Cover Xiaohongshu

Codex 中的小红书封面设计与图片生成进化 Skill。唤醒词：小红书封面生成、小红书封面拆解。读取文章或结构化入参，通过目标提取、多路构图尝试、Judge 改进器和记忆更新，生成小红书封面提示词，或在 Codex 中调用图片生成能力产出小红书封面图；也可拆解样图排版方法，丰富可复用排版库以提升后续生成多样性。支持 prompt_mode、image_mode、production_mode，支持10种构图风格、真人出镜、多参考图：图1固定为人脸，图2起为UI截图、产品图等素材。关键词：小红书封面、小红书封面生成、小红书封面拆解、小红书封面设计、封面生成、提示词生成、封面优化、排版库。

12 starsSoftware Development

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add chaoshouli/cover-xiaohongshu --skill cover-xiaohongshu

Manual install

git clone --depth 1 https://github.com/chaoshouli/cover-xiaohongshu.git /tmp/cover-xiaohongshu
mkdir -p ~/.claude/skills
cp -r /tmp/cover-xiaohongshu/. ~/.claude/skills/cover-xiaohongshu

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# 小红书封面 Skill

读取文章内容或结构化入参 → 抽取封面目标 → 逐步补全缺失信息 → 多路生成 → Judge 改进 → 收敛输出提示词或封面图。

**重要：一次只问一个问题，等用户回答后再问下一个。**

---

## 运行模式

根据用户意图选择模式：

- **prompt_mode**：只输出可复制到图片生成模型的封面提示词。
- **image_mode**：先生成最终封面提示词，再在 Codex 中调用图片生成能力直接生成封面图。
- **production_mode**：生成更适合落地的封面资产。优先生成无字或弱文字底图，再用后期方式叠加清晰中文标题，避免图片模型生成错误中文。

默认：

- 用户说“生成提示词”“给我 prompt” → `prompt_mode`
- 用户说“生成封面图”“直接出图”“做一张封面” → `image_mode`
- 用户强调“可发布”“中文字要清楚”“生产可用” → `production_mode`

详细入参见 `references/input-schema.md`。详细模式规则见 `references/generation-modes.md`。详细 Judge 规则见 `references/judge.md`。持久进化规则见 `references/evolution-policy.md`。

读取规则：

- 用户提供结构化参数时，先读取 `references/input-schema.md`。
- 用户要求直接出图或生产可用封面时，读取 `references/generation-modes.md`。
- 用户要求优化质量、对比多个方案、解释为什么这样设计，或需要生成最终版本时，读取 `references/judge.md`。
- 用户要求这个 Skill 自升级、沉淀经验、集中训练、复盘使用记录时，读取 `references/evolution-policy.md`，并使用 `memory/`。

---

## 核心原则

这个 Skill 的目标不是直接写出一段封面提示词，而是持续逼近一个更可能被点击、被理解、被记住、并能稳定生成的封面方案。

运行逻辑：

```text
文章内容
→ Target 提取
→ 信息补全
→ 标题 / 构图 / 主视觉多路尝试
→ Judge 找最弱点
→ 按改进动作修正
→ 输出最终提示词或生成封面图
→ 更新本轮记忆
```

---

## Target 提取

在正式提问前，先从文章内容里提取封面目标。不要向用户展示长分析，只在内部使用。

必须提取：

- **内容主题**：这篇文章到底讲什么
- **核心受众**：谁最应该点开
- **点击动机**：用户为什么要点
- **情绪方向**：震惊、好奇、爽感、专业、温暖、反差、危机感、获得感
- **视觉主锤**：封面上最应该被一眼看到的东西
- **标题方向**：4-8个字，优先短、狠、具体

如果文章信息不足，先基于已知内容生成临时 Target，再通过后续问题补全。

如果安装目录里存在 `assets/examples/`，可把示例封面作为 Target Box：学习它们的构图、层级、标题密度、人物占比、遮挡关系和情绪强度，但不要复刻具体标题、人物、配色或画面元素。

---

## Action Team

拿到用户回答后，不要只按模板直出。先在内部生成至少 3 个候选方向：

Read the full skill on GitHub

Details

Skill name: cover-xiaohongshu
Repository: chaoshouli/cover-xiaohongshu
License: MIT
Repo updated: 28 May 2026

FAQ

What does the Cover Xiaohongshu skill do?

How do I install the Cover Xiaohongshu skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add chaoshouli/cover-xiaohongshu --skill cover-xiaohongshu. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Cover Xiaohongshu popular?

It lives in chaoshouli/cover-xiaohongshu, which has 12 GitHub stars and 0 forks.

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