From 1df5e4974d96345f34d92b3ba8c3809a0dbb9cdc Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jim=20Liu=20=E5=AE=9D=E7=8E=89?= <junminliu@gmail.com>
Date: Sat, 17 Jan 2026 15:52:00 -0600
Subject: [PATCH] feat: add analysis framework for Xiaohongshu content

---
 skills/baoyu-xhs-images/SKILL.md              | 385 +++++++-----------
 .../references/analysis-framework.md          | 198 +++++++++
 .../references/outline-template.md            | 228 +++++++++++
 3 files changed, 576 insertions(+), 235 deletions(-)
 create mode 100644 skills/baoyu-xhs-images/references/analysis-framework.md
 create mode 100644 skills/baoyu-xhs-images/references/outline-template.md

diff --git a/skills/baoyu-xhs-images/SKILL.md b/skills/baoyu-xhs-images/SKILL.md
index 392e9d0..bab67de 100644
--- a/skills/baoyu-xhs-images/SKILL.md
+++ b/skills/baoyu-xhs-images/SKILL.md
@@ -76,264 +76,146 @@ Detailed style definitions: `references/styles/<style>.md`
 
 Detailed layout definitions: `references/layouts/<layout>.md`
 
-## Auto Style Selection
+## Auto Selection
 
-When no `--style` is specified, analyze content to select:
+| Content Signals | Style | Layout |
+|-----------------|-------|--------|
+| Beauty, fashion, cute, girl, pink | `cute` | sparse/balanced |
+| Health, nature, clean, fresh, organic | `fresh` | balanced/flow |
+| Tech, AI, code, digital, app, tool | `tech` | dense/list |
+| Life, story, emotion, feeling, warm | `warm` | balanced |
+| Warning, important, must, critical | `bold` | list/comparison |
+| Professional, business, elegant, simple | `minimal` | sparse/balanced |
+| Classic, vintage, old, traditional | `retro` | balanced |
+| Fun, exciting, wow, amazing | `pop` | sparse/list |
+| Knowledge, concept, productivity, SaaS | `notion` | dense/list |
 
-| Content Signals | Selected Style |
-|----------------|----------------|
-| Beauty, fashion, cute, girl, pink | `cute` |
-| Health, nature, clean, fresh, organic | `fresh` |
-| Tech, AI, code, digital, app, tool | `tech` |
-| Life, story, emotion, feeling, warm | `warm` |
-| Warning, important, must, critical | `bold` |
-| Professional, business, elegant, simple | `minimal` |
-| Classic, vintage, old, traditional | `retro` |
-| Fun, exciting, wow, amazing | `pop` |
-| Knowledge, concept, productivity, SaaS, notion | `notion` |
-
-## Auto Layout Selection
-
-When no `--layout` is specified, analyze content structure to select:
-
-| Content Signals | Selected Layout |
-|----------------|-----------------|
-| Single quote, one key point, cover | `sparse` |
-| 3-4 points, explanation, tutorial | `balanced` |
-| 5+ points, summary, cheat sheet, 干货 | `dense` |
-| Numbered items, top N, checklist, steps | `list` |
-| vs, compare, before/after, pros/cons | `comparison` |
-| Process, flow, timeline, steps with order | `flow` |
-
-**Layout by Position**:
-| Position | Recommended Layout |
-|----------|-------------------|
-| Cover | `sparse` |
-| Content | `balanced` or content-appropriate |
-| Ending | `sparse` or `balanced` |
-
-## File Management
-
-### With Article Path
-
-Save to `xhs-images/` subdirectory in the same folder as the article:
+## File Structure
 
 ```
-posts/ai-future/
-├── article.md
-└── xhs-images/
-    ├── outline.md
-    ├── prompts/
-    │   ├── 01-cover.md
-    │   ├── 02-content-1.md
-    │   └── ...
-    ├── 01-cover.png
-    ├── 02-content-1.png
-    └── 03-ending.png
+[target]/
+├── source.md                       # Source content (if pasted)
+├── analysis.md                     # Deep analysis results
+├── outline-style-[slug].md         # Variant A (e.g., outline-style-tech.md)
+├── outline-style-[slug].md         # Variant B (e.g., outline-style-notion.md)
+├── outline-style-[slug].md         # Variant C (e.g., outline-style-minimal.md)
+├── outline.md                      # Final selected
+├── prompts/
+│   ├── 01-cover-[slug].md
+│   ├── 02-content-[slug].md
+│   └── ...
+├── 01-cover-[slug].png
+├── 02-content-[slug].png
+└── NN-ending-[slug].png
 ```
 
