Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) to tackle complex problems from different angles. Configurable models per role. Inspired by Grok 4.20's multi-agent architecture.
Web scraping using Scrapling — a Python framework with anti-bot bypass (Cloudflare Turnstile, fingerprint spoofing), adaptive element tracking, stealth headless browser, and full CSS/XPath extraction. Use when web_fetch fails (Cloudflare, JS-rendered pages), or when extracting structured data from websites (prices, articles, lists). Supports HTTP, stealth, and full browser modes. Source: github.com/D4Vinci/Scrapling (PyPI: scrapling). Only use on sites you have permission to scrape.
Extract a structured cooking recipe from a shared video URL when the user sends `recipe <url>`. Prioritize caption/description and comments via browser automation, then use web search/fetch as fallback with clear source attribution.
Generate, send, validate, and export AI-powered emails from the terminal; manage contacts, segments, tags, domains, and webhooks with Migma CLI.
Transform natural language questions into SPARQL queries for Wikidata and generate beautiful HTML results pages. Query the Wikidata knowledge base using plain English prompts.
Model routing strategy for multi-model AI fleet. Use when spawning sub-agents, choosing models for cron jobs, delegating coding tasks, or deciding which model should handle a task. Covers Opus, Codex, Sonnet, Gemini, and Grok routing rules.
Search the web, scrape content, and conduct deep research using the UnSearch API. Use when the user needs real-time web search results, content extraction from URLs, fact verification, or multi-source research for AI agents, RAG pipelines, or LLM applications.
Search the web with AI-powered answers via Perplexity API. Supports three modes - Search API (ranked results), Sonar API (AI answers with citations, default), and Agentic Research API (third-party models with tools). All responses wrapped in untrusted-content boundaries for security.
Fetch URLs and convert web pages to clean Markdown for AI processing or knowledge bases. Use when: (1) Researching web content, (2) Building knowledge bases, (3) Extracting articles, (4) Converting pages for docs.