AI Skills Registry

User research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product phot

Provides comprehensive guidance for Ant Design Vue (AntDV) component library for Vue 3. Covers installation, usage, API reference, templates

Use when asked to design iOS or Android mobile app screens, create mobile UI, spec mobile flows, or produce screen designs for a native app.

Translates high-level user requirements into a PENCIL_PLAN: a strict sequence of Pencil MCP tool calls (open_document, set_variables, batch_

INVOKE THIS SKILL when building ANY retrieval-augmented generation (RAG) system. Covers document loaders, RecursiveCharacterTextSplitter, em

Line-by-line copy editing and improvement for marketing content. Polish existing copy for clarity, conciseness, impact, and conversion. Trig

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpret

Salesforce Data Cloud Connect phase. TRIGGER when: user manages Data Cloud connections, connectors, connector metadata, tests a connection,

Graph-informed mutation testing triage. Parses codebases with Trailmark, runs mutation testing and necessist, then uses survived mutants, un

Agentic memory system for writers - track characters, relationships, scenes, and themes

Page Object Model patterns for Playwright — when to use POM, how to structure page objects, and when fixtures or helpers are a better fit.

Use this skill when asked to review text and user-facing strings within the codebase. It ensures that these strings follow rules on clarity,

Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. Use

Use when user wants to create a new Next.js 15 project (Todo/Blog/Dashboard/E-commerce/Custom domain) with App Router, ShadCN, Zustand, Tans

Use when creating terminal layouts with Ink using Flexbox-based positioning and styling for CLI applications.

An agent-native CLI for SEC EDGAR — six sanctioned endpoints, SQLite-cached filings with FTS5, and LODESTAR-shaped... Trigger phrases: `prim

Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cl

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use

Use when the user wants to use the UCP CLI to find, compare, buy, or track products from online merchants, or to set up and troubleshoot the

Search official LH 청약 (Korea Land & Housing Corporation lease/subscription) 공고 lists through k-skill-proxy. Use when a user asks about 청년/행복

When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platform