# MLOps Collaboration

> Guide to prepare MLOps projects for sharing, collaboration, and community engagement.

- **Type:** Skill
- **Install:** `agentstack add skill-mlops-courses-mlops-coding-skills-mlops-collaboration`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [MLOps-Courses](https://agentstack.voostack.com/s/mlops-courses)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [MLOps-Courses](https://github.com/MLOps-Courses)
- **Source:** https://github.com/MLOps-Courses/mlops-coding-skills/tree/main/mlops-collaboration
- **Website:** https://mlops-coding-course.fmind.dev/0.%20Overview/0.6.%20Resources.html

## Install

```sh
agentstack add skill-mlops-courses-mlops-coding-skills-mlops-collaboration
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# MLOps Collaboration

## Goal

To transform a private project into a public, collaborative resource by establishing **Governance** (License, Code of Conduct), **Documentation** (README, Contributing), **Standardization** (Templates, Workstations), and **Release Management**.

## Prerequisites

- **Language**: Python
- **Platform**: GitHub
- **Context**: Open sourcing or team collaboration.

## Instructions

### 1. Repository Governance

Set the rules of engagement.

1. **Code of Conduct**: Add `CODE_OF_CONDUCT.md` to foster a safe community.
2. **Protection**: Protect the `main` branch (require PRs, status checks).
3. **Review**: Automate preliminary reviews with tools like **Gemini Code Assist** (`.gemini/config.yaml`).
4. **Ignore**: Comprehensive `.gitignore` (exclude secrets, data, venvs).

### 2. Comprehensive Documentation

Make the project usable and understandable.

1. **README.md**: The landing page (Badges, Hook, Quickstart).
2. **MkDocs**: Use for full documentation sites (API ref, tutorials) when `README.md` gets too long.
3. **CONTRIBUTING.md**: Guide for developers (env setup, PR process, testing standards).
4. **CHANGELOG.md**: Track version history (use **Keep a Changelog** format).

### 3. Standardization & Workstations

Eliminate "it works on my machine".

1. **Templates**: Use `cookiecutter` for scaffolding and `cruft update` to keep projects synced.
2. **Workstations**: Add `.devcontainer/devcontainer.json`.
    - Define Docker image, extensions, and settings.
    - Enable GitHub Codespaces support.

### 4. Release Management

Ship with confidence.

1. **Versioning**: Follow **SemVer** (MAJOR.MINOR.PATCH) and [Keep a Changelog](https://keepachangelog.com/).
2. **Workflows**:
    - **GitHub Flow**: Small teams, continuous delivery (`main` is stable).
    - **Git Flow**: Scheduled releases (`develop` + `release` branches).
    - **Forking**: Open source, distributed contributors.
3. **Process**: Bump version -> Update Changelog -> Tag -> Release.

## Self-Correction Checklist

- [ ] **License**: Is a `LICENSE` file present?
- [ ] **Readme**: Does `README.md` have installation instructions?
- [ ] **Contributing**: Is `CONTRIBUTING.md` clear?
- [ ] **Devcontainer**: Does `.devcontainer/devcontainer.json` exist?
- [ ] **SemVer**: Are releases using semantic versioning?

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [MLOps-Courses](https://github.com/MLOps-Courses)
- **Source:** [MLOps-Courses/mlops-coding-skills](https://github.com/MLOps-Courses/mlops-coding-skills)
- **License:** MIT
- **Homepage:** https://mlops-coding-course.fmind.dev/0.%20Overview/0.6.%20Resources.html

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-mlops-courses-mlops-coding-skills-mlops-collaboration
- Seller: https://agentstack.voostack.com/s/mlops-courses
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.