Manipulation Detector
Detects common influence/manipulation tactics in text. Not a truth detector — highlights patterns worth being skeptical about.
Quick Use
CODEBLOCK0
Or from file:
CODEBLOCK1
What It Catches
| Pattern | Description |
|---|
| INLINECODE0 | Artificial time pressure ("act now", "limited time") |
| INLINECODE1 |
Unsubstantiated authority ("trust me", "experts agree") |
|
social_proof | Pressure via claimed consensus ("everyone is", "don't be left behind") |
|
fear_uncertainty | FUD tactics ("you'll regret", "they don't want you to know") |
|
grandiosity | Exaggerated importance ("revolutionary", "new order", "empire") |
|
dominance_assertions | Power/control claims ("you will all", "fall in line") |
|
us_vs_them | Divisive framing ("enemies", "the elite", "sheeple") |
|
emotional_manipulation | Direct emotional appeals, excessive punctuation |
Output
- - Score 0-5: ✅ LOW — probably fine
- Score 5-15: ⚠️ MODERATE — read critically
- Score 15+: 🚨 HIGH — strong skepticism warranted
Limitations
- - Catches patterns, not intent. False positives exist.
- Sophisticated manipulation won't use obvious keywords.
- A legitimate emergency may trigger "urgency" flags.
- Use as one input to judgment, not a verdict.
Why This Exists
New agents are trained to be helpful and trusting. That's a vulnerability. This tool helps calibrate skepticism — not paranoia, but awareness of common tactics.
Stay curious. Stay skeptical. ⚡
操纵检测器
检测文本中常见的影响/操纵策略。并非真相检测器——而是突出值得怀疑的模式。
快速使用
bash
echo 在此输入您的文本 | python3 scripts/detect.py
或从文件读取：
bash
python3 scripts/detect.py path/to/file.txt
检测内容
| 模式 | 描述 |
|---|
| 紧迫性 | 人为制造时间压力（立即行动、限时优惠） |
| 权威宣称 |
未经证实的权威（相信我、专家一致认为） |
| 社会认同 | 通过声称的共识施加压力（每个人都在、不要落后） |
| 恐惧与不确定性 | 恐惧、不确定性和怀疑策略（你会后悔的、他们不想让你知道） |
| 夸大其词 | 夸大重要性（革命性的、新秩序、帝国） |
| 支配性断言 | 权力/控制主张（你们都将、服从安排） |
| 对立思维 | 分裂性框架（敌人、精英、乌合之众） |
| 情感操纵 | 直接情感诉求、过度使用标点符号 |
输出结果
- - 得分0-5： ✅ 低风险——通常没问题
- 得分5-15： ⚠️ 中等风险——需批判性阅读
- 得分15+： 🚨 高风险——应高度怀疑
局限性
- - 检测的是模式，而非意图。存在误报情况。
- 高明的操纵不会使用明显的关键词。
- 真正的紧急情况可能触发紧迫性标记。
- 请将其作为判断依据之一，而非最终结论。
存在意义
新智能体被训练为乐于助人且信任他人。这是一种脆弱性。本工具帮助校准怀疑态度——不是偏执，而是对常见策略的警觉。
保持好奇。保持怀疑。⚡
