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.
Design and implement real-time audio processing chains using Audio Toolbox streaming objects. Use when building frame-based audio processing loops, multiband filters, dynamic…
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…
Discover, profile, and evaluate MCP servers for a given domain or purpose. Use when searching for MCP servers to add to a project, comparing server capabilities, enriching the…
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.
Solana memecoin discovery and trading sub-strategy. Part of paper-trader skill. Uses gmgn.ai, dexscreener.com, pump.fun for early token identification.
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.
Be one of the first to benchmark your agent's memory — and help shape how AI remembers. Runs a peer-review-grade evaluation suite (LLM-as-judge, nDCG/MAP/MRR with 95% CIs,…
Build a research-backed Salla merchant persona. Pre-seeded with Salla's merchant segments (Nano, SMB, Mid-Market, Enterprise) and Saudi/GCC market context.
Investigation flow (Glob -> Grep -> Read), evidence-based research with file:line references, structured output format for AI consumption.
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.
Investigation flow (Glob -> Grep -> Read), evidence-based research with file:line references, structured output format for AI consumption.
Use when investigating unexpected metric changes - systematically narrows root cause through 4D segmentation, intrinsic vs extrinsic factor analysis, hypothesis testing, and North…
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,…
Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate Parallel products while preserving application behavior.
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.
ML conference paper formatting for NeurIPS, ICML, ICLR, and AAAI — official style-file usage, anonymization and camera-ready toggles, page-limit accounting, natbib citations,…
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,…
Use when preparing an accepted MLSys paper for publication on proceedings.mlsys.org, covering de-anonymization of the research-track PDF, restoring company and repository…
Use when auditing an MLSys submission for OpenReview readiness, covering the two-column 10-page body excluding references, the separate appendix upload, double-blind rules that…
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…
Use when auditing a MobiSys submission for HotCRP readiness — the paper-registration prerequisite, the single December UTC deadline, the 12-page double-column body including…
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency — from majiayu000/claude-skill-registry
Geführte Prozedur für die Modell-Erstinbetriebnahme der KI-Wache — Silent Mode (Datensammlung) → CVAT-Labeling → Colab-Training → best.pt → Analyse-Modus → Fehlalarm-Nachtraining.
Use to convert references to the current Cell Press numbered style used by Molecular Cell — superscript numbers in order of first appearance, a reference list numbered in that…
Generate Julia Cameron-style morning paper prompts and scaffold daily journal entries. Use when someone requests a new morning pages session and needs a dated markdown file seeded…
Myeloproliferative neoplasm (MPN) research expertise including JAK2/CALR/MPL mutations, myelofibrosis, polycythemia vera, essential thrombocythemia.
Run multi-agent research-to-planning pipeline using two sequential agents. Use when the user has campaign data and needs a structured plan without code.
Use when your metabolomics experiment includes samples acquired across multiple instrument runs, different preparation dates, or distinct sample cohorts.
Conducts multi-jurisdictional legal research and risk assessment across 50+ countries using the Legal Data Hunter MCP, producing cited comparative analyses of case law,…
多视角投研分析-基本面/技术面/新闻/风险辩论。针对A股领域的专业AI辅助工具，\n，去除原始风险代码，增强安全性和稳定性，\n补充完整的错误处理与边界情况，增加多场景使用示例。\n\。Use when 用户需要多视角投研分析相关功能时使用。不适用于超出本技能能力范围的复杂需求。适用于独立开发者、企业团队和自动化工作流场景。 功能涵盖: — from…
Parallel multi-source search combining Web, Academic, Tavily, Exa, and Cloudsway results with cross-source validation.
Applies multiple testing correction methods including FDR, Bonferroni, and q-value for genomics data.