-### Without Article Path (Pasted Content)
-
-Save to `xhs-outputs/YYYY-MM-DD/[topic-slug]/`:
-
-```
-xhs-outputs/
-└── 2026-01-13/
-    └── ai-agent-guide/
-        ├── source.md           # Saved pasted content
-        ├── outline.md
-        ├── prompts/
-        │   ├── 01-cover.md
-        │   └── ...
-        ├── 01-cover.png
-        └── 02-ending.png
-```
+**Target directory**:
+- With source path: `[source-dir]/xhs-images/`
+- Without source: `xhs-outputs/YYYY-MM-DD/[topic-slug]/`
 
 ## Workflow
 
-### Step 1: Analyze Content & Select Style/Layout
+### Step 1: Analyze Content → `analysis.md`
 
+Read source content, save it if needed, and perform deep analysis.
+
+**Actions**:
 1. **Save source content** (if not already a file):
    - If user provides a file path: use as-is
    - If user pastes content: save to `source.md` in target directory
-2. Read content
-3. If `--style` specified, use that style; otherwise auto-select 3 candidates
-4. If `--layout` specified, use that layout; otherwise auto-select per image
-5. **Language detection**:
-   - Detect **source language** from content
-   - Detect **user language** from conversation context
-   - Note if source_language ≠ user_language (will ask in Step 4)
-6. Determine image count based on content complexity:
+2. Read source content
+3. **Deep analysis** following `references/analysis-framework.md`:
+   - Content type classification (种草/干货/测评/教程/避坑...)
+   - Hook analysis (爆款标题潜力)
+   - Target audience identification
+   - Engagement potential (收藏/分享/评论)
+   - Visual opportunity mapping
+   - Swipe flow design
+4. Detect source language
+5. Determine recommended image count (2-10)
+6. Select 3 style+layout combinations
+7. **Save to `analysis.md`**
 
-| Content Type | Image Count |
-|-------------|-------------|
-| Simple opinion / single topic | 2-3 |
-| Medium complexity / tutorial | 4-6 |
-| Deep dive / multi-dimensional | 7-10 |
+### Step 2: Generate 3 Outline Variants
 
-**Note**: Layout can vary per image in a series. Cover typically uses `sparse`, content pages use `balanced`/`dense`/`list` as appropriate.
+Based on analysis, create three distinct style variants.
 
-### Step 2: Generate Outline
+**For each variant**:
+1. **Generate outline** (`outline-style-[slug].md`):
+   - YAML front matter with style, layout, image_count
+   - Cover design with hook
+   - Each image: layout, core message, text content, visual concept
+   - **Written in user's preferred language**
+   - Reference: `references/outline-template.md`
 
-Plan for each image with style and layout specifications:
+| Variant | Selection Logic | Example Filename |
+|---------|-----------------|------------------|
+| A | Primary recommendation | `outline-style-tech.md` |
+| B | Alternative style | `outline-style-notion.md` |
+| C | Different audience/mood | `outline-style-minimal.md` |
 
-```markdown
-# Xiaohongshu Infographic Series Outline
+**All variants are preserved after selection for reference.**
 
