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Media Claude Skills

3 032 media skills from 496 authors. They create and process images, video and sound. Half of them fit into 1 962 tokens or less — that is what one costs your context window when the agent loads it. 771 ship runnable scripts rather than instructions alone. 30 of them cannot work without an MCP server, most often rube. We also found 347 copies of these same skills sitting in other people's repositories — counted once here, not 347 times.

3 032 unique 496 authors 13 updated this month 173 from vendors

1 962
tokens, median
what a typical one costs in context
771
ship scripts
code that runs, not instructions alone
30
need a server
most often rube
347
copies elsewhere
counted once here, not once per repository

2 305–2 352 of 3 032

page 49 of 64
Opencv Template Matching
by cxcscmu

Count occurrences of a template object in an image using OpenCV template matching with non-maximum suppression.

736 tokens
Exploded View Illustration
by cxcscmu

Techniques for drawing isometric or orthographic exploded-view hardware diagrams programmatically using Pillow, with annotation leader lines and layer separation.

1.1k tokens
Pillow Technical Diagrams
by cxcscmu

Create technical poster and diagram images using Pillow (PIL), including shapes, text, lines, and layered composition.

672 tokens
Ffmpeg Keyframes
by cxcscmu

Extract I-frame keyframes from video files using FFmpeg command line, saving them as numbered PNG images.

411 tokens
Opencv Template Matching
by cxcscmu

Count occurrences of an object in an image using OpenCV template matching (cv2.matchTemplate). Use this skill whenever the user needs to detect and count how many times a small reference image (template) appears in a larger image, such as counting coins, enemies, or other game sprites. Works on both grayscale and color images.

723 tokens
Pillow Grayscale
by cxcscmu

Convert images to grayscale in-place using Pillow (PIL), overwriting original RGB files.

308 tokens
Image Generation Pillow
by cxcscmu

Technical image generation using Python's Pillow library. Use this when you need to programmatically create diagrams, posters, or technical drawings.

580 tokens
Image Object Detection
by cxcscmu

Techniques for image preprocessing and template matching to count objects in images.

450 tokens
Video Processing
by cxcscmu

Tools and techniques for extracting keyframes and processing video files using FFmpeg.

216 tokens
Image Generation Branding
by cxcscmu

Guidelines for applying strict brand color palettes and minimalist technical design standards to generated imagery.

211 tokens
Ffmpeg Frame Extraction
by cxcscmu

Use ffmpeg to extract key frames (I-frames) from a video file into a directory.

166 tokens
Image Grayscale Conversion
by cxcscmu

Use ImageMagick to convert an image to grayscale inplace.

91 tokens
Object Counting In Images
by cxcscmu

Detect and count occurrences of template images within a larger target image.

220 tokens
Image Grayscale
by cxcscmu

Convert images to grayscale in-place.

90 tokens
Video Keyframe Extraction
by cxcscmu

Extract key frames (I-frames) from video files using FFmpeg.

79 tokens
Run2 Clustering Metrics
by cxcscmu

Compute and aggregate F1 score and delta from clustering evaluation across images

2.3k tokens
Run2 Advanced Template Matching
by cxcscmu

Advanced OpenCV template matching with dynamic threshold tuning, robust NMS filtering, and multi-scale detection for object counting in images.

1.7k tokens
Run2 Ffmpeg Robust Extraction
by cxcscmu

Robust FFmpeg video frame extraction with error handling, alternative methods, and comprehensive frame selection strategies.

938 tokens
Run2 Image Processing Verification
by cxcscmu

Robust image processing with format conversion, in-place modification, and comprehensive verification of image properties.

1.9k tokens
Run2 Ffmpeg Keyframes
by cxcscmu

Extract I-frame keyframes from video files using FFmpeg, with output verification and naming conventions.

200 tokens
Run2 Opencv Grayscale
by cxcscmu

Convert images to grayscale in-place using OpenCV, including both keyframes and template images.

241 tokens
Run2 Ffmpeg Keyframes
by cxcscmu

Extract I-frame keyframes from video files using FFmpeg CLI, saving as zero-padded PNG sequences starting at 001.

276 tokens
Run2 Image Grayscale
by cxcscmu

Convert PNG images to grayscale inplace using ImageMagick; covers both keyframes and template images for consistent matching.

273 tokens
Run2 Advanced Technical Pillow
by cxcscmu

A skill for advanced technical illustration with Pillow, including complex hardware shapes, cooling fins, and annotation shelf-lines.

