damionrashford

@damionrashford source repo

162 skills
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1 day ago last updated

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Ffmpeg Geq Expr · damionrashford bundle
Procedural and expression-based ffmpeg filters: geq (per-pixel YUV/RGB expressions), aeval (audio sample expressions), lut2 (two-input LUT expression), drawgraph (real-time metrics graph), drawvg (SVG rendering over video), random, feedback, lagfun. Use when the user asks to build a custom pixel-level filter, apply math directly to video samples, render SVG over video, make a real-time debug graph, simulate feedback delay, or write arbitrary expressions for creative effects.

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Ffmpeg Metadata · damionrashford bundle
Metadata, chapters, and cover art authoring with ffmpeg: -metadata, -metadata:s:a:0, -map_metadata, ffmetadata chapter files, -attach, -disposition attached_pic, MKV edition entries, stream titles, language tags, tag writing for MP4/MKV/MP3/FLAC. Use when the user asks to add chapters, edit tags, set title/artist/year, add cover art, embed thumbnail, set stream language, rename audio tracks, mark default/forced subtitle track, strip metadata, or write an ffmetadata file.

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Ffmpeg Ocr Logo · damionrashford bundle
OCR, logo detection, and rectangle operations with ffmpeg: ocr (Tesseract inside ffmpeg), find_rect (find a reference rectangle), cover_rect (hide it), delogo and removelogo (station logo removal), qrencode (generate QR), quirc (decode QR from frames). Use when the user asks to read text from video frames, detect a recurring logo, hide or blur a TV station watermark, find repeated rectangles, extract visible text with OCR, or embed and decode a QR code inside video.

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Ffmpeg Playback · damionrashford bundle
Preview and debug media with ffplay: quick A/V preview, filter-graph testing (-vf/-af), loudness meter (ebur128), AV-sync debug, seek/loop, show waveform/spectrum/vectorscope, pixel format overlay. Use when the user asks to preview a video, play back a file quickly, test a filter with live output, debug audio/video sync, inspect loudness visually, loop a clip, or scrub through frame-by-frame for QA.

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Ffmpeg Rist Zmq · damionrashford bundle
Advanced streaming protocols with ffmpeg: RIST (rist://, Reliable Internet Streaming Transport for contribution), ZMQ (zmq:// for real-time filter-graph control via ZeroMQ), prompeg (SMPTE 2022-1 forward-error-correction), icecast (radio / shoutcast streaming), RTP-MPEGTS with FEC. Use when the user asks to stream RIST contribution, control an ffmpeg filter graph live via ZMQ, add forward-error-correction to RTP, push to an icecast radio station, or do pro-grade low-latency IP transport with FEC and reliability.

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Media Handbrake · damionrashford bundle
Video transcoding with HandBrake CLI (HandBrakeCLI): smart presets (Fast / HQ / Super HQ / Apple iPhone / iPad / Apple TV / Discord / YouTube), 2-pass encoding, automatic black-bar auto-crop, built-in denoise/deinterlace, queue batch, chapter preservation. Use when the user asks to transcode with HandBrake, use Apple device presets, do smart auto-crop encoding, build a reliable archival encode, batch convert with HandBrake, or use the official HandBrake presets.

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Media Mediainfo · damionrashford bundle
Deep container and stream analysis with MediaInfo (mediainfo --Output=JSON --Full --Inform): codec profiles and levels, bitrate ladders, GOP structure, HDR10 + HDR10+ + Dolby Vision metadata, audio stream channel descriptions, container quirks beyond ffprobe. Use when the user asks to get detailed media info, check codec profile/level, inspect HDR metadata, analyze bitrate distribution, see GOP structure, diagnose a container, or get professional broadcast media diagnostics.

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Mediamtx Server · damionrashford bundle
Host an all-protocol media server with MediaMTX (bluenviron/mediamtx, formerly rtsp-simple-server): single binary speaks RTSP + RTSPS + RTMP + RTMPS + HLS + LL-HLS + WebRTC (WHIP/WHEP) + SRT + MPEG-TS + RTP, auto-transmuxes between them on the fly. Author mediamtx.yml (paths, record, hooks, auth internal/HTTP/JWT), drive the Control API at /v3/* (config, paths, connections, sessions, recordings), Prometheus metrics, on-demand publishing, forward/proxy to other servers, Docker deployment. Use when the user asks to host an RTSP/RTMP/HLS/WebRTC/SRT server, run a self-hosted media server, ingest to an all-protocol endpoint, build a WHIP receiver, stream to a browser via LL-HLS or WebRTC, record streams to disk, or set up a media relay — all without transcoding.

