transcript-repurposer
Transcript Repurposer
Take a transcript from anywhere — SurfFast download, manual paste, .srt file, .vtt file, podcast transcript, YouTube auto-captions — and turn it into a Graeham-voiced, data-backed content package with stronger hooks, real research grounding, and production-ready handoff to HeyGen and Higgsfield.
This skill is the transcript-first cousin of video-script-creation-engine. The Content Engine builds scripts from scratch starting at audience demand research. This skill starts from an existing transcript and rebuilds it — same data/research quality, but skipping the BOFU query generator and Reddit ideation phases because the source video already supplies the topic and angle.
When this skill fires vs. video-script-creation-engine
| Situation | Use |
|---|---|
| User pastes a transcript or uploads .srt/.vtt/.txt and wants their own version | This skill |
| User says "I downloaded this Instagram, rewrite it for me" | This skill |
| User says "SurfFast pulled this — make it mine" | This skill |
| User says "give me content ideas for this week" | video-script-creation-engine |
| User says "write me a script about AB 1482" (no source video) | video-script-creation-engine |
| User has a YouTube URL but NO transcript yet | video-script-creation-engine (it has its own YouTube transcriber in Phase 0) |
The distinguishing signal: does the user already have the words? If yes, this skill. If no, the Content Engine.