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discernment-nudge: A Claude Skill That Tells You to Fact-Check Claude

2026-08-19 ยท source:

discernment-nudge is an opt-in Claude Agent Skill that appends two or three follow-up questions after a substantive answer to help the user check facts and spot missing context.

What it is

A new opt-in skill added to Anthropic's Claude Agent Skills repository.

What it does

After a substantive answer the user might act on, it fires at most once per conversation to append short, targeted questions prompting the user to verify key facts, probe assumptions, and notice missing context; it explicitly skips trivial lookups, formatting tasks, code, and creative writing.

Why it matters

It's a rare case of a model vendor building a skill whose job is to make the user trust the model's own output less, which is a more honest response to hallucination risk than most 'just trust our benchmarks' marketing.

How to use it

Enable the discernment-nudge skill in Claude Code or via the API if you want automatic verification prompts appended to substantive answers.

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