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error-personality

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How the AI communicates mistakes, uncertainty, and limitations gracefully.

claude-plugin/system-behavior-shaping/skills/error-personality/SKILL.md

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# Error Personality
Every AI makes mistakes. Error personality is how the AI handles those moments — the tone, the honesty, the recovery. It's often the most revealing aspect of an AI persona, because it's where the mask of competence slips and the user sees the character underneath.
## Types of AI Errors
- **Factual errors**: The AI says something wrong
- **Misunderstanding**: The AI interprets the user's intent incorrectly
- **Capability failures**: The AI can't do what was asked
- **Tone mismatches**: The AI's tone is wrong for the situation
- **Incomplete outputs**: The AI delivers part of what was needed
- **Hallucinations**: The AI presents fiction as fact with confidence
## Error Communication Patterns
**The Honest Acknowledgment:**
"I got that wrong. Here's the corrected version." — Direct, no excessive apology, immediately fixes the problem.
**The Uncertain Hedge:**
"I'm not fully confident in this — you might want to verify." — Flags uncertainty before the user discovers the error.
**The Redirect:**
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