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Ndi Docs · damionrashford bundle
Search and fetch official NDI documentation from docs.ndi.video (Vizrt, formerly NewTek NDI): SDK landing, release notes, port numbers (mDNS 5353, messaging 5960, streams 5961+), HDR spec (PQ and HLG), SDK vs Advanced SDK differences, NDI 6 features (native HDR, HX3, Agilex 7, NDI Bridge), plus DistroAV (the OBS plugin formerly obs-ndi) README fallback. Use when the user asks to look up an NDI API, NDIlib_send/recv/find functions, check NDI port numbers, verify NDI wire protocol details (SpeedHQ codec, NDI|HX vs NDI full, NDI 6 vs NDI 5 differences), read NDI SDK docs, check SDK-vs-Advanced-SDK feature matrix, integrate NDI with OBS via DistroAV, or verify an NDI call against the real documentation.

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Obs Docs · damionrashford bundle
Search and fetch official OBS Studio documentation: docs.obsproject.com (backend-design, plugins, frontends, graphics, scripting, reference-core, reference-modules, reference-core-objects, reference-libobs-util, reference-libobs-callback, reference-libobs-graphics, reference-libobs-media-io, reference-frontend-api), install wiki, obs-plugintemplate README, obs-websocket protocol reference. Use when the user asks to look up an OBS API, find an obs_ function signature, check libobs callback signatures, read OBS scripting API, search obs-websocket request/event/opcode details, learn OBS plugin authoring, look up frontend API calls, or verify an OBS SDK call against the real documentation.

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Ptz Docs · damionrashford bundle
Search and fetch docs for PTZ camera control protocols: Sony VISCA (Command List v2.00, BRC-H900, SRG-300H, PTZOptics VISCA over IP) — byte-level serial or UDP:52381 with payload-wrapped VISCA, and ONVIF (onvif.org profiles — S streaming deprecated, T successor with H.264/H.265/metadata, G on-device recording, Q deprecated, M metadata/analytics, A/C/D access control). WS-Discovery multicast 239.255.255.250:3702, SOAP/XML with WS-Security UsernameToken digest, Device/Media/PTZ/Imaging/Events/Recording services. Use when the user asks to look up a VISCA command, find an ONVIF service, check WS-Discovery packet structure, verify PTZ protocol syntax, or read the canonical PTZ specs.

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Ffmpeg Bitstream · damionrashford bundle
Apply bitstream filters (-bsf) with ffmpeg to rewrite packet metadata without re-encoding: h264_mp4toannexb, hevc_mp4toannexb, aac_adtstoasc, extract_extradata, dump_extra, setts, noise, remove_extra, filter_units, mjpeg2jpeg, mpeg4_unpack_bframes. Use when the user asks to fix MP4-to-TS mux errors, convert H.264/HEVC between MP4 and Annex-B, fix AAC ADTS to ASC for MP4, repair a broken container, change PTS/DTS without re-encode, or extract raw codec extradata/SPS-PPS.

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Ffmpeg Chromakey · damionrashford bundle
Chromakey, greenscreen, and compositing with ffmpeg: chromakey, colorkey, hsvkey, lumakey, chromakey_cuda, despill, backgroundkey, overlay with alpha. Use when the user asks to do a greenscreen, remove a green/blue background, chroma key, key out a color, composite a subject onto a new background, fix spill from a greenscreen, layer transparent video, or replace a solid background with another video.

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Ffmpeg Hdr Color · damionrashford bundle
HDR tone-mapping and color-space conversion with ffmpeg: tonemap, zscale, libplacebo tone-mapping, colorspace filter, HDR10/HDR10+/HLG/Dolby Vision → SDR, BT.2020 → BT.709, PQ → gamma 2.4. Use when the user asks to convert HDR to SDR, tone-map HDR10, downconvert HDR10 to Rec.709, handle Dolby Vision, convert HLG to SDR, change color primaries or transfer function, or make HDR content SDR-playable on phones/web.

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Ffmpeg Lut Grade · damionrashford bundle
Color grading and LUT application with ffmpeg: lut3d (.cube/.3dl), lut1d, haldclut, colorbalance, selectivecolor, colormatrix, colorlevels, colorchannelmixer, hue. Use when the user asks to apply a LUT, apply a .cube file, color grade, do a cinematic look, apply a film emulation, adjust shadows/midtones/highlights independently, apply a Hald CLUT, fix color cast, or match color between clips.

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Ffmpeg Stabilize · damionrashford bundle
Video stabilization with ffmpeg: 2-pass vidstabdetect + vidstabtransform (vid.stab library), single-pass deshake, deshake_opencl, and rolling-shutter correction. Use when the user asks to stabilize shaky footage, smooth out handheld video, fix camera shake, de-wobble a GoPro clip, fix rolling shutter, apply optical stabilization in post, or run the vid.stab detect/transform pipeline.

