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Categories: Data & AI

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mcp-integration-expert

manutej

Expert guidance for researching, documenting, and integrating Model Context Protocol (MCP) servers and tools. Covers MCP architecture, server/client implementation patterns, tool discovery, integration workflow...

GitHub

streamlit

sverzijl

When working with Streamlit web apps, data dashboards, ML/AI app UIs, interactive Python visualizations, or building data science applications with Python

GitHub

pyomo

sverzijl

Expert in Pyomo mathematical optimization modeling in Python - use for optimization problems, linear/nonlinear programming, constraint programming, and dynamic optimization

GitHub

phase-doc-generator

sebc-dev

Generates comprehensive implementation documentation for software development phases. Creates 7 professional documents including atomic commit plans, checklists, environment setup, review guides, and testing st...

GitHub

mcp-executor

mcfearsome

Execute complex multi-tool MCP workflows directly using TypeScript or Python. As the MCP executor agent, you have MCP servers configured and write code that composes multiple tool calls. Use for 3+ MCP tool cal...

GitHub

python-expert

rstarkey

Use for Python development requiring async programming, type system expertise, testing patterns, or performance optimization.

GitHub

reportlab

silvainfm

Python library for programmatic PDF generation and creation. Use when user wants to generate PDFs from scratch, create invoices, reports, certificates, labels, or custom documents with precise control over layo...

GitHub

streamlit

silvainfm

Fast Python framework for building interactive web apps, dashboards, and data visualizations without HTML/CSS/JavaScript. Use when user wants to create data apps, ML demos, dashboards, data exploration tools, o...

GitHub

google-workspace

the3asic

Manage Google Calendar and Gmail through Python code execution. Trigger keywords include calendar, gmail, meeting, email, schedule, event.

GitHub

cloudflare-workers

AIA-11-HN-MIB

Comprehensive guide for building serverless applications with Cloudflare Workers. Use when developing Workers, configuring bindings, implementing runtime APIs, testing Workers, using Wrangler CLI, deploying to...

GitHub

performance-profiling

ricardoroche

Automatically applies when profiling Python performance. Ensures proper use of profiling tools, async profiling, benchmarking, memory analysis, and optimization strategies.

GitHub

business-model-builder

jzallen

Create and refactor Python dataclass business models and mappers following clean architecture patterns with proper separation of concerns.

GitHub

reflex-dev

silvainfm

Guide for building full-stack web applications using Reflex, a Python framework that compiles to React frontend and FastAPI backend. Use when creating, modifying, or debugging Reflex apps - covers state managem...

GitHub

async-await-checker

ricardoroche

Automatically applies when writing Python functions that call async operations. Ensures proper async/await pattern usage (not asyncio.run) to prevent event loop errors.

GitHub

uv

lambdaofgod

This skill should be used when creating new Python projects or managing Python dependencies. IMPORTANT - uv must ALWAYS be used for any Python-related commands in Python projects (running scripts, installing pa...

GitHub

version

alexhholmes

Search and fetch the latest version of a Go or Python package.

GitHub

pants-build-system

jzallen

Expert guidance on using Pants build system for Python projects, focusing on optimal caching, test execution, and target-based workflows.

GitHub

dependency-management

ricardoroche

Automatically applies when managing Python dependencies. Ensures proper use of uv/Poetry, lock files, version constraints, conflict resolution, and dependency security.

GitHub

ray

anyscale

Expert in Apache Ray distributed computing. Use when converting Python code to Ray workloads, debugging Ray applications, optimizing Ray performance, or working with Ray Core, Ray Data, Ray Train, Ray Serve, or...

GitHub

duckdb

silvainfm

Fast in-process analytical database for SQL queries on DataFrames, CSV, Parquet, JSON files, and more. Use when user wants to perform SQL analytics on data files or Python DataFrames (pandas, Polars), run compl...

GitHub

python-data-engineering

b3-competition

Comprehensive Python data engineering patterns for AWS Data Lake, including PySpark, Pandas, Apache Airflow, AWS Glue, ETL pipelines, data quality, schema management, performance optimization, FastAPI services,...

GitHub

testing-python

simonheimlicher

Write tests for Python code with three tiers (Unit/Integration/E2E). Use when testing Python or writing Python tests.

GitHub

coding-python

simonheimlicher

Write Python code that's tested and type-safe. Use when coding Python or implementing features.

GitHub

reviewing-python

simonheimlicher

Review Python code strictly, reject mocking. Use when reviewing Python code or checking if code is ready.

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