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Skills في هذا المستودع
جمع SkillsMP عدد ١٬٢١١ من skills من stanfish06/skillquarium. افتح أي skill لمراجعة مصدره وتفاصيله.
stanfish06/skillquariumعرض ٤٠ من أصل ١٬٢١١ skills مجمعة.
Build MATLAB apps from requirements to working code. Asks discovery questions (or skips them when the path is known), recommends UIFigure or UIHTML path, identifies layout archetype (Dashboard, Explorer, Tabbed, Wizard, Canvas), produces an implementation…
لغة النص الأصلي: الإنجليزية
Create and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration, annotations, data tips, interactive plots, animation, multiple axes with tiledlayout, colororder, and performance optimization.…
لغة النص الأصلي: الإنجليزية
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.
لغة النص الأصلي: الإنجليزية
Call Python libraries from MATLAB using the py. interface, pyrun, pyrunfile, or pyenv. Use when writing or executing MATLAB code that calls Python functions or passes data between MATLAB and Python. REQUIRED when triaging Python errors from MATLAB…
لغة النص الأصلي: الإنجليزية
Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory. Use when a user or agent mentions large files, big data, out-of-memory…
لغة النص الأصلي: الإنجليزية
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.
لغة النص الأصلي: الإنجليزية
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…
لغة النص الأصلي: الإنجليزية
Creates a MATLAB project for an existing folder of MATLAB files using the matlab.project.* APIs via MCP. Adds all existing files, configures the project path, generates a project name/description, and creates a README.md with a function table. Prompts the…
لغة النص الأصلي: الإنجليزية
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.
لغة النص الأصلي: الإنجليزية
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.
لغة النص الأصلي: الإنجليزية
Generates all documentation artifacts for a MATLAB toolbox: README.md, functionSignatures.json, GettingStarted.m, and publishable examples with demos.xml help integration. Follows mathworks/toolboxdesign best practices. Use when asked: "document this…
لغة النص الأصلي: الإنجليزية
Analyze a toolbox folder and generate a toolbox.ignore file — detects files that should not ship to end users based on what actually exists in the folder. Only suggests patterns for files found. Advisory: presents suggestions with reasons before writing.
لغة النص الأصلي: الإنجليزية
Deterministic workflow to download MATLAB Package Manager (mpm) and install MathWorks products from the OS command line with consistent, repeatable behavior. Use when installing MATLAB, Simulink, toolboxes, or support packages via command line, or setting up…
لغة النص الأصلي: الإنجليزية
Add OpenTelemetry tracing to MATLAB code. Use when the user asks to "add tracing", "instrument with spans", "add OpenTelemetry", "trace my code", "add observability" (when about tracing), or mentions "spans", "distributed tracing", or "OTel tracing" in the…
لغة النص الأصلي: الإنجليزية
Show all installed MATLAB products and support packages for a given MATLAB installation folder. Use when listing, checking, or verifying what products or support packages are in a MATLAB installation.
لغة النص الأصلي: الإنجليزية
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 when replacing deprecated APIs (trainNetwork, csvread, xlsread, datenum, eval,…
لغة النص الأصلي: الإنجليزية
Guides the 7-step MATLAB memory optimization workflow: baseline, profile, identify, optimize, measure, verify, report. Use when asked to reduce MATLAB memory usage, find memory bottlenecks, fix out-of-memory errors, or optimize memory-intensive code.
لغة النص الأصلي: الإنجليزية
Read BEFORE optimizing any MATLAB code for speed. Without this workflow, agents commonly optimize the wrong target, fabricate speedup claims without measurement, or introduce regressions. Guides the 7-step workflow: baseline, profile, identify, optimize,…
لغة النص الأصلي: الإنجليزية
Version-stamp, re-package, and distribute the .mltbx toolbox. Sets version in ToolboxOptions, re-runs packageToolbox, and guides distribution. Requires explicit user confirmation.
