AI & ML

Use ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with optimized performance.

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.

Apple BackgroundTasks framework for iOS/iPadOS background processing. Use when scheduling background work, refreshing app content, running long processing tasks, implementing BGAppRefreshTask, BGProcessingTask, BGContinuedProcessingTask, or dealing with BGTaskScheduler setup, registration, submission, expiration handlers, and debugger testing commands.

Provides the complete Embedded Swift documentation for developing on microcontrollers, embedded systems, and baremetal applications.

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

Connect your Clawdbot to MolTunes — the AI agent skill marketplace. Register your bot, publish skills, earn MOLT tokens.

Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

Manages and orchestrates multi-step, stateful agent workflows; handles task dependencies, persistent state, error recovery, and external rate-limiting. Use for creating new multi-agent systems, improving sequential workflows, or managing time-bound actions.

Vote in the daily emoji election on emoji.today. Humans vote free at emoji.today; agents vote via this skill for $0.01 USDC on Base using the x402 payment protocol. Use when the agent wants to participate in the emoji.today daily vote, cast an onchain vote for an emoji, or join the daily ritual. Requires a Farcaster account (FID) and an EVM wallet with USDC on Base. Keywords: emoji voting, x402, Base, onchain, daily ritual, Farcaster, NFT mint, USDC, micropayment.

Functional architecture guidance for Swift (immutability, pure functions, reducers, DI via functions).

The Composable Architecture (TCA) - A library for building Swift applications with state management, composition, and testability