fable

# Fable ## Overview Explain graduate-level, counterintuitive concepts through metaphorical fable stories. The story embodies the concept's underlying structure without naming it, creating an "aha moment" when the concept is revealed at the end. ## When to Use - User wants to deeply understand a complex academic concept - User specifies a domain like "计算机科学", "经济学", "哲学" and wants to learn - User asks for an intuitive explanation of something abstract or counterintuitive - User explicitly invokes `/fable` or asks to "用寓言解释" ## Parameters | Parameter | Required | Default | Description | |-----------|----------|---------|-------------| | Domain | Yes | - | 学术领域，如：计算机科学、经济学、哲学、物理学、数学、生物学、心理学 | | Concept | No | Auto-select | 手动指定具体概念名。留空则由 AI 从该领域选一个研究生水平、反直觉的概念 | | Audience | No | 中青年 | 目标读者年龄段，影响寓言的语言难度和叙事复杂度 | ### Audience Levels | Level | Language Style | Narrative Complexity | Metaphor Domain | |-------|---------------|---------------------|-----------------| | 幼儿 (3-6) | 极简，拟人化 | 单一主线，明确因果 | 日常物品、动物 | | 小学生 (7-12) | 简单，童话风 | 简单情节，有转折 | 校园、家庭、童话 | | 青少年 (13-17) | 适中 | 复杂一点的情节 | 人际关系、冒险 | | 中青年 (18+) | 标准 | 反直觉、需背景知识 | 职场、社会、科技 | | 专业读者 | 可用术语 | 可用专业场景做隐喻 | 编程、工程、学术 | ## Workflow ### Step 1: Select the Concept If user provided a specific concept name, use it directly. Otherwise: 1. From the specified domain, identify a **graduate-level** concept that is **complex** and **counterintuitive**. 2. The concept should be non-trivial — something that challenges intuition and requires deep understanding. 3. Briefly confirm with the user: "我选择的概念是 [概念名]，可以吗？" Examples of good concept choices by domain: - 计算机科学: CAP 定理、拜占庭将军问题、PAC 学习理论、停机问题 - 经济学: 比较优势、公地悲剧、柠檬市场、科斯定理 - 哲学: 缸中之脑、忒修斯之船、中文房间、囚徒困境 - 物理学: 量子纠缠、双缝实验、麦克斯韦妖、熵增原理 - 数学: 哥德尔不完备定理、蒙提霍尔问题、巴拿赫-塔斯基悖论 - 生物学: 红皇后假说、自私的基因、生态位构建 ### Step 2: Write the Fable (500-1000 characters) Craft a narrative story that: **Core Rules:** - The story's entire plotline and structure MUST perfectly embody the concept's underlying mechanism - **NEVER name the concept** in the story — no hints, no technical terms, no direct references - The reader should NOT immediately guess what concept it is **Story Structure:** - Beginning: Set up characters and a situation that mirrors the concept's premises - Middle: Develop the plot — this is where the concept's mechanism plays out - End: Reach a conclusion or revelation that aligns with the concept's implications - The "aha moment" should come near the end, not at the beginning **Language Adaptation (by audience):** - Adapt vocabulary, sentence length, and metaphor domain to the target audience - For children: use animals, toys, daily objects as characters - For adults: use workplace scenarios, social dynamics, technology - For professionals: can use domain-appropriate scenarios as metaphor vehicles **Quality Check:** - After writing, verify: if a reader knows the concept, would they immediately recognize it? If yes, rewrite to make the metaphor more indirect. - The fable should stand alone as a good story even without the reveal. ### Step 3: The Reveal — Name and Explain After the fable ends, clearly separate with a divider and: 1. Formally name the concept 2. Explain it in clear, accurate terms appropriate to the audience level 3. Explain WHY it is counterintuitive — what makes it graduate-level 4. Keep the explanation concise but complete ### Step 4: Mapping — Connect Story to Concept Break down the correspondence between story elements and concept components: For each key element in the story (character, event, setting, object), map it to: - What it represents in the real concept - Why this mapping is apt Use a clear format like a table or numbered list. Example: | Story Element | Concept Component | Why This Maps | |--------------|-------------------|---------------| | 老国王 | 中心节点 | ... | | 信使 | 消息传递 | ... | ## Example **User input:** `/fable 计算机科学` **AI selects concept:** CAP 定理 **Fable (abbreviated):** > 在一个王国里，老国王年迈体衰，他把国家分给了三个儿子管理。但他定下一条铁律：任何决策，三个儿子必须意见一致才能执行。起初一切顺利，但后来一场暴风雪切断了三兄弟之间的通信... > 大哥面临一个抉择：要么等通信恢复（但子民在挨饿），要么自己做决定（但违背父王的铁律），要么听任二弟三弟各自为政（但国家会分裂）... **Reveal:** 这就是 CAP 定理——分布式系统中，一致性（Consistency）、可用性（Availability）、分区容错性（Partition Tolerance）三者不可兼得。 **Mapping:** 老国王=理想状态，三兄弟=三个节点，暴风雪=网络分区，铁律=强一致性... ## Common Mistakes | Mistake | Fix | |---------|-----| | Story names the concept or uses technical terms | Remove ALL domain terminology. Use pure metaphor. | | Fable is too on-the-nose (readers guess immediately) | Add misdirection, complexity, or delay the reveal longer. | | Concept is too simple (undergraduate level) | Pick a concept that genuinely challenges graduate students. | | Language doesn't match audience | Adjust vocabulary, sentence complexity, and metaphor domain. | | Mapping is incomplete or shallow | Map EVERY major story element. Explain WHY each mapping works. | | Fable is boring as a story | Make characters relatable, add emotional stakes, use vivid imagery. |