Browse Skills — Page 172

marketplace-dev

daymade/claude-code-skills

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marketplace-liquidity

liqiongyu/lenny_skills_plus

Diagnose and improve marketplace liquidity: metric tree, fragmentation map, bottleneck diagnosis.

marketplace-naver

modu-ai/cowork-plugins

>

marketplace-scaffold

vercel-labs/sitecore-skills

Scaffolds a new Sitecore Marketplace app using the official SDK. Use when the user wants to create a new marketplace app, start a new Sitecore project, or initialize a marketplace integration.

marketplace-sdk-reference

vercel-labs/sitecore-skills

Sitecore Marketplace SDK API reference. Use when the user asks about SDK methods, types, queries, mutations, subscriptions, or how to use any Sitecore Marketplace SDK API.

markifact-overview

markifact/markifact-mcp

Reference — what Markifact is, what the MCP server exposes, and the discover→inspect→run pattern. Always loaded into the performance-marketer agent.

markitdown

K-Dense-AI/scientific-agent-skills

Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.

markmap-viz

automateyournetwork/netclaw

Create interactive mind map visualizations from markdown - network inventory, OSPF areas, BGP topology, security audit results. Use when visualizing network topology as a mind map, creating audit result diagrams, or generating hierarchical views of OSPF areas, BGP peers, or VLAN structures

marko

TerminalSkills/skills

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markstream-install

github/awesome-copilot

Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, minimal peer dependencies, CSS order, SSR boundaries, streaming mode, and renderer setup.

marktabgrenzung-kontextanalyse

Klotzkette/claude-fuer-deutsches-recht

Identifiziert Verfahrensart (Fusionskontrolle / Kartellverbot / Missbrauchsverfahren) und Zielrichtung einer vorgelegten Marktabgrenzung. Erkennt ergebnisgetriebene Argumentation und methodische Vorentscheidungen. Ordnet die Marktabgrenzung in den prozessualen Kontext ein und benennt die Parteistellung.

marktueberwachung-meldung-vorfaelle-art-72-bis-79

Klotzkette/claude-fuer-deutsches-recht

Post-Market-Monitoring und Vorfallmeldepflichten fuer Hochrisiko-KI nach Art. 72 bis 79 KI-VO: serious incident reporting Fristen Inhalt Meldewege. Marktueberwauchungsmassnahmen nationaler Behoerden Rueckruf Aussetzen des Betriebs.

marp-slide

jjmartres/opencode

Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and "make it look good" requests with automatic quality improvements.

marshal

SethGammon/Citadel

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martech-audit

indranilbanerjee/digital-marketing-pro

Audit the martech stack. Use when: evaluating marketing tools, recommending consolidation, or choosing between platforms.

martial-arts-body-discipline

Tibsfox/gsd-skill-creator

Martial arts as body discipline — the shared pedagogical structure across striking, grappling, and weapon arts (stance, distance, timing, ukemi, live partner work, graded ranking, and the ethical container the best schools enforce). Covers karate, judo, jiu-jitsu (Brazilian and traditional Japanese), aikido, kendo/kenjutsu, boxing, muay Thai, and wrestling at enough depth that an agent can place a user into a reasonable first-month practice and recognize the safety failures that matter most. Leans on Moshé Feldenkrais's judo background and Yang Jwing-Ming's martial scholarship for the internal-to-external bridge. Use for any query about beginning a martial art, training injury patterns, graded progression, or the ethics of combat training.

mascot-puppet-horror

arjun988/blender-skills

Mascot and puppet horror art direction for Blender with cheerful brand characters made wrong, felt/foam materials, and uncanny performance.

masonry

kostja94/marketing-skills

When the user wants to design, optimize, or audit masonry (Pinterest-style) layouts for content display. Also use when the user mentions "masonry layout," "masonry grid," "Pinterest layout," "waterfall layout," "brick layout," "varying height grid," "gallery layout," or "masonry SEO." For crawl and scroll UX, use site-crawlability.

