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Guide AI-powered video editing, highlight extraction, silence removal, and talking-head polish through ClipSense.
Passed 20 of 22 test cases with the skill, and 8 of 22 without it.
and 15 more in the full report
12 fixed8 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a raw video recording located at `/movies/vlog_draft.mp4` that contains a lot of awkward quiet pauses. Could you trim out all the dead air from the file and initiate the editing task for me?
| Checked | Without skill | With skill |
|---|---|---|
| Calls clip_sense_create | Missed | Passed |
| Sets mode to silence_clean | Missed | Passed |
| Sets source_video_path to /movies/vlog_draft.mp4 | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when the user wants to:
Keywords: 剪辑, 高光, 静音, 拆条, 口播, 字幕, video edit, clip, trim, silence, highlight
| Tool | Purpose |
|---|---|
clip_sense_create | Create an editing task |
clip_sense_status | Check task status |
clip_sense_list | List recent tasks |
clip_sense_transcribe | Transcribe a video |
clip_sense_cancel | Cancel a running task |
{
"mode": "highlight_extract|silence_clean|topic_split|talking_polish",
"source_video_path": "/path/to/video.mp4",
"flavor": "optional: funny/controversial/informative",
"target_count": 5,
"target_duration": 30,
"threshold_db": -40,
"min_silence_sec": 0.5,
"padding_sec": 0.1,
"burn_subtitle": false
}
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.