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Deliver live or VOD content over HLS / DASH / RTMP / SRT / WHIP / RIST with adaptive bitrate ladders, DRM (Widevine / PlayReady / FairPlay cbcs), multi-protocol fanout via MediaMTX, and CDN upload (Cloudflare Stream / Mux / Bunny / S3). Use when the user says "stream to HLS", "build an ABR ladder...
Spatial and binaural audio with ffmpeg: headphone (HRTF binaural from multichannel), sofalizer (custom HRTF via SOFA files), surround (mono/stereo → 5.1/7.1 upmix), extrastereo, stereotools, stereowiden, earwax, crossfeed, channelsplit, channelmap, join. Use when the user asks to create binaural ...
Work with subtitles in ffmpeg: burn-in (hardcode via subtitles/ass filter), soft-mux (mov_text for MP4, ASS/SRT for MKV, WebVTT for WebM), extract embedded subs, convert formats (SRT, ASS/SSA, VTT, SUB). Use when the user asks to burn subtitles into video, hardcode captions, add soft subtitles, e...
WebRTC egress with ffmpeg whip muxer (FFmpeg 7.0+): publish live AV to a WHIP (WebRTC-HTTP Ingestion Protocol) endpoint, low-latency sub-second delivery, encoder constraints (H.264 baseline/main, Opus audio), ICE/STUN handling. Use when the user asks to push to WHIP, stream via WebRTC, publish to...
Upload processed media to cloud platforms: Cloudflare Stream, Mux Video, Bunny Stream, YouTube Data API, AWS S3 + CloudFront, Vimeo API, rclone to any cloud. Use when the user asks to upload to Cloudflare Stream, push to Mux, upload a video to YouTube, deploy to Bunny Stream, sync to S3, publish ...
Open-source AI music generation with permissive-license models: Riffusion (MIT, spectrogram-to-audio music from text), YuE (Apache 2.0, Chinese Academy 2025 full-song generation with vocals), Stable Audio Open (Stability community license, commercial up to 1M ARR). Text-to-music, genre-conditione...
Modern AI text-to-speech + voice cloning with open-source + commercial-safe models: Kokoro (Apache 2.0, 82M params, realtime on CPU, top TTS Arena ranking, 8+ languages), OpenVoice v2 (MIT, voice cloning), CosyVoice 2 (Apache 2.0, 2025 SOTA cloning from Alibaba), Chatterbox (MIT, Resemble AI zero...
Install and configure OBS Studio programmatically: install via brew cask / winget / Flatpak / apt, author profiles (basic.ini, streamEncoder.json, recordEncoder.json), author scene collections (scenes JSON), manage global.ini, set defaults for encoder / output / audio / hotkeys, cross-platform co...
Write Python / Lua scripts that run inside OBS Studio: script lifecycle (script_load, script_unload, script_description, script_properties, script_defaults, script_update, script_save, script_tick), registering frontend event callbacks, hooking signals, accessing sources + scenes + filters from a...
Creative and restoration audio effects with ffmpeg: chorus, flanger, aphaser, tremolo, vibrato, aecho, crystalizer, adecorrelate, adeclick, adeclip, apsyclip, asoftclip, speechnorm, dialoguenhance, adynamicequalizer, adynamicsmooth, afreqshift, aphaseshift, asupercut, asuperpass, asuperstop, atil...
Programmatic video editing in Python with MoviePy: build videos from clips, text overlays, transitions, compositing, audio manipulation, frame-by-frame custom effects via numpy, concatenate / subclip / fx / resize / rotate. Use when the user asks to build a video programmatically, use MoviePy, ma...
Reliable scene-change detection with PySceneDetect (scenedetect CLI): content-aware detection (ContentDetector), threshold detection (ThresholdDetector), adaptive detection (AdaptiveDetector), scene list to CSV/JSON, split videos at scene cuts, save scene thumbnails, HSV/edge-based metrics. Use w...
Generate synthetic test media with ffmpeg lavfi sources: testsrc, testsrc2, smptebars, smptehdbars, rgbtestsrc, yuvtestsrc, allyuv, allrgb, colorchecker, color (solid), mandelbrot, cellauto, life, gradients, zoneplate, sine tone, anullsrc, anoisesrc. Use when the user asks to generate test bars a...
Routes media production requests to the right Media OS specialist subagent. ALWAYS use this skill when the user expresses ANY media production intent — "go live", "start streaming", "OBS broadcast", "wire up live rig", "NDI to stream", "PTZ camera setup", "DeckLink capture stream", "HLS deliver",...
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