mass-outreach

aAAaqwq/AGI-Super-Team

Multi-channel outreach via Telegram/Email/WhatsApp

masscan-scan

wgpsec/AboutSecurity

使用 masscan 进行超大规模高速端口扫描。当需要扫描大范围 CIDR 网段、全互联网规模扫描时使用。masscan 是异步无状态扫描器，速度可达每秒百万包级别，适合大规模资产发现。需要 root 权限。任何涉及大规模网段扫描、高速端口发现、互联网测绘的场景都应使用此技能

massenentlassung-17-kschg

Klotzkette/claude-fuer-deutsches-recht

Pruefraster fuer Massenentlassungs-Anzeige nach § 17 KSchG. Schwellenwerte abhaengig von Betriebsgroesse mehr als zwanzig Arbeitnehmer mit gestaffelter Schwelle. Konsultation Betriebsrat zwei Wochen Frist § 17 Abs. 2 KSchG. Anzeige Agentur fuer Arbeit § 17 Abs. 1 KSchG mit Pflichtangaben Sperrfrist ein Monat vor Wirksamkeit. Folge bei Verstoss Unwirksamkeit der Kuendigungen BAG GS 1/12 und Folgerechtsprechung EuGH C-188/03 Junk. Strafbarkeit § 17 KSchG keine direkt aber Unwirksamkeit zivilrechtlich verheerend. Bezug Sozialplan und Interessenausgleich § 111 BetrVG bei Betriebsaenderung.

mastering-engineer

bitwize-music-studio/claude-ai-music-skills

Guides audio mastering for streaming platforms including loudness optimization and tonal balance. Use when the user has approved tracks and wants to master audio files.

mastra

TerminalSkills/skills

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matched-filtering

elizaOS/eliza

Matched filtering techniques for gravitational wave detection. Use when searching for signals in detector data using template waveforms, including both time-domain and frequency-domain approaches. Works with PyCBC for generating templates and performing matched filtering.

matchms

K-Dense-AI/scientific-agent-skills

Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.

matchms-spectral-matching

jaechang-hits/SciAgent-Skills

MS spectral matching and metabolite ID with matchms. Import spectra (mzML, MGF, MSP, JSON), filter/normalize peaks, score similarity (cosine, modified cosine, fingerprint), build reproducible pipelines, identify unknowns vs spectral libraries. Use pyopenms for full LC-MS/MS proteomics.

matchup-win-probability-sim

lyndonkl/claude

Computes P(we win at least K of N categories) for a head-to-head categorical matchup via Monte-Carlo simulation or Poisson-binomial approximation. Domain-neutral — works for any fantasy sport with H2H Categories scoring (MLB, NBA, NHL) or any zero-sum per-category competition. Use when you need matchup_win_probability, per_cat_win_probability, expected_cats_won, or variance_estimate; or when user mentions "matchup win probability", "head to head simulation", "Monte Carlo matchup", "Poisson binomial matchup", "P win 6 of 10", "category matchup simulation", or "weekly win probability".

matematico-tao

diegosouzapw/awesome-omni-skills

Prof. Euler \u2014 Matem\u00e1tico Ultra-Avan\u00e7ado workflow skill. Use this skill when the user needs Matem\u00e1tico ultra-avan\u00e7ado inspirado em Terence Tao. An\u00e1lise rigorosa de c\u00f3digo e arquitetura com teoria matem\u00e1tica profunda: teoria da informa\u00e7\u00e3o, teoria dos grafos, complexidade computacional, \u00e1lgebra linear, an\u00e1lise estoc\u00e1stica, teoria das categorias, probabilidade bayesiana e l\u00f3gica formal and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

matematico-tao-v2

diegosouzapw/awesome-omni-skills

Prof. Euler \u2014 Matem\u00e1tico Ultra-Avan\u00e7ado workflow skill. Use this skill when the user needs Matem\u00e1tico ultra-avan\u00e7ado inspirado em Terence Tao. An\u00e1lise rigorosa de c\u00f3digo e arquitetura com teoria matem\u00e1tica profunda: teoria da informa\u00e7\u00e3o, teoria dos grafos, complexidade computacional, \u00e1lgebra linear, an\u00e1lise estoc\u00e1stica, teoria das categorias, probabilidade bayesiana e l\u00f3gica formal and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

material

bergside/awesome-design-skills

Google's Material Design with layered surfaces, dynamic theming, built-in motion, and responsive cross-platform patterns.

