Skill UI

Guides teams through optimizing content so AI assistants like Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Copilot cite it; covers audits, extractable structure, citation signals, schema checks, and visibility tracking for AI search.

Step-by-step framework for preparing web content to earn citations from AI-powered search engines by aligning structure, entities, and technical signals with citation criteria.

Provides patterns for agents to write large outputs, plans, and shared signals to disk so context is loaded on demand, token bloat is reduced, and sub-agents can communicate without clogging the window.

Provides a generative engine optimization framework to tune content for AI Overviews, ChatGPT, Perplexity, and similar experiences, covering citation scoring, structural readability, media signals, authority cues, crawler allowances, and licensing readiness.

A foresight agent that runs a rigorous 12-step pipeline combining Claude’s qualitative intelligence with Python’s deterministic arithmetic to analyze high-stakes future scenarios, infer reasonable horizons, and surface quantitative signals for prediction requests.