishing a Social Psychology Quarterly (SPQ) manuscript so it reads for a sociological-social-psychology audience, follows the ASA Style Guide, and fits the word caps (Articles ~10,000 words; Notes ~5,000; abstract ~150 words, non-identifying, with keywords). Tightens prose and format; it does not invent content.

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Ssi Writing Style · thedixitjain
当需要按《中国科学：信息科学》(Scientia Sinica Informationis, SSI) 的中文科技写作规范撰写或打磨稿件时调用。覆盖首页弧线（问题→现状不足→贡献→证据→意义）、中英文双语摘要与关键词、标题、量与单位、变量正斜体、图表与公式规范、参考文献著录（GB/T 7714 与否待核实）、中图分类号、基金著录、以及本刊强调的科学价值与创新高度的表达。作为国家级大信息学科综合旗舰，本刊要求中文表达严谨、英文摘要国际可读，与英文姊妹刊 Science China Information Sciences 并行。

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Summarize Meeting · thedixitjain
Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

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Tar Writing Style · thedixitjain
Use when polishing the prose of a The Accounting Review (TAR) manuscript — front-loading the result, writing for an accounting audience, enforcing Chicago Manual of Style house conventions, the 150-word abstract, and full author anonymization for double-blind review. Polishes prose and style; it does not fix a thin contribution (tar-contribution-framing) or run the submission preflight (tar-submission).

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Uai Writing Style · thedixitjain
Use when revising a UAI manuscript for probabilistic-inference readers, enforcing precise notation for distributions, graphs, and interventions, explicit assumption and identifiability statements, an 8-page main part that carries the whole argument while proofs sit in the appendix, and claims calibrated to what the theory and experiments show.

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Vis Writing Style · thedixitjain
Use when revising an IEEE VIS paper for a task-grounded visualization contribution on the first page, a design rationale that ties each visual encoding and interaction to a task, evaluation matched to the contribution type, honest limitations, and disciplined use of the VGTC/TVCG 9+2 page budget for a paper that will be read as an IEEE TVCG journal article.

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Wber Theory Model · thedixitjain
Use when a development model is needed to interpret an empirical result or to run a policy counterfactual for a The World Bank Economic Review (WBER) manuscript, or when deciding whether a formal model is needed at all. Disciplines the model-to-data link and the counterfactual; it does not run estimation or write prose.

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Wp Review Process · thedixitjain
Use to understand how World Politics evaluates a manuscript — triple-blind review with author anonymity preserved through the editorial decision, at least two non-Princeton reviewers and often an editor, a roughly four-month decision target, scope screening, and the APSA human-subjects requirement. Sets expectations and shapes the paper to survive review; it does not contact editors.

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Writing Fragments · thedixitjain bundle
Writing, explore — mine raw fragments, no structure yet.

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Ylj Writing Style · thedixitjain
Use when revising prose to match The Yale Law Journal (YLJ) house style — clear, generalist-legible legal writing with a disciplined footnote-to-text balance. It governs voice and readability; it does not format citations (ylj-sources-and-bluebook) or sequence the argument (ylj-argument-structure).

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Agent Evaluation · thedixitjain
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks

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Agent Governance · thedixitjain
| Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: Building AI agents that call external tools (APIs, databases, file systems) Implementing policy-based access controls for agent tool usage Adding semantic intent classification to detect dangerous prompts Creating trust scoring systems for multi-agent workflows Building audit trails for agent actions and decisions Enforcing rate limits, content filters, or tool restrictions on agents Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)

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Agent Memory MCP · thedixitjain
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

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Anth Hello World · thedixitjain
'Create a minimal working Anthropic Claude Messages API example. Use when starting a new Claude integration, testing your setup, or learning basic Messages API patterns for text, vision, and streaming. Trigger with phrases like "anthropic hello world", "claude api example", "anthropic quick start", "simple claude code", "first messages api call". '

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Autonomous Loops · thedixitjain
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.