-**Topic**: [topic description]
-**Style**: [selected style]
-**Default Layout**: [selected layout or "varies"]
-**Image Count**: N
-**Generated**: YYYY-MM-DD HH:mm
-
----
-
-## Image 1 of N
-
-**Position**: Cover
-**Layout**: sparse
-**Core Message**: [one-liner]
-**Filename**: 01-cover.png
-
-**Text Content**:
-- Title: xxx
-- Subtitle: xxx
-
-**Visual Concept**: [style + layout appropriate description]
-
----
-
-## Image 2 of N
-
-**Position**: Content
-**Layout**: [balanced/dense/list/comparison/flow]
-**Core Message**: [one-liner]
-**Filename**: 02-xxx.png
-
-**Text Content**:
-- Title: xxx
-- Points: [list based on layout density]
-
-**Visual Concept**: [description matching style + layout]
-
----
-...
-```
-
-### Step 3: Save Outline
-
-Save outline as `outline.md`.
-
-### Step 4: Review & Confirm
-
-**Purpose**: Let user confirm all options in a single step before image generation.
+### Step 3: User Confirms All Options
 
 **IMPORTANT**: Present ALL options in a single confirmation step using AskUserQuestion. Do NOT interrupt workflow with multiple separate confirmations.
 
-1. **Generate 3 style variants** (if style not specified):
-   - Analyze content to select 3 most suitable styles
-   - Generate complete outline for each style variant
-   - Save as `outline-{style}.md` (e.g., `outline-cute.md`, `outline-notion.md`, `outline-tech.md`)
+**Determine which questions to ask**:
 
-2. **Determine which questions to ask**:
+| Question | When to Ask |
+|----------|-------------|
+| Style variant | Always (required) |
+| Default layout | Only if user might want to override |
+| Language | Only if `source_language ≠ user_language` |
 
-   | Question | When to Ask |
-   |----------|-------------|
-   | Style variant | Always (required) |
-   | Default layout | Always (offer common options) |
-   | Language | Only if `source_language ≠ user_language` |
+**Language handling**:
+- If source language = user language: Just inform user (e.g., "Images will be in Chinese")
+- If different: Ask which language to use
 
-3. **Present options** (use AskUserQuestion with all applicable questions):
+**AskUserQuestion format**:
 
-   **Question 1 (Style)** - always:
-   - Style A (recommended): [style name] - [brief description]
-   - Style B: [style name] - [brief description]
-   - Style C: [style name] - [brief description]
-   - Custom: Provide custom style reference
+```
+Question 1 (Style): Which style variant?
+- A: tech + dense (Recommended) - 专业科技感，适合干货
+- B: notion + list - 清爽知识卡片
+- C: minimal + balanced - 简约高端风格
+- Custom: 自定义风格描述
 
-   **Question 2 (Layout)** - always:
-   - sparse (Recommended for cover) - minimal info, maximum impact
-   - balanced - standard 3-4 points
-   - dense - high info density, knowledge cards
-   - list / comparison / flow - special formats
+Question 2 (Layout) - only if relevant:
+- Keep variant default (Recommended)
+- sparse / balanced / dense / list / comparison / flow
 
