Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Media
5,264 results · page 138 of 176
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cv-multilabel-rare-class-image-oversamplingSkillMedia
Oversample multi-label images by giving each image a duplication multiplier equal to the max per-class multiplier among its labels, so every rare class gets repetition without exploding common-class counts — the standard fix for long-tail multi-label distributions where SMOTE / per-row oversampling
Ready to connect★ 61
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cv-multimodal-prediction-unionSkillMedia
Combine match predictions from image embeddings, text similarity, and perceptual hash via set union for maximum recall
Ready to connect★ 61
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cv-patch-grid-count-regressionSkillMedia
Tile a large aerial image into fixed-size patches, accumulate per-class point-annotation counts into a grid tensor aligned with the tiles, and train a small CNN to regress per-class object counts per patch under MSE
Ready to connect★ 61
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cv-patient-level-stratified-kfoldSkillMedia
Stratifies CV folds at the patient level rather than image level, preventing data leakage when multiple images exist per patient.
Ready to connect★ 61
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cv-per-class-score-thresholdSkillMedia
Apply class-specific confidence thresholds by inferring the dominant class per image and indexing into a per-class threshold array
Ready to connect★ 61
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cv-phash-duplicate-groupingSkillMedia
Group near-duplicate images by perceptual hash (pHash) as a zero-cost baseline signal for product or image matching
Ready to connect★ 61
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cv-raft-optical-flow-extractionSkillMedia
Extract dense per-pixel motion fields between consecutive video frames using a pretrained RAFT model, producing an HxWx2 flow tensor that can be channel-stacked with RGB or used as a standalone motion feature for action / impact / event detection
Ready to connect★ 61
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cv-raster-to-svg-polygon-conversionSkillMedia
Converts a raster image to a size-bounded SVG via K-means color quantization, contour extraction, importance-ranked polygon assembly, and progressive simplification.
Ready to connect★ 61
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cv-rgby-4channel-fluorescence-loaderSkillMedia
Load fluorescence microscopy images stored as 4 separate single-channel PNGs (red microtubules, green target protein, blue nucleus, yellow ER) into a single HxWx4 tensor, preserving the biological semantics of each channel rather than collapsing to RGB
Ready to connect★ 61
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cv-semi-supervised-pretrained-backboneSkillMedia
Uses Facebook's semi-weakly supervised ImageNet-pretrained models (trained on 940M unlabeled images) as CNN backbones for stronger transfer learning than standard supervised pretraining.
Ready to connect★ 61
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cv-sentence-transformer-target-encodingSkillMedia
Encode text prompts into fixed-length dense vectors using SentenceTransformer for cosine-similarity evaluation in image-to-text retrieval tasks
Ready to connect★ 61
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cv-separate-pos-neg-dice-trackingSkillMedia
Track dice score separately for positive (mask-present) and negative (empty-mask) images to avoid division distortion
Ready to connect★ 61
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deliverySkillMedia
Deliver a change through an approved design contract, sequential implementation, independent review and exact-HEAD release. Use for any Bounded or Architectural change — including a small, one-line behavioral fix, which is the canonical Bounded case — so it gets design approval and independent revie
Ready to connect★ 61
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clean-ddd-hexagonalSkillMedia
Design or review backend domain and dependency boundaries using DDD, Clean Architecture, and ports/adapters. Use for aggregate modeling, bounded contexts, use-case isolation, or architecture refactoring; not routine CRUD changes.
Ready to connect★ 60
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feature-slicingSkillMedia
Organize frontend code with Feature-Sliced Design (FSD). Use when adopting FSD, placing code in an existing FSD project, or fixing slice imports and public APIs; not for every new component or page.
Ready to connect★ 60
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feishu-rich-cardSkillMedia
Send rich interactive cards with embedded images in Feishu group chats. Use when reporting progress, sharing analysis results, or presenting any content that benefits from mixed text+image layout in Feishu. Combines SVG UI templates (or matplotlib/PIL charts) with Feishu Card Kit API.
