compose_driver

Drive the Compose Driver sample app to test UI logic. Use it whenever you need to verify that Composables work as expected or to capture screenshots of a composable.

/appsignal

Connect to AppSignal to monitor application performance, manage deploy markers, inspect error/performance samples and upload sourcemaps. Pure Ruby, zero gems — stdlib only.

enrichment-module-builder

Build a new Nemesis file enrichment module end-to-end with explicit user approval gates for output mode, library choice, sample files, and integration testing.

alpha

Alpha sample skill for local testing of install/list flows.

askme

Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need to explore diverse intent hypotheses and ask maximum clarifying questions before committing to an approach.

fabric-samples-healthcare

content-experimentation-best-practices

Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning experiments, setting up variants, choosing success metrics, interpreting statistical results, or building experimentation workflows in a CMS or frontend stack.

copy-samples

Update sharing-editor sample apps from the streamlit/docs repository

flet-release-announcement

Create or update a Flet release announcement blog post from changelog notes, matching existing /blog style. Use when asked to draft, plan, or revise posts like "Flet X.Y.Z release announcement" with major feature sections, screenshots, code samples, upgrade instructions (pip and uv/pyproject.toml), and a compact "other changes" summary.

Mcp

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

Radzen Blazor MCP

AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates for 100+ components.

glyph-arts

glyph-arts -- terminal-visible chart toolkit. All chart types directly in the CLI -- no files, no GUI. plotext (kline/candlestick/line/scatter/step/bar/multibar/stackedbar/hist/heatmap/box/indicator/event/confusion), rich (table/tree/panel/gauge/pie/dashboard/rich_live), drawille (curve/hires/radar), plotille (composable braille Figure), uniplot scientific line, media image/video (via chafa+ffmpeg, 2x4 braille sub-pixel with 24-bit truecolor), ASCII network graph, sparkline, pyfiglet banner, composable art text. LTTB-aware downsampling via --sample. Textual TUI dashboard via scripts/dashboard.py.

cupertino

This skill should be used when working with Apple APIs, iOS/macOS/visionOS development, or Swift language questions. Covers searching Apple developer documentation, looking up SwiftUI views, finding UIKit APIs, reading Apple docs, browsing Swift Evolution proposals, checking Human Interface Guidelines, and exploring Apple sample code. Supports 300+ frameworks including SwiftUI, UIKit, Foundation, and Combine via offline search of 300,000+ documentation pages.

docs-code-samples

Use this skill when migrating inline code samples from LangChain docs (MDX files) into external, testable code files that are extracted with Bluehawk and used as Mintlify snippets. Applies when extracting code blocks from documentation, creating runnable code samples, using snippet delineators, or wiring Bluehawk output into MDX includes.

Microsoft Learn MCP

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

sample-scaffolder

This skill is designed to take a skill that has been submitted as a PR and scaffold it into the sample format as an expected standard by the repository.

ab-testing-framework

A/B and multivariate testing methodology. Design experiments, calculate sample sizes, determine statistical significance, avoid common pitfalls, and interpret results. Platform-agnostic framework applicable to landing pages, emails, ads, pricing, and product features. Use when the user asks about A/B testing, split testing, experiment design, statistical significance, or conversion experiments.

ab-test-plan

Design A/B and multivariate tests. Use when: sample size calculation, testing hypothesis, CRO experimentation.

A/B Test Analysis

Design and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation

sample-creator

Guide for creating new Azure API Management (APIM) usage samples in this repository. Use when users want to create a new sample folder under `samples/` that demonstrates APIM policies, API configurations, or integration patterns. This skill provides the required folder structure, file templates, naming conventions, and step-by-step guidance based on the `samples/_TEMPLATE` structure.

clean-doc-examples

Use when syncing or simplifying example code in docs/articles or README.md so embedded docs samples stay aligned with examples tests while removing compatibility noise from the published snippets.

🦖 Ancestry Decomposition PCA

Place your study cohort in global genetic context by computing a joint PCA against the Simons Genome Diversity Project (SGDP) — 345 samples from 164 populations spanning every inhabited continent.

nes-emu-debug

Run NES ROMs in the Mesen2 emulator to debug runtime behavior. Use this skill whenever the user wants to run a ROM and inspect what actually happens at runtime: read NES memory (RAM, palette, nametable, OAM), dump CPU/PPU/APU state after N frames, capture the screen buffer, compare runtime behavior between two ROMs, or verify that a sample displays correctly. Also use when the user says things like "run the ROM", "what does the screen look like", "check the palette", "inspect nametable", "read zero page", "dump memory", or "the ROM doesn't display correctly". This is the dynamic/runtime counterpart to nes-rom-debug (which does static binary analysis).

create-devproxy-sample

This skill should be used when the user asks to "create a sample", "add a new sample", "make a Dev Proxy sample", "start a new sample", "scaffold a sample", or needs to create a new Dev Proxy sample with proper structure, config files, metadata, and README.

Redshift MCP Server

Secure, read-only access to Amazon Redshift with schema introspection and smart sampling

add-dynamic-filter

Guide for adding dynamic/filter hooks in slime rollout pipeline. Use when user wants sample-group selection during rollout, buffer filtering before training, or per-sample masking/processing hooks.