罗斯林事实思维决策引擎 / Rosling Factfulness Decision Engine

基于汉斯·罗斯林（Hans Rosling）《事实》（Factfulness）一书的核心方法论，将10种认知本能的识别和控制转化为可操作的科学决策工具。

触发方式 / Triggers

触发关键词 / Trigger Keywords

English: factfulness, fact check, cognitive bias, am I overreacting, is this true, reality check, data-driven decision, check my assumption, instinct check, dramatic worldview, negativity bias, urgent decision, calm down and think, too pessimistic, worst-case scenario, panic decision, proportion check

中文: 事实思维、事实检查、认知偏差、我是不是过度反应了、这是真的吗、数据驱动决策、检查假设、本能检查、过度悲观、紧急决策、用数据说话、冷静思考、是不是太焦虑了、最坏情况、恐慌决策、理性分析、比例感

不触发场景 / Non-Trigger Scenarios

• 需要专业领域知识的深度分析（如医学诊断、法律判断）——本技能提供思维框架，非领域知识
• 创意发散/脑暴场景（此处需要想象力，而非本能控制）
• 道德/价值观纯粹判断（事实思维不能替代价值选择）
• 不需要理性分析的娱乐性讨论

能力边界 / Capability Boundaries

✅ 能做 / Can Do

• 识别当前思考或决策中被哪种认知本能主导
• 提供针对性的事实检查和视角纠正
• 给出基于数据的替代视角和决策框架
• 帮助用户区分"真实的风险"和"感知的恐惧"
• 检查论断中的比例感、趋势误判和二分法陷阱

❌ 不能做 / Cannot Do

• 提供原始数据或做调查研究（提供思维框架，你需要自己查数据）
• 消除所有认知偏差（我们是人类，不可能完全消除——目标是"更好地管理"）
• 替代心理咨询或临床治疗
• 在真正的紧急情况下拖延决策（火灾/医疗急救等真正的紧急情况不适用"冷静思考"）

错误处理 / Error Handling

场景1：输入仅为情绪表达，缺乏具体内容 / Emotional Only Input

• EN: "I hear your concern, but to apply factfulness thinking, I need something concrete. Could you describe: (1) What specific claim or situation is worrying you? (2) What outcome are you afraid of? (3) What data would help you evaluate this?"
• 中文: "我理解您的担忧，但要应用事实思维，需要具体内容。能否描述：(1) 什么具体的主张或情况让您担忧？(2) 您害怕什么结果？(3) 什么数据能帮您评估这件事？"

场景2：涉及真正的紧急情况 / Genuine Emergency

• EN: "⚠️ This appears to be a genuine emergency situation. The Urgency Instinct control says 'take a breath' — but real emergencies are the exception. If this involves immediate physical danger, medical emergency, or fire, please prioritize safety and act now. Use factfulness thinking AFTER the immediate danger passes."
• 中文: "⚠️ 这似乎是真正的紧急情况。控制紧迫本能的原则是'深呼吸'——但真实紧急情况是例外。如果涉及即时人身危险、医疗急救或火灾，请优先保障安全、立即行动。事实思维请在紧急状况解除后使用。"

场景3：涉及需要专业领域知识的判断 / Domain Expertise Required

• EN: "This question requires domain-specific expertise beyond the factfulness framework. I can help you identify which instincts might be distorting your thinking about this topic, but the factual content needs verification from a subject-matter expert. Would you like me to analyze the instinct patterns in your reasoning while you consult an expert for the facts?"
• 中文: "这个问题需要的领域专业知识超出了事实思维框架的范围。我可以帮您识别哪些本能在扭曲您的思考，但事实内容需要领域专家验证。您希望我在您咨询专家的同时分析您推理中的本能模式吗？"

核心原则 / Core Principles

1. The Gap Instinct / 差距本能

We divide the world into two extremes and miss the middle majority. Rich/poor, developed/developing, us/them — the reality is almost always a continuum with most people in the middle. Control: When you hear a comparison between two groups, ask "where is the majority?" Look for the distribution, not the gap. Most people and things are in the middle.
适用场景: 国际新闻解读、社会问题讨论、竞争分析中的"我们vs他们"思维

2. The Negativity Instinct / 负面本能

We notice bad news more than good, creating a systematically too-negative worldview. Good news (gradual improvement, things that didn't happen) is invisible. Bad news (disasters, scandals) is dramatic and reported. Control: When you feel "everything is getting worse," check: could it be that both bad and good things are happening, but only the bad gets reported? "Better" and "bad" can coexist.
适用场景: 浏览新闻后产生焦虑、评估社会发展趋势、判断公司/团队是否在变差

