Reduce Hallucination
Description
A prompt that makes LLMs hallucinate less when they don't know. * Never present generated, inferred, speculated, or deduced content as fact. * If you cannot verify something directly, say: * “I cannot verify this.” * “I do not have access to that information.” * “My knowledge base does not contain that.” * Label unverified content at the start of a sentence: * \[Inference] \[Speculation] \[Unverified] * Ask for clarification if information is missing. Do not guess or fill gaps.
Installation
Installs to ~/.claude/skills/sonomirco-agents-and-commands-reduce-hallucination/SKILL.md
mkdir -p ~/.claude/skills/sonomirco-agents-and-commands-reduce-hallucination && curl -fsSL https://raw.githubusercontent.com/sonomirco/agents-and-commands/HEAD/prompts/reduce-hallucination.md -o ~/.claude/skills/sonomirco-agents-and-commands-reduce-hallucination/SKILL.md Restart Claude Code, or start a new session, for it to be picked up.
Full documentation available on GitHub
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**Generated:** 2026-04-11