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Ffmpeg Streaming · damionrashford bundle
Package and stream media with ffmpeg: HLS (hls muxer), MPEG-DASH (dash muxer), RTMP push (to YouTube/Twitch/custom ingest), SRT, RTSP, RTP, UDP, plus tee muxer for multi-output. Use when the user asks to stream to YouTube/Twitch/Facebook Live, push RTMP, generate HLS segments, build a DASH manifest, go live, set up low-latency streaming with SRT, or output to multiple destinations at once.

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Ffmpeg Subtitles · damionrashford bundle
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, embed SRT/VTT/ASS, extract subs from a file, convert subtitle format, style captions, or sync subtitle timing.

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Ffmpeg Transcode · damionrashford bundle
Transcode video/audio between codecs and containers with ffmpeg (H.264, HEVC, AV1, VP9, ProRes, AAC, Opus; MP4, MKV, WebM, MOV). Use when the user asks to convert a video, change codec, re-encode, reduce file size with CRF, target a bitrate, do 2-pass encoding, change container, or make a file web/mobile/social-media compatible.

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Media Denoise AI · damionrashford bundle
AI audio noise reduction with open-source + commercial-safe models that go beyond ffmpeg's built-in afftdn/arnndn: DeepFilterNet (MIT, Rikorose, real-time full-band 48 kHz speech denoise, ships as a prebuilt Rust binary), RNNoise (BSD-3, Xiph/Mozilla reference RNN suppressor, already in ffmpeg as arnndn filter), Resemble Enhance (Apache 2.0, Resemble AI, does denoise + dereverb + bandwidth extension in one pass). Use when the user asks to remove audio noise, enhance voice clarity, clean up a podcast, restore old / lo-fi audio, suppress hum/hiss/keyboard clicks from a video call, fix muffled speech, or get better results than ffmpeg afftdn / arnndn alone.

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Media Mkvtoolnix · damionrashford bundle
Matroska (MKV) authoring with MKVToolNix (mkvmerge, mkvextract, mkvpropedit, mkvinfo): split or merge MKV without re-encode, extract tracks, edit chapter titles, add attachments, change track metadata in-place, fix header compression, adjust default/forced flags. Use when the user asks to split an MKV at timestamps, merge MKVs, extract a track (audio/subs/attachment), edit MKV chapter names, change default track flags, fix MKV metadata without re-encoding, or demux a MKV with mkvextract.

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Webrtc Mediasoup · damionrashford bundle
Host a WebRTC SFU with mediasoup (mediasoup.org/documentation/v3/): Worker (C++ subprocess, one per CPU core) to Router (per-room routing surface) to Transport (WebRtcTransport for ICE/DTLS/SRTP, PlainTransport for plain RTP + ffmpeg/GStreamer bridge, PipeTransport for Router-to-Router, DirectTransport for Node-Worker control plane) to Producer (incoming peer track) / Consumer (outgoing peer track) / DataProducer/DataConsumer (SCTP channels). ActiveSpeakerObserver / AudioLevelObserver for server-side detection. Node.js API (createWorker, router.createWebRtcTransport, transport.produce, transport.consume). Clients via mediasoup-client (browser) or libmediasoupclient (C++). Signaling is BYO — protoo is the reference. Use when the user asks to build a video-conferencing server, spin up a Node.js SFU, bridge mediasoup to ffmpeg via PlainTransport, or build a meeting room backend.

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Otio Docs · damionrashford bundle
Search and fetch official OpenTimelineIO (OTIO) docs from opentimelineio.readthedocs.io and github.com/AcademySoftwareFoundation/OpenTimelineIO: timeline primitives (RationalTime, TimeRange, TimeTransform), containers (Timeline/Stack/Track), content (Clip/Gap/Transition), MediaReferences, tutorials (quickstart, timeline-structure, time-ranges, write-a-schemadef-plugin, adapters), Python API (schema/core/opentime/algorithms/media_linker/hooks), adapter catalog (otio_json, otiod, otioz native; cmx_3600 EDL, fcp_xml, fcpx_xml, aaf_adapter, ale, burnins, maya_sequencer, xges, svg via OpenTimelineIO-Plugins). Use when the user asks to look up an OTIO class, find an adapter for a NLE format, verify Python bindings, or read OpenTimelineIO docs.

