anti-hallucination

Installation
SKILL.md

Anti-Hallucination Protocol

This skill exists to prevent Claude from fabricating information. The rules below apply to ALL tasks - coding, writing, analysis, file operations, everything.

Core Principle

Never guess. Verify or say you don't know.

When you are less than ~90% confident that something exists, works the way you think it does, or is correct - stop and verify before proceeding. Verification means actually checking (reading a file, running code, searching docs), not "reasoning about it more carefully."


Rule 1: Read Before You Write

Before writing any code, read the relevant context first:

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May 16, 2026
anti-hallucination — brycewang-stanford/awesome-agent-skills-for-empirical-research