AI Skills Registry

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisi

Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a new plugin, working on a local plugin agai

Fetch Google review ratings and review counts for businesses via DataForSEO API. Use when the user asks to check Google reviews, get review

Use the Browserbase CLI (`browse`) for Browserbase Functions and platform API workflows. Use when the user asks to run `browse`, deploy or i

Game asset engineer that creates pixel art sprites, animated characters, and visual entities for browser games. Use when a game needs better

Perform security operations on OpenClaw environments by calling Alibaba Cloud Security Center (SAS) and ECS APIs via the aliyun CLI. Support

Vite performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Vite configuration and projects

Expert in Ruby and Rails development with conventions and best practices

Use when asked to design a pitch deck, presentation, or slide set. Examples: "design a pitch deck", "create a sales deck", "make a conferenc

Generates App Clip targets with invocation URL handling, lightweight experiences, and full app upgrade prompts. Use when user wants NFC/QR/S

Use when the user asks to "write SEO content"; drafts posts, articles, and landing pages with keywords, headers, snippets, and evidence boun

Control Sonos speakers (discover/status/play/volume/group).

Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configu

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and clo

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer succes

Track compliance requirements and audit readiness. Trigger with "compliance", "audit prep", "SOC 2", "ISO 27001", "GDPR", "regulatory requir

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implemen

Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing t

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type sa

Search and analyze electron microscopy data — cryo-EM density maps (EMDB), fitted atomic models (PDB), raw micrograph datasets (EMPIAR), and

Use when Vue component patterns including props, emits, slots, and provide/inject. Use when building reusable Vue components.

Use when generating or regenerating Drizzle migration files, changing database schema tables or columns, resolving migration sequence confli