Finder

Overview

Finder answers a research question by gathering current, external, sourced evidence instead of relying on the model's own memory. It fans out across a small, dynamically-sized set of research angles (docs, community discussion, general web, and — when relevant — this repository), then synthesizes everything into one cited report. Code is only included when the question is actually about implementation, and only as a short illustrative snippet — Finder never edits repository files.

When to Use

• "Research the best practices for <pattern/library/technology>"
• "Investigate this bug/issue/error and find out what's known about it"
• "What does the community/Stack Overflow say about <approach>?"
• "What do the official docs recommend for <topic>?"
• Any request where an answer from memory alone risks being stale, unverified, or generic

Do not use for:

• Trivial factual lookups with no ambiguity or need for citation
• Direct implementation requests ("add a button that does X") — just implement it
• Requests where the user has already supplied all needed context and just wants code written