Video Transcript Repurposing Engine

## Repurposing package complete **Source:** saas-webinar.vtt **Transcript duration:** 58m 42s **Subtitle cues:** 1,106 **Distinct content angles:** 9 **Short-form clip candidates:** 6 **Unclear claims flagged:** 2 The transcript was processed in stages before any platform copy was generated. ## Strongest content angles 1. Why founder-led distribution compounds faster than campaign-only marketing 2. Content creation vs. building a distribution system 3. Turning customer questions into recurring content 4. Why most repurposed content feels repetitive 5. How to decide whether an idea deserves a standalone post 6. Turning one webinar into a multi-platform content system Each idea in content-map.json includes its original transcript cue IDs and timestamp range. ## Assets generated ### LinkedIn - linkedin/post-01.md - linkedin/post-02.md - linkedin/post-03.md ### X - x/thread-01.md - x/thread-02.md ### Blog - blog/article.md - blog/outline.md ### Newsletter - newsletter/email.md ### Short-form video - shorts/clip-plan.csv - six timestamped editor briefs ## Example clip recommendation **CLIP-03 — Stop treating repurposing as copy-paste** **Start:** `00:31:14.200` **End:** `00:32:01.840` **Duration:** 47.6 seconds **Source cues:** `C00588–C00603` **Why it works** The speaker opens with a direct criticism, explains the problem through one self-contained example, and finishes with a practical reframe. **Suggested on-screen hook** “Repurposing ≠ posting the same idea everywhere.” ## QA completed - Clip timestamps validated against original subtitle cues - No invented quotes or statistics - LinkedIn and X use different structures - Duplicate hooks removed - Ambiguous transcript claims flagged ## Output deliverables/ - content-map.json - linkedin/ - x/ - blog/ - newsletter/ - shorts/ - validation/asset-manifest.json All assets were derived from the supplied transcript and should receive final brand/editorial review before publishing.