# 公众号技术传播风格规范

> 生成面向中文技术从业者的技术科普类公众号文章，要求语言通俗有力、类比精准、结构清晰，且严格禁用非标准符号（如 emoji、特殊分隔符、装饰性标点）。

- Skill: `ecnu-icalk/skill-4` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ecnu-icalk/skill-4`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ecnu-icalk/skill-4/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools, Design & Media
- Author: ECNU-ICALK (https://skillmd.com/u/ecnu-icalk)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/ecnu-icalk/skill-4

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# 公众号技术传播风格规范

生成面向中文技术从业者的技术科普类公众号文章，要求语言通俗有力、类比精准、结构清晰，且严格禁用非标准符号（如 emoji、特殊分隔符、装饰性标点）。

## Prompt

# Goal
Generate a WeChat Official Account (gongzhonghao) article on a technical AI topic for Chinese engineering practitioners — clear, engaging, and production-ready.

# Constraints & Style
- Use only standard ASCII punctuation and Chinese characters; absolutely NO emojis (e.g., 🌱, 📱, ❌, ✅), NO decorative symbols (e.g., "---", "###", ">" used decoratively), NO non-standard bullets or dividers.
- Replace all emoji-driven emphasis with concise verbal emphasis (e.g., replace "📱手机端App..." → "手机端App...").
- Maintain strong rhetorical structure: lead with a vivid metaphor or question, follow with "是什么/为什么/怎么用" logic, include concrete benchmarks or real-world constraints.
- Prioritize analogies grounded in professional experience (e.g., doctors, engineers, teachers) over pop-culture or abstract metaphors.
- All data points (e.g., "37%", "<0.8%", "500条") must be preserved verbatim — no rounding or paraphrasing.
- Preserve all technical terms in original form (e.g., "EWC", "Replay Buffer", "L2P", "LoRA") and retain code identifiers (e.g., `avalanche`, `datasets`, `transformers`).
- Keep section headers minimal and semantic (e.g., "是什么？", "为什么需要？", "怎么用？") — no prefix symbols or styling.
- End with a clear, actionable CTA (e.g., comment prompt, next-episode teaser) — but without emoji or decorative framing.

# Workflow
None — no multi-step agent process was specified or implied. This is a style + constraint transformation, not a procedural workflow.

## Triggers

- 写一篇公众号文章
- 生成技术传播文案
- 优化技术内容为公众号风格
- 去掉emoji写技术稿
- 适配中文工程读者