material-contract-schedule

anthropics/claude-for-legal

>

material-delivery-tracker

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Track material deliveries, manage inventory, and coordinate logistics. Monitor delivery schedules and site storage.

material-density-volume-calculation

InternScience/scp

Calculate material density and volume from mass and geometric dimensions for materials mechanics analysis.

material-procurement-tracker

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Track material procurement from requisition to delivery. Monitor lead times, vendors, and costs.

material-tracker

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Track material orders, deliveries, and inventory on construction sites. Monitor lead times, delivery status, and stock levels.

material-tracking-iot

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

IoT-based material tracking for construction sites. Monitor material delivery, storage conditions, usage, and inventory with sensors, RFID, GPS, and real-time dashboards.

materials

arjun988/blender-skills

Blender PBR and stylized material creation for metal, wood, concrete, fabric, glass, dirt, rust, and procedural shaders. Use for look development, material reuse, and production shading in Blender via MCP.

materials-and-fit

Tibsfox/gsd-skill-creator

Materials and fit for the trades — how wood, metal, stone, fabric, and composite materials behave, how they move with humidity and temperature, and how "fit" between parts is achieved in the presence of material behavior. Covers moisture content, thermal expansion, grain and fiber direction, elastic and plastic deformation, corrosion and finish interaction, and the traditional allowances that experienced tradespeople build into their work. Use when specifying materials, diagnosing a failed fit, or teaching a learner why traditional allowances exist.

materials-characterization

Tibsfox/gsd-skill-creator

Measurement techniques for identifying composition, microstructure, and properties of engineering materials — optical and electron microscopy, x-ray diffraction, EDS and WDS spectroscopy, thermal analysis, mechanical testing, and fractography. Covers when to use which technique, sample-preparation pitfalls, and how to build a characterization plan that answers a specific engineering question rather than accumulating data for its own sake.

materials-chemistry

Tibsfox/gsd-skill-creator

States of matter, phase transitions, kinetic molecular theory, atmospheric chemistry, green chemistry, and sustainable synthesis. Covers solid/liquid/gas/plasma properties, phase diagrams, vapor pressure, gas laws, ozone chemistry, greenhouse effect, the 12 principles of green chemistry, atom economy, solvent selection, and catalysis for sustainability. Use when reasoning about material properties, environmental chemistry, or designing greener chemical processes.

materials-selection

Tibsfox/gsd-skill-creator

Systematic materials selection for engineering design using performance indices, Ashby charts, multi-constraint optimization, and case-based reasoning. Covers the five-step Ashby method — function, objective, constraint, free variable, index — with worked examples for stiffness-limited beams, strength-limited ties, thermally shocked vessels, and minimum-cost components. Use when choosing among metals, polymers, ceramics, and composites under competing objectives.

math-olympiad

anthropics/claude-plugins-official

1. **Strip thinking before verifying** — a verifier that sees the reasoning is biased toward agreement. Fresh context, cleaned proof only. 2. **"Does this prove RH?"** — if your theorem's specialization to ζ is a famous open problem, you have a gap. Most reliable red flag. 3. **Short proof → extract the general lemma** — try 2×2 counterexamples. If general form is false, find what's special about THIS instance. 4. **Same gap twice → step back** — the case split may be obscuring a unified argument. Three lines sometimes does what twelve pages couldn't. 5. **Say "no confident solution"** — wrong-and-confident is worse than honest abstain.

mathematical-modeling

Tibsfox/gsd-skill-creator

Real-world problem formulation, mathematical abstraction, and applied mathematics for translating between practical problems and mathematical frameworks. Covers the modeling cycle (problem identification, assumptions, formulation, analysis, validation, interpretation), Polya's framework adapted for modeling, common model types (linear, exponential, logistic, periodic, power-law), dimensional analysis (Buckingham Pi theorem), optimization (linear programming, gradient descent, constraint satisfaction), probability models (Markov chains, queuing theory, Monte Carlo simulation), statistical modeling (regression, hypothesis testing, model selection), model criticism (overfitting, underfitting, sensitivity analysis), and real-world case studies. Use when formulating mathematical models, performing dimensional analysis, optimizing systems, running simulations, or evaluating model validity.