-   **Question 3 (Language)** - only if source ≠ user language:
-   - [Source language] (matches content)
-   - [User language] (your preference)
-
-   **Language handling**:
-   - If source language = user language: Just inform user (e.g., "Images will be in Chinese")
-   - If different: Ask which language to use
-
-4. **Apply selection**:
-   - Copy selected `outline-{style}.md` to `outline.md`
-   - If custom style provided, generate new outline with that style
-   - If different language selected, regenerate outline in that language
-   - User may edit `outline.md` directly for fine-tuning
-   - If modified, reload outline before proceeding
-
-5. **Proceed only after explicit user confirmation**
-
-### Step 5: Generate Images One by One
-
-For each image, create a prompt file with style and layout specifications.
-
-**Prompt Format**:
-
-```markdown
-Infographic theme: [topic]
-Style: [style name]
-Layout: [layout name]
-Position: [cover/content/ending]
-
-Visual composition:
-- Main visual: [style-appropriate description]
-- Arrangement: [layout-specific structure]
-- Decorative elements: [style-specific decorations]
-
-Color scheme:
-- Primary: [style primary color]
-- Background: [style background color]
-- Accent: [style accent color]
-
-Text content:
-- Title: 「xxx」(large, prominent)
-- Key points: [based on layout density]
-
-Layout instructions: [layout-specific guidance]
-Style notes: [style-specific characteristics]
+Question 3 (Language) - only if mismatch:
+- 中文 (匹配原文)
+- English (your preference)
 ```
 
-**Layout-Specific Instructions**:
+**After confirmation**:
+1. Copy selected `outline-style-[slug].md` → `outline.md`
+2. Update YAML front matter with confirmed options
+3. If custom style: regenerate outline with that style
+4. User may edit `outline.md` directly for fine-tuning
 
-| Layout | Arrangement Instructions |
-|--------|-------------------------|
-| `sparse` | Single focal point centered, 1-2 text elements, maximum breathing room |
-| `balanced` | Title at top, 3-4 points in clear sections, moderate spacing |
-| `dense` | Grid or multi-section layout, 5-8 points, compact but organized |
-| `list` | Vertical numbered/bulleted list, consistent item spacing, clear hierarchy |
-| `comparison` | Two-column split, clear divider, mirrored structure left/right |
-| `flow` | Horizontal or vertical flow with arrows, connected nodes/steps |
+### Step 4: Generate Images
+
+With confirmed outline + style + layout:
+
+**For each image (cover + content + ending)**:
+1. Save prompt to `prompts/NN-{type}-[slug].md` (in user's preferred language)
+2. Generate image using confirmed style and layout
+3. Report progress after each generation
 
 **Image Generation Skill Selection**:
-1. Check available image generation skills
-2. If multiple skills available, ask user to choose
+- Check available image generation skills
+- If multiple skills available, ask user preference
 
 **Session Management**:
-If the image generation skill supports `--sessionId`:
-1. Generate a unique session ID at the start (e.g., `xhs-{topic-slug}-{timestamp}`)
-2. Use the same session ID for all images in the series
-3. This ensures style consistency across all generated images
+If image generation skill supports `--sessionId`:
+1. Generate unique session ID: `xhs-{topic-slug}-{timestamp}`
+2. Use same session ID for all images
+3. Ensures visual consistency across generated images
 
-**Generation Flow**:
-1. Call selected image generation skill with prompt file, output path, and session ID
-2. Confirm generation success
-3. Report progress: "Generated X/N"
-4. Continue to next
-
-**All prompts are written in the user's confirmed language preference.**
-
-### Step 6: Completion Report
+### Step 5: Completion Report
 
 ```
 Xiaohongshu Infographic Series Complete!
@@ -344,21 +226,48 @@ Layout: [layout name or "varies"]
 Location: [directory path]
 Images: N total
 
-- 01-cover.png ✓ Cover (sparse)
-- 02-content-1.png ✓ Content (balanced)
-- 03-content-2.png ✓ Content (dense)
-- 04-ending.png ✓ Ending (sparse)
+✓ analysis.md
+✓ outline-style-tech.md
+✓ outline-style-notion.md
+✓ outline-style-minimal.md
+✓ outline.md (selected: tech + dense)
 
