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wtf is liucong-skills?

liucongg/liucong-skills — explained in plain English

Analysis updated 2026-05-18

182Audience · writerComplexity · 1/5LicenseSetup · easy

TL;DR

liucong-skills is a small library of two AI agent skills: one turns a sentence into a full video-prompt package for 3D-to-2D short films, the other rewrites and ranks WeChat article titles.

Mindmap

mindmap
  root((liucong-skills))
    What it does
      Video prompt generation
      Article title strategy
    Tech stack
      Agent Skills
      Midjourney
      Markdown
    Use cases
      Storyboard prompt packages
      WeChat title ranking
      Title risk checking
    Audience
      Content creators and writers

Code map

Detail Auto

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filefunction / class

Why would anyone build with this?

REASON 1

Generate a full storyboard and video prompt package from one sentence for a short 3D-to-2D style action film.

REASON 2

Turn a WeChat article draft into several ranked title options across different styles with risk notes.

REASON 3

Review and critique an existing set of article titles using the title-strategist skill's diagnostic process.

What's in the stack?

Agent SkillsMidjourneyMarkdown

How it stacks up

liucongg/liucong-skillsbinghe1980/ai-canvasduolahypercho/codex-router
Stars182182181
LanguageTypeScriptJavaScript
Setup difficultyeasymoderatemoderate
Complexity1/52/54/5
Audiencewriterdesignerdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min

Install a single skill folder via symlink or copy into your agent platform's skills directory.

Apache License 2.0: use, modify, and redistribute freely, including commercially, as long as you keep the license and any notice files.

Wtf does this do

liucong-skills is a small collection of agent skills, each living in its own folder under a skills directory and installable one at a time into whatever AI agent or platform you use. Right now it holds two skills. The first, painterly-3d2-cinema, turns a single sentence description into a full package of prompts for a short 3D-to-2D style action video. It walks through offering three story direction options, locking in a plot broken into 15 second segments, building character and scene prompts, producing a 15 panel storyboard prompt for Midjourney V8.1 for each segment, and finally generating matching video prompts for a tool called Seedance. It is worth noting clearly that this skill only produces text prompts. It does not generate any images or video itself, those still need to be created using Midjourney and Seedance separately and then fed back to the agent for review. The second skill, gzh-title-strategist, is built for people writing WeChat official account articles. Given an article, a draft, or an existing title, it first works out the article's type, target reader, core conclusion, and supporting evidence, then generates and rewrites titles across several styles such as steady and accurate, internet-catchy, authoritative, and data or keyword focused. It scores the top candidates and returns one main recommendation, two backup titles, and a note on any risks, including checks for clickbait phrasing and keyword stuffing. The README specifies that it will only use historical data actually provided or built into the skill, and will not invent numbers, companies, or claims that are not backed by the article's own text. Both skills install the same way, either as a symlink so repository updates apply immediately, or as a plain copy that needs to be redone manually after each update. The project is released under the Apache License 2.0.

Yoink these prompts

Prompt 1
Use painterly-3d2-cinema to plan a 15 second 3D-to-2D action short and give me the Midjourney storyboard prompts.
Prompt 2
Run gzh-title-strategist on this article draft and give me one main title plus two backups.
Prompt 3
Walk me through installing a skill from liucong-skills into my agent's skills directory using a symlink.
Prompt 4
Explain how gzh-title-strategist avoids inventing facts not supported by the article text.

Frequently asked questions

wtf is liucong-skills?

liucong-skills is a small library of two AI agent skills: one turns a sentence into a full video-prompt package for 3D-to-2D short films, the other rewrites and ranks WeChat article titles.

What license does liucong-skills use?

Apache License 2.0: use, modify, and redistribute freely, including commercially, as long as you keep the license and any notice files.

How hard is liucong-skills to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is liucong-skills for?

Mainly writer.

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