Reference Video Analysis Prompt

You are analyzing a downloaded reference video to reverse-engineer it for a new AI-generated video in the same style.

Niche: {niche}
Video file path: {file_path}

Using ffmpeg to sample frames and a transcription API (e.g. AssemblyAI) for the full spoken transcript, do the following:
1. Extract and read the full transcript of the video.
2. Sample frames throughout the video and describe what is visually happening at each key moment (hook, transitions, product reveal, ending).
3. Identify the video's structure: the hook (first 3 seconds), the pacing, the on-screen character (if any), and the product being promoted.
4. Write a condensed 30-second concept for a new video that follows the same hook and structure, adapted to my niche.
5. Write a detailed character design prompt for an AI presenter that fits this niche and concept (appearance, setting, wardrobe, tone).
6. Write three follow-up angle prompts for the same character (3/4 turn, full side profile, rear view, close-up portrait), worded so they can be pasted immediately after the first character image in the same chat to keep the character consistent.
7. Identify and name the specific product featured or implied in the reference video.

Return the transcript, the visual breakdown, the condensed concept, the character prompt, the angle prompts, and the product name, clearly labeled.