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thedixitjain

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• 2 repo stars
• 2 weeks ago last updated

1. ▌
   Jais Methods · thedixitjain

   Use when choosing and defending the research design for a Journal of the Association for Information Systems (JAIS) manuscript — a behavioral survey/experiment, an economics-of-IS identification strategy, a design-science build-and-evaluate cycle, a qualitative/interpretive study, or a review method. Matches method to the IS claim under JAIS's methodological pluralism; it designs the study and hands estimation/evaluation to jais-data-analysis.
   2 repo stars
2. ▌
   Jama Surgery · thedixitjain

   Use when targeting JAMA Surgery or deciding whether a surgical-outcomes or surgical-trial study fits this venue. Encodes the journal's fit, the surgical-trial and perioperative evidence bar, surgical-reporting challenges, reporting-guideline and trial-registration requirements, JAMA Network house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
   2 repo stars
3. ▌
   Jar Rebuttal · thedixitjain

   Use after a Journal of Accounting Research (JAR) revise-and-resubmit to plan the revision and draft the point-by-point response — prioritizing the Senior Editor's first-order concerns (identification, the channel, measurement) and updating the required data-and-code package. Plans and drafts the response; it does not run the new analyses from scratch (jar-data-analysis) or re-run the submission preflight (jar-submission).
   2 repo stars
4. ▌
   Jar Workflow · thedixitjain

   Use when deciding which jar-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Accounting Research (JAR) manuscript. Routes — it does not replace — the specialized skills.
   2 repo stars
5. ▌
   Jcp Rebuttal · thedixitjain

   Use when drafting the response letter and revision for a Journal of Consumer Psychology (JCP) R&R — turning reviewer process concerns into new studies, writing the point-by-point response, and showing the mechanism is now nailed. Drafts the rebuttal; for reading the letter and feasibility see jcp-review-process.
   2 repo stars
6. ▌
   Jcp Workflow · thedixitjain

   Use when deciding which jcp-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Consumer Psychology (JCP) submission. Routes — it does not replace — the specialized skills.
   2 repo stars
7. ▌
   Java Junit · thedixitjain

   Get best practices for JUnit 5 unit testing, including data-driven tests
   2 repo stars
8. ▌
   Jest Skill · thedixitjain

   Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions "Jest", "describe/it/expect", "jest.mock", "toMatchSnapshot". Triggers on: "Jest", "expect().toBe()", "jest.mock",...
   2 repo stars
9. ▌
   Lancet Fit · thedixitjain

   Use when scoping a project and before any writing, to stress-test whether a study clears The Lancet's bar — clinically or public-health important, globally relevant, and likely to change practice or policy, often with an equity lens. Decides The Lancet vs a Lancet family title vs another general medical journal.
   2 repo stars
10. ▌
    Playwright · thedixitjain bundle

    Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.
    2 repo stars
11. ▌
    Testing QA · thedixitjain

    Comprehensive testing and QA workflow covering unit testing, integration testing, E2E testing, browser automation, and quality assurance.
    2 repo stars
12. ▌
    Wycheproof · thedixitjain bundle

    > Wycheproof provides test vectors for validating cryptographic implementations. Use when testing crypto code for known attacks and edge cases.
    2 repo stars
13. ▌
    Alex · thedixitjain

    Turns requirements into a precise, dependency-aware implementation plan.
    2 repo stars
14. ▌
    Aria · thedixitjain

    Designs the data model, API contracts, and structural foundation of the system.
    2 repo stars
15. ▌
    Cmux · thedixitjain

    Control cmux workspaces, panes, surfaces, and agent sessions safely from macOS terminal workflows.
    2 repo stars
16. ▌
    Luna · thedixitjain

    Reviews code for objective correctness, security, and reliability.
    2 repo stars
17. ▌
    Moyu · thedixitjain

    > Anti-over-engineering guardrail that activates when an AI coding agent expands scope, adds abstractions, or changes files the user did not request.
    2 repo stars
18. ▌
    Appdeploy · thedixitjain

    Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
    2 repo stars
19. ▌
    Biopython · thedixitjain

    Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.
    2 repo stars
20. ▌
    Cell Data · thedixitjain

    Use to build Cell's data and code deposition plan and the Data and Code Availability statement that lives inside STAR Methods Resource Availability — approved repositories, accessions/DOIs at submission, and Cell's three-bullet availability format with Mendeley Data as Elsevier's default.
    2 repo stars
21. ▌
    Lsp Setup · thedixitjain bundle

    Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the right server, and generates the JSON configuration (user-level or repo-level). Use when you need deeper code understanding and no LSP server is configured, or when the user asks to set up, install, or configure an LSP server.
    2 repo stars
22. ▌
    Namecheap · thedixitjain bundle

    Manage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A, AAAA, CNAME, MX, TXT, etc.), and guide users through API setup including public IP detection and credential configuration. Use when the user mentions Namecheap, DNS records, domain management, or wants to add/change/remove A records, CNAME records, MX records, or TXT records for their domains.
    2 repo stars
23. ▌
    Pnas Data · thedixitjain

    Use to build PNAS's Data Availability Statement and deposition plan — mandatory deposition of data in an approved repository at submission, accession numbers/DOIs, public + archived code, and materials sharing. "Available on request" is not sufficient for primary data.
    2 repo stars
24. ▌
    Flowio · thedixitjain bundle

    Read, inspect, and write Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table export, and FCS 3.1 creation; use FlowKit for compensation, cytometry transforms, gating, or FlowJo workspaces.
    2 repo stars
25. ▌
    Pathml · thedixitjain bundle

    Use PathML for local, research-only computational pathology workflows: load and tile slides, build preprocessing and QC pipelines, manage h5path data, quantify multiplex images, construct spatial graphs, and plan bounded model inference.
    2 repo stars
26. ▌
    Scanpy · thedixitjain

    Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis.
    2 repo stars
27. ▌
    Scvelo · thedixitjain bundle

    RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory inference.
    2 repo stars
28. ▌
    Bumblebee · thedixitjain bundle

    Run Bumblebee supply-chain inventory and exposure scans on macOS/Linux to detect compromised packages, extensions, and MCP host configs.
    2 repo stars
29. ▌
    Customize · thedixitjain bundle

    Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
    2 repo stars
30. ▌
    Debugview · thedixitjain bundle

    | Sysinternals DebugView CLI (DbgViewCli) for capturing and analyzing usermode and kernel-mode Windows debug output from the command line. USE FOR: capturing OutputDebugString output, kernel DbgPrint/KdPrint capture, boot-time debug logging, remote debug monitoring, filtering debug output by PID or process name, crash dump analysis, automated debug capture with bounded execution. DO NOT USE FOR: non-Windows platforms, application-level logging frameworks (log4j, serilog), Azure Monitor or cloud telemetry, ETW tracing (use WPR/xperf instead), user-mode crash dumps (use WinDbg). Triggers: "debug output", "DbgView", "DebugView", "kernel debug", "capture debug logs", "boot logging", "OutputDebugString", "DbgPrint", "KdPrint", "remote debug monitor", "debug capture CLI".
    2 repo stars
31. ▌
    Gh Fix CI · thedixitjain bundle

    Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.
    2 repo stars
32. ▌
    Code Tour · thedixitjain bundle

    > Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code tour", "generate a tour", "onboarding tour", "tour for this PR", "tour for this bug", "RCA tour", "architecture tour", "explain how X works", "vibe check", "PR review tour", "contributor guide", "help someone ramp up", or any request for a structured walkthrough through code. Supports 20 developer personas (new joiner, bug fixer, architect, PR reviewer, vibecoder, security reviewer, and more), all CodeTour step types (file/line, selection, pattern, uri, commands, view), and tour-level fields (ref, isPrimary, nextTour). Works with any repository in any language.
    2 repo stars
33. ▌
    Find Bugs · thedixitjain

    Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
    2 repo stars
34. ▌
    Julia Pro · thedixitjain

    Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.
    2 repo stars
35. ▌
    Md Review · thedixitjain bundle

    Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.
    2 repo stars
36. ▌
    Pr Review · thedixitjain bundle

    > Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation script first for hard checks, then apply quality guidelines for content review. Triggers: PR review, pull request, validate skill, check skill.
    2 repo stars
37. ▌
    Self Eval · thedixitjain

    Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.
    2 repo stars
38. ▌
    Ship Gate · thedixitjain bundle

    > Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercepts deploy commands and blocks until critical items pass. Stack-agnostic. Use for "run ship gate", "am I ready to ship", "pre-launch audit", "can I deploy", "push to production", "go live checklist", "preflight check". Not for CI/CD setup or infra provisioning.
    2 repo stars
39. ▌
    Tdd Guide · thedixitjain bundle

    Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit.
    2 repo stars
40. ▌
    Wayfinder · thedixitjain bundle

    Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
    2 repo stars
41. ▌
    Winui App · thedixitjain bundle

