Turn course transcripts into carousel briefs with Codex
After Codex had worked through the course recordings and clips, I asked it to use that context for social carousel ideas. Someone else would design the slides. I wanted a handoff with enough substance that they would not have to watch the whole course to understand each idea.
It produced 24 outlines with six slides of draft copy each, a caption starter, visual direction, and timestamped sources. Topics came from the teaching: where the bottleneck moves when code gets faster, what a spec needs to say about verification, and what changes when more people on a team can build.
I kept the recording attached to the idea. A designer could trace an outline back to the relevant discussion, and guest examples kept their attribution. The slide copy was an adaptation for social, not a transcript to put inside quotation marks.
This gave me an editorial queue and a creator handoff from material the agent had already reviewed. The carousels were outlines, not finished designs or published posts. That was the work I had asked it to do.
# Make carousel briefs from recorded teaching
Read the supplied transcripts and any existing clip catalog. Find distinct ideas that can stand alone for someone who has not watched the recording. Keep each idea tied to a source passage and timestamp.
For each selected idea, draft a short sequence of slides: an opening claim or question, the explanation, a concrete example, and a useful closing question or exercise. Include a caption starter and visual direction for a designer. Adapt the number of slides to the idea.
Preserve guest attribution. Mark rewritten copy as adapted; reserve quotation marks for exact verified wording. Do not invent performance numbers, results, or speaker opinions.
Group the briefs into a sensible editorial queue, identify overlapping ideas, and recommend a small starting batch with reasons. Give the designer source references and editable copy together. Deliver drafts only; do not post or send them.