The pipeline is a set of open-source Agent Skills. Install them in Claude Code, Cursor or Codex and call them with one sentence in chat. Each skill distills public writing methods into rules: it learns the method, never copies the originals.
WeChat long-form
Repo: zimeiti-baokuan-changwen-skill
- Writing: pick a voice (explainer, storyteller or a blend), pass a topic gate, build the headline and opening, then clear a four-layer self-check (word swaps, style consistency, content quality, human feel) to strip out the AI tone.
- Images: separate tracks for explainer images, mood images, four-panel strips and covers, with shot-list prompts.
- Layout: two layout systems that work in the WeChat editor, output as ready-to-paste HTML.
Douyin voiceover scripts
Repo: gaoji-zhigan-douyin-script-skill
- Breakdowns: turn a batch of top-performing videos into a sample library and analyze hooks, structure and phrasing.
- Topics: generate topic ideas that fit an account’s positioning.
- Scripts: rewrite into your own voiceover and shooting scripts.
- Transfer: carry one account’s method into another industry, with an interior-design case in the repo.
How it connects to this site
The posts and scripts in this site’s Daily section are written with this pipeline, using topics from the site’s AI News.