Stop your AI from making things up. Use when your AI hallucinates, fabricates facts, isn't grounded in real data, doesn't cite sources, makes unsupported claims, or you need to verify AI responses against source material. Covers citation enforcement, faithfulness verification, grounding via retrieval, and confidence thresholds.
Quickly install ai-stopping-hallucinations AI skill to your development environment via command line
Source: lebsral/dspy-programming-not-prompting-lms-skills.
Guide the user through making their AI factually grounded. The core principle: never trust a bare LM output — always verify against sources.
LMs generate plausible-sounding text, not verified facts. Hallucination happens when:
The fix isn't better prompting — it's programmatic constraints that force grounding.
Stop your AI from making things up. Use when your AI hallucinates, fabricates facts, isn't grounded in real data, doesn't cite sources, makes unsupported claims, or you need to verify AI responses against source material. Covers citation enforcement, faithfulness verification, grounding via retrieval, and confidence thresholds. Source: lebsral/dspy-programming-not-prompting-lms-skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/lebsral/dspy-programming-not-prompting-lms-skills --skill ai-stopping-hallucinationsBrowse more skills from lebsral/dspy-programming-not-prompting-lms-skills
Stop your AI from making things up. Use when your AI hallucinates, fabricates facts, isn't grounded in real data, doesn't cite sources, makes unsupported claims, or you need to verify AI responses against source material. Covers citation enforcement, faithfulness verification, grounding via retrieval, and confidence thresholds. Source: lebsral/dspy-programming-not-prompting-lms-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/lebsral/dspy-programming-not-prompting-lms-skills --skill ai-stopping-hallucinations Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/lebsral/dspy-programming-not-prompting-lms-skills