-Outline: outline.md
+Files:
+- 01-cover-[slug].png ✓ Cover (sparse)
+- 02-content-[slug].png ✓ Content (balanced)
+- 03-content-[slug].png ✓ Content (dense)
+- 04-ending-[slug].png ✓ Ending (sparse)
 ```
 
+## Image Modification
+
+### Edit Single Image
+
+1. Identify image to edit (e.g., `03-content-chatgpt.png`)
+2. Update prompt in `prompts/03-content-chatgpt.md` if needed
+3. Regenerate image using same session ID
+
+### Add New Image
+
+1. Specify insertion position (e.g., after image 3)
+2. Create new prompt with appropriate slug
+3. Generate new image
+4. **Renumber files**: All subsequent images increment NN by 1
+5. Update `outline.md` with new image entry
+
+### Delete Image
+
+1. Remove image file and prompt file
+2. **Renumber files**: All subsequent images decrement NN by 1
+3. Update `outline.md` to remove image entry
+
 ## Content Breakdown Principles
 
-1. **Cover (Image 1)**: Strong visual impact, core title, attention hook → `sparse` layout
-2. **Content (Middle)**: Core points per image, density varies by content → `balanced`/`dense`/`list`/`comparison`/`flow`
-3. **Ending (Last)**: Summary / call-to-action / memorable quote → `sparse` or `balanced`
+1. **Cover (Image 1)**: Hook + visual impact → `sparse` layout
+2. **Content (Middle)**: Core value per image → `balanced`/`dense`/`list`/`comparison`/`flow`
+3. **Ending (Last)**: CTA / summary → `sparse` or `balanced`
 
-**Style × Layout Matrix** (recommended combinations):
+**Style × Layout Matrix** (✓✓ = highly recommended, ✓ = works well):
 
 | | sparse | balanced | dense | list | comparison | flow |
 |---|:---:|:---:|:---:|:---:|:---:|:---:|
@@ -372,13 +281,19 @@ Outline: outline.md
 | pop | ✓✓ | ✓✓ | ✓ | ✓✓ | ✓✓ | ✓ |
 | notion | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ |
 
-✓✓ = highly recommended, ✓ = works well
+## References
+
+Detailed templates and guidelines in `references/` directory:
+- `analysis-framework.md` - XHS-specific content analysis
+- `outline-template.md` - Outline format and examples
+- `styles/<style>.md` - Detailed style definitions
+- `layouts/<layout>.md` - Detailed layout definitions
+- `base-prompt.md` - Base prompt template
 
 ## Notes
 
 - Image generation typically takes 10-30 seconds per image
 - Auto-retry once on generation failure
 - Use cartoon alternatives for sensitive public figures
-- Prompts written in user's confirmed language preference
-- Text on images uses confirmed language
-- Maintain selected style consistency across all images in series
+- All prompts and text use confirmed language preference
+- Maintain style consistency across all images in series
diff --git a/skills/baoyu-xhs-images/references/analysis-framework.md b/skills/baoyu-xhs-images/references/analysis-framework.md
new file mode 100644
index 0000000..47256e7
--- /dev/null
+++ b/skills/baoyu-xhs-images/references/analysis-framework.md
@@ -0,0 +1,198 @@
+# Xiaohongshu Content Analysis Framework
+
+Deep analysis framework tailored for Xiaohongshu's unique engagement patterns.
