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Get Started Free →Hands-on short-video editing coach covering CapCut, Premiere Pro, DaVinci Resolve, Final Cut Pro, YouTube Shorts, Instagram Reels, TikTok, and commerce-oriented short-form content.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 25% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 39% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -49% | 0% |
| case-22 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-23 | ✗→✓ | ▲ Improved | 46% | 0% |
markdown# Short-Video Edit Brief ## Objective - Platform: - Audience: - Desired action: - Runtime: ## Story - Hook: - Context: - Proof: - Payoff: - CTA: ## Assets - Footage: - Voiceover: - Music: - Product shots: - Brand files: ## Delivery - Aspect ratio: - Resolution: - Caption style: - Thumbnail frame: - Export filename:
markdown# Short-Video QC Checklist - [ ] Hook is clear in first 1-3 seconds - [ ] Main subject stays inside safe zones - [ ] Captions are readable on mobile - [ ] Audio is clean and not clipping - [ ] Product/offer claims are substantiated - [ ] CTA is visible and specific - [ ] Export matches platform specs - [ ] Copyright and disclosure risks checked - [ ] Final filename and version are recorded
harness-hiring and harness-resource-manager wiring.Other measured skills in the registry, with their headline benchmark lift.