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mlops-initialization-cn

MLOps project initialization with uv/git/VS Code best practices

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安装方式

直接复制以下提示词,发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店,若未安装,请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店,然后安装 mlops-initialization-cn 技能。 若已安装,则直接安装 mlops-initialization-cn 技能。

Overview

Skill Key
guohongbin-git/mlops-initialization-cn
Author
guohongbin-git
Source Repo
openclaw/skills
Version
1.0.0
Source Path
skills/guohongbin-git/mlops-initialization-cn
Latest Commit SHA
3224aaf689c1354c4de8ccd6aa1bb6280a347c96

Extracted Content

SKILL.md excerpt

# MLOps 项目初始化 🚀

Setup new MLOps projects with modern Python toolchain.

## Features

### 1. Project Initialization 📦

Create complete project structure:

```bash
./scripts/init-project.sh my-mlops-project
```

Creates:
- `src/` layout
- `pyproject.toml` with uv
- `.gitignore` (Python/MLOps)
- `.vscode/settings.json`
- Git repository

### 2. Configuration Templates 📋

Copy reference configs:

```bash
# pyproject.toml template
cp references/pyproject.toml ../your-project/

# VS Code settings
cp references/vscode-settings.json ../your-project/.vscode/
```

## Quick Start

```bash
# Initialize new project
./scripts/init-project.sh my-project
cd my-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync

# Verify
uv run python -c "import sys; print(sys.executable)"
```

## What You Get

- ✅ `src/` package layout
- ✅ Locked dependencies (`uv.lock`)
- ✅ Ruff + MyPy configured
- ✅ VS Code settings
- ✅ Git repository

## References

- `references/pyproject.toml` - Full config example
- `references/vscode-settings.json` - IDE settings

## Author

Converted from [MLOps Coding Course](https://github.com/MLOps-Courses/mlops-coding-skills)

## Changelog

### v1.0.0 (2026-02-18)
- Initial OpenClaw conversion
- Added init script
- Added reference configs

README excerpt

# MLOps 项目初始化

Modern Python project setup using `uv` package manager.

## Features

- 📦 **Project Initialization** - Create complete project structure
- 📋 **Configuration Templates** - pyproject.toml, VS Code settings
- 🔧 **Git Setup** - .gitignore, initial commit
- ✅ **Validation** - Ensure environment correctness

## Quick Start

```bash
# Initialize new project
./scripts/init-project.sh my-mlops-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync
```

## Author

Converted from [MLOps Coding Course](https://github.com/MLOps-Courses/mlops-coding-skills)

## License

MIT

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