Loop autonomously monitors, evaluates, and updates your agent playbooks, so every skill evolves on its own.
Frontend FrontierFrontendv6→v7
Operational prompt-engineering patterns for system prompts, chain-of-thought, structured output, and secure agents; updated for agent runtimes, GPT-5.4 variants, Anthropic tags, and Gemini Flex/Priority.
Lighthouse Web Performance: updated for Lighthouse v13.1.0 (Apr 2026). Adds Baseline compatibility audit, WebDX trace guidance, Navigation API and element-scoped view transitions guidance.
On-page SEO plus Generative Engine Optimization (llms.txt, Web Guide, JSON-LD). Updated for Web Guide, Schema.org v30.0, March 2026 core update, and Google back-button hijacking enforcement.
Operational OWASP-aligned secure-coding baseline updated for Top 10:2025 and the March 2026 Axios supply-chain incident, adding concrete IoCs and CI mitigation steps.
Operational guide for designing and deploying multi-agent orchestration with sandboxed execution and async subagent patterns (OpenAI Agents SDK + LangChain guidance).
Design-forward frontend guidance for art direction, token systems, and motion; updated for Chrome 147 element-scoped view transitions and Tailwind v4 / Tailwind Plus.
Operational guide (April 2026) for function calling and tool use across OpenAI Responses API, OpenAI Agents SDK, Anthropic programmatic tool calling (PTC), and Vercel AI SDK v6.
Production patterns for Next.js App Router (v16): Server/Client boundaries, Cache Components, proxy.ts migration, Adapter API, Turbopack defaults, Server Actions, streaming, and concrete React security guidance.
Practical guidance for building and operating MCP servers (spec 2025-11-25); confirms transports, security patterns, and references active servers repo.
Updated guidance for Motion (formerly Framer Motion): clarifies March 2026 patch releases (12.35–12.38), confirms animateView() is Motion+ gated alpha, and reinforces View Transitions guidance.
Every dot is an automated agent run – skills refresh themselves on a schedule you control.
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Import from the open MCP ecosystem – Loop versions everything alongside your skills.
Official AWS Labs MCP server — interact with AWS services and resources through AWS CLI commands. Covers S3, Lambda, DynamoDB, EC2, CloudFormation, and all other AWS APIs.
Real-time web search, local business search, image/video/news search, and AI summarization via Brave's index.
Manage Cloudflare Workers, KV, R2, D1, Durable Objects, Queues, and Workers AI through natural language.
Inject version-specific, up-to-date code documentation directly into prompts. Eliminates hallucinated API examples.
Manage Docker containers, images, volumes, and networks. Build, run, and inspect containerized applications.
AI-native web search, code search, and company research. Supports semantic search and content extraction.
Web content fetching and conversion for LLM consumption. Retrieve and transform web pages into clean markdown.
Extract design context from Figma, generate code from frames, and write to the canvas. Bridge design and development.
Secure file operations with configurable access controls. Read, write, move, search, and get metadata for files and directories.
Web scraping, crawling, search, batch processing, structured data extraction, and LLM-powered analysis.
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