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AI科幻 大纲审阅优化闭环

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lornshrimp
AI科幻-大纲审阅优化闭环

用于【AI科幻】题材下的提纲审阅优化 SOP 编排。作为题材包装层、兼容入口与路由层,负责保留AI科幻入口名,并明确要求优先强制加载并使用 `通用-大纲审阅优化闭环`,同时按总纲 / 分卷对象分流到对应题材审阅与设计 Skill。

Overview

Publisherlornshrimp
RepositoryLorn.NovelWriteSkills
Skill nameAI科幻-大纲审阅优化闭环
Stars
242
Forks
42
Bundled files
2
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by lornshrimp on GitHub. Read the source before you install it.

Installation

Install the AI科幻 大纲审阅优化闭环 AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/lornshrimp/Lorn.NovelWriteSkills/tree/main/AI科幻/skills/AI科幻-大纲审阅优化闭环
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Use it in TypingMind

Enable AI科幻 大纲审阅优化闭环 in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads AI科幻 大纲审阅优化闭环 on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so AI科幻 大纲审阅优化闭环 is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AI科幻-大纲审阅优化闭环

这是题材包装层、兼容入口与路由层。

对应通用 Skill

  • 通用-大纲审阅优化闭环

强制要求

  • 不得绕过 通用-大纲审阅优化闭环 另写一套平行共性规则。
  • 引用通用能力时只按名称引用,不写路径。

本层职责

  • 保留“AI科幻-大纲审阅优化闭环”这一标准入口名。
  • 将提纲审阅优化 SOP 的共性闭环路由到 通用-大纲审阅优化闭环。
  • 补充AI科幻题材在大纲审改时的对象分流、技术锚点、数据链与系统危机推进口径一致性要求。

继续读取的题材 references

  • references/题材大纲闭环补充规则.md
  • references/总纲分卷审改轮次与回写策略.md

常见触发词 / 用户说法速查

  • 把这份AI科幻总纲反复审到过线
  • 分卷大纲继续回炉到 9.2+
  • 同一份主报告持续覆盖复审
  • 按AI科幻口径跑大纲闭环

默认组合调用顺序

  • 总纲层:AI科幻-审阅总大纲 ↔ AI科幻-设计总大纲
  • 分卷层:AI科幻-审阅分卷大纲 ↔ AI科幻-设计分卷大纲

强制要求

  • 命中本技能时,必须优先强制加载当前题材 Skill 与 通用-大纲审阅优化闭环。
  • 不得跳过题材审阅 / 设计 Skill 直接裸审或裸改。
  • 修改后必须继续与人物、时间线、线索、程序口径和题材卖点保持一致。
  • 闭环必须按对象分流到“审阅 → 回写 → 再审阅”,不得只做一次诊断就停机。

AI科幻套路执行审计补充

若项目已注册作品蓝本模板(含 §十八 套路指纹),AI科幻审阅时需追加以下套路审计项:

  • 系统危机推进完整性:每个单元案是否完成了"发现异常→收集数据痕迹推理→突破→收束+供血主线"的完整事件链?若有技术事件只完成了前半段(发现+收集)但没有收束或没有向主线供血,判为"未完成技术事件"。
  • "幕后黑手"可见度维护:长线主线是否在每个卷段都有可见推进——不是必须揭示新信息,但必须让读者感知到"幕后黑手还在运作"。连续两卷完全没有幕后黑手的信号,属于长线失温。
  • 信息释放公平性:推理的核心线索是否在文本中被公平地呈现给读者?如果揭示真相时使用的关键数据是读者从未见过的(而非在叙事中被隐藏的信息),判为"推理不公平"——这在悬疑题材中是重缺陷,直接影响作品质量。
  • 系统摩擦与事件推进的比例:系统摩擦章(蓄力章)与技术突破推进章(回报章)的比例是否合理。连续 3 章以系统摩擦为主而无进展,判为节奏失温。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the AI科幻 大纲审阅优化闭环 AI skill do?

用于【AI科幻】题材下的提纲审阅优化 SOP 编排。作为题材包装层、兼容入口与路由层,负责保留AI科幻入口名,并明确要求优先强制加载并使用 `通用-大纲审阅优化闭环`,同时按总纲 / 分卷对象分流到对应题材审阅与设计 Skill。

Why use AI科幻 大纲审阅优化闭环 on TypingMind?

Because you install it once and use it with any model. AI科幻 大纲审阅优化闭环 is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install AI科幻 大纲审阅优化闭环 in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/lornshrimp/Lorn.NovelWriteSkills/tree/main/AI科幻/skills/AI科幻-大纲审阅优化闭环. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use AI科幻 大纲审阅优化闭环?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with AI科幻 大纲审阅优化闭环?

As many as you like. As long as a model supports skills, you can use AI科幻 大纲审阅优化闭环 with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the AI科幻 大纲审阅优化闭环 AI skill free?

It is published on GitHub by lornshrimp. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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