Modern Python tooling best practices using uv, ruff, ty, and pytest. Mandates the Trail of Bits Python coding standards for project setup, dependency management, linting, type checking, and testing. Based on patterns from trailofbits/cookiecutter-python.
Best practices for structuring prpm.json package manifests with required fields, tags, organization, and multi-package management
Migrate an existing integration from another product to Apache Camel
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
Deploy or redeploy the Kagenti Kind cluster using the Python installer - quick redeploy, manual steps, and troubleshooting
Mac 智能磁盘清理助手，基于 Mole (https://github.com/tw93/Mole) 的用户友好包装器
Evaluates packages, manages dependencies, and addresses supply chain security. Use when adding npm/pip/cargo/bundler/go dependencies, auditing packages, reviewing lockfile changes, checking for vulnerabilities, comparing package alternatives, or assessing package trustworthiness.
Update CHANGELOG.md following Keep a Changelog (https://keepachangelog.com/en/1.1.0/)
Create, edit, and structure marimo reactive notebooks (.py files). Triggers: any mention of "marimo", "marimo notebook", requests for reactive notebooks, experiment notebooks, or notebooks that should also run as scripts. Use when creating data experiments, analysis notebooks, or Python notebooks with inline dependencies. Also use when the user wants notebooks with embedded package requirements (PEP 723), dual notebook/script execution, parameterized experiments, persistent caching, or data snapshots. Assumes uv as the package manager. Do NOT use for Jupyter notebooks or plain Python scripts unrelated to marimo.
Link workspace packages in monorepos (bun, npm, yarn, pnpm). USE WHEN: (1) you just created or generated new packages and need to wire up their dependencies, (2) user imports from a sibling package and needs to add it as a dependency, (3) you get resolution errors for workspace packages (@org/*) like "cannot find module", "failed to resolve import", "TS2307", or "cannot resolve". DO NOT patch around with tsconfig paths or manual package.json edits - use the package manager's workspace commands to fix actual linking.
Set up a Magento 2 Open Source project — installation, Composer setup, system requirements verification, and initial configuration. Use when starting a new Magento project or setting up a development environment.
Check for Python runtime and package updates in n8nmermaid. Handles FastAPI/Uvicorn updates and creates update PRs. Use when user asks to check for updates or upgrade dependencies.
Set up a Magento 2 Open Source project — installation, Composer setup, system requirements verification, and initial configuration. Use when starting a new Magento project or setting up a development environment.
Set up a Magento 2 Open Source project — installation, Composer setup, system requirements verification, and initial configuration. Use when starting a new Magento project or setting up a development environment.
Install, configure, and use the J-Star Reviewer npm package. Use when a user wants to set up J-Star in a repository, publish or consume the npm package, initialize the local index, run the project review flow, run the separate security audit flow, or operate J-Star through JSON/headless commands.
Java 应用构建打包、JVM 调优、systemd 部署、Docker 化部署、常见启动故障排查
Python 环境管理。venv 创建、pip freeze/install、pyenv 版本管理、poetry 基础、常见坑。涉及 Python 虚拟环境或依赖管理时使用。
Generate production-ready Dockerfiles with multi-stage builds, security best practices, and optimization. Use when containerizing Python applications for production deployment.
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