Ready to connect★ 60
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feishu-whiteboard-proSkillMedia
Create, modify, reskin, and review genuinely well-designed editable Feishu whiteboards. Suited for infographics, flowcharts, system diagrams, timelines, decision boards, posters, and visual explainers: first lock down the content facts and design brief, then compose for the whiteboard medium, mechan
Ready to connect★ 60
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fushi-yuelou-loft-zhuangxiu-zhinanSkillMedia
A dedicated Skill for duplex, split-level, and LOFT renovation guides. Covers the full process including staircase design and safety, double-height spaces and mezzanines, split-level and top-floor attics, space planning and functionality, and apartment/duplex considerations. It integrates the highli
Ready to connect★ 60
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laorenfang-zhuangxiu-zhinanSkillMedia
Dedicated Skill for elderly bedroom renovation guides. Covers the full process: anti-slip and fall prevention, nighttime trips and lighting, accessibility and senior-friendly facilities, elderly bedroom layout, and comprehensive aging-in-place design. Curated in reverse order from the essence of the
Ready to connect★ 60
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lighting-pitfall-avoidance-guideSkillMedia
A dedicated Skill for avoiding pitfalls in lighting design. Covers the full workflow including lampless (no-main-light) design, light strips and ambient lighting, main lights and ceiling lamps, color temperature, color rendering and lamp selection, zoned lighting, and comprehensive lighting. It inte
Ready to connect★ 60
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market-research-reportsSkillMedia
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and m
Ready to connect★ 60
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ml-experimentSkillMedia
Design and run machine learning experiments with proper evaluation using jupyter_execute, including training, benchmarking, and ablation studies
Ready to connect★ 60
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modern-javascriptSkillMedia
Implement or debug JavaScript language behavior, including promise completion, async iteration, mutation, and runtime compatibility. Use for ECMAScript semantics or polyfill/transform choices; not unrelated framework or TypeScript type design.
Ready to connect★ 60
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new-society-modulesSkillMedia
Design and outline New Society classroom modules. Use when David asks to work on NS course outlines, module layouts, classroom structure, or Section 2/3 design.
Ready to connect★ 60
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ns-module-preproductionSkillMedia
Pre-production for New Society course modules using tldraw. Use when David wants to design, outline, or build visual canvases for NS modules before recording. Triggers on NS module prep, module visual, module canvas, pre-production, recording prep.
Ready to connect★ 60
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pre-productionSkillMedia
YouTube video pre-production. Use when David is preparing a video that involves a tool, repo, product, build, or use-case demo. Two phases — (1) VET the tool actually works before committing recording time, then (2) BUILD the simplest reproducible steps David records from. Triggers on pre-production
Ready to connect★ 60
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product-launch-motionSkillMedia
Use when making, directing or rescuing a product launch video, promo, teaser, demo reel, sizzle, feature-announcement film or animated product explainer built from code — and when an existing one looks basic, reads as a slideshow, has reveals that miss the voiceover, an invisible cursor, an inaudibl
Ready to connect★ 60
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svg-ui-templatesSkillMedia
Generate professional SVG UI panels for structured information display. Use when presenting lists, task checklists, pipeline/dependency status diagrams, or rich-text report layouts as SVG images. Covers four templates - list-panel, checklist-panel, pipeline-status, richtext-layout. Style is professi
Ready to connect★ 60
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syncfusion-maui-avatar-viewSkillMedia
Implements Syncfusion .NET MAUI Avatar View (SfAvatarView) for displaying user profile pictures, initials, or group avatars. Use when working with avatar views, profile pictures, user images, initials display, profile icons, or contact images. Ideal for implementing user profile displays, contact li
Ready to connect★ 60
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syncfusion-maui-buttonSkillMedia
Implements and customize Syncfusion .NET MAUI Button (SfButton) control. Use when working with MAUI buttons, SfButton implementation, button customization, or visual states. Covers button icons, background images, RTL support, Liquid Glass effects, custom button views, button styling, events, and ch
Ready to connect★ 60
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
54,249 of the 54,680 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.