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Ffmpeg Cut Concat · damionrashford bundle
Trim, cut, split, segment, and concatenate media with ffmpeg (stream copy when possible, re-encode across cut boundaries). Use when the user asks to trim a video, cut a clip, extract a segment by timestamps, remove a section, split into parts, join/merge videos, concatenate files, or build a segmented HLS-style playlist.

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Ffmpeg Speed Time · damionrashford bundle
Speed ramps, time remapping, and temporal effects with ffmpeg: setpts (variable PTS expressions), asetpts, minterpolate for motion-compensated slow-motion, reverse and areverse, tblend for frame blending, freezeframe, loop, tpad (temporal pad), setrate+atempo combos. Use when the user asks to slow down video, speed up, time-lapse, ramp speed up/down, do a speed ramp, reverse a clip, freeze the last frame, hold on a frame, loop a video, or do frame-blending slow-motion.

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Media Imagemagick · damionrashford bundle
Image manipulation with ImageMagick (magick / convert / mogrify / composite / identify / montage): resize, crop, rotate, convert between 200+ formats, compose layers with alpha, add text, apply effects, batch process folders, color operations, PDF/PSD/HEIC/AVIF/JXL support. Use when the user asks to process images, resize photos, convert image formats, composite layers, build a photo montage, add text to an image, apply a filter, or batch convert an image folder.

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Media Interpolate · damionrashford bundle
AI frame interpolation with open-source + commercial-safe models: RIFE (MIT, current best real-time open-source interpolator; ECCV 2022; available as rife-ncnn-vulkan prebuilt CLI on macOS/Linux/Windows), FILM (Apache 2.0, Google 2022, excels on large motion), PractCL (MIT, practical cascaded refinement). Convert 24fps to 60fps, create AI slow-motion, smooth low-framerate footage, anime frame-doubling. Superior to ffmpeg minterpolate (2015 motion-estimation filter) for clean motion without warping or jelly artifacts. Use when the user asks to interpolate frames, do AI slow-motion, boost framerate, smooth 24 to 60fps or 30 to 60fps, create motion-compensated tweens, in-between two images, or when ffmpeg minterpolate produces artifacts.

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Media Scenedetect · damionrashford bundle
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 when the user asks to split a video at scene changes, build a chapter list from scene cuts, generate thumbnails per scene, detect shot boundaries reliably, or do content-aware auto-chapter markers (better than ffmpeg scdet).

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Ffmpeg Vapoursynth · damionrashford bundle
VapourSynth integration with ffmpeg: vapoursynth demuxer reads VapourSynth script (.vpy) output as a video source for ffmpeg, enabling Python-based frame-server filtering with plugins like QTGMC (deinterlace), KNLMeansCL (denoise), dfttest, BM3DCUDA, MVTools, SVPflow, AviSynth+ compat. Use when the user asks to use VapourSynth scripts in an ffmpeg pipeline, run QTGMC deinterlacing, chain VapourSynth frame-server filters to ffmpeg, do Python-based filter graphs, or leverage VapourSynth plugins ffmpeg lacks natively.

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Gstreamer Pipeline · damionrashford bundle
Build and run GStreamer pipelines with gst-launch-1.0, introspect elements with gst-inspect-1.0, discover media with gst-discoverer-1.0, enumerate devices with gst-device-monitor-1.0, play files with gst-play-1.0, detect type with gst-typefind-1.0. Pipeline syntax (element ! element, named elements, caps filter), common flows (file playback, transcoding, RTP send/receive, HLS/DASH segmenting, WebRTC via webrtcbin, RTSP server via rtspclientsink/rtsp-server library, screen capture, webcam, appsrc/appsink integration). Use when the user asks to build a GStreamer pipeline, construct a gst-launch command, do real-time video processing with GStreamer, pipe ffmpeg output into GStreamer, build an embedded/Linux media pipeline, use webrtcbin, stream RTSP via GStreamer, or author a plugin-graph pipeline.

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Hdr Hdr10plus Tool · damionrashford bundle
Author HDR10+ dynamic metadata with hdr10plus_tool: extract (HDR10+ metadata out of HEVC/MKV to Samsung-compatible JSON with scene info), inject (HDR10+ SEI NAL units into HEVC Annex-B before slice data), remove (strip HDR10+ NAL units), plot (brightness-metadata PNG), editor (JSON-driven edits: drop frames, duplicate runs). Plus an x265-encode convenience subcommand that emits an `x265 --dhdr10-info metadata.json` command so x265 embeds HDR10+ SEI at encode time (avoids the inject step). Integrates with ffmpeg hevc_mp4toannexb bitstream filter and mkvmerge/MP4Box. Use when the user asks to author HDR10+ metadata, extract HDR10+ JSON, inject HDR10+ into an HEVC encode, verify HDR10+ SEI presence, plot HDR10+ brightness curves, or work with hdr10plus_tool.

