One-command setup for a full VS Code Copilot Chat agent-skills stack on Windows - 254 bundled skills (281 on disk), 18 CLIs, 11 MCP servers, 50 fork mirrors, and a 74-site design-system library, all security-gated.
Android platform conventions for native apps built with Jetpack Compose, Android Views, React Native, Expo, or Flutter. Use when building or reviewing Android UI. Covers Material Design 3 as the governing rulebook, expressing brand through Material theming, the Android slop test for off-spec components, and the OS…
Run systematic technical quality checks on a native app (iOS / Android / adaptive) and generate a scored report without fixing anything. Use when auditing native implementation quality from source (SwiftUI, UIKit, Compose, React Native, Flutter). Scores five dimensions 0-4 against platform conventions, including…
Run systematic technical quality checks on a web interface and generate a scored report without fixing anything. Use when auditing implementation quality rather than critiquing design taste. Scores five dimensions 0-4 - accessibility, performance, responsive behavior, code quality, and theming - and documents findings…
Introduce color into an interface as hierarchy, meaning, and atmosphere rather than decoration. Use when a surface is under-colored, when color needs to encode action, selection, status, or wayfinding, or when a palette needs to carry atmosphere. Preserves confirmed brand and semantic conventions instead of replacing…
The non-negotiable quality floor and absolute bans to verify immediately before shipping any UI. Use as a final pre-ship checklist on a built result, not as an intention. Covers contrast ratios, real shadow depth, focus visibility, motion respect, and the mechanical defects that design review tends to miss.
Identify reusable patterns, components, and design tokens in a codebase and consolidate them into the design system for systematic reuse. Use when repeated UI has drifted into near-duplicates, or when a design system exists but is being bypassed. Discovers the existing system first and refuses to invent a new one…
Make an interface resilient to the unexpected: edge cases, hostile input, failure states, interrupted gestures, and real-world conditions. Use when an interface works only on the happy path, or before shipping anything users can break. Covers constraint handling, validation, accessibility and performance resilience…
Extended design depth for Operate-mode surfaces where the interface serves the product: app UIs, admin dashboards, settings panels, data tables, and authenticated tools. Use when the user is in a task rather than being persuaded. Covers the product slop test, earned familiarity as the bar, and the typography and…
Find and fix the actual performance bottleneck in an interface, then measure the result. Use when an interface is measurably slow, or when performance is a stated requirement. Covers Core Web Vitals (LCP, INP, CLS), load time, bundle size, render cost, and the discipline of not optimizing what is not slow.
Push an interface past conventional limits using the full power of the platform - a table handling a million rows, a dialog morphing from its trigger, streaming form validation, cinematic page transitions. Use when a surface should feel technically extraordinary. Requires judging what extraordinary means for the…
Reduce visual intensity in a design that is too loud, aggressive, or overstimulating without losing personality or collapsing into generic. Use when a surface demands attention it has not earned, or reads exhausting to use. Covers desaturating and softening palettes, reducing visual weight, cutting decorative motion…
Discover what should be made and how it should work, then return a confirmed design brief without writing code. Use before building a new surface or feature when the requirements are still open. Runs a bounded discovery interview on purpose, audience, material, and boundaries, resolves direction, then writes the…
Authorization and scope methodology for security/penetration/red-team tasks. Read-only checklist: confirm scope.md, networkprofile mode, in-scope/out-of-scope assets, deliverables, and stop/replan conditions. No scripts, no toolchain coupling.
Zero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Supports both basic forecasting and advanced…
MUST USE when user wants to research/search/look up/find anything on the internet — e.g. "research this topic", "do a deep dive on X", "search the web for X", "see what people say about X", "look this up". Also MUST USE when user mentions any platform or shares any URL/link: Twitter/X, Reddit, YouTube, GitHub…
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "KAITO setup on…
Design, scaffold, score, schedule, and govern autonomous agent loops. Use when building loop infrastructure — the mechanism layer that runs, monitors, and recovers agent loops. Complements loopy (loop content/design) with loop execution infrastructure. Covers loop scaffolding, health scoring, cron scheduling…
Create a new MarkItDown converter or plugin. Use when: adding a new file format converter, creating a plugin package, registering converters via entry points, or understanding the converter interface. Covers DocumentConverter subclass, accepts/convert pattern, plugin registration, pyproject.toml entry points, and…
Write and run tests for MarkItDown converters. Use when: adding tests for a new converter, writing parametrized test vectors, running pytest with hatch, understanding FileTestVector pattern, or debugging test failures. Covers test file layout, FileTestVector dataclass, parametrized test patterns, remote test skipping…
Video intelligence skill — watch, remember, and verify video content. Use when analyzing video files, extracting frames, searching video moments, transcribing audio, detecting objects or scenes, or building video-aware agent workflows. MCP server via watch-skill serve.
Local-first web intelligence — search, fetch, crawl, extract, research, and monitor web content. Use when gathering information from the web, fetching pages as markdown, crawling sites, extracting structured data, researching topics, or monitoring pages for changes. MCP server via wigolo (stdio) or wigolo serve (HTTP).
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: