machinist
Run coding agents on infrastructure you control: your computer, a VM, or Kubernetes. Connect GitHub, submit a job, and get a pull request or a direct answer. Machinist is early-access, open-source software.
Code and examples from my YouTube channel tutorials.
$ npx -y skills add owainlewis/youtube-tutorials --agent claude-code
Code and examples from my YouTube channel tutorials.
Each tutorial uses the same public shape:
README.md - what the tutorial is and where to start.LESSON.md - the main teaching document.code/ - runnable code, sample apps, fixtures, or setup files.resources/ - prompts, slides, configs, references, images, and other loose assets.32 published tutorials:
Use tutorials/TUTORIAL-STANDARD.md when turning video material into consistent public lessons and code samples.
Use tutorials/_templates for reusable lesson and slide templates.
Create a new tutorial with:
just new-tutorial my-topic "My Tutorial Title"
Run repository checks with:
just check
This runs the structural audits and the complete credential-free tutorial verification matrix. See tutorial verification for the classifications, commands, and tool requirements.
The root tutorial list is generated from
tutorials/catalog.json. After changing catalog
metadata, update the list with:
just update-tutorial-catalog
These tutorials explain practical AI engineering patterns. Some include runnable projects. Others contain focused snippets, templates, or infrastructure examples. The verification matrix states what each check proves.
This repository is licensed under the MIT License.
To go deeper on AI engineering, join my AI engineering community: aiengineer.co.
Run coding agents on infrastructure you control: your computer, a VM, or Kubernetes. Connect GitHub, submit a job, and get a pull request or a direct answer. Machinist is early-access, open-source software.
Design. Plan. Build. Validate. Blueprint gives coding agents twelve focused skills. They cover understanding existing code, deciding what to build, and delivering reviewed pull requests.
youtube-tutorials is a Claude Code plugin with 4 hand-picked skills, indexed on Flowy in the Content category. Install it with the command on its page. It includes research, ai-news-research, linkedin-post. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
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