mathematical-problem-solving

Tibsfox/gsd-skill-creator

Polya's four-phase method applied to mathematical problems, extended with Schoenfeld's control/monitoring layer. Covers understand, devise plan, carry out, look back. Includes heuristics specific to math (specialize, generalize, vary the problem, introduce auxiliary elements) and the metacognitive discipline that separates routine computation from genuine problem solving.

mathematical-proof-logic

Tibsfox/gsd-skill-creator

The logical structure of mathematical proof -- how first-order logic, natural deduction, and semantic reasoning combine to produce rigorous mathematical arguments. Covers the logical skeleton of direct proof, contraposition, contradiction, cases, and induction; the role of definitions, lemmas, and theorems; how informal mathematical prose maps to formal deductive structure; and the difference between proof-as-object and proof-as-activity. Use when the question is "why is this a valid proof?" rather than "what proof technique applies?"

matlab

K-Dense-AI/scientific-agent-skills

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.

matlab-access-datafeed

matlab/matlab-agentic-toolkit

>

matlab-add-awgn

matlab/matlab-agentic-toolkit

Read BEFORE writing any code that adds Additive White Gaussian Noise (AWGN) to signals and converts between SNR, Eb/No, Es/No, and per-subcarrier SNR for communications simulations, using awgn(), convertSNR(), berawgn(). The default MATLAB patterns for AWGN (e.g., 'measured' option, manual SNR formulas) produce subtly incorrect results. This skill specifies the correct calling conventions, required function usage, and critical anti-patterns that must be avoided.

matlab-analyze-ams-waveform

matlab/matlab-agentic-toolkit

Analyze AMS waveform data using Mixed-Signal Blockset utilities: phase noise measurement, clock jitter, anti-aliased resampling, timing measurements, lock time, INL/DNL, ADC/DAC calibration, HSpice import. Use when analyzing time-domain voltage from PLL/VCO/clock simulations, measuring phase noise from variable-step solver output, computing jitter, or resampling non-uniform data.

matlab-analyze-data

matlab/matlab-agentic-toolkit

Analyze data using MATLAB. Use when the task involves tables, timetables, time-series data, numeric arrays, sensor matrices, or gridded data — including but not limited to exploring, filtering, sorting, cleaning, transforming, aggregating, smoothing, padding, trimming, and answering questions about data. MATLAB provides extensive, easy-to-use built-in functions for these workflows with no additional products required.

matlab-analyze-dependencies

matlab/matlab-agentic-toolkit

Analyze the effective toolbox file set to produce a Dependency Manifest — classify all transitive dependencies as included, product, add-on, or external-unresolved, then present resolution options with tradeoffs. Use after matlab-define-toolbox-api when the spec is approved.

matlab-analyze-em

matlab/matlab-agentic-toolkit

S-parameters, insertion loss, fields, currents, mesh control, and solver selection for RF PCB performance validation. TRIGGER: user asks to compute S-parameters, analyze insertion/return loss, extract fields or currents, compare MoM vs FEM, or control mesh for any RF PCB component. Invoke BEFORE writing sparameters() or solver code — API is non-obvious. SKIP: designing or creating components (use the specific matlab-design-pcb-* skill), material/stackup setup only (use matlab-manage-pcb-material), optimization sweeps (use matlab-optimize-pcb-design), PDN/IR-drop analysis (use matlab-analyze-pcb-pdn).

matlab-analyze-installed-antenna

matlab/matlab-agentic-toolkit

Analyze antennas installed on electrically large conducting platforms using MATLAB Antenna Toolbox. Loads platform geometry from STL/STEP/IGES, installs antenna elements, selects electromagnetic solvers (MoM-PO, FMM, MoM), and computes patterns, impedance, coupling, and efficiency. Use when the user wants to model an antenna on a vehicle, aircraft, ship, satellite, or other large structure.

