proactive-research

What problem does it solve?

This Skill prevents unnecessary clarifying questions and incorrect assertions by making research the default step before asking the user or stating facts. It reduces friction, improves accuracy for current facts, and leverages existing context so users don't have to repeat information.

Core Features & Use Cases

• Tiered research flow: Check user memory, then past conversations, then web search before asking a question.
• Context-aware verification: Use for current facts like prices, availability, events, and any claim that could be verified.
• Correction handling: When corrected, verify sources, confirm or correct the response, and surface uncertainty when needed.
• Use Case: When a user asks for a recommendation that may depend on past preferences or current availability, proactively consult memory and web sources to give an accurate, up-to-date answer.

Quick Start

Use proactive-research to check memory, search past chats, and perform a quick web lookup before asking a clarifying question.