skillify

To turn a browser scrape into a reusable automation workflow, you codify the recent successful scrape flow into a permanent browser-skill on disk. This locks the operational steps into a ready-to-run script for repeated execution.

A browser-skill is a codified on-disk script generated from a successful scrape flow, ensuring recurring scraping tasks execute deterministically. It includes YAML frontmatter with triggers and allowed-tools to load operational steps upon activation.

You codify a scrape flow by running a codify operation that saves the latest successful scrape as a permanent browser-skill. This generates a stored script and test fixture to execute deterministic steps automatically.

Codifying a scrape requires no external dependencies to store the automation script. It writes the browser-skill directly to disk, embedding the YAML frontmatter needed to define triggers and allowed-tools for activation.

When you codify a scrape into a browser-skill, the metadata includes YAML frontmatter with name, version, description, allowed-tools, and triggers. This ensures the operational steps load correctly during activation.

You can use the codified browser-skill for repeated browser automation tasks that follow the exact same scrape flow. It applies specifically to deterministic scraping environments rather than dynamic, ad-hoc browsing.