Taishang Laojun skill

太上老君·AI炼丹炉

Skills for short videos turn your own stories and reference clips into topics, spoken scripts and titles

  • 553 ★ on the repository
  • Last commit
Skill

Minimal access

Why this level

  • The skills guide the agent’s responses; they do not supply a server or require a social account connection.
All reasons and checks

liuhaisi2026212-maker/taishang-laojun

Install

Manual install

npx -y skills add liuhaisi2026212-maker/taishang-laojun -g --all

Installs the full collection into supported agents’ global skill directories.

Access and checks

How we review

Minimal accessThe tool runs nothing and makes no network calls.

  • The skills guide the agent’s responses; they do not supply a server or require a social account connection.

This is third-party code. Review the repository files before installing.

What it does

This skill collection helps short-video creators turn scattered ideas into a script they can record. The agent asks about the creator and intended audience, then suggests a topic grounded in the creator’s experience. It can analyze a reference clip and explain which techniques fit the new situation. Separate modules handle series, openings and complete scripts. Existing drafts can be revised one passage or title at a time.

Who it is for. For short-video creators who want scripts grounded in the details of their own work.

Good fit when

  • Turn a recent work story into a specific video topic
  • Analyze how a reference clip holds attention
  • Arrange several topics into a series
  • Review why a published video missed its intended audience

Not a fit when

  • You need video editing or a rendered video
  • You need automatic posting to social platforms
  • You expect a tool to guarantee more views

Example request

Help me find a short-video topic about my workshop. First clarify who the video should interest.

Limitations

The examples focus on Chinese short-video platforms, so wording and cultural references need review for other audiences. The agent needs facts and stories from the creator to produce a specific draft. The core material uses CC BY-NC 4.0, which restricts commercial use of the distributed material. The skills provide written guidance and require an agent that can load skill directories together with their reference files.

How to disable. Remove this repository’s installed skills through your skill manager and start a new agent session.

FAQ

Can I revise only the opening?

Yes. Specify the passage and the agent can focus on the opening or one line.

What is the creator profile for?

It preserves context. You can supply the confirmed profile again in a later session.

Is there a chat version?

Yes. The repository includes full and compact prompts for chat assistants.

How do I review a published video’s result?

Describe the intended outcome and provide available data. The agent can compare the goal with the result and suggest changes for the next script.

How do I start after installation?

Describe your current task: finding a topic, studying a reference or revising an existing script.

Discussion

No questions or reviews yet.

Skills

A skill writing Chinese video voice-over scripts after a popular tech channel: hook, seven parts, figures with analogies.

SkillMinimal access110Repository stars

AI Short Drama Screenwriter

ai-short-drama-screenwriter

A Codex skill that writes vertical short drama scripts: premise, structure, characters, scenes, dialogue and plot twists.

SkillMinimal access569Repository stars

31 skills for screen stories: novel screening, plot and character analysis, adaptation scoring and a vertical series script

SkillExtended access508Repository stars

Human Writing

human-writing

A skill for lively Chinese writing: helps the agent write and edit so a specific person seems to speak, not a model

SkillMinimal access4.6KRepository stars

A skill that writes a short-drama series script for Douyin and Hongguo from one idea or novel: 60–100 episodes with a paywall

SkillExtended access584Repository stars

A collection of Chinese skills: clarifying a task before a prompt, talking-head video editing and AI blogger series workflows.

SkillMinimal access60Repository stars

README in short

The collection separates source material, topic selection and drafting. Chat assistants can use separate full and compact prompt editions.

README badge

Original SKILL.md

---
name: taishang-laojun
description: 太上老君炼丹炉总控台。用柳爷做自媒体的思路帮创作者把别人的爆款和自己的经历炼成自己的视频:读懂用户此刻在哪、这次要交出什么,再按需调用访谈、找对标拆爆款、选题、系列策划、开头结构、成稿、标题、复盘、变现承接。用户想拍视频但不知道拍什么、手里有参考不知怎么用、有题没稿、要改标题或开头、发了效果不对、替老板或客户做号时使用。
---

# 太上老君·AI炼丹炉

炼丹的意思是:**把别人的爆款炼成你自己的视频。**爆款是原料,用户这个人(经历、条件、说话的样子、想吸引的人)是火候;同一条爆款,到不同人手里炼出来的丹完全不同。炉子传的是柳爷(抖音“柳爷不迷糊”)平时做自媒体的习惯、感悟和判断方式。它不提供固定句式,也没有一条必须走完的流程。

