OpenClaw

mlops-validation-cn

Rigorous validation with typing, linting, testing, and security

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

查看来源 ↗安装与使用 SKILL.md ↗

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-validation-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 Validation ✅

Automated quality and security checks.

Features

1. Pre-commit Hooks 🔧

Setup automated checks:

cp references/pre-commit-config.yaml ../your-project/.pre-commit-config.yaml
cd ../your-project
pre-commit install

Runs on every commit:

Ruff (linting + formatting)
MyPy (type checking)
Bandit (security)

2. Test Fixtures 🧪

Shared pytest setup:

cp references/conftest.py ../your-project/tests/

Provides fixtures:

sample_df - Test dataframe
temp_dir - Temporary directory
sample_config - Config dict
train_test_split - Pre-split data

Quick Start

# Copy pre-commit config
cp references/pre-commit-config.yaml ./.pre-commit-config.yaml

# Install hooks
pre-commit install

# Run manually
pre-commit run --all-files

# Setup test fixtures
cp references/conftest.py tests/

# Run tests
pytest tests/ -v --cov=src

Commands

# Type check
mypy src/

# Lint
ruff check src/ tests/

# Format
ruff format src/ tests/

# Test
pytest tests/ --cov=src

# Security scan
bandit -r src/

Author

Converted from MLOps Coding Course

Changelog

v1.0.0 (2026-02-18)

Initial OpenClaw conversion
Added pre-commit config
Added test fixtures

来源信息

Source: github
Repository: openclaw/skills
Path: skills/guohongbin-git/mlops-validation-cn
Version: 1.0.0
Commit: 6cf799154a63e0ceb7605051c476ec673dc79ba3
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。

来源内容

SKILL.md

# MLOps Validation ✅

Automated quality and security checks.

## Features

### 1. Pre-commit Hooks 🔧

Setup automated checks:

```bash
cp references/pre-commit-config.yaml ../your-project/.pre-commit-config.yaml
cd ../your-project
pre-commit install
```

Runs on every commit:
- Ruff (linting + formatting)
- MyPy (type checking)
- Bandit (security)

### 2. Test Fixtures 🧪

Shared pytest setup:

```bash
cp references/conftest.py ../your-project/tests/
```

Provides fixtures:
- `sample_df` - Test dataframe
- `temp_dir` - Temporary directory
- `sample_config` - Config dict
- `train_test_split` - Pre-split data

## Quick Start

```bash
# Copy pre-commit config
cp references/pre-commit-config.yaml ./.pre-commit-config.yaml

# Install hooks
pre-commit install

# Run manually
pre-commit run --all-files

# Setup test fixtures
cp references/conftest.py tests/

# Run tests
pytest tests/ -v --cov=src
```

## Commands

```bash
# Type check
mypy src/

# Lint
ruff check src/ tests/

# Format
ruff format src/ tests/

# Test
pytest tests/ --cov=src

# Security scan
bandit -r src/
```

## 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 pre-commit config
- Added test fixtures

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