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Media Cloud Upload · damionrashford bundle
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 a finished encode to CDN, or distribute media to a video platform.

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Ffmpeg Docs · damionrashford bundle
Search and fetch official FFmpeg documentation from ffmpeg.org: ffmpeg, ffmpeg-all, ffmpeg-filters, ffmpeg-codecs, ffmpeg-formats, ffmpeg-protocols, ffmpeg-devices, ffmpeg-bitstream-filters, ffmpeg-utils, ffmpeg-scaler, ffmpeg-resampler, ffprobe-all, ffplay-all, general, faq, platform, developer. Use when the user asks to look up an ffmpeg option, find filter parameters, check a muxer or demuxer option, search ffmpeg docs, get the official description of a codec flag, find out what an ffmpeg flag does, or verify ffmpeg syntax against the real documentation.

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Ffmpeg Audio Filter · damionrashford bundle
Apply audio filters with ffmpeg -af / -filter_complex: loudnorm (EBU R128), volume, dynaudnorm, compand, equalizer, bass/treble, aresample (sample rate), atempo (speed), apad/atrim, amix, amerge, pan (channel layout), silenceremove, afade, asetrate. Use when the user asks to normalize loudness, boost/reduce volume, EQ audio, resample, change speed/tempo, trim silence, mix audio tracks, merge channels, swap/remap channels, convert mono/stereo/5.1, or fade in/out.

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Ffmpeg Compose Mask · damionrashford bundle
Advanced compositing, masking, and channel operations with ffmpeg: maskedclamp, maskedmax, maskedmin, maskedmerge, maskedthreshold, maskfun, alphamerge, alphaextract, premultiply, unpremultiply, displace, hysteresis, floodfill, remap, mergeplanes, shuffleplanes, extractplanes, shuffleframes, shufflepixels, rgbashift, blend (spatial). Use when the user asks to composite with masks, extract or merge alpha, manipulate individual YUV/RGB/alpha planes, do roto-style compositing, displacement map one video by another, remap pixels, or split and recombine channels.

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Ffmpeg Video Filter · damionrashford bundle
Apply video filters with ffmpeg -vf / -filter_complex: scale, crop, pad, rotate/transpose, fps, setsar, deinterlace (yadif/bwdif), overlay, hstack/vstack, drawtext, drawbox, color (curves, eq, colorchannelmixer), denoise, sharpen, blur, fade, zoompan. Use when the user asks to resize, crop, rotate, flip, pad, overlay a watermark/logo, stack videos side-by-side, add text/captions on top, change fps, deinterlace, color correct, sharpen, blur, or apply any video effect.

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Media Subtitle Sync · damionrashford bundle
Automatic subtitle synchronization with alass and ffsubsync: align SRT/ASS/VTT timings to video audio, fix out-of-sync captions, shift by fixed offset, handle variable drift, framerate mismatch correction. Use when the user asks to sync subtitles, fix out-of-sync SRT, auto-align captions to audio, correct subtitle drift, match translated subs to original video timing, or batch-align a season of subtitle files.

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Ffmpeg Audio Spatial · damionrashford bundle
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 headphone audio, apply HRTF, convert stereo to 5.1, upmix mono to surround, widen stereo image, split channels to separate tracks, route channels, or fix mobile-device listening fatigue.

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Ffmpeg Frames Images · damionrashford bundle
Extract frames, make thumbnails, build sprite/contact sheets, import/export image sequences, and create high-quality GIFs (palettegen+paletteuse) with ffmpeg. Use when the user asks to grab a thumbnail, extract frames, take a screenshot at a timestamp, create a contact sheet or sprite sheet, convert video to images/PNGs/JPGs, convert an image sequence to video, or make a GIF from a video.

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Ffmpeg Ocio Colorpro · damionrashford bundle
Professional color management with ffmpeg + OpenColorIO: ocio filter (OCIO config / LUT / colorspace transforms), ACES workflows (ACEScc / ACEScg / ACES2065-1), Resolve-compatible LUTs, film-emulation via OCIO, iccdetect, iccgen, ICC profile handling. Use when the user asks for ACES color management, apply an OCIO config, use a studio/film LUT, embed ICC profiles, convert between ACEScc/ACEScg/sRGB/Rec709/DCI-P3, do Resolve-grade post color workflows, or match DaVinci Resolve's color pipeline in ffmpeg.