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Cav Camera Ready · thedixitjain
Use when preparing an accepted CAV (Computer Aided Verification) paper for its Springer LNCS open-access camera-ready, covering de-anonymization for the previously double-blind categories, the LNCS llncs template and Springer metadata (ORCID, author order, running heads), the copyright/open-access forms, integrating reviewer-required changes without scope creep, permanentizing artifact links, and the AEC badge handoff.

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Ecai Experiments · thedixitjain
Use when designing or auditing the evidence in an ECAI paper — choosing proof versus experiment by claim shape across ECAI's breadth (theory/KR, planning/search, ML, multi-agent, applied), fair baselines, seeds and spread, honest ablations, and provenance, all supporting a claim inside a 7-page body.

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Entra Agent User · thedixitjain
Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.

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Migrate To Codex · thedixitjain bundle
Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.

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Plan Orchestrate · thedixitjain
Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never invokes /orchestrate itself. Use when the user has a multi-step plan and wants to drive it through orchestrate without composing chains by hand.

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Skill Creator Ms · thedixitjain
Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.

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Tdd Orchestrator · thedixitjain
Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.

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Workflow Builder · thedixitjain bundle
Design and write deterministic multi-agent workflow scripts (.js files in .claude/workflows/) for Claude Code's Workflow tool. Use when a user wants to build, create, author, scaffold, or run a custom Claude Code workflow, orchestrate sub-agents (fan-out, pipeline, loop, judge-panel), or automate a repeatable multi-step task across fresh-context agents.

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Airflow Dag Generator · thedixitjain
'Generate airflow dag generator operations. Auto-activating skill for Data Pipelines. Triggers on: airflow dag generator, airflow dag generator Part of the Data Pipelines skill category. Use when working with airflow dag generator functionality. Trigger with phrases like "airflow dag generator", "airflow generator", "airflow". '

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Algolia Common Errors · thedixitjain
'Diagnose and fix the top Algolia API errors: 400, 403, 404, 429, ApiError, RetryError, and indexing failures. Trigger: "algolia error", "fix algolia", "algolia not working", "debug algolia", "algolia 429", "algolia 403". '

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Algolia Data Handling · thedixitjain
'Implement Algolia data handling: record transforms, PII filtering before indexing, data retention, GDPR/CCPA compliance with Algolia''s deleteByQuery and Insights deletion. Trigger: "algolia data", "algolia PII", "algolia GDPR", "algolia data retention", "algolia privacy", "algolia CCPA", "algolia data sync". '

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API Connector Builder · thedixitjain
ターゲットリポジトリの既存統合パターンに正確に一致する新しい API コネクターまたはプロバイダーを構築します。2 番目のアーキテクチャを発明せずに、1 つ以上の統合を追加するときに使用します。

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API Design Principles · thedixitjain bundle
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

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API Reference Creator · thedixitjain
'Create api reference creator operations. Auto-activating skill for Technical Documentation. Triggers on: api reference creator, api reference creator Part of the Technical Documentation skill category. Use when working with APIs or building integrations. Trigger with phrases like "api reference creator", "api creator", "api". '

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Apify Webhooks Events · thedixitjain bundle
'Implement Apify webhooks for Actor run notifications and event-driven pipelines. Use when setting up run completion alerts, building event-driven scraping pipelines, or configuring ad-hoc webhooks for individual runs. Trigger with "apify webhook", "apify events", "actor run notification", "apify run succeeded webhook", "apify ad-hoc webhook". '

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Appfolio Sdk Patterns · thedixitjain
'Apply production-ready patterns for AppFolio REST API integration. Trigger: "appfolio patterns". '

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Attio Core Workflow B · thedixitjain
'Manage Attio lists, entries, notes, and tasks via the REST API. Use when working with sales pipelines, kanban boards, CRM notes, or task assignments in Attio. Trigger: "attio lists", "attio entries", "attio pipeline", "attio notes", "attio tasks", "add to attio list". '

