判断陷阱 Skill
SkillAI & modelsJudgment traps and cognitive biases — identifying common judgment error patterns and strategies to guard against them
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Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the 判断陷阱 Skill skill
What this skill tells your AI
The instructions your AI receives, as published by gmaxxxie/ai-native-product-agent-skills in skills/p13i-judgment-traps/SKILL.md and read by ahel’s review.
适用场景
- 团队反复犯同样的判断错误
- 个人想提升决策质量
- 需要建立"防坑指南"
输入
| 字段 | 说明 |
|---|---|
| past_mistakes | 过去的判断错误案例 |
| decision_context | 典型决策场景 |
输出
- 陷阱清单与特征描述
- 防范Checklist
- 团队防错机制
工作流程
- 陷阱识别：对照常见认知偏误清单，识别发生的陷阱类型
- 归因分析：分析该陷阱在什么情境下容易触发
- 信号设定：设定该陷阱触发的预警信号
- 应对策略：设计具体的应对措施（如"引入反对者""延迟决策"）
- 机制固化：将策略固化为团队流程或检查点
常见陷阱（部分）
- 锚定效应：过度依赖最先获得的信息
- 确认偏误：只寻找支持自己观点的证据
- 幸存者偏差：只看到成功案例，忽略失败案例
- 过度自信：高估自己的判断准确度
- 框架效应：同一信息的不同表述导致不同决策
注意事项
- 知道偏误存在 ≠ 能避免——需要具体机制
- 团队层面的防错比个人层面的提醒更有效
Signals
- GitHub stars
- 46
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
p13i-judgment-traps- Source
- github.com/gmaxxxie/ai-native-product-agent-skills