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Decklink Docs · damionrashford bundle
Look up Blackmagic DeckLink SDK docs at blackmagicdesign.com/developer: DeckLink C++ / COM-style API (DeckLinkAPI.h, DeckLinkAPI.idl), Desktop Video SDK (driver + runtime), DeckLink Arduino SDK. Core interfaces: IDeckLink, IDeckLinkInput, IDeckLinkOutput, IDeckLinkDisplayMode, IDeckLinkConfiguration, IDeckLinkNotification, IDeckLinkProfileAttributes. BMDPixelFormat (8BitYUV/10BitYUV/ARGB/BGRA/10BitRGB/r210/v210), BMDDisplayMode (SD/HD/2K/UHD/4K/8K). Relationship to ffmpeg decklink demuxer/muxer. Use when the user asks to look up a DeckLink API, check supported pixel formats or display modes, verify an IDeckLinkInput or IDeckLinkOutput method, or find Blackmagic SDK documentation.

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Mediamtx Docs · damionrashford bundle
Search and fetch official MediaMTX documentation from mediamtx.org: kickoff (introduction, install, upgrade), features (architecture, publish, read, record, playback, authentication, hooks, metrics, forward, proxy, performance, rtsp-specific-features, rtmp-specific-features, webrtc-specific-features, srt-specific-features, absolute-timestamps, always-available, on-demand-publishing, decrease-packet-loss, extract-snapshots, remuxing-reencoding-compression, start-on-boot, embed-streams-in-a-website, expose-the-server-in-a-subfolder, logging, configuration), publish + read howtos (ffmpeg, gstreamer, obs-studio, python-opencv, golang, unity, raspberry-pi-cameras, rtsp, rtmp, hls, srt, webrtc, rtp, mpeg-ts), references (configuration-file, control-api). Use when the user asks to look up a MediaMTX config option, find a control-api endpoint, verify supported protocols, check auth modes (internal/HTTP/JWT), or read mediamtx howtos.

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Skill Creator · damionrashford bundle
Use when building a skill, creating a SKILL.md, packaging a workflow, making a slash command, or asked "how do I make a skill". Scaffolds the folder, generates SKILL.md from a template, validates against spec. Produces a complete ready-to-deploy skill folder: scripts, references, assets. Also use to review or improve an existing skill.

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Media Pipeline Router · damionrashford
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", "DASH package", "encode for streaming", "CDN upload", "make a HLS manifest", "multi-bitrate ladder", "CMAF package", "LL-HLS", "low-latency stream", "Widevine package", "DRM package", "package for streaming", "broadcast deliver", "MXF master", "IMF package", "ProRes master", "DPP deliver", "AS-11 deliver", "Netflix deliver", "broadcast spec deliver", "deliver for air", "create IMF", "Premiere to Resolve", "round-trip", "OTIO export", "editorial conform", "XML round-trip", "FCPXML", "EDL export", "AAF export", "convert timeline", "Avid to Premiere", "Resolve to Premiere", "upscale this", "interpolate frames", "denoise AI", "remove background", "rotoscope", "matte", "depth estimate", "AI upscale", "RIFE", "Real-ESRGAN"

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Workflow Vfx Pipeline · damionrashford
VFX-grade I/O and handoff — read/write USD (Pixar Universal Scene Description), deep and multi-part OpenEXR, color-managed OpenImageIO with ACES/OCIO configs, dailies, cryptomatte extraction, plate generation for compositors, and delivery back to editorial or IMF. Use when the user says "ACES pipeline", "EXR sequence", "USD stage", "VFX plates", "cryptomatte", "ARRI LogC to ACEScg", "deep compositing", or anything VFX-I/O related.

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Gstreamer Docs · damionrashford bundle
Search and fetch official GStreamer documentation from gstreamer.freedesktop.org: application-development, tutorials, plugin-development, tools (gst-launch-1.0, gst-inspect-1.0, gst-device-monitor-1.0, gst-discoverer-1.0, gst-play-1.0, gst-typefind-1.0), libraries (core gstreamer, base, video, audio, rtp, webrtc, sdp, pbutils, app, coreelements, coretracers, libav). Use when the user asks to look up a GStreamer element, find an element's properties or pads, check caps negotiation rules, search GStreamer docs, verify a gst-launch pipeline, look up the gstreamer webrtcbin or hlssink API, or verify a GStreamer call against the real docs.

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Ffmpeg Denoise Restore · damionrashford bundle
Denoising and restoration with ffmpeg: nlmeans (non-local means), bm3d, hqdn3d, atadenoise, fftdnoiz, dctdnoiz, removegrain, nnedi, derain, dnn_processing with ESPCN/EDSR/SRCNN super-resolution, afftdn, anlmdn, arnndn (RNN audio denoise). Use when the user asks to denoise video, clean up grain, remove noise, restore old footage, fix a noisy webcam, remove film grain, upscale with AI super-resolution, enhance video quality, or run RNNoise-style audio denoise.

