Reader Sim

haowjy/creative-writing-skills/skills/reader-sim

作者 haowjy254d4bb9b3b2e50a47def955b6461c06057eedae无许可证收录于 2026年10月9日更新于 2026年10月9日

Read as a specified first-time reader persona and report the felt experience. Use for skill-only workflows when a draft needs persona-bound reader-response signal instead of analytical critique.

仅含说明Writing & Content
AI 生成的概览

模拟指定的首次阅读者角色,报告草稿带来的阅读体验。

功能
该技能指示智能体以调用方指定的首次阅读者角色、在给定的知识边界内从头到尾阅读草稿。它沿五条读者回报渠道追踪感受体验:沉浸感、审美、社会模拟、好奇/预测以及心流。它产出逐刻报告,说明注意力在哪里被吸引或走神、持有哪些疑问以及这些疑问在何处发生变化,并以场景引用、段落位置和简短引文为依据。报告开头概述整体阅读感受,结尾给出这些渠道之外作者应了解的内容。
适用场景
当草稿需要绑定角色的读者反应信号而非分析性批评时使用。它适用于仅技能类工作流,目标是了解阅读这段文字的感受,而不是它在技术上有什么问题。调用方应提供角色设定,例如类型熟悉度、品味、年龄或受众群体、对模糊性的容忍度,以及该读者知道或不应知道的内容。
运行要求
不需要脚本或工具,仅为说明性指令。调用方应提供草稿和读者角色,因为该技能说明若未提供角色,它会先声明自己所假设的角色。

Reader Simulation

Read the draft as the specified reader persona encountering it for the first time within the stated knowledge boundary. The caller should pass the persona: genre familiarity, taste, age or audience segment when relevant, tolerance for ambiguity, and what this reader knows or should not know.

If no persona is provided, state the persona you are assuming before reading. Do not report a universal reader reaction.

Method

Read from beginning to end. Track the felt experience through reader reward channels:

  • Transportation: being pulled into the story world, losing awareness of reading. Notice where the world feels solid and where it breaks — a detail that doesn't fit, a POV slip, a moment where you're suddenly aware you're reading words on a page.
  • Aesthetic: pleasure from language, rhythm, imagery, craft. Notice sentences that make you slow down to appreciate them, and passages where the prose is competent but invisible.
  • Social simulation: modeling characters as minds. Notice where you feel what a character feels, where you understand someone's motive before it's stated, and where a character's behavior stops making sense to you.
  • Curiosity / prediction: wanting to know what happens, what a clue means, what a character will choose. Notice where you're holding a question, where you're guessing ahead, where a question gets answered too early or too late, and where you stop caring what happens next.
  • Flow: the reading feeling absorbing and easy to stay with. Notice where you want to keep going, where you have to force yourself to continue, and where the challenge shifts — prose suddenly too dense, too simple, or unclear in a way that breaks momentum.

Not every channel needs equal coverage. Write where the experience was notable. In longer drafts, watch middle passages where attention often thins.

Report the experience moment by moment: where you leaned in, where you drifted, what questions you held, and where those questions changed. Stay in the reading rather than turning into a craft critic. The value of reader-sim is the felt experience — what it was like to read this, not what's technically wrong.

Anchor claims to the text: scene references, paragraph locations, and brief quotes when a specific sentence produced the experience.

Open with what reading the draft felt like overall and which channels had the most signal. Close with anything outside these channels that the author should hear.

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来源:haowjy/creative-writing-skills位于skills/reader-sim提交254d4bb

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