+
+## Purpose
+
+Before creating infographics, thoroughly analyze the source material to:
+- Maximize hook power and swipe motivation
+- Identify save-worthy and share-worthy elements
+- Plan the visual narrative arc
+- Match content to optimal style/layout
+
+## Platform Characteristics
+
+Unlike other platforms, Xiaohongshu content must prioritize:
+- **Hook Power**: First image decides 90% of engagement
+- **Swipe Motivation**: Each image must compel users to continue
+- **Save Value**: Content worth bookmarking for later
+- **Share Triggers**: Emotional resonance that drives sharing
+
+## Analysis Dimensions
+
+### 1. Content Type Classification
+
+| Type | Characteristics | Best Style | Best Layout |
+|------|----------------|------------|-------------|
+| 种草/安利 | Product recommendation, benefits focus | cute/fresh | balanced/list |
+| 干货分享 | Knowledge, tips, how-to | notion/tech | dense/list |
+| 个人故事 | Personal experience, emotional | warm | balanced |
+| 测评对比 | Review, comparison, pros/cons | tech/bold | comparison |
+| 教程步骤 | Step-by-step guide | fresh/notion | flow/list |
+| 避坑指南 | Warnings, mistakes to avoid | bold | list/comparison |
+| 清单合集 | Collections, recommendations | cute/minimal | list/dense |
+
+### 2. Hook Analysis (爆款标题潜力)
+
+Evaluate title/hook potential using these patterns:
+
+**Hook Types**:
+- **数字钩子**: "5个方法", "3分钟学会", "99%的人不知道"
+- **痛点钩子**: "踩过的坑", "后悔没早知道", "别再..."
+- **好奇钩子**: "原来...", "竟然...", "没想到..."
+- **利益钩子**: "省钱", "变美", "效率翻倍"
+- **身份钩子**: "打工人必看", "学生党", "新手妈妈"
+
+**Rating Scale**:
+- ⭐⭐⭐⭐⭐ (5/5): Multiple strong hooks combined
+- ⭐⭐⭐⭐ (4/5): Clear hook with room for enhancement
+- ⭐⭐⭐ (3/5): Basic hook, needs strengthening
+- ⭐⭐ (2/5): Weak hook, requires significant improvement
+- ⭐ (1/5): No clear hook
+
+### 3. Target Audience (用户画像)
+
+| Audience | Interests | Preferred Style | Content Focus |
+|----------|-----------|-----------------|---------------|
+| 学生党 | 省钱、学习、校园 | cute/fresh | 平价、教程、学习方法 |
+| 打工人 | 效率、职场、减压 | minimal/tech | 工具、技巧、摸鱼 |
+| 宝妈 | 育儿、家居、省心 | warm/fresh | 实用、安全、经验 |
+| 精致女孩 | 美妆、穿搭、仪式感 | cute/retro | 好看、氛围、品质 |
+| 技术宅 | 工具、效率、极客 | tech/notion | 深度、专业、新奇 |
+| 美食爱好者 | 探店、食谱、测评 | warm/pop | 好吃、简单、颜值 |
+| 旅行达人 | 攻略、打卡、小众 | fresh/retro | 省钱、避坑、拍照 |
+
+### 4. Engagement Potential
+
+**Save Value (收藏价值)**:
+- Is it reference material? ✓ High save potential
+- Is it a checklist or list? ✓ High save potential
+- Is it a tutorial? ✓ High save potential
+- Is it time-sensitive news? ✗ Low save potential
+
+**Share Triggers (分享冲动)**:
+- "我朋友也需要看这个" → High share potential
+- "这说的就是我" → Identity resonance
+- "太有用了必须分享" → Utility sharing
+- "笑死，给朋友看看" → Entertainment sharing
+
+**Comment Inducement (评论诱导)**:
+- Open-ended questions: "你是哪种类型？"
+- Experience sharing: "评论区说说你的经历"
+- Debate triggers: "你觉得呢？"
+- Help requests: "有更好的推荐吗？"
+
+**Interaction Design (互动设计)**:
+- Polls: "A还是B？"
+- Challenges: "你能做到几个？"
+- Tags: "@你那个需要的朋友"
+
+### 5. Visual Opportunity Map
+