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Attio Webhooks Events · thedixitjain
'Implement Attio v2 webhooks -- subscribe to record/list/note/task events, verify signatures, filter by object or attribute, and handle idempotently. Trigger: "attio webhook", "attio events", "attio webhook signature", "handle attio events", "attio notifications", "attio real-time". '

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Bamboohr Install Auth · thedixitjain
'Install and configure BambooHR API authentication with HTTP Basic Auth. Use when setting up a new BambooHR integration, configuring API keys, or initializing BambooHR REST API access in your project. Trigger with phrases like "install bamboohr", "setup bamboohr", "bamboohr auth", "configure bamboohr API key", "bamboohr credentials". '

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Bamboohr Sdk Patterns · thedixitjain
'Apply production-ready BambooHR API patterns for TypeScript and Python. Use when implementing BambooHR integrations, building reusable clients, or establishing team coding standards for BambooHR REST API. Trigger with phrases like "bamboohr SDK patterns", "bamboohr best practices", "bamboohr code patterns", "idiomatic bamboohr", "bamboohr client wrapper". '

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Canva Core Workflow B · thedixitjain
'Execute Canva asset management, brand template autofill, and folder organization. Use when uploading assets, autofilling brand templates with dynamic data, or organizing designs into folders via the Connect API. Trigger with phrases like "canva assets", "canva brand template", "canva autofill", "canva folders", "canva upload image". '

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Canva Webhooks Events · thedixitjain
'Implement Canva Connect API webhook handling with JWK signature verification. Use when setting up webhook endpoints, handling Canva event notifications, or implementing real-time design collaboration features. Trigger with phrases like "canva webhook", "canva events", "canva notifications", "handle canva events", "canva JWK". '

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Clade Core Workflow A · thedixitjain bundle
'Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Use when looking for the primary Anthropic workflow. Trigger with "anthropic workflow", "claude main workflow". '

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Clade Enterprise Rbac · thedixitjain bundle
'Manage Anthropic workspaces, API keys, team access, and spending limits Use when working with enterprise-rbac patterns. for enterprise Claude deployments. Trigger with "anthropic workspace", "anthropic team management", "claude enterprise", "anthropic api key management". '

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Clade Webhooks Events · thedixitjain bundle
'Use Anthropic Message Batches for async bulk processing and event handling. Use when working with webhooks-events patterns. Trigger with "anthropic batches", "claude batch api", "anthropic async", "bulk claude processing", "anthropic webhook". '

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Clari Core Workflow A · thedixitjain
'Build a Clari forecast export pipeline to your data warehouse. Use when exporting forecast calls, quota data, and CRM totals from Clari to Snowflake, BigQuery, or a local database. Trigger with phrases like "clari forecast export", "clari data pipeline", "clari to snowflake", "clari to bigquery", "export clari data". '

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Clickup Data Handling · thedixitjain
'Handle ClickUp data exports, PII redaction, GDPR compliance, and data retention for ClickUp API integrations. Trigger: "clickup data", "clickup PII", "clickup GDPR", "clickup data retention", "clickup privacy", "clickup CCPA", "clickup data export". '

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Compression Optimizer · thedixitjain
'Optimize compression optimizer operations. Auto-activating skill for Data Pipelines. Triggers on: compression optimizer, compression optimizer Part of the Data Pipelines skill category. Use when working with compression optimizer functionality. Trigger with phrases like "compression optimizer", "compression optimizer", "compression". '

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Copilot Usage Metrics · thedixitjain bundle
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

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Discord Bot Architect · thedixitjain
Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.