matlab-analyze-pcb-pdn

matlab/matlab-agentic-toolkit

PDN DC voltage/current analysis, IR drop, design rule checking, and multi-net batch analysis on imported PCB layouts. TRIGGER: user asks about power integrity, PDN analysis, IR drop, voltage distribution, current density, power nets, or design rule checking on a PCB. Invoke BEFORE writing code — the PDN API chain is specialized and non-obvious. SKIP: importing a PCB file (use matlab-read-pcb-layout), EM field/S-parameter extraction (use matlab-analyze-em), material/stackup setup only (use matlab-manage-pcb-material), transmission line design (use matlab-design-pcb-txline).

matlab-analyze-rcs

matlab/matlab-agentic-toolkit

Calculate and visualize monostatic and bistatic radar cross section (RCS) using MATLAB Antenna Toolbox. Computes RCS of platforms, antennas, and arrays with PO, MoM, and FMM solvers, supporting HH/VV/HV/VH polarization, GPU acceleration, and near-field observation. Use when the user wants to compute, plot, or analyze radar cross section.

matlab-analyze-rf-propagation

matlab/matlab-agentic-toolkit

Analyze RF propagation and plan wireless sites using MATLAB Antenna Toolbox. Creates transmitter/receiver sites, computes signal strength, coverage maps, SINR, line-of-sight, and ray tracing in geographic or indoor environments. Supports multiple propagation models (free-space, close-in, Longley-Rice, ray tracing, rain/gas/fog), custom terrain, building data, and directional antennas. Use when the user wants to compute coverage, signal strength, path loss, SINR, ray tracing, or plan a wireless network.

matlab-analyze-signal-cwt

matlab/matlab-agentic-toolkit

>

matlab-assemble-pcb-layout

matlab/matlab-agentic-toolkit

Build custom PCB structures with pcbComponent, shapes, Boolean ops, feeds, and multi-layer stackups for non-catalog geometries. TRIGGER: user asks to build, modify, or customize a pcbComponent — add/remove shapes, edit polygons, place feeds, add metal layers, cut slots, or create non-catalog RF structures. Also when modifying geometry of an existing catalog-designed component (e.g., adding pads, removing elements, editing vertices). Invoke BEFORE writing pcbComponent code — layer/shape/feed API is non-obvious. SKIP: designing catalog components like filters/couplers/txlines (use the specific matlab-design-pcb-* skill), material/stackup definition only (use matlab-manage-pcb-material), EM analysis (use matlab-analyze-em), importing PCB files (use matlab-read-pcb-layout).

matlab-assess-toolbox

matlab/matlab-agentic-toolkit

Assess toolbox readiness and suggest improvements — validates help text, tests, coverage, code issues, dependencies, and function signatures. Produces a punch list and can execute fixes via delegate skills on user approval. Use before packaging or when asked to improve a toolbox.

matlab-build-app

matlab/matlab-agentic-toolkit

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matlab-build-chart

matlab/matlab-agentic-toolkit

>

matlab-build-industrial-hmi

matlab/matlab-agentic-toolkit

>

matlab-build-simbiology-model

matlab/matlab-agentic-toolkit

Build, modify, and diagram SimBiology models — API reference, helper functions, and layout patterns. Use when constructing or editing models programmatically or visually.

matlab-build-toolbox

matlab/matlab-agentic-toolkit

Execute the build plan — introspect buildfile.m, run its dependency chain, and produce the .mltbx toolbox package. Mechanical execution with no human checkpoint. Works with any buildplan shape.

matlab-call-nidaqmx

matlab/matlab-agentic-toolkit

>

matlab-call-python

matlab/matlab-agentic-toolkit

>

matlab-choose-bigdata-solution

matlab/matlab-agentic-toolkit

>

matlab-compute-aerospace-environment

matlab/matlab-agentic-toolkit

>

matlab-compute-gnss-position

matlab/matlab-agentic-toolkit

>

matlab-configure-scope-object

matlab/matlab-agentic-toolkit

Prevents crashes due to problematic scope-related API misuse caused by agent escalation into internal scope framework objects. Use when configuring properties of scope-related Simulink blocks or MATLAB objects — constrains the agent to documented APIs and directs users to the scope UI when a property is not programmatically accessible.