+| Content Element | Visual Treatment | Example |
+|-----------------|------------------|---------|
+| 数据/统计 | Highlighted numbers, simple charts | "节省80%时间" 大字突出 |
+| 对比 | Before/after, side-by-side | 左右分屏对比图 |
+| 步骤 | Numbered flow, arrows | 1→2→3 流程图 |
+| 清单 | Checklist with icons | ✓/✗ 列表配图标 |
+| 情感 | Character expressions, scenes | 卡通人物表情包 |
+| 产品 | Product showcase, lifestyle | 产品实拍+使用场景 |
+| 引用 | Quote cards, speech bubbles | 金句卡片设计 |
+
+### 6. Swipe Flow Design
+
+Plan the narrative arc across images:
+
+| Position | Purpose | Hook Strategy |
+|----------|---------|---------------|
+| **Cover (封面)** | Stop scrolling | 最强视觉冲击 + 核心标题 |
+| **Setup (铺垫)** | Build context | 痛点共鸣 / 好奇心 |
+| **Core (核心)** | Deliver value | 干货内容，每页1-2个要点 |
+| **Payoff (收获)** | Practical takeaway | 可执行的行动建议 |
+| **Ending (结尾)** | Drive action | CTA + 互动引导 |
+
+**Swipe Motivation Between Images**:
+- End each image with a hook for the next
+- Use "下一页更精彩" type transitions
+- Create information gaps that require swiping
+- Build anticipation through numbering ("第3个最重要")
+
+## Output Format
+
+Analysis results should be saved to `analysis.md` with:
+
+```yaml
+---
+title: "5个让你效率翻倍的AI工具"
+topic: 干货分享
+content_type: 工具推荐
+source_language: zh
+user_language: zh
+recommended_image_count: 6
+---
+
+## Target Audience
+
+- **Primary**: 打工人、自由职业者 - 追求效率提升
+- **Secondary**: 学生党 - 写论文、做作业需要
+- **Tertiary**: 内容创作者 - 需要AI辅助
+
+## Hook Analysis
+
+**标题钩子评分**: ⭐⭐⭐⭐ (4/5)
+- ✓ 数字钩子: "5个"
+- ✓ 利益钩子: "效率翻倍"
+- △ 可增强: 加入身份标签 "打工人必看"
+
+**建议优化**:
+- 原标题: "5个让你效率翻倍的AI工具"
+- 优化: "打工人必看！5个让我效率翻倍的AI神器"
+
+## Value Proposition
+
+**为什么用户要看？**
+1. **实用价值**: 直接可用的工具推荐
+2. **省时省力**: 不用自己筛选，直接抄作业
+3. **FOMO**: 别人都在用，我不能落后
+
+**收藏理由**: 工具清单，需要时可以回来查
+
+## Engagement Design
+
+- **互动点**: 结尾问"你最常用哪个？"
+- **评论诱导**: "还有什么好用的工具评论区分享"
+- **分享触发**: 打工人会转发给同事
+
+## Content Signals
+
+- "AI工具" → tech + dense
+- "效率" → notion + list
+- "干货" → minimal + dense
+
+## Swipe Flow
+
+| Image | Position | Purpose | Hook |
+|-------|----------|---------|------|
+| 1 | Cover | 吸引停留 | 标题+视觉冲击 |
+| 2 | Setup | 建立共鸣 | 为什么需要AI工具 |
+| 3-5 | Core | 核心价值 | 每页1-2个工具详解 |
+| 6 | Ending | 行动引导 | 总结+互动引导 |
+
+## Recommended Approaches
+
+1. **Tech + Dense** - 专业科技感，适合干货分享 (recommended)
+2. **Notion + List** - 清爽知识卡片风格
+3. **Minimal + Balanced** - 简约高端，适合职场人群
+```
+
+## Analysis Checklist
+
+Before proceeding to outline generation:
+
+- [ ] Can I identify the content type?
+- [ ] Is the hook strong enough? (≥3 stars)
+- [ ] Do I know the primary audience?
+- [ ] Have I identified save/share triggers?
+- [ ] Are there clear visual opportunities?
+- [ ] Is the swipe flow planned?
+- [ ] Have I selected 3 style+layout combinations?
diff --git a/skills/baoyu-xhs-images/references/outline-template.md b/skills/baoyu-xhs-images/references/outline-template.md
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+# Xiaohongshu Outline Template
+
+Template for generating infographic series outlines.
+
+## File Naming
+
+Outline files use style slug in the name:
