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MLOps Collaboration

skill-mlops-courses-mlops-coding-skills-mlops-collaboration · by MLOps-Courses

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

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Install

$ agentstack add skill-mlops-courses-mlops-coding-skills-mlops-collaboration

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

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[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-mlops-courses-mlops-coding-skills-mlops-collaboration)

Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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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.
  2. Workflows:
  • GitHub Flow: Small teams, continuous delivery (main is stable).
  • Git Flow: Scheduled releases (develop + release branches).
  • Forking: Open source, distributed contributors.
  1. 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.

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

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Versions

  • v0.1.0 Imported from the upstream source.

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