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Django View Generator · thedixitjain
'Generate django view generator operations. Auto-activating skill for Backend Development. Triggers on: django view generator, django view generator Part of the Backend Development skill category. Use when working with django view generator functionality. Trigger with phrases like "django view generator", "django generator", "django". '

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Documenso Rate Limits · thedixitjain bundle
'Implement Documenso rate limiting, backoff, and request throttling patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Documenso. Trigger with phrases like "documenso rate limit", "documenso throttling", "documenso 429", "documenso retry", "documenso backoff". '

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File Format Converter · thedixitjain
'Convert file format converter operations. Auto-activating skill for Data Pipelines. Triggers on: file format converter, file format converter Part of the Data Pipelines skill category. Use when working with file format converter functionality. Trigger with phrases like "file format converter", "file converter", "file". '

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Gemini Omni Flash API · thedixitjain bundle
Use this skill for generative video editing, text-to-video, image-referenced video generation, and first-frame-to-video transition animations using the official google-genai SDK. Includes workflows for pre-processing/optimizing high-resolution or long source videos with ffmpeg,...

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Homelab Wireguard Vpn · thedixitjain
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients.

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Kpi Definition Helper · thedixitjain
'Configure with kpi definition helper operations. Auto-activating skill for Data Analytics. Triggers on: kpi definition helper, kpi definition helper Part of the Data Analytics skill category. Use when working with kpi definition helper functionality. Trigger with phrases like "kpi definition helper", "kpi helper", "kpi". '

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LLM Structured Output · thedixitjain
> Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.

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Odoo Module Developer · thedixitjain
Expert guide for creating custom Odoo modules. Covers __manifest__.py, model inheritance, ORM patterns, and module structure best practices.

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Orgstud Data Analysis · thedixitjain
Use when executing and reporting the analysis for an Organization Studies (OS) manuscript — qualitative coding and the data-to-theory ladder, process analysis, or quantitative estimation and robustness. Makes the evidence-to-theory link transparent; it does not design the study (see orgstud-methods).

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Popdevr Data Analysis · thedixitjain
Use when executing and reporting the analysis for a Population and Development Review (PDR, Wiley / Population Council) manuscript so it survives expert, double-anonymized review — correct rate construction, honest uncertainty, and demographic methods done right, with the development/policy meaning of each quantity made clear. Guides analysis and reporting norms; it does not fabricate results.

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Rate Limit Middleware · thedixitjain
'Manage rate limit middleware operations. Auto-activating skill for Backend Development. Triggers on: rate limit middleware, rate limit middleware Part of the Backend Development skill category. Use when working with rate limit middleware functionality. Trigger with phrases like "rate limit middleware", "rate middleware", "rate". '

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Wber Referee Strategy · thedixitjain
Use when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks (external validity, identification, data quality, policy relevance) and writing the cover letter. Plans defenses; it does not run new analysis.

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

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Adobe Cost Tuning · thedixitjain
'Optimize Adobe API costs across Firefly Services (generative credits), PDF Services (document transactions), and Photoshop/Lightroom APIs. Use when analyzing Adobe billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "adobe cost", "adobe billing", "adobe credits", "reduce adobe costs", "adobe pricing", "adobe budget". '

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Apify Cost Tuning · thedixitjain bundle
'Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger with "apify cost", "apify billing", "reduce apify costs", "apify pricing", "apify expensive", "apify budget", "compute units".'

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Ase Supplementary · thedixitjain
Use when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by decision-criticality so nothing that decides acceptance lives outside the reviewed pages under the 10+2 budget.

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Attio Cost Tuning · thedixitjain
'Optimize Attio API usage costs -- reduce request volume, select the right plan, monitor usage, and implement budget alerts. Trigger: "attio cost", "attio billing", "reduce attio costs", "attio pricing", "attio expensive", "attio budget", "attio usage". '

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Cfe Heterogeneity · thedixitjain
Use when designing or writing heterogeneity analysis for a Journal-of-Finance-and-Economics manuscript. Enforces five-dimension priority and theoretical-justification discipline.

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Change Management · thedixitjain bundle
Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.