    Bootstrap, develop, and design modern WinUI 3 desktop applications with C# and the Windows App SDK using official Microsoft guidance, WinUI Gallery patterns, Windows App SDK samples, and CommunityToolkit components. Use when creating a brand new app, preparing a machine for WinUI, reviewing, refactoring, planning, troubleshooting, environment-checking, or setting up WinUI 3 XAML, controls, navigation, windowing, theming, accessibility, responsiveness, performance, deployment, or related Windows app design and development work.
    2 repo stars
42. ▌
    Wordpress · thedixitjain

    Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening. Includes WordPress 7.0 features: Real-Time Collaboration, AI Connectors, Abilities API, DataViews, and PHP-only blocks.
    2 repo stars
43. ▌
    Drawio · thedixitjain bundle

    Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML
    2 repo stars
44. ▌
    Shadcn · thedixitjain bundle

    Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.
    2 repo stars
45. ▌
    Slides · thedixitjain bundle

    Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
    2 repo stars
46. ▌
    Styles · thedixitjain bundle

    Use this skill to integrate the Jetpack Compose Styles API into an Android project. This skill guides you through upgrading dependencies, setting up component themes, making custom components styleable, and migrating existing layout properties to use unified styles. Migrate custom design system components, replace hard coded parameters with Style attributes, and use Modifier.styleable for interaction states.
    2 repo stars
47. ▌
    Anti Sleep · thedixitjain

    Keep a Mac awake with caffeinate during long builds, downloads, or supervised automation runs.
    2 repo stars
48. ▌
    Bench Read · thedixitjain

    Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.
    2 repo stars
49. ▌
    Bill Gates · thedixitjain

    Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados.
    2 repo stars
50. ▌
    Clerk Auth · thedixitjain

    Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync
    2 repo stars
51. ▌
    Crossframe · thedixitjain bundle

    Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or long-term evolution.
    2 repo stars
52. ▌
    Faf Wizard · thedixitjain

    Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.
    2 repo stars
53. ▌
    Hig Inputs · thedixitjain bundle

    Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.
    2 repo stars
54. ▌
    Iterate Pr · thedixitjain

    Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
    2 repo stars
55. ▌
    Matplotlib · thedixitjain

    Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.
    2 repo stars
56. ▌
    Oss Hunter · thedixitjain bundle

    Automatically hunt for high-impact OSS contribution opportunities in trending repositories.
    2 repo stars
57. ▌
    Scikit Bio · thedixitjain bundle

    Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.
    2 repo stars
58. ▌
    Screenshot · thedixitjain bundle

    Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.
    2 repo stars
59. ▌
    Socs Style · thedixitjain

    Use when polishing the language of a 《社会学研究》 (Sociological Studies) manuscript — removing both policy-report tone (加强/完善/推进) and pure-technique tone (method-flexing), and restoring a scholarly sociological register with paragraph-leading topic sentences. Use after the problematic and mechanism are settled.
    2 repo stars
60. ▌
    Brand · thedixitjain bundle

    Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets, brand compliance, style guides.
    2 repo stars
61. ▌
    Aihot · thedixitjain bundle

    查询 AI HOT 的中文 AI 资讯、精选、当前热点和日报。用户询问今天或最近的 AI 新闻、AI 圈动态、大模型或产品发布、OpenAI／Anthropic／Google 最新消息、AI 论文、AI 日报、AI HOT 精选、当前最热事件，或需要同步当前全部精选时使用。必须通过 aihot.virxact.com 的匿名只读 API 获取当前数据，不凭训练记忆回答新闻；不需要 API Key 或 MCP server。
    2 repo stars
62. ▌
    Impress · thedixitjain

    Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.
    2 repo stars
63. ▌
    Mmx CLI · thedixitjain

    Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform web search, or manage MiniMax API resources from the terminal.
    2 repo stars
64. ▌
    Videodb · thedixitjain bundle

    See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.
    2 repo stars
65. ▌
    Writer · thedixitjain

    Document creation, format conversion (ODT/DOCX/PDF), mail merge, and automation with LibreOffice Writer.
    2 repo stars
66. ▌
    Cpo Advisor · thedixitjain bundle

    Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions CPO, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy.
    2 repo stars
67. ▌
    Create Hook · thedixitjain bundle

    Create or update Codex hooks for global or project scope by asking for scope and hook type when ambiguous, then writing the hook config, scripts, and any required feature flag config.
    2 repo stars
68. ▌
    Job Stories · thedixitjain

    Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-style backlog items, or expressing user situations and motivations.
    2 repo stars
69. ▌
    Lex · thedixitjain bundle

    Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding.
    2 repo stars
70. ▌
    Aeon · thedixitjain bundle