3. The Straight Line Instinct / 直线本能

We assume trends continue in straight lines, but most real-world trends are S-curves, humps, or doubling curves. Population doesn't grow in a straight line. Technology adoption doesn't. Your career progress doesn't. Control: When you see a line going up, ask "why wouldn't it bend?" What are the natural limits, saturation points, or phase transitions?
适用场景: 商业预测、投资趋势分析、个人成长预期管理

4. The Fear Instinct / 恐惧本能

We pay disproportionate attention to frightening things while ignoring much larger but less dramatic risks. Plane crashes get headlines; car accidents (which kill 1000x more) don't. Terrorism terrifies us; diabetes (which kills far more) doesn't. Control: Calculate the risk: Risk = Danger × Exposure. Fear is not the same as danger. What you fear most is rarely what's most likely to harm you.
适用场景: 风险评估、安全决策、媒体报道引发的恐慌管理

5. The Size Instinct / 规模本能

We get numbers out of proportion without comparison. "2 million people!" — is that a lot? In a country of 1.4 billion, it's 0.14%. A single number without context is meaningless. Control: Always compare. Per capita, per GDP, relative to the past, relative to comparable things. Use the 80/20 rule: focus on the largest items, not the long tail.
适用场景: 商业数据分析、新闻数字解读、预算分配决策

6. The Generalization Instinct / 以偏概全本能

We automatically categorize and generalize, missing important within-group differences. "Africans are..." "Millennials are..." "Rich people are..." These generalizations erase the enormous diversity within every group. Control: Question your categories. Look for differences within groups and similarities across groups. When you hear a category, ask "which [group]?" and "what's the spread within the group?"
适用场景: 用户画像分析、市场细分、跨文化沟通

7. The Destiny Instinct / 宿命本能

We assume innate characteristics determine destinies and things can't change. "Africa will always be poor." "That person will never change." "This industry is dying." But slow, steady change compounds into revolution. Control: Track gradual changes — small year-over-year improvements add up. Everything that seems static is changing, just slowly. Note the speed of change, not just the current state.
适用场景: 长期投资判断、人才培养评估、行业前景预测

8. The Single Perspective Instinct / 单一视角本能

We favor single causes and simple solutions. A hammer sees everything as a nail. An economist sees incentives everywhere. A technologist sees technical solutions to all problems. Control: Test your ideas with people who disagree with you. Get a toolbox, not a hammer. No single number (GDP, test scores, user count) can measure everything. Be suspicious of simple, elegant explanations.
适用场景: 问题诊断、方案设计、跨部门协作中的认知冲突

9. The Blame Instinct / 归咎本能

We look for scapegoats instead of understanding systems. When something goes wrong: "It's the CEO's fault!" "Blame the government!" "The algorithm is evil!" But most outcomes emerge from complex systems, not villainous individuals. Control: Look for causes, not villains. Look for systems, not heroes. When something goes wrong, ask "what system allowed this?" instead of "who's to blame?"
适用场景: 事故调查、组织问题诊断、新闻事件归因分析

10. The Urgency Instinct / 紧迫本能

We rush decisions when we feel urgency, and urgency impairs analysis. "Act now or never!" "Limited time offer!" "The world is ending!" Urgency is the enemy of accuracy. Control: Take a breath. Insist on data. When someone says "urgent," ask for more time and more accuracy. Only a tiny set of decisions (heart attack, fire, immediate physical danger) are truly urgent. Everything else can wait 24 hours.
适用场景: 高压决策环境、商业谈判、危机应对中的"立即行动"压力

使用方式 / Usage Examples

示例一 (中文)

输入: "最近看新闻感觉世界越来越乱了——到处是战争、灾害、经济危机。我觉得人类在走向毁灭。我是不是应该存粮备荒？"

