搜索

PythonReactSEOPDF
OpenClaw

mlops-initialization-cn

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

guohongbin-git0 来源安装数☆ 0 仓库 Starsv1.0.0

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

SkillHub CLI

skillhub install guohongbin-git/mlops-initialization-cn

打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

MLOps 项目初始化 🚀

Setup new MLOps projects with modern Python toolchain.

Features

1. Project Initialization 📦

Create complete project structure:

./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:

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

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

Quick Start

# 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

Changelog

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

来源信息

Source
github
Repository
openclaw/skills
Path
skills/guohongbin-git/mlops-initialization-cn
Version
1.0.0
Commit
3224aaf689c1354c4de8ccd6aa1bb6280a347c96
分类来源
rules
状态
active
可见性
public

这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。

README

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

# 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

License

MIT

来源内容

SKILL.md
# 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
# 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

相关技能

OpenClaw

bambu-studio-ai

heyixuan2

Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...

OpenClaw

geo-optimization

capt-marbles

Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...

OpenClaw

parakeet-stt

carlulsoe

Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech to text, o...

OpenClaw

feishu-process-feedback

carlzhao007

飞书消息自动处理与进度反馈技能。安装后后台运行,监听飞书任务消息并自动创建独立进程处理。 在处理前后发送实时进度反馈(任务确认、进度百分比、完成通知)。 支持任务类型识别、智能解析、错误重试、并发控制、状态持久化...