Reader Sim

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

作者 haowjy254d4bb9b3b2e50a47def955b6461c06057eedae无许可证507 个星标收录于 2026年10月9日更新于 2026年10月9日仓库今天更新

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.

AI 生成的概览

以指定的首次读者人设阅读草稿,并报告阅读时的真实体验。

功能
该技能指示智能体从头到尾以调用方指定的读者人设阅读草稿,并沿五个阅读回报通道追踪体验:沉浸感、审美、社会模拟、好奇与预测、心流。它逐段报告注意力在哪里被吸引或走神、持有哪些疑问以及这些疑问如何变化,并用场景引用、段落位置和简短引文把结论锚定到文本上。报告先概述整体阅读感受,最后补充这些通道之外作者应了解的内容。
适用场景
当草稿需要绑定读者人设的读者反应信号,而非分析性批评时使用。它适合仅使用技能的流程,作者想了解读这篇文本是什么感觉,而不是它在技术上有什么问题。
运行要求
无需脚本或工具,仅为说明性指令。调用方应提供读者人设,包括类型熟悉度、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;若未提供,智能体会先说明其假定的人设。

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.

来源与署名

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

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