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Channel Economics · thedixitjain bundle
Use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel ROI with cash / LTV / marginal lenses, and optimal channel mix subject to constraints. For Head of Commercial, RevOps, and VP Sales doing quarterly channel review when pipeline is mixed (e.g., 60% direct + 40% partner-led) and nobody actually knows which channel makes money after CAC, support load, partner discount, deal-velocity differences, retention differential, and overhead allocation are all loaded in. Outputs cost to serve, channel ROI verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT), a sensitivity-tested channel-mix recommendation, and the diminishing-returns inflection (e.g., 'which channel actually makes money — direct or partner?').

2 repo stars
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Clerk Cost Tuning · thedixitjain bundle
'Optimize Clerk costs and understand pricing. Use when planning budget, reducing costs, or understanding Clerk pricing model. Trigger with phrases like "clerk cost", "clerk pricing", "reduce clerk cost", "clerk billing", "clerk budget". '

2 repo stars
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Commercial Policy · thedixitjain bundle
Use when designing or revising a company's commercial policy — the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that Deal Desk and AEs operate under. Covers discount matrix design (ARR band x term length x payment terms x strategic value), commercial policy design, exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces). For Head of Commercial, Head of Deal Desk, VP Sales, or RevOps at the policy-design moment — NOT per-deal application (that is deal-desk) and NOT pricing model selection (that is pricing-strategist).

2 repo stars
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Commercial Skills · thedixitjain
Use when reviewing, approving, or designing commercial motion — pricing models, deal review, discount approval, partnership economics, channel mix, commercial policy, RFP/RFI response, bookings forecast. Triggers on "review this deal", "should we discount", "pricing model", "partner economics", "RFP response", "bookings forecast", "channel mix". Forks context to route to one of seven Commercial sub-skills (pricing-strategist, deal-desk, partnerships-architect, channel-economics, commercial-policy, rfp-responder, commercial-forecaster) and returns a digest. Distinct from business-growth (sales execution) and c-level-advisor/cro-advisor (strategic CRO judgment).

2 repo stars
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Cte Heterogeneity · thedixitjain
Use when designing or writing heterogeneity analysis for a 《财贸经济》 manuscript. Enforces China-finance-institution-relevant cut dimensions and theoretical-justification discipline. 本技能服务于《财贸经济》(Finance & Trade Economics, CTE)。

2 repo stars
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Culture Architect · thedixitjain bundle
Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code.

2 repo stars
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Dac Supplementary · thedixitjain
Use when deciding what belongs inside the six reviewed pages of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript versus in an external repository, given DAC's tight 6+1 budget, its references-only seventh page, the double-blind constraint on any linked material, and the absence of a formal reviewed-appendix or artifact-badging track.

2 repo stars
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Financial Analyst · thedixitjain bundle
Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making. Use when analyzing financial statements, building valuation models, assessing budget variances, or constructing financial projections and forecasts. Also applicable when users mention financial modeling, cash flow analysis, company valuation, financial projections, or spreadsheet analysis.

2 repo stars
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Finman Robustness · thedixitjain
Use when deciding which robustness checks a Financial Management (FM) paper actually needs — FM explicitly puts "less weight on trivial robustness tests," so the craft is selecting threat-targeted checks and demoting busywork. Curates the robustness layer; it does not establish identification (finman-identification) or format exhibits (finman-tables-figures).

2 repo stars
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Finman Submission · thedixitjain bundle
Use when running the final pre-submission preflight for Financial Management (FM) via the FMA portal and ScholarOne — submission fee and membership tiers, format and anonymization rules, and the FMA-specific process quirks. Final checks; it does not draft content.

2 repo stars
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Fse Supplementary · thedixitjain
Use when deciding what belongs in an ESEC/FSE paper body versus its anonymized artifact and appendices, covering the ACM-template page budget, the rule that decision-critical evidence stays inside the reviewed pages, double-anonymous supplementary material, and how to split an empirical-SE paper between body and package.

2 repo stars

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