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Use when verifying generated videos, shorts, reels, rendered MP4 files, subtitles, audio streams, dimensions, duration, nonblank frames, frame extraction, or final media QA before delivery or publishing.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when generating images with Flux.2 on Apple Silicon, working with MLX Swift, implementing text-to-image/image-to-image pipelines, LoRA training, or quantized model inference in Swift.
Use this skill whenever adding, wiring, surfacing, or debugging a new node in an existing ComfyUI Mobile workflow JSON, especially when the user says a node is missing from a workflow they already use. It prevents the common failure mode where the saved workflow file is changed correctly but ComfyUI Mobile still renders an older persisted/open workflow, hides the node as static, or fails to expose custom-node widgets.
Operate the agent-first Hivemind Content Studio for durable first-frame animation ads, stickman ads, static text ads, faceless shorts, clipping, local or cloud media generation, exact voice, assembly, semantic evaluation, approval-gated social posting, experiments, and monetization metrics. Use when an agent must create, resume, inspect, evaluate, publish, or optimize social content through the unified repo rather than invoking Auto Clipper, AI Animation Factory, MoneyPrinterTurbo, MUAPI, Higgsfield, Media Studio, Postiz, or Upload-Post as overlapping standalone pipelines.
Use when setting up or operating AI animation content factories that turn briefs into scripts, frame prompts, motion prompts, voice lines, music briefs, and publishing metadata across tools such as Claude/OpenAI, Midjourney, Runway, ElevenLabs, Suno, Make, and YouTube.
Use the local unpaid Auto Clipper control plane to ingest public creator research URLs, render Podcli clip candidates, require human approval, and schedule only approved clips through self-hosted Postiz.
This skill should be used when the user asks to "generate images", "generate images with ComfyUI", "use local ComfyUI", "use remote ComfyUI", "use Z-Image", "add an image generation provider", or needs image-generation endpoint setup through local or HivemindOS Tailscale routes.
| name | video-render-qa |
| description | Use when verifying generated videos, shorts, reels, rendered MP4 files, subtitles, audio streams, dimensions, duration, nonblank frames, frame extraction, or final media QA before delivery or publishing. |
Verify a rendered video before calling it done.
ffprobe shows:
ffprobe -v error -show_entries format=duration,size -show_entries stream=index,codec_type,codec_name,width,height,avg_frame_rate -of json "$VIDEO"
ffmpeg -y -loglevel error -ss 00:00:02 -i "$VIDEO" -frames:v 1 /tmp/render-frame.jpg
Summarize the actual file path, duration, dimensions, codecs, and any remaining risk. Do not overclaim quality from metadata alone.