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Media Ffmpeg Normalize · damionrashford bundle
Higher-level EBU R128 loudness normalization with ffmpeg-normalize: 2-pass loudnorm batch wrapper, target loudness/TP/LRA, preserves streams, works across directories, output format selection, dry-run plan. Use when the user asks to batch-normalize audio loudness, apply EBU R128 across many files, use ffmpeg-normalize (not raw loudnorm), set-and-forget loudness processing for a podcast library, or do broadcast-compliant loudness normalization at scale.

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Workflow AI Generation · damionrashford
Generate media from scratch with 2026 open-source AI — TTS voiceover (Kokoro / OpenVoice / Piper), image gen (FLUX-schnell / Kolors / Sana / ComfyUI), video gen (LTX-Video / CogVideoX / Mochi / Wan), music (Riffusion / YuE), lipsync talking heads (LivePortrait / LatentSync), OCR (PaddleOCR / Tesseract 5 / TrOCR), zero-shot tagging (CLIP / SigLIP / BLIP-2 / LLaVA). Strict commercial-safe license filter. Use when the user says "generate a video", "TTS voiceover", "AI explainer video", "clone my voice", "generate music", "AI image", "digital human", or anything about from-scratch AI media.

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Ffmpeg Lens Perspective · damionrashford bundle
Lens correction, perspective warp, and geometric transforms with ffmpeg: lenscorrection (barrel/pincushion), lensfun (post-processing lens DB), perspective (keystone fix), vignette (add/remove vignetting), shear, tiltandshift, rotate with interpolation. Use when the user asks to fix barrel or fisheye distortion, remove lens distortion, correct keystone / perspective, add a cinematic vignette, un-shear tilted footage, or apply lens-corrective transforms.

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Workflow AI Enhancement · damionrashford
Restore, upscale, and enhance existing footage using 2026 open-source AI models — Real-ESRGAN/SwinIR/HAT super-resolution, RIFE/FILM interpolation, DeepFilterNet/RNNoise audio denoise, rembg/BiRefNet/RVM matting, Depth-Anything v2 depth — with strict OSI-open commercial-safe license filter. Use when the user says "upscale old footage", "remaster", "enhance quality", "30 to 60fps", "AI denoise", "restore VHS", "remove background from video", or anything about AI-driven footage restoration.

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Hdr Dynmeta Docs · damionrashford bundle
Search and fetch docs for HDR dynamic-metadata CLIs: dovi_tool (Dolby Vision RPU authoring — profiles 4, 5, 7, 8.1, 8.4 — github.com/quietvoid/dovi_tool) and hdr10plus_tool (HDR10+ SEI authoring — github.com/quietvoid/hdr10plus_tool). Canonical subcommand lists (info, generate, editor, export, plot, convert, demux, mux, extract-rpu, inject-rpu for dovi_tool; extract, inject, remove, plot, editor for hdr10plus_tool), HEVC Annex-B + Matroska I/O, integration with ffmpeg bitstream filters + mkvmerge + MP4Box. Use when the user asks to look up a dovi_tool or hdr10plus_tool subcommand, check Dolby Vision profile support, verify HDR dynamic-metadata tool usage, or read the canonical GitHub README.

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Workflow Live Production · damionrashford
End-to-end live production — OBS as the mixer with obs-websocket control, MIDI/OSC cue triggers, DMX lighting sync, PTZ camera moves, system audio routing, NDI/SDI I/O, and multi-protocol egress via MediaMTX. Use when the user says "go live", "run a live show", "live stream", "wire up OBS", "scene switch on MIDI", "OBS + lighting + PTZ", "broadcast webinar", or anything involving real-time production with multiple control surfaces firing together.

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Workflow Analysis Quality · damionrashford
Deep media inspection + automated QC — ffprobe stream details, MediaInfo diagnostics, VMAF/PSNR/SSIM quality metrics, PySceneDetect scene cuts, crop/silence/black-frame/interlacing detection, ffplay scope debugging, NAL/SEI bitstream forensics, metadata audits, loudness compliance against Spotify/Apple/ATSC/EBU specs, and automated CI QC gates. Use when the user says "QC this file", "run VMAF", "compare encoders", "detect scene cuts", "check loudness compliance", "validate delivery spec", "automated QC pipeline", or any deep inspection / quality gating.

