Agent Skills
› NeverSight/learn-skills.dev
› hallucination-guard
hallucination-guard
GitHub作为事实过滤器,通过交叉引用专有知识库、验证引文及比对实时数据,数学化验证AI输出,防止信息错误并标记高不确定性内容。
Trigger Scenarios
需要核实AI生成事实的真实性
涉及价格、日期等数值数据的准确性检查
发送重要警报前的信息验证
Install
npx skills add NeverSight/learn-skills.dev --skill hallucination-guard -g -y
SKILL.md
Frontmatter
{
"name": "hallucination-guard",
"description": "Mathematically verify AI outputs to prevent misinformation."
}
Hallucination Guard
This skill acts as a factual filter, ensuring every claim made by the AI is backed by a verified source or logical proof.
Instructions
- Cross-reference AI-generated facts against the 'Proprietary Knowledge Vault'.
- Use a 'Verification Agent' to check citations for 404s or bias.
- Flag high-uncertainty responses and ask for human verification.
- Ensure numerical data (prices, dates) matches the live feed 100%.
Examples
- "Verify that the $75,700 Bitcoin price is current before sending the email alert."
Version History
- e0220ca Current 2026-07-05 23:32