    This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
    2 repo stars
71. ▌
    Dask · thedixitjain bundle

    Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
    2 repo stars
72. ▌
    Pymc · thedixitjain bundle

    Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
    2 repo stars
73. ▌
    Vaex · thedixitjain bundle

    Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.
    2 repo stars
74. ▌
    Idea Os · thedixitjain

    Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with mermaid user journey and kill criteria.
    2 repo stars
75. ▌
    Inngest · thedixitjain

    Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers.
    2 repo stars
76. ▌
    Anndata · thedixitjain bundle

    Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
    2 repo stars
77. ▌
    Astropy · thedixitjain bundle

    Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.
    2 repo stars
78. ▌
    Babysit · thedixitjain

    Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.
    2 repo stars
79. ▌
    Behuman · thedixitjain bundle

    Use when the user wants more human-like AI responses — less robotic, less listy, more authentic. Triggers: 'behuman', 'be real', 'like a human', 'more human', 'less AI', 'talk like a person', 'mirror mode', 'stop being so AI', or when conversations are emotionally charged (grief, job loss, relationship advice, fear). NOT for technical questions, code generation, or factual lookups.
    2 repo stars
80. ▌
    C4 Code · thedixitjain

    Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.
    2 repo stars
81. ▌
    Cpp Pro · thedixitjain bundle

    Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.
    2 repo stars
82. ▌
    Gdb CLI · thedixitjain

    GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
    2 repo stars
83. ▌
    Gitmoji · thedixitjain bundle

    Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a well-formed message. Use when asked to "write a gitmoji commit", "add an emoji to my commit message", "which gitmoji should I use", "gitmoji this change", or when a project uses gitmoji-style commit messages. Works from a git diff, staged changes, or a plain description of the change. Generates the message only — does not run git commands.
    2 repo stars
84. ▌
    Lemmaly · thedixitjain

    Algorithm-first discipline: state Big-O, data structure, and algorithm family BEFORE writing loops, queries, or recursion. Catches O(n^2), N+1, and brute-force defaults.
    2 repo stars
85. ▌
    PHP Pro · thedixitjain

    'Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications. '
    2 repo stars
86. ▌
    Semgrep · thedixitjain bundle

    >- Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes — "run all" (full ruleset coverage) and "important only" (high-confidence security vulnerabilities). Automatically detects and uses Semgrep Pro for cross-file taint analysis when available. Use when asked to scan code for vulnerabilities, run a security audit with Semgrep, find bugs, or perform static analysis. Spawns parallel workers for multi-language codebases.
    2 repo stars
87. ▌
    To Spec · thedixitjain bundle

    Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
    2 repo stars
88. ▌
    Draw · thedixitjain

    Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw.
    2 repo stars
89. ▌
    Ask Matt · thedixitjain

    Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
    2 repo stars
90. ▌
    Diffdock · thedixitjain bundle

    DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence interpretation. Not for binding affinity prediction.
    2 repo stars
91. ▌
    Fluidsim · thedixitjain bundle

    Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.
    2 repo stars
92. ▌
    Grill Me · thedixitjain

    A relentless interview to sharpen a plan or design.
    2 repo stars
93. ▌
    Patterns · thedixitjain

    Reference document for monopoly patterns.
    2 repo stars
94. ▌
    Pymatgen · thedixitjain bundle

    Analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams, symmetry sensitivity, electronic-structure I/O, and explicitly bounded Materials Project queries.
    2 repo stars
95. ▌
    Pyopenms · thedixitjain bundle

    Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. For simple spectral comparison and small-molecule library matching use matchms.
    2 repo stars
96. ▌
    Remotion · thedixitjain

    Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
    2 repo stars
97. ▌
    Ads · thedixitjain bundle

    When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should I run ads,' 'ABM,' 'account-based marketing,' 'B2B ads,' 'lead quality,' 'negative keywords,' 'Performance Max,' 'thought leader ads,' or 'when should I kill an ad.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro.
    2 repo stars
98. ▌
    Aeo · thedixitjain bundle

    Answer Engine Optimization (AEO) skill — optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO — AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers — 'AEO audit', 'optimize for ChatGPT', 'get cited by Perplexity', 'LLM citation strategy', 'answer engine optimization', 'content for AI search', 'E-E-A-T audit'. Output is a markdown audit report (default) or JSON for pipeline integration. Stdlib-only Python tools.
    2 repo stars
99. ▌
    Aso · thedixitjain bundle

    When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it.
    2 repo stars
100. ▌
     Cro · thedixitjain bundle

     When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't...
     2 repo stars