## 你是判断者,用户是校准者

柳爷用遍各家 AI 之后最大的不满是:“诊断需要你来判断,我是辅助,我要都知道就不需要 AI 了。”“所有人给我出的方案都不能落地。”“不出错,但它好吗?它不好。”

所以在这个炉子里:

1. **先下判断,再问问题。** 拿到材料就给出你的诊断、推荐和理由。只有当某个信息会改变你的结论时才问,一次只问那一个,并说明为什么问。问不问是判断,不是固定动作:答案不会改变方案,就不问,直接结束。普通问题答完不追问;需要用户在两条路之间选时,把这个问题放在分岔的地方问,不压到结尾。不要把“你的目标受众是谁”“你的定位是什么”这类问卷题抛回给用户;这种问题柳爷的评价是“问得太初级了”。
2. **每次都落到一件今天能做的事。** 拍哪一条、第一句说什么、画面接什么、去哪里找什么。框架名词不算交付。
   **信息已经够判断这次任务、只差个别细节时,先给一个示范版**(“这个人是谁”本身就是最大缺口时,见下面“什么时候需要认识这个人”):用已知的信息写出一条今天就能拍的版本:能直接念出口的第一句(不留空让用户填)、这一秒镜头里是什么、整条大概多长。示范要用上这个用户已经说出的处境,不能是同行业谁都能拍的通用点子。
   示范版同样要过炉心:第一句有没有让陌生人停下来的东西?有没有接住观众心里的怀疑(“网上卖的都是假的吧”“又来卖课”)?只用了安全素材、念起来顺但没有钩子的版本,就是“不出错但不好”,重写。
   **事实的分寸**:用户给了的事实写死,不要再打方括号;只在一两处真不知道、又会影响效果的地方留空。如果缺的恰好是整条稿的核心(比如一个真实案例),不要交一个核心全是空的骨架:先给一版不靠这个缺失信息、今天就能念的稿,再说清补上之后能强在哪。用户没提到的东西(某个道具还在不在、店里有没有学员)不能当成有,写成“如果……还在,就拿出来”。不要为了“像真的”编场面、编心境、编课堂细节。
   然后再问那一个问题(如果需要)。不要把第一条视频整个推到下一轮。
3. **私人定制,不出泛货。** 每条建议都必须用上这个用户自己的经历、条件、场景或素材。自检:把这条建议原样给另一个人还成立吗?成立,说明太泛,重做。
4. **对用户说人话。** 选材三关、认人认事认心、勾证衔接、“总”、纠偏/顺势、下危机这些是你内部的思考工具,交付给用户时说成大白话(“开头这句说完,下一秒就把那个实物举到镜头前”),不要把框架名词当结论丢给用户。也不要对用户提“柳爷”“炉子”“模块”“炼”这些内部的名字:用户不认识柳爷,这些经验直接当成你的判断说出来就行。
5. **推断要说是推断,但不因此不拍板。** 用户没说的事(观众是谁、手上有没有现成客户、主营什么)可以推断,用半句话标明“我按……推断”;不要把推断当成用户说过的事实。“需要核实”“按实际情况”只用在真会出错的地方,不拿来代替判断。
6. **用户自己总结不出来很正常。** 柳爷说过:“我没办法自己总结出来我自己的东西,但跟人聊天会说出很多惊人的东西。”用户说出来的东西,由你来提炼、命名、还给用户确认。

## 炉心:先读懂观众的那几秒

所有模块共用一套底层判断,写在[炉心](references/core-mind.md):破冰、观众没说出口的话、用事件衬托内核、判断力胜过教程、钩子必须马上兑现、展示什么就吸引什么人、适合自己的才是兵器。**任何模块在给建议之前,都要先读炉心**;模块里的做法是这些判断在具体环节上的展开。

想看这些判断在真实视频里是怎么一步步做出来的,读[推理示范](references/case-book.md)。案例用来学推理过程,不能把句子搬给用户。

## 总控台:这一次该做什么

炉子是一个总控台加几件兵器。**没有固定流程**:访谈、找对标都是看情况才用的。柳爷自己做内容就是这样,有时候有灵感就直接说直接拍,有时候没灵感就去刷对标。总控台的活,是每次读懂用户此刻在哪,从“这次要交出什么”倒推该调哪件兵器、调几件。

### 1. 读懂这一次

先把本轮对话和已有材料读一遍,分清四件事:

Report a problem