matlab-connect-arduino

matlab/matlab-agentic-toolkit

>

matlab-connect-databricks-jdbc

matlab/matlab-agentic-toolkit

Connects MATLAB to Databricks using JDBC drivers via Database Toolbox. Use when creating a JDBC connection to a Databricks cluster or SQL Warehouse, configuring Databricks authentication (PAT, OauthU2M, OauthM2M), selecting between Simba and OSS JDBC drivers, using databricks.JDBCConnection, StandaloneJDBCConnection, databricks.SQLWarehouse.connect(), or optimizing Databricks write performance.

matlab-connect-databricks-spark

matlab/matlab-agentic-toolkit

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matlab-connect-mavlink

matlab/matlab-agentic-toolkit

>

matlab-connect-opcua-client

matlab/matlab-agentic-toolkit

>

matlab-convert-aerospace-coordinates

matlab/matlab-agentic-toolkit

>

matlab-cosimulate-sumo-simulink

matlab/matlab-agentic-toolkit

>

matlab-create-ai-antenna

matlab/matlab-agentic-toolkit

Use AI-based antenna design exploration and 3D pattern reconstruction in MATLAB Antenna Toolbox. AIAntenna provides instant parametric sweeps of catalog antennas via pretrained surrogate models. patternFromAI reconstructs full 3D radiation patterns from two orthogonal 2D slices using AI. Use when the user wants rapid antenna design exploration, instant parameter tuning, or 3D pattern reconstruction from 2D measured/imported data.

matlab-create-buildfile

matlab/matlab-agentic-toolkit

Generate a MATLAB buildfile.m with tasks for static analysis, testing, coverage reporting, and packaging. Use after matlab-create-project when the project structure is in place and you need repeatable build automation.

matlab-create-custom-antenna

matlab/matlab-agentic-toolkit

Build custom antennas from geometric shapes using MATLAB Antenna Toolbox customAntenna. Creates arbitrary 2D and 3D antenna structures from shape primitives (shape.Rectangle, shape.Box, shape.Cylinder, etc.) with boolean operations, extrusion, substrate support, and feed creation. Use when the user wants to build a non-catalog antenna from scratch, create a custom geometry, import STL/CAD, or needs 3D structures like waveguides, horns, or cavities.

matlab-create-custom-arduino-library

matlab/matlab-agentic-toolkit

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matlab-create-experiment

matlab/matlab-agentic-toolkit

>

matlab-create-live-script

matlab/matlab-agentic-toolkit

Create, edit, and run plain-text MATLAB live scripts (.m files) with rich text formatting, LaTeX equations, section breaks, and inline figures. Use when generating tutorials, analysis notebooks, reports, documentation, or educational content, when modifying existing live scripts, or when converting existing binary .mlx files to .m for version control. Requires R2025a+.

matlab-create-measured-antenna

matlab/matlab-agentic-toolkit

Create measuredAntenna objects from simulated or measured data using MATLAB Antenna Toolbox. Converts catalog antennas and arrays into measuredAntenna for RF site planning (txsite/rxsite), satellite scenarios, beam steering, and pattern multiplication. Use when the user wants to create a measuredAntenna, convert an antenna to measured data, use an antenna with txsite/rxsite, build a satellite link budget, or steer an array beam with phase shifts.

matlab-create-project

matlab/matlab-agentic-toolkit

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matlab-create-uav-scenario

matlab/matlab-agentic-toolkit

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matlab-debugging

matlab/matlab-agentic-toolkit

Diagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns. Use when debugging functions, tracing errors, inspecting variables, or diagnosing runtime failures.

matlab-define-toolbox-api

matlab/matlab-agentic-toolkit

Scan a folder, triage files into include/exclude, identify the public API, and produce a toolboxSpecification.m Interface Spec — all in one pass. Use when turning loose code into a toolbox.

