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data-analysis

55

dv-query

Bulk reads, multi-page iteration, and analytics using the Python SDK and Web API. Use when: "query records", "read data", "bulk read", "all records", "iterate records", "expand lookup", "cross-table query", "join tables", "aggregate", "group by", "average", "sum", "count with HAVING", "$apply", "N:N expand", "notebook", "pandas", "DataFrame", "analyze data", "load into dataframe". Do not use when: MCP is sufficient (simple filter, single-record read, small result set — use MCP first), creating or modifying records (use dv-data), creating tables or columns (use dv-metadata).

microsoft

data-ai

sql-databases

55

dv-metadata

Create and modify Dataverse tables, columns, relationships, forms, and views using the Python SDK and Web API. Use when: "add column", "create table", "add relationship", "lookup column", "create form", "create view", "modify form", "FormXml", "SavedQuery", "option set", "picklist", "MetadataService", "EntityDefinitions". Do not use when: writing data records (use dv-data), reading or querying records (use dv-query), exporting solutions (use dv-solution).

microsoft

databases

package-distribution

55

dv-data

Create, update, delete, bulk-import, and upsert Dataverse records using the official Python SDK. Use when: "create records", "insert data", "bulk create", "bulk update", "bulk import", "import CSV", "load data", "upsert", "upsert records", "write data", "upload file", "add records", "CreateMultiple", "UpdateMultiple", "UpsertMultiple", "multi-table import", "FK dependencies", "dependency order", "parallel import", "large dataset". Do not use when: querying or reading records (use dv-query), creating tables, columns, or relationships (use dv-metadata), exporting solutions (use dv-solution).

microsoft

development

package-distribution

54

python-scripts

Use when writing standalone Python scripts (one-off scripts, utilities, not part of a larger Python project with pyproject.toml or setup.py). Provides UV shebang template and best practices.

edmundmiller

development

package-distribution

54

umbrela-install

Set up an umbrela development environment — checks Python 3.11+, installs via uv or pip with cloud extras, and verifies with doctor. Use when someone is onboarding, setting up a fresh clone, or troubleshooting their environment.

castorini

development

ide-plugins

54

ast-grep

Structural code search and refactoring using AST patterns. Use when searching for code patterns (not text), finding deprecated patterns, or systematic refactoring. Supports Nextflow, JavaScript, Python, and more.

edmundmiller

tools

scripting

53

create-script

Codify discovered processes into standalone, reusable Python scripts. Use when the user has figured out a process (API integration, data pipeline, automation task) and wants to turn it into a reusable script, or when the user says "/create-script".

vichannnnn

development

productivity-tools

53

mcp-builder

Create high-quality MCP servers that enable LLMs to effectively interact with external services. Use when building MCP integrations for APIs or services in Python (FastMCP) or Node/TypeScript (MCP SDK).

bobmatnyc

tools

business-apps

53

hubspot-integration

Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when "hubspot, hubspot api, hubspot crm, hubspot integration, contacts api, hubspot, crm, marketing, sales, api" mentioned.

omer-metin

business

design

53

aws-diagram

Generate AWS architecture diagrams and system topology diagrams using the Python Diagrams library. Use this skill when the user asks to: - Create an AWS architecture diagram - Generate a system topology diagram - Visualize cloud infrastructure - Draw network diagrams with AWS services - Create deployment architecture visuals The LLM generates Python code using the Diagrams library, then executes it to render PNG images.

tsaol

content-media

full-stack

53

python-backend

Python dominates backend development for good reason - readable code, massive ecosystem, and frameworks that scale from prototype to production. Django gives you batteries included. FastAPI gives you speed and modern async patterns. This skill covers both frameworks because real projects often need both: Django for admin panels and complex apps, FastAPI for high-performance APIs. The key insight: don't fight the framework. Django's ORM is not SQLAlchemy. FastAPI's Pydantic is not marshmallow. Learn the idioms. 2025 reality: Type hints are mandatory. Async is the default for I/O. Poetry/uv replaced pip for serious projects. If you're not using pyproject.toml, you're living in the past. Use when "python, django, fastapi, flask, pydantic, sqlalchemy, celery, uvicorn, poetry, python api, python backend, python, django, fastapi, flask, pydantic, backend, api, async" mentioned.

omer-metin

development

full-stack

53

slack-bot-builder

Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when "slack bot, slack app, bolt framework, block kit, slash command, slack webhook, slack workflow, slack interactive, slack oauth, " mentioned.

omer-metin

development

package-distribution

53

python-craftsman

Python excellence specialist for type safety, async patterns, packaging, and idiomatic production codeUse when "python development, type hints, async python, pydantic models, python packaging, mypy errors, python project structure, dependency management, python, type-hints, async, pydantic, packaging, uv, poetry, mypy, ruff, ml-memory" mentioned.

omer-metin

development

scripting

53

cleanup

Clean up project housekeeping tasks (add "run" to execute fixes)

solygambas

development

cloud

53

azure-functions

Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when "azure function, azure functions, durable functions, azure serverless, function app, azure, serverless, functions, durable-functions, cloud" mentioned.

omer-metin

devops

scripting

52

python-project

Python project scaffolding and development with modern tooling. Use when creating new Python projects, setting up virtual environments, configuring dependencies, or working with Flask web applications. Triggers on mentions of Python setup, uv, Flask, pytest, or project initialization.

julianobarbosa

development

package-distribution

52

writing-python

Idiomatic Python 3.14+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, uv/ruff toolchain, and minimal dependencies.

julianobarbosa

development

package-distribution

52

uv-skill

Guide for using uv - an extremely fast Python package and project manager written in Rust. Use when installing Python, managing virtual environments, adding dependencies, running scripts, building packages, or working with pyproject.toml. Replaces pip, pip-tools, pipx, poetry, pyenv, twine, and virtualenv.

julianobarbosa

development

monitoring

52

pyroscope

Guide for Grafana Pyroscope continuous profiling. Use for Kubernetes Helm deployment, Go/Java/Python/.NET/Ruby/Node.js profiling, storage backends, trace-to-profile linking, and troubleshooting.

julianobarbosa

devops

scripting

52

shipyard-neo

Shipyard Neo sandbox MCP tools usage guide. This skill should be used when the user needs to execute code in sandboxes, manage files in sandbox workspaces, automate browsers in sandboxes, manage execution history, or work with skill lifecycle (candidates, evaluations, releases, rollbacks) through the shipyard-neo MCP server. Triggers include requests to 'run code in a sandbox', 'create a sandbox', 'execute Python/Shell in sandbox', 'automate browser in sandbox', 'manage skills', 'check execution history', or any task involving the shipyard-neo MCP tools.

AstrBotDevs

development

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