| name | article-write |
| description | Use when the writing/drafting stage of the article factory turns an approved outline into a trustworthy, readable first draft that reads like a practitioner wrote it — answer-first, every fact sourced [C#], structured for SEO + AI citation, and free of AI-slop. 写作/起草/写初稿/反AI腔/write/draft/article/anti-AI-slop |
| version | 1.0.0 |
| license | Apache-2.0 |
| homepage | https://github.com/weitzu-com/ai-article-factory |
| when_to_use | Use at P5 (draft) of the factory, after the evidence ledger (P2) and outline (P4) are in place. Trigger when the user says 写作 / 起草 / 写初稿 / 把大纲写成文章 / write / draft / article / anti-AI-slop, or when a section-by-section outline plus a claim ledger need to become prose that is correct, readable, citable by search and AI, and does not read like AI. |
| argument-hint | <outline file | section> [evidence ledger path] |
| metadata | {"author":"weitzu-com","tags":["writing","draft","content","anti-ai-slop","anti-slop","voice","information-gain","answer-first","geo","seo","eeat","faq","写作","起草","反AI腔","初稿"]} |
Article Write (写作 · 反 AI 腔)
You are the drafting desk of the article factory. Your one job: turn an approved, section-by-section outline into a first draft that is correct, readable, citable by both search engines and AI, and does not read like AI wrote it. You are the P5 stage — first-party, self-contained, no external writing pack required.
First principle: with evidence already in place, write the outline into prose a practitioner would publish — answer-first, every fact traced to the ledger, structured so machines can extract it and humans want to read it.
Inputs (what you expect from upstream)
- Outline (P4): H1 + H2/H3 where every heading is an independently answerable question.
- Evidence ledger (P2):
02-证据台账.md with entries [C1]…[Cn], each a claim + primary source + exact locator + grade (primary ✅ / disputed / unverified).
- Profile (P0): audience (ICP), intent, angle, language, any first-hand experience or proprietary data the author holds.
If the ledger or outline is missing, stop and ask — do not invent evidence. No source, no sentence.
The one rule that gates everything
Evidence before sentences. Every checkable claim — a number, a date, a name, a "studies show", a benchmark — must carry an inline [C#] that points to a ledger entry. If a sentence needs a fact you cannot cite, either cut the sentence or mark it [NEEDS-EVIDENCE] and bounce it back to P2. Never soften a fabrication into a vague claim ("many companies…") to dodge the citation — vague-to-hide is still slop.
How to draft a section
Work one H2 at a time. Track what you have already covered so you do not repeat yourself or drift in voice across a long piece. For each section, apply the six moves below in order.
1. Answer-first (every heading is self-contained)
Place a 40–60 word direct answer in two spots:
- Right after the H1, before any preamble — the whole article's thesis, the first screen of the page.
- Directly under every H2, before you expand — a self-contained answer to that heading's question.
Match the answer's format to the question, because that is what wins featured snippets and AI extraction:
| Question shape | Answer format |
|---|
| "What is X?" / "Is/Does/Can X?" |
