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Get Started Free →hashgraph-online/vidseeds-local-video
Use when the user's video is on disk - VidSeeds MCP probe, frame/clip extraction, ffmpeg recipes, precision trim, and midroll analysis. Hosted tools return commands/recipes to run locally; media stays on the user's machine.
Passed 19 of 22 test cases with the skill, and 7 of 22 without it.
and 10 more in the full report
12 fixed7 passed either way3 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 need to quickly export a brief video clip from my local file to inspect the context. Which helper tool provides the recipe for a short clip?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends vidseeds_extract_video_clip | Missed | Passed |
The instructions your model reads when the skill loads.
VidSeeds.ai follows client-first media: the hosted MCP server does not read files from the user's computer. Tools return recipes (ffmpeg/ffprobe commands) or accept base64 frames the agent extracted locally.
vidseeds_probe_local_video - duration, resolution, codecs; use before trim or thumbnail frame picks.| Goal | Tool |
|---|---|
| Still frames for thumbnails | vidseeds_extract_video_frames |
| Short clip for context | vidseeds_extract_video_clip |
| Generic transcode recipe | vidseeds_transcode_format_recipe |
| Media helper commands | vidseeds_get_local_media_recipe |
Run returned shell commands on the user's machine (requires ffmpeg/ffprobe installed). Pass results back into thumbnail tools as frames on vidseeds_generate_thumbnail when needed.
vidseeds_analyze_precision_trim - suggested cut points, segment catalog, seed cost preview.vidseeds_plan_precision_trim - AI edit plan (CritiquePlan) with genre-aware processing.vidseeds_execute_precision_trim - export recipe/commands for local ffmpeg.Precision Trim V3 adds genre classification + soundscape analysis + motion profile + hook detection + semantic boundaries as parallel client-side signals. These are passed as optional metadata in vidseeds_analyze_precision_trim / vidseeds_plan_precision_trim inputs:
detectedGenre - overrides automatic genre detection (speech_driven, action_dynamic, ambient_relax, visual_primary, mixed_narrative, tutorial)soundscape - spectral classification from PCM (silence/speech/music/ambient/noise)motionProfile - frame-by-frame pixel diff analysis (static/slow/action/scene_change)How it affects plans:
test cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.