get-last-frame
Extract the last frame of an MP4 file into an image using OpenCV. Use when the user needs the final frame of a generated video saved as a still image.
Extract the last frame of an MP4 file into an image using OpenCV. Use when the user needs the final frame of a generated video saved as a still image.
Optimizes standard I/O and file operations for high-performance data processing in .NET. Use when building high-throughput file processing or competitive programming solutions.
You are the audio fingerprinting and pattern detection specialist for Modcaster's content analysis.
Manages images and videos with Cloudinary including upload, transformation, and CDN delivery. Use when building media-rich applications requiring resize, crop, format conversion, and optimization.
Smoke test an audio upload endpoint using multipart/form-data. Use for quick end-to-end validation of transcription pipelines.
Use when processing YouTube videos, extracting subtitles, parsing VTT files, analyzing video content, generating timestamps, or creating video summaries
Use when "improving image quality", "enhancing screenshots", "upscaling images", "sharpening photos", or asking about "image optimization", "screenshot quality", "resolution improvement"
Download videos, audio, subtitles, and clean paragraph-style transcripts from YouTube and any other yt-dlp supported site. Use when asked to “download this video”, “save this clip”, “rip audio”, “get subtitles”, “get transcript”, or to troubleshoot yt-dlp/ffmpeg and formats/playlists.
Extract transcripts and metadata from YouTube videos
Render Manim scenes to still frames and review them to diagnose animation/layout issues. Use when debugging scenes, verifying visual correctness, or inspecting frame-by-frame output.
Beautify screenshots using ImageMagick - add rounded corners, drop shadows, gradient backgrounds, padding. Use when preparing screenshots for blog posts, documentation, or presentations. Transforms raw Playwright/browser screenshots into polished images.
ImageMagick integration patterns for Go. Use when processing images, rendering documents, or integrating ImageMagick commands. Triggers: image processing, document rendering, magick command, image conversion, PDF to image.
Transcribe audio recordings from meetings (MP3, WAV, M4A) into text using AWS Transcribe service
Find and attach the newest screenshot PNG in ~/temp/screenshots. Use when a user asks to locate, show, or attach the latest screenshot or wants the newest PNG from the screenshots folder.
Audio signal processing library for PyTorch. Covers feature extraction (spectrograms, mel-scale), waveform manipulation, and GPU-accelerated data augmentation techniques. (torchaudio, melscale, spectrogram, pitchshift, specaugment, waveform, resample)
Hardware-accelerated H.264 video encoding using Apple's VideoToolbox framework for iOS/macOS. Use this skill when building real-time video streaming apps, implementing WebRTC solutions, creating live broadcasting with low-latency requirements, or encoding camera frames for network transmission.
Expert in digital signal processing for audio applications. Validates biquad filter implementations, frequency response calculations, and audio algorithms. Use when modifying audio-math.ts, implementing new filter types, or adding spectral analysis features.
This skill should be used when the user asks to "convert video", "trim video", "cut video", "extract audio", "compress video", "resize video", "create gif", "merge videos", "combine videos", "add audio to video", or needs help with ffmpeg commands for video and audio processing.
Guide for using ImageMagick command-line tools to perform advanced image processing tasks including format conversion, resizing, cropping, effects, transformations, and batch operations. Use when manipulating images programmatically via shell commands.