Evidence-Based Replies

Use this skill when the user wants to:

• compare someone's claim to a research paper, benchmark, article, or repo README
• draft a reply that corrects a misunderstanding of the evidence
• separate "the source supports X" from "the source does not support Y"
• turn a source-comparison into a Reddit/X/forum-ready response

Core principle

Do not stop at summarizing the source. The deliverable is usually the distinction:

1. what the source actually establishes
2. what stronger conclusion the other person is trying to import into it
3. why that leap does not follow

If the user is asking for a reply, the misunderstanding of the evidence must be addressed explicitly, not left implicit.