A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule.
Initialize, create, resume, revise, or productize editable Remotion paper-collage videos with pre-provider layer-complete planning, registered depth stacks and subject families,…
Monitors research compliance with federal regulations (21 CFR, 45 CFR 46) and institutional policies.
Audit academic manuscripts for typographic design conventions: booktabs table style, caption placement, dashes/quotes, units and numbers, cross-reference style, page layout,…
Lightweight entry point for ad-hoc manuscript writing: drafting, refining, or editing journal manuscript text without running a full pipeline.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects — from…
Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Conduct structured market research on any industry, competitor, or opportunity. Analyze market size, trends, competitors, and customer segments with a proven framework.
Comprehensive market research and analysis skill. Use when sizing markets, conducting competitive analysis, generating professional market research reports, analyzing consumer…
Expert market research analyst who performs deep competitive analysis, trend forecasting, TAM/SAM/SOM sizing, and customer persona development.
Generate a structured market research brief from a feature idea and supplied business context: market landscape, competitor intelligence, opportunity assessment, and a…
Generates professional market research reports by analyzing business intent, decision levels, and conducting multi-source data retrieval (Web, PubMed, Clinical Trials).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Use when you need to synthesize market, competitor, audience, and positioning research with citations.
Market research specialist focused on comprehensive market analysis, consumer behavior insights, and market opportunity identification.
Convert Markdown to premium-themed PDFs, slide decks (PPTX/PDF), styled HTML, and shareable links via the MarkPDF MCP server.
根据用户提供的精确参数生成 MATLAB/Simulink 仿真代码。使用场景：用户要求生成 MATLAB 脚本、Simulink 模型、仿真代码，或要求修改现有仿真参数时自动触发。
Use when you have multiple CDF files containing mass spectrometry imaging data (spectra, m/z arrays, and spatial coordinates) that need to be ingested into MATLAB for the DIMPLE…
Diagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns.
Design and validate digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters…
Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction.
Create MATLAB plain text Live Scripts (.m files) following specific formatting rules. Use when generating MATLAB scripts, educational MATLAB content, Live Scripts, or when the…
Modernize deprecated MATLAB functions and patterns. Use when check_matlab_code or checkcode reports "not recommended" or "to be removed" warnings, when migrating legacy code, or…
Read BEFORE optimizing any MATLAB code for speed. Without this workflow, agents commonly optimize the wrong target, fabricate speedup claims without measurement, or introduce…
Use when you have two separate LC-MS untargeted metabolomic feature datasets (each with retention time and m/z values) and need to establish feature-to-feature correspondence…
Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues,…
Process complex baseband RF signals using standalone System Objects in RF Toolbox: rf.Amplifier, rf.Mixer, rf.Filter, rf.Sparameter, and rf.PAmemory.
Review MATLAB code for quality, performance, maintainability, and adherence to MathWorks coding standards. Uses check_matlab_code and matlab_coding_guidelines.
MATLAB/GNU Octave numerical computing: matrices, linear algebra, ODEs, signal processing, optimization, statistics, scientific visualization. MATLAB-syntax examples run on both.
自动生成 Simulink 模型（.slx 文件）。使用场景：用户要求生成 Simulink 模型、搭建仿真模型、创建控制系统模型时自动触发。兼容 R2016b。
Generate correct MATLAB code using the Symbolic Math Toolbox. Use when the user asks for symbolic computations, analytical solutions, symbolic differentiation/integration,…
Create comprehensive MATLAB unit tests using the MATLAB Testing Framework. Use when generating test files, test cases, unit tests, test suites, or when the user requests testing…
Generate and run MATLAB unit tests using matlab.unittest and matlab.uitest. Parameterized tests, fixtures, mocking, coverage analysis, CI/CD with buildtool, app testing with…
Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component.
Generate beautiful, distinctive HTML/CSS/JS control panels for MATLAB uihtml components. 8 built-in styles (Clean, Material, Cosmic Dark, Neumorphic, Dashboard Light, Midnight…
Use when when you have mass spectrometry imaging root datasets paired with accompanying .mat workspace files (as in the B73 and Oaxacan Green genotypes from Sama et al.
Session-closing skill that helps users wrap up intentionally. Use when: user says done, wrapping up, end my day, closing out, call it a day, goodnight, that's it for today,…
Combined research, decision, and codification workflow. Use when: (1) Exploring a question before committing (2) Making a decision that needs documentation (3) User says — from…
Use when choosing or configuring MCP servers for research work, when a literature, reference manager, or scholarly search server needs a trust check before installation, or when…
Use when you must prove a claim about this repo's token budgets, description trigger-reliability, hook-blocking behavior, multi-agent session cost, or a counter's trustworthiness…
Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration.
Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Expert skill for JavaScript memory leak detection using Facebook MemLab. Configure MemLab scenarios, execute memory leak detection runs, analyze heap snapshots, identify detached…
Leitfaden Research- und Quellen-Tracking fuer Memos: Quellenarten, Zitierregeln dejure.org / openjur, BGH / BVerfG / EuGH, Versionierung. Pruefraster fuer Erstautor und Review.
Build a research-backed Salla merchant persona. Pre-seeded with Salla's merchant segments (Nano, SMB, Mid-Market, Enterprise) and Saudi/GCC market context.
Use this meta-skill instead of answering directly when the current user asks to draft, repair, compile, or produce an academic/research paper or LaTeX manuscript.
Krypto-Unternehmen beantragt MiCA-Lizenz für Stablecoin (ART oder EMT) bei BaFin: MiCA VO 2023/1114 Art. 16-21 Whitepaper-Pflicht Art. 19 Eigenmittel Art. 35 Reserveaktiva Art...
Use when you have a bacterium-phage infection study with normalized peak intensities from FT-ICR MS across multiple phage treatment groups (minimum 2–3 conditions such as HP1,…
Generate the migration RESEARCH document docs/migration/NNN-research-.md for moving any legacy component (WCF service, ASP.NET MVC/WebForms front-end, Web API, Windows…
Generate the migration TEST PLAN document docs/migration/NNN-tests-.md from an existing NNN-research-.md, for any legacy component being migrated (service,…
Develop Minecraft server plugins using the Paper/Bukkit/Spigot API for Minecraft 1.21.x. Handles creating Paper plugins with JavaPlugin, event listeners with @EventHandler,…
Activate economy coding stance. Research-backed emotional mode from claude-temper.
Guide for creating deployment scripts for the vdarkobar/lab repository on Debian 13 (Trixie) servers in Proxmox VE environments
Use when choosing and defending the research design for a MIS Quarterly manuscript — a behavioral survey/experiment, an economics-of-IS identification strategy, a design-science…
Board Paper und Business Judgment: Erstellt Entscheidungsunterlagen für Vorstand/Geschäftsführung/Aufsichtsrat mit Informationsgrundlage, Alternativen, Risiken und KI-Ein — from…
Evidence-driven ML repository verification skill. Treats every Claude Code claim as a hypothesis to test, not a statement to trust.
Use when the user asks to fine-tune, train, evaluate, audit, or ship a machine-learning model on the Hugging Face ecosystem — SFT, DPO, GRPO, RLHF, LoRA/QLoRA, post-training,…
Compose a ready-to-copy prompt for the user's OTHER Claude Code instance (running in PowerShell). Use when the user asks to "напиши промпт для powershell", "сгенерируй задание для…
Geführte Prozedur für die Modell-Erstinbetriebnahme der KI-Wache — Silent Mode (Datensammlung) → CVAT-Labeling → Colab-Training → best.pt → Analyse-Modus → Fehlalarm-Nachtraining.