# Mlops Workflow

> MLOps workflow for training, evaluation, deployment, and retraining.

- **Type:** Skill
- **Install:** `agentstack add skill-noah-sheldon-ai-dev-kit-mlops-workflow`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [noah-sheldon](https://agentstack.voostack.com/s/noah-sheldon)
- **Installs:** 0
- **Category:** [Cloud & Infrastructure](https://agentstack.voostack.com/c/cloud-infrastructure)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [noah-sheldon](https://github.com/noah-sheldon)
- **Source:** https://github.com/noah-sheldon/ai-dev-kit/tree/main/skills/mlops-workflow
- **Website:** https://noahsheldon.dev

## Install

```sh
agentstack add skill-noah-sheldon-ai-dev-kit-mlops-workflow
```

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

## About

# Mlops Workflow

Use this when the current task matches the workflow described by this skill.

## When to Use

- The task needs a repeatable, specialized workflow.
- The task would benefit from reusable process guidance.
- You want a consistent operating procedure.

## Core Focus

- Training, evaluation, and deployment
- Retries, rollbacks, and observability
- Measure model quality before release and keep rollback paths obvious.
## Workflow

1. Restate the job in one sentence.
2. Identify the relevant files, commands, or services.
3. Apply the skill in small, verifiable steps.
4. Verify the outcome before moving on.

## Verification

- Prefer concrete checks over vague reassurance.
- Validate the main behavior and at least one failure path.
- Keep the response short and direct.

## Source & license

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

- **Author:** [noah-sheldon](https://github.com/noah-sheldon)
- **Source:** [noah-sheldon/ai-dev-kit](https://github.com/noah-sheldon/ai-dev-kit)
- **License:** MIT
- **Homepage:** https://noahsheldon.dev

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-noah-sheldon-ai-dev-kit-mlops-workflow
- Seller: https://agentstack.voostack.com/s/noah-sheldon
- 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%.