匹配原则: 原则2（负面本能）+ 原则4（恐惧本能）+ 原则1（差距本能）

输出:
- 负面本能诊断（原则2）: 您正在经历典型的负面本能——好消息不出门，坏事传千里。实际上，过去20年间：全球极端贫困人口减半、儿童死亡率下降50%、更多人获得教育和医疗。这些"没有成为新闻"的巨大进步正是负面本能过滤掉的事实。请记住罗斯林的核心洞察："更好"和"坏"可以共存——世界仍然有很多问题，但同时在很多方面变得更好
- 恐惧本能分析（原则4）: 新闻算法天然偏向恐惧内容——血腥、冲突、灾难的点击率远高于和平、发展、进步。您的大脑不是在对世界做出反应，而是在对"世界的戏剧化版本"做出反应。计算实际风险：与战争、恐怖袭击相比，您个人面临的最大死亡风险是什么？很可能是不健康饮食、缺乏运动和交通事故——这些很少上头条
- 差距本能提醒（原则1）: "世界在毁灭"是典型的二分法陷阱。世界的真实状态不是一个开关（好/毁灭），而是一个分布——大多数指标处于中间，缓慢改善。请为每个让您恐慌的新闻问：这件事代表了整体趋势还是局部事件？在整体图景中占比多大？
- 行动建议: (1) 不做基于恐惧的决策——"存粮备荒"是恐惧/紧迫本能的反应；(2) 用数据替代印象——查一个可信的全球发展数据来源（如Our World in Data）；(3) 减少新闻消费频率，增加长时段趋势书籍阅读

示例二 (English)

Input: "Our startup only has 3 months of runway left. My co-founder says we need to pivot immediately and make a dramatic change this week. I feel panicked but also worry we're rushing into a bad decision. What should we do?"

Matching Principles: Principle 10 (Urgency Instinct) + Principle 8 (Single Perspective) + Principle 3 (Straight Line)

Output:
- Urgency Instinct Diagnosis (Principle 10): The panic you feel is the Urgency Instinct in action. The co-founder's "act now or die" framing is classic urgency triggering. But here's the key: 3 months is actually a long time for a startup decision. True urgency is "the server is on fire." Take 48 hours for analysis before any pivot decision. The urgency instinct impairs analytical thinking — decisions made under urgency are reliably worse
- Single Perspective Check (Principle 8): Your co-founder is applying a "hammer" — whatever their expertise is. If they're a product person, the answer is "change the product." If they're a sales person, "change the sales strategy." Before pivoting, get perspectives from people who would disagree with your co-founder. What would an investor say? A customer? A former employee? The single perspective instinct is strongest when we're scared
- Straight Line Fallacy (Principle 3): You're projecting your current burn rate in a straight line to zero. But startup trajectories are notoriously non-linear. Are there upcoming deals in the pipeline? Could you reduce burn without a full pivot? Could revenue arrive from unexpected sources? The straight line instinct makes 3 months feel like a ticking clock; startup reality is messier
- Action Recommendation: (1) Deliberately delay the pivot decision by 48 hours (Principle 10 control); (2) During those 48 hours, gather data: talk to 5 customers, calculate actual runway under 3 different burn scenarios, list all options beyond "pivot" vs "don't pivot" (Principle 8); (3) Use the Size Instinct (Principle 5): what are the top 3 costs? Can you cut the bottom 80%?; (4) After 48 hours of fact-gathering, decide — the decision will be better and you'll still have 2.5+ months

FAQ / 常见问题

Q1: 这和卡尼曼的认知偏差理论有什么区别？ / How is this different from Kahneman's biases?

EN: Kahneman (Thinking, Fast and Slow) describes the mechanism of cognitive biases (System 1 vs. System 2). Rosling provides a practical checklist of 10 specific instincts that most commonly distort our worldview, each with a concrete control strategy. Use Kahneman to understand why your brain is biased; use Rosling when you need a what-to-do-right-now playbook. They're complementary — Kahneman is the theory, Rosling is the practice.
中文: 卡尼曼（《思考，快与慢》）描述了认知偏差的机制（系统1 vs. 系统2）。罗斯林提供了一个实用清单——10种最常扭曲我们世界观的具体本能，每种都有具体的控制策略。用卡尼曼理解大脑为什么有偏差；用罗斯林在需要现在该怎么做的时候。两者互补——卡尼曼是理论，罗斯林是实践。

Q2: 事实思维是不是意味着不要相信直觉？ / Does factfulness mean we should never trust intuition?

EN: No. Intuition is valuable for pattern recognition in domains where you have deep expertise. Factfulness is about recognizing when your intuition is being hijacked by one of the 10 instincts — especially when you're reacting to dramatic news, unfamiliar situations, or high-emotion contexts. For a chess grandmaster, intuition about a chess position is data. For a non-expert reacting to a scary headline, "intuition" is probably the Fear Instinct.
中文: 不是。在你拥有深厚专业知识的领域，直觉对模式识别很有价值。事实思维是关于识别你的直觉何时被10种本能之一劫持——特别是在你对戏剧化新闻、不熟悉的情况或高情绪情境做出反应时。对国际象棋大师，关于棋局的直觉是数据。对一个外行对恐怖头条的反应，"直觉"很可能是恐惧本能。

Q3: 如果我真的处于紧急情况怎么办？ / What if I'm in a genuinely urgent situation?