لغة النص الأصلي: الإنجليزية
Guides the agent to reference official MathWorks Documentation and Help. Determine correct function syntax and workflows from user guides when deeper context is needed. Minimize iterations and repetitive trial and error. Use this skill to: Identify correct…
لغة النص الأصلي: الإنجليزية
Review MATLAB code for quality, performance, maintainability, and adherence to MathWorks coding standards. Uses check_matlab_code and matlab_coding_guidelines. Use when reviewing code, checking style, finding code smells, assessing quality, or preparing code…
لغة النص الأصلي: الإنجليزية
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 gestures. Use when creating tests, writing test classes, running test suites,…
لغة النص الأصلي: الإنجليزية
Style MATLAB charts and figures. colororder palettes for chart series colors, colormap selection, brand color organization, and the R2025a Theme API for uifigure apps (dark mode with fliplightness, ThemeChangedFcn, uistyle, component colors). Use when…
لغة النص الأصلي: الإنجليزية
Upgrade C, C++, and Fortran MEX source files from the Separate Complex (SC) API to the Interleaved Complex (IC) API. Use when converting mxGetPr/mxGetPi to mxGetComplexDoubles, migrating MEX files to -R2018a, adding MX_HAS_INTERLEAVED_COMPLEX guards for SC/IC…
لغة النص الأصلي: الإنجليزية
Use when writing MATLAB functions with arguments blocks — repeating arguments (arguments (Repeating)), .?ClassName property import in constructors, name-value forwarding with namedargs2cell, or migrating from inputParser or validateattributes. Also when…
لغة النص الأصلي: الإنجليزية
Generate or improve MATLAB help text (documentation comments) for a function, class, or script file following MathWorks standards (H1 line, syntax paragraphs, See Also, 75-char lines). Read BEFORE writing MATLAB help — default patterns (Inputs:/Outputs:…
لغة النص الأصلي: الإنجليزية
Writes MATLAB performance tests using the matlab.perftest.TestCase framework. Use when asked to write, create, or add performance tests for MATLAB code, benchmark functions, measure execution time with statistical rigor, or use runperf.
لغة النص الأصلي: الإنجليزية
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots…
لغة النص الأصلي: الإنجليزية
Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.
لغة النص الأصلي: الإنجليزية
Shotgun metagenomics workflow with host-depletion-aware QC, taxonomic profiling, functional profiling, AMR follow-up, and reproducible community output tables.
لغة النص الأصلي: الإنجليزية
Compute epigenetic age from DNA methylation arrays using PyAging clocks from GEO accessions or local files.
لغة النص الأصلي: الإنجليزية
Design custom metric packs for plugin-eval so teams can add local evaluation rubrics that emit schema-compatible checks and metrics. Use when the user wants their own evaluation criteria or visualizations.
لغة النص الأصلي: الإنجليزية
Migrate a .NET Framework (4.x) project or solution to modern .NET (10), the large cross-runtime jump — not a version bump. USE FOR: ".NET Framework migration", "netfx to net", porting net48/net472 to net10.0 (or net8.0/net9.0), assessment with the .NET…
لغة النص الأصلي: الإنجليزية
Migrate MSTest v1 or v2 test projects to MSTest v3. Use when the user asks to upgrade MSTest and the project has QualityTools assembly references, MSTest.TestFramework/TestAdapter 1.x-2.x, .testsettings, or migration errors after changing those packages to…
لغة النص الأصلي: الإنجليزية
Replace existing static dependency call sites with a wrapper or built-in abstraction that already exists or is registered in DI. Codemod-style bulk replacement of DateTime.Now/UtcNow to TimeProvider, File.ReadAllText to IFileSystem, and similar, across a…
لغة النص الأصلي: الإنجليزية
Convert .NET test projects from xUnit.net v2 or v3 to MSTest v4. Use for replacing xunit packages, [Fact]/[Theory], xUnit assertions, fixtures, ITestOutputHelper, traits, skips, and xUnit parallelization with MSTest equivalents while preserving the current…
لغة النص الأصلي: الإنجليزية
Use when a user needs help triaging dbt-core to Fusion migration errors. Runs dbt-autofix first, then classifies remaining errors into actionable categories (auto-fixable, guided fixes, needs input, blocked).
لغة النص الأصلي: الإنجليزية
Use when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using dbt Fusion's real-time compilation to identify and fix SQL dialect differences.
لغة النص الأصلي: الإنجليزية
Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or…
لغة النص الأصلي: الإنجليزية
Modern TypeScript 5.x idioms — strict tsconfig (strict, noUncheckedIndexedAccess), the type system (unions/intersections, generics + constraints, narrowing, discriminated unions, unknown vs any, utility types, satisfies, as const, template-literal types), ESM…
لغة النص الأصلي: الإنجليزية