Skill UI

This workflow mandates external verification for all non-trivial factual claims, ensuring accuracy in high-stakes domains. It is essential when researching current events, legal matters, scientific claims, or providing statistics. The process requires decomposing tasks, searching external sources, and providing immediate, inline citations to support every claim, overriding reliance on internal, potentially outdated knowledge.

A meta-skill that evaluates task complexity and dynamically selects appropriate specialized skills for AI agents. It prevents overuse of tools on simple tasks, tracks successful skill combinations via memory, and coordinates execution across multiple domains to solve complex problems efficiently.