394 tokens
Run2 Anthropic Brand Identity
by cxcscmu

A skill for managing and applying Anthropic's specific brand identity, including color tokens, typography fallbacks, and technical illustration standards.

352 tokens
Run2 Ffmpeg Extraction
by cxcscmu

Advanced FFmpeg techniques for keyframe extraction with quality control.

224 tokens
Run2 Image Processing
by cxcscmu

Efficient inplace image processing using ImageMagick's mogrify.

157 tokens
Run2 Image Generation
by cxcscmu

Enhanced skill for programmatic design, incorporating system-level dependency management for image generation libraries.

151 tokens
Run2 Image Processing
by cxcscmu

Performs image format conversion and color space modification using ImageMagick tools.

123 tokens
Run2 Object Detection
by cxcscmu

Counts object occurrences in an image using OpenCV template matching with non-maximum suppression.

267 tokens
Run2 Video Frame Extraction
by cxcscmu

Extracts all key frames from a video file into a specified output directory using FFmpeg.

195 tokens
Run2 Ffmpeg Extract
by cxcscmu

Extract key frames (I-frames) from a video file into a sequence of images using FFmpeg.

307 tokens
Run2 Imagemagick Grayscale
by cxcscmu

Convert a batch of images to grayscale in-place using ImageMagick's mogrify command.

240 tokens
Run2 Object Counting
by cxcscmu

Count the number of object occurrences in an image using OpenCV template matching in Python.

425 tokens
Dbscan Custom Distance Clustering
by cxcscmu

Implement DBSCAN clustering with a custom weighted Euclidean distance metric controlled by shape_weight parameter. Use this skill to cluster citizen science point annotations on Mars cloud images.

393 tokens
Mars Cloud Data Loading Matching
by cxcscmu

Load citizen science and expert annotation datasets, match them by image using file_rad column, handle missing data, and prepare data for clustering evaluation.

503 tokens
Pareto Frontier Optimization
by cxcscmu

Execute grid search over DBSCAN hyperparameters, evaluate each combination across all images, filter by F1 threshold, and identify Pareto-optimal solutions balancing F1 score and delta metric.

578 tokens
Extract Video Keyframes to PNG
by cxcscmu

Converts an MP4 video file into individual keyframe PNG images. Use this to decompose a video into analyzable still frames. Extracts one keyframe per scene and stores them in the root directory with sequential naming.

101 tokens
Convert Keyframes To Grayscale
by cxcscmu

Use this skill to convert extracted keyframe PNG images to grayscale in-place using Python3 and PIL/Pillow. Only convert keyframe images, NOT template images (coin.png, enemy.png, turtle.png).

311 tokens
Count Objects In Frames Using Template Matching
by cxcscmu

Use this skill to count coins, enemies, and turtles in grayscale keyframe images using OpenCV template matching with a provided count_objects.py script. Includes robust output parsing and fallback to direct template matching if the script is unavailable.

1.6k tokens
Video Keyframe Extraction
by cxcscmu

Use this skill to extract keyframes (I-frames) from an MP4 video file using ffmpeg. This produces numbered PNG files in a specified output directory.

337 tokens
Convert Images To Grayscale Inplace
by cxcscmu

Convert all extracted keyframe PNG images from RGB to grayscale inplace, overwriting the original files. Also convert template images (coin.png, enemy.png, turtle.png) to grayscale. Use this before running object counting.

289 tokens
Extract Video Keyframes
by cxcscmu

Extract key frames from an MP4 video file and save them as PNG images in a target directory. Use this skill when you need to convert a video into individual frame images for further analysis.

180 tokens
Mars Cloud Data Grouping
by cxcscmu

Organizing annotation data by image identifiers to prepare for image-by-image clustering analysis.

237 tokens
Batch Grayscale Conversion Inplace
by cxcscmu

Converts all extracted keyframe images in a directory from RGB to grayscale and overwrites the original files.

178 tokens
Extract Keyframes From Video
by cxcscmu

Converts a video file into a series of keyframe images using FFmpeg with specific frame selection filters.

199 tokens
Technical Exploded View Protocol
by cxcscmu

Provides the workflow for creating minimalist, low-saturation technical illustrations using the Nova device as a template.

230 tokens
Image Preprocessing
by cxcscmu

Convert images to grayscale in-place using OpenCV.

106 tokens