Automatically manage Python virtual environments (.venv) in terminal commands. Always activate .venv before running Python/pip commands. Use when executing Python scripts, installing packages, or running development servers. Critical for consistent environment management.
Generate Dockerfile and requirements.txt for containerizing web applications using PyPortfolioOpt optimization library. Use when containerizing Python apps with PyPortfolioOpt, portfolio optimization, or financial optimization that requires OSQP solver. Handles system-level build dependencies for numerical libraries.
Create phase-appropriate standards files using latest documentation from context7 and web sources. Invoked by prepare-standards command to generate missing standards files based on task requirements.
To initiate a release by executing the dx release command with appropriate parameters.
Build tool configuration for tsup, tsx, and bundlers. Use when setting up build pipelines.
Initialize complete Python project with comprehensive documentation, development environment, and tooling. Use when creating a new Python project from scratch.
Cargo.tomlใฎversionใๆดๆฐใใ`version bump (vX.Y.Z)`ใงใณใใใใใ`vX.Y.Z`ใฎ่ปฝ้ใฟใฐใไฝๆใใฆoriginใธpushใใไฝๆฅญใงไฝฟใใRust CLIใฎใชใชใผในๆบๅใversion bumpใgit tag/pushใฎไพ้ ผใใใใจใใซไฝฟใใ
ใฝใผในใณใผใๅ ใฎimportใจpyproject.tomlใฎไพๅญ้ขไฟใฎๆดๅๆงใใใงใใฏใใ
Bundle plugin directory into a deployable Claude Code plugin package
Orchestrates comprehensive dependency updates by delegating research, impact analysis, code changes, and validation to specialized agents. Invoked when users request package updates, dependency updates, version bumps, or mention 'ncu' or npm-check-updates.
ใใผใธใงใณๆดๆฐใCHANGELOGๆดๅใใใใฑใผใธใใซใใชใฉใใชใชใผในๅใฎๆบๅใ่กใ
This skill should be used when the user asks about UV (Python package manager), needs to set up Python virtual environments, install/manage Python CLI tools, run MCP servers with UVX, decide between uv tool install vs uvx, configure VS Code or IDEs for MCP server integration, migrate from pip/pipx/poetry to UV, or troubleshoot UV-related issues. Use when queries mention UV, UVX, Python package management, virtual environments, MCP servers, tool installation, or Python version management.
Look up the latest version of any package using deps.dev API. Use this skill when checking package versions, updating dependencies, adding new packages to a project, or when the user asks about the current version of a library.
Bump version, update changelog, commit, tag, push, and build release installer
Release workflow for Rust CLI tools with multi-platform binaries, GitHub Releases, and Homebrew distribution. Use when releasing a new version of a Rust project.
Create new Rust crates in this Cargo workspace following established patterns for dependency management, testing, documentation, and project structure. Use when adding new workspace members, creating modules, or structuring code. Keywords: cargo, crate, workspace, module, new crate, add crate, dependency, Rust project
Use when releasing, tagging, or bumping versions. Defines semver rules and keeps package.json/pyproject.toml synced with git tags.
ไพๅญ้ขไฟใฎใใผใธใงใณๅบๅฎใpackage.json ใ Terraform Provider ใ็ทจ้ใใใๅฟ ใๅฎ่กใ
Package changes into a well-documented pull request. Use before submitting PRs.
Use when user mentions updating NuGet packages, checking for outdated dependencies, upgrading .NET package versions, or asks about package updates in a .NET project.
๋ฒ์ ์ ์ ๊ทธ๋ ์ด๋ํฉ๋๋ค. ์ฌ์ฉ์๊ฐ "๋ฒ์ ์ ํด์ค", "๋ฒ์ ์ฌ๋ ค์ค", "ํจ์น๋ฒ์ ์ฌ๋ ค์ค" ๋ฑ ์์ฒญํ ๋ ์ฌ์ฉํฉ๋๋ค.
Migrate Python modules from SDR_stochastic research code to vrp-toolkit architecture. Use when migrating files from the old codebase structure to the new three-layer architecture (Problem/Algorithm/Data layers), refactoring paper-specific code into generic implementations, or converting research notebooks into educational tutorials.
Organizes a flat backend directory structure into a clean, modular architecture with proper Python packages and updated import paths. Transforms a flat backend structure into a modular, organized architecture following Python best practices.