matlab-deploy-ai-model

matlab/matlab-agentic-toolkit

>

matlab-deploy-embedded-ai

matlab/matlab-agentic-toolkit

>

matlab-deploy-embedded-code

matlab/matlab-agentic-toolkit

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matlab-design-adaptive-filter

matlab/matlab-agentic-toolkit

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matlab-design-antenna

matlab/matlab-agentic-toolkit

Design and analyze antennas using MATLAB Antenna Toolbox. Creates antenna geometry, computes key parameters (impedance, gain, pattern), and generates plots. Includes radiation pattern visualization with 2D/3D cuts, polarization analysis, beamwidth, sidelobe analysis, and pattern comparison. Use when the user wants to design, create, model, or analyze the radiation pattern of an antenna at a given frequency.

matlab-design-antenna-matching-network

matlab/matlab-agentic-toolkit

Design impedance matching networks for antennas using MATLAB RF Toolbox matchingnetwork object. Synthesizes L/C topologies (L, Pi, Tee, 2-element, 3-element), ranks designs by return loss or gain, exports to circuit objects, and converts to distributed elements via Richards transformation. Supports antenna objects, sparameters, Touchstone files, and function handles as load impedance. Use when the user wants to match an antenna, design a matching network, improve return loss, or transform impedance.

matlab-design-array

matlab/matlab-agentic-toolkit

Design and analyze finite and infinite antenna arrays using MATLAB Antenna Toolbox. Finite arrays include linear, rectangular, circular, and conformal types with beam steering, amplitude tapering, mutual coupling, and pattern visualization. Infinite arrays use Floquet boundary conditions for scan impedance, scan element pattern, and scan blindness detection. Use when the user wants to design, create, or analyze any antenna array (finite or infinite/periodic).

matlab-design-digital-filter

matlab/matlab-agentic-toolkit

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matlab-design-ofdm-system

matlab/matlab-agentic-toolkit

Read BEFORE writing any code that builds or simulates OFDM systems. The default MATLAB patterns for OFDM (e.g., direct ifft/fft, awgn with 0 dBW power, missing symOffset) produce subtly incorrect results — always use ofdmmod/ofdmdemod instead of direct IFFT/FFT. This skill specifies the correct calling conventions for ofdmmod, ofdmdemod, ofdmChannelResponse, ofdmEqualize, and critical anti-patterns that must be avoided. Use when building OFDM transmitters or receivers, allocating subcarriers and guard bands, inserting pilots, computing SNR for OFDM, configuring fading channels (Rayleigh/Rician), estimating and equalizing channels, implementing timing and frequency synchronization, adding LDPC coding, designing resource grids, or setting up OFDM link simulations.

matlab-design-pcb-antenna

matlab/matlab-agentic-toolkit

Design PCB antennas using MATLAB Antenna Toolbox pcbStack. Builds multi-layer stackups with custom metal patterns (boolean shape operations), probe/edge/aperture feeds, via stitching, and Gerber export for fabrication. Use when the user wants to design, build, or fabricate a PCB antenna, printed antenna, microstrip antenna from scratch, or convert a catalog antenna to PCB.

matlab-design-pcb-coupler

matlab/matlab-agentic-toolkit

Wilkinson, branchline, ratrace, directional couplers, corporate dividers, Rotman lenses for power splitting and beam-forming. TRIGGER: user asks to design, create, or analyze any coupler, splitter, power divider, combiner, or Rotman lens. Invoke BEFORE writing code — class names and design() availability vary per coupler type. SKIP: EM simulation/S-parameter extraction of an existing component (use matlab-analyze-em), building custom non-catalog geometry (use matlab-assemble-pcb-layout), material/stackup setup only (use matlab-manage-pcb-material), cascading multiple components (use matlab-integrate-pcb-circuit).

matlab-design-pcb-filter

matlab/matlab-agentic-toolkit

Bandpass, lowpass, bandstop filter design — hairpin, coupled-line, combline, stub, SIW for frequency selection and harmonic rejection. TRIGGER: user asks to design, create, or analyze any RF filter (bandpass, lowpass, highpass, bandstop, hairpin, coupled-line, combline, stub, SIW). Invoke BEFORE writing code — filter class names differ from what you would guess. SKIP: EM simulation/S-parameter extraction of an existing filter (use matlab-analyze-em), general PCB layout assembly (use matlab-assemble-pcb-layout), material/stackup setup only (use matlab-manage-pcb-material), optimization sweeps (use matlab-optimize-pcb-design).