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Workflow Audio Production · damionrashford
Full-stack audio routing across macOS / Linux / Windows, MIDI + OSC control surfaces, DAW integration over JACK, DSP (EQ / compression / loudness / spatial / binaural HRTF), AI denoise (DeepFilterNet / RNNoise / Resemble Enhance), stem separation (Demucs), TTS, Whisper transcription, and EBU R128 / Spotify / Apple / ATSC loudness certification. Use when the user says "set up DAW", "route audio through OBS", "MIDI control surface", "binaural ASMR", "stem separation", "loudness to −16 LUFS", "JACK transport", or anything audio-stack-related.

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Workflow Podcast Pipeline · damionrashford
Raw podcast recordings → polished, loudness-compliant (EBU R128 / Spotify / Apple Podcasts / ACX), caption-accurate (Whisper), chapter-tagged deliverables across MP3 / M4A / video-podcast. Covers multi-mic capture, AI denoise, sidechain ducking, auto-chaptering, multi-language subtitles, ID3/MP4 metadata, and batch release. Use when the user says "publish a podcast episode", "normalize loudness to −16 LUFS", "auto-chapter", "podcast subtitles", "batch process episodes", "interview diarization", or anything podcast-production-related.

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Audio Routing Docs · damionrashford bundle
Search and fetch docs for system-level audio routing subsystems (lives BELOW ffmpeg): PipeWire (docs.pipewire.org — pw-cli, pw-dump, pw-link, pw-cat, pw-top, pw-loopback, WirePlumber session manager, PA+JACK compat), JACK Audio Connection Kit (jackaudio.org, jackd/jack_lsp/jack_connect, JACK1 vs JACK2, JackTrip for network audio), Apple Core Audio (developer.apple.com archive — HAL plugins, Aggregate/Multi-Output devices, BlackHole virtual driver), Windows WASAPI (learn.microsoft.com — exclusive vs shared mode, MMDevice, Audio Engine, WDM/KS stack, VB-Cable, VoiceMeeter). Use when the user asks to look up a PipeWire/JACK/CoreAudio/WASAPI API, verify a system audio routing command, check virtual audio driver setup, or find subsystem docs.

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Workflow Broadcast Delivery · damionrashford
Produce broadcast-grade MXF OP1a or Netflix IMF masters with HDR dynamic metadata (Dolby Vision / HDR10+), SDI capture/playout, ACES color management, CEA-608/708 captions, and timecode-accurate delivery. Use when the user says "deliver to broadcast", "make an IMF for Netflix", "MXF OP1a", "SDI ingest", "Dolby Vision profile 8.1", "convert DV profile 7 to 8.1", "broadcast master", or anything about professional broadcast/OTT mastering.

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Workflow Acquisition Archive · damionrashford
Ingest from every source — web (yt-dlp), screen / webcam / mic capture, SDI (DeckLink), DSLR tether (gphoto2), NDI network sources, RTSP / IP cameras via MediaMTX, PTZ — then verify integrity (SHA-256 + full-decode pass), preserve metadata (EXIF / XMP / IPTC), normalize to MKV or FFV1 / J2K / ProRes archival containers, and push to cold-storage cloud (Glacier / B2 / Archive.org). Use when the user says "download YouTube playlist", "capture SDI for 24 hours", "archive IP cameras", "preserve VHS rips", "tether DSLR timelapse", "cold-storage upload", or any ingest-to-archive workflow.

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Workflow Vod Post Production · damionrashford
Traditional VOD finishing — transcode to mezzanine + proxies, cut/trim/concat, color grade (LUT / OCIO / manual), stabilize handheld, denoise, retime (slow-mo / reverse / speed ramps), chromakey, lower thirds, burn subtitles, loudness normalize, thumbnails/sprite sheets, chapter metadata, and final delivery H.264/AV1 for YouTube/social/archive. Use when the user says "finish my YouTube video", "post-production", "color grade and stabilize", "convert to vertical TikTok", "batch wedding videos", "sprite sheet for scrubbing", or standard VOD finishing.

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Workflow Editorial Interchange · damionrashford
Move timelines between NLEs (Premiere, Final Cut Pro X, DaVinci Resolve, Avid, Lightworks) using OTIO as the pivot format, with cuts, transitions, media links, and timecode preserved. Use when the user says "move my Premiere timeline to Resolve", "export from FCP to Avid", "round-trip AAF", "conform multi-rate edit", "generate proxies and relink", "FCPXML to AAF", or anything about editorial round-trip between pro NLEs.

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Workflow Streaming Distribution · damionrashford
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", "add Widevine", "multi-bitrate DASH", "WHIP ingest", "low-latency HLS", "SRT contribution", "stream to multiple platforms", "SFU for WebRTC", or anything involving large-scale distribution.

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162 published skills · page 2 of 2