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GitHub

svg-art

kv0906

Create SVG graphics through programmatic code generation. Use this skill when the user asks to create icons, logos, illustrations, diagrams, data visualizations, generative art, patterns, fractals, or any vecto...

GitHub

screen-capture

lotosbin

使用系统原生方法进行屏幕捕获和内容分析,支持 macOS screencapture 命令和 Python 截图库

GitHub

python-development

KiranEswaran

Python development standards for code review and generation. Covers Python 3.12+ patterns, type hints, async/await, testing with pytest, package management with uv, AWS Lambda/boto3 patterns, and Pydantic valid...

GitHub

code-formatter

benshapyro

Formats code according to Ben's style guidelines for TypeScript, Python, and general best practices. Use when formatting code, fixing linting issues, checking naming conventions, organizing imports, or when use...

GitHub

error-handler

benshapyro

Provides battle-tested error handling patterns for TypeScript and Python. Use when implementing error handling, creating try/catch blocks, or handling exceptions.

GitHub

anndata

jackspace

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biologica...

GitHub

openai-assistants

jackspace

Complete guide for OpenAI's Assistants API v2: stateful conversational AI with built-in tools (Code Interpreter, File Search, Function Calling), vector stores for RAG (up to 10,000 files), thread/run lifecycle...

GitHub

scikit-learn

jackspace

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparamet...

GitHub

astropy

jackspace

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations,...

GitHub

cloudflare-sandbox

jackspace

This skill provides comprehensive knowledge for building applications with Cloudflare Sandboxes SDK, which enables secure, isolated code execution in full Linux containers at the edge. It should be used when ex...

GitHub

gtars

jackspace

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment...

GitHub

fastmcp

jackspace

Use this skill when building MCP (Model Context Protocol) servers with FastMCP in Python. FastMCP is a framework for creating servers that expose tools, resources, and prompts to LLMs like Claude. The skill cov...

GitHub

networkx

jackspace

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing gra...

GitHub

pyopenms

jackspace

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal pro...

GitHub

databricks-testing

databricks-solutions

Execute code on Databricks clusters using MCP Command Execution API. Supports stateless quick validation and stateful iterative development. Use when testing Python/SQL code on clusters, debugging pipelines, or...

GitHub

term-wrapper

rom1504

Control any terminal application (TUI, CLI, or interactive program) programmatically through HTTP API or CLI commands. Use when you need to: (1) Run terminal applications like vim, htop, nano, or less, (2) Auto...

GitHub

makefile

Olshansk

Create or improve Makefiles with minimal complexity. Templates available: base, python-uv, python-fastapi, nodejs, go, chrome-extension.

GitHub

python-testing-patterns

NickCrew

Python testing patterns and best practices using pytest, mocking, and property-based testing. Use when writing unit tests, integration tests, or implementing test-driven development in Python projects.

GitHub

python-performance-optimization

NickCrew

Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput...

GitHub

async-python-patterns

NickCrew

Python asyncio and concurrent programming patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

GitHub

build

gpshead

Use this skill when you need to compile CPython, run tests, verify your changes work, check if a fix is correct, or debug test failures. Covers building from source with ./configure and make, ccache for faster...

GitHub

deprecated

gpshead

This skill triggers when any cpython-skills skill is requested. The cpython-skills plugin has been renamed to cpython for simpler invocation.

GitHub

dev

gpshead

Use this skill when working in the CPython repository for any development task - fixing bugs, adding features, understanding code, or making contributions. Provides codebase orientation and coordinates loading...

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