Generate an article or tutorial concept from a source (tweet, article, or raw idea). Use when you have a piece of content or an idea and want to turn it into a lablab content concept — outputs a working title and brief ready to hand off to content-start.
Run the publishing checklist for a Lablab article or tutorial before marking it as Done. Use when a draft is complete and ready to be signed off — checks all sections are written, code blocks work, images use Cloudinary, and Notion task is updated.
Generate a tutorial concept directly from a hackathon page. Takes a hackathon URL or pasted page content, extracts partners, tracks, timeline, and challenge requirements, then identifies the strongest tutorial angle a participant could actually build and submit. Outputs a ready-to-write brief and Notion task. Hands off to content-start.
Build and verify a working code project before writing a tutorial. Use before drafting any tutorial that involves code — scaffolds the project, implements each component step by step, and confirms end-to-end functionality. Only hand off to writing once the code actually runs.
Run the mandatory pre-writing research protocol before starting any Lablab article or tutorial. Use when about to write or draft a new article or tutorial — checks for duplicates, gathers sources, confirms the angle, and sets the Notion task to In Progress.
Create a new technology page in the technologies/ directory. Use when adding a new company, model, or product to the Lablab tech index — researches the technology, drafts the MDX, and places it in the correct location.
Apply targeted SEO improvements to a finished article or tutorial without changing its tone or voice. Reads this week's keyword clusters from the Notion SEO drops database (generated by the weekly SEO agent), matches relevant clusters to the piece, then makes surgical changes only — frontmatter, one bridge paragraph, one internal link, and an optional FAQ for tutorials. Does not rewrite sections or stuff keywords throughout the body.
Research, write, and publish the weekly "What happened in AI this week" article for Lablab. Run every Monday — searches for the past week's top AI news, writes a skimmable recap article, and produces a social post brief for Gosia/Soto. Updates the Notion task on completion.