DataTalksClub

Add or update a single FAQ entry in this repository, or identify when fixing unclear canonical source material is the better solution. Use when asked to add something to the FAQ, create an FAQ record, document a recurring course question, or turn a question, screenshot, chat thread, issue, or other source into durable guidance.

Review and process open FAQ pull requests one by one — check placement, duplicates, sort_order collisions, and content quality, then merge or close. Use when the user wants to go through open FAQ PRs or review proposed FAQ entries.

Pull recent Slack channel discussions for a course (e.g. LLM Zoomcamp, Data Engineering Zoomcamp) into a review export to find missing FAQ entries. Determines the lookback window from the run log / git history, runs the fetcher, logs the run, and points to the export for review. Use when the user wants to fetch Slack questions, refresh FAQ content from Slack, or check what's missing for a course.

Run this Django app locally against a throwaway database and drive its pages over HTTP to observe a change working. Use when verifying student/cadmin page behavior end-to-end.

How to reach the platform REST API — where prod and dev live, where the API token is (.env), how to authenticate with curl, and how to fetch the OpenAPI spec listing every endpoint. Use whenever you need to read or edit course/homework/project/registration data, or inspect real prod data while debugging.

Extract frames from video around a timestamp, verify content matches expected description, crop browser chrome, and save as illustration. Use when creating article illustrations from video content.