EN: Rosling is explicit: true urgency is rare. Fire, heart attack, active physical danger — these are the exceptions. For everything else — business decisions, investment choices, career moves, relationship decisions — the 24-hour rule applies. If a decision still seems urgent after 24 hours of fact-gathering, it might actually be. But the vast majority of "urgent" decisions can wait, and waiting improves them.
中文: 罗斯林明确表示：真正的紧急情况很少。火灾、心脏病发作、即时人身危险——这些是例外。对于其他一切——商业决策、投资选择、职业变动、关系决定——24小时法则适用。如果经过24小时的事实收集后，一个决定仍然显得紧急，那它可能真的紧急。但绝大多数"紧急"决定都可以等，等待会让它们变得更好。

Q4: 我如何快速判断自己中了哪种本能？ / How do I quickly identify which instinct I'm experiencing?

EN: Quick self-diagnosis questions: (1) Am I comparing two extremes? → Gap Instinct. (2) Am I feeling "everything is getting worse"? → Negativity Instinct. (3) Am I projecting current trends forward? → Straight Line Instinct. (4) Am I scared? → Fear Instinct. (5) Am I impressed by a big number? → Size Instinct. (6) Am I using a category label? → Generalization Instinct. (7) Am I assuming something can't change? → Destiny Instinct. (8) Am I favoring my own expertise? → Single Perspective. (9) Am I looking for someone to blame? → Blame Instinct. (10) Am I feeling "must act now"? → Urgency Instinct.
中文: 快速自诊问题：(1) 我是否在比较两个极端？→ 差距本能。(2) 我是否觉得"一切都在变差"？→ 负面本能。(3) 我是否在直线外推当前趋势？→ 直线本能。(4) 我是否感到害怕？→ 恐惧本能。(5) 我是否被一个大数字震撼？→ 规模本能。(6) 我是否在使用分类标签？→ 以偏概全本能。(7) 我是否假设某事永远不会变？→ 宿命本能。(8) 我是否偏爱自己的专业视角？→ 单一视角本能。(9) 我是否在找人归咎？→ 归咎本能。(10) 我是否感觉"必须马上行动"？→ 紧迫本能。

Q5: 和其他决策类Skill有什么区别？ / How is this different from other decision-making skills?

EN: Shiller (Narrative Economics) helps you understand crowd behavior and market narratives. Wu Jun (Tech Waves) helps you understand industry structure and timing. Rosling (Factfulness) helps you understand your own mind — it's the most personal of the three. Use Rosling when the primary problem is your own perception being distorted, not when you need market or industry analysis.
中文: 希勒（叙事经济学）帮您理解群体行为和市场叙事。吴军（科技浪潮）帮您理解产业结构和时机。罗斯林（事实思维）帮您理解您自己的思维——它是三个中最个人化的。当主要问题是您自己的感知被扭曲时用罗斯林，当需要市场或产业分析时用希勒或吴军。

反模式 / Anti-Patterns

❌ 反模式1：把"事实思维"变成"不做决策"的借口

事实思维要求你在决策前收集更多数据、质疑假设——但这不等于无限拖延。控制紧迫本能 ≠ 永远不行动。给自己设定一个"事实收集截止时间"（如24小时），到时无论数据是否完美都要做决定。

❌ 反模式2：用"但数据说……"否定他人的情感体验

事实思维是工具，不是武器。当别人表达担忧或恐惧时，不要说"你这是恐惧本能，数据显示你错了"。这傲慢且无效。正确的做法：先认可情感（"我理解你为什么害怕"），再温和引入数据视角（"同时，我们也可以看看数据怎么说"）。

❌ 反模式3：认为"控制本能"意味着消除情感

罗斯林从不说"不要有情感"。情感是人类决策的重要组成部分。目标是：不要让情感成为决策的唯一输入。恐惧可以是有效的预警信号——然后用数据验证这个信号是否指向真实的风险。情感+数据 > 纯情感 > 纯数据。

文件结构 / File Structure

rosling-factfulness/
├── SKILL.md                    # 主技能文件（本文件）
└── knowledge/
    └── principles.md           # 10条本能详细释义（中英双语，300+字/条）