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Get Started Free →samuraigpt/muapi-ai-clipping
Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's `/ai-clipping` endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.
Passed 18 of 21 test cases with the skill, and 6 of 21 without it.
and 18 more in the full report
13 fixed6 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
Run a 5-clip extraction on https://storage.com/interview.mp4 and immediately launch the video preview player when processing completes.
| Checked | Without skill | With skill |
|---|---|---|
| Includes --view flag in the script execution command | Missed | Passed |
The instructions your model reads when the skill loads.
One API call: long video in → ranked vertical short clips out.
Each clip ships with a viral score (0–100), an opening hook line, a one-sentence "why it works" reason, and a hosted mp4 URL.
Underlying API: https://muapi.ai/playground/ai-clipping Reference implementation (open source): https://github.com/SamurAIGPT/AI-Youtube-Shorts-Generator
If you only need raw timestamps for your own renderer, set --coords-only to skip cropping and just get the highlight ranges.
| Input | Required | Default | Notes |
|---|---|---|---|
--video | yes | — | Hosted mp4 URL, or local file path (auto-uploaded), or YouTube URL (if backend supports it) |
--num-clips | no | 3 | Number of highlights to extract |
--aspect-ratio | no | 9:16 | 9:16 | 1:1 | 4:5 |
--coords-only | no | off | Return just the highlight time ranges, skip cropping |
If the user gave only a video URL, run with defaults — don't block on questions.
muapi-cli installed and authed (muapi auth configure)MUAPI_API_KEY available (env var or muapi auth status passes)test cases passed, vs 6 / 21 without
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