+- `outline-style-tech.md` - Tech style variant
+- `outline-style-notion.md` - Notion style variant
+- `outline-style-minimal.md` - Minimal style variant
+- `outline.md` - Final selected (copied from chosen variant)
+
+## Image File Naming
+
+Images use meaningful slugs for readability:
+```
+NN-{type}-[slug].png
+NN-{type}-[slug].md (in prompts/)
+```
+
+| Type | Usage |
+|------|-------|
+| `cover` | First image (cover) |
+| `content` | Middle content images |
+| `ending` | Last image |
+
+**Examples**:
+- `01-cover-ai-tools.png`
+- `02-content-why-ai.png`
+- `03-content-chatgpt.png`
+- `04-content-midjourney.png`
+- `05-content-notion-ai.png`
+- `06-ending-summary.png`
+
+**Slug rules**:
+- Derived from image content (kebab-case)
+- Must be unique within the series
+- Keep short but descriptive (2-4 words)
+
+## Outline Format
+
+```markdown
+# Xiaohongshu Infographic Series Outline
+
+---
+style: tech
+default_layout: dense
+image_count: 6
+generated: YYYY-MM-DD HH:mm
+---
+
+## Image 1 of 6
+
+**Position**: Cover
+**Layout**: sparse
+**Hook**: 打工人必看！
+**Slug**: ai-tools
+**Filename**: 01-cover-ai-tools.png
+
+**Text Content**:
+- Title: 「5个AI神器让你效率翻倍」
+- Subtitle: 亲测好用，建议收藏
+
+**Visual Concept**:
+科技感背景，多个AI工具图标环绕，中心大标题，
+霓虹蓝+深色背景，未来感十足
+
+**Swipe Hook**: 第一个就很强大👇
+
+---
+
+## Image 2 of 6
+
+**Position**: Content
+**Layout**: balanced
+**Core Message**: 为什么你需要AI工具
+**Slug**: why-ai
+**Filename**: 02-content-why-ai.png
+
+**Text Content**:
+- Title: 「为什么要用AI？」
+- Points:
+  - 重复工作自动化
+  - 创意辅助不卡壳
+  - 效率提升10倍
+
+**Visual Concept**:
+对比图：左边疲惫打工人，右边轻松使用AI的人
+科技线条装饰，简洁有力
+
+**Swipe Hook**: 接下来是具体工具推荐👇
+
+---
+
+## Image 3 of 6
+
+**Position**: Content
+**Layout**: dense
+**Core Message**: ChatGPT使用技巧
+**Slug**: chatgpt
+**Filename**: 03-content-chatgpt.png
+
+**Text Content**:
+- Title: 「ChatGPT」
+- Subtitle: 最强AI助手
+- Points:
+  - 写文案：给出框架，秒出初稿
+  - 改文章：润色、翻译、总结
+  - 编程：写代码、找bug
+  - 学习：解释概念、出题练习
+
+**Visual Concept**:
+ChatGPT logo居中，四周放射状展示功能点
+深色科技背景，霓虹绿点缀
+
+**Swipe Hook**: 下一个更适合创意工作者👇
+
+---
+
+## Image 4 of 6
+
+**Position**: Content
+**Layout**: dense
+**Core Message**: Midjourney绘图
+**Slug**: midjourney
+**Filename**: 04-content-midjourney.png
+
+**Text Content**:
+- Title: 「Midjourney」
+- Subtitle: AI绘画神器
+- Points:
+  - 输入描述，秒出图片
+  - 风格多样：写实/插画/3D
+  - 做封面、做头像、做素材
+  - 不会画画也能当设计师
+
+**Visual Concept**:
+展示几张MJ生成的不同风格图片
+画框/画布元素装饰
+
+**Swipe Hook**: 还有一个效率神器👇
+
+---
+
+## Image 5 of 6
+
+**Position**: Content
+**Layout**: balanced
+**Core Message**: Notion AI笔记
+**Slug**: notion-ai
+**Filename**: 05-content-notion-ai.png
+
+**Text Content**:
+- Title: 「Notion AI」
+- Subtitle: 智能笔记助手
+- Points:
+  - 自动总结长文
+  - 头脑风暴出点子
+  - 整理会议记录
+
+**Visual Concept**:
+Notion界面风格，简洁黑白配色
+展示笔记整理前后对比
+
+**Swipe Hook**: 最后总结一下👇
+
+---
+
+## Image 6 of 6
+
+**Position**: Ending
+**Layout**: sparse
+**Core Message**: 总结与互动
+**Slug**: summary
+**Filename**: 06-ending-summary.png
+
+**Text Content**:
+- Title: 「工具只是工具」
+- Subtitle: 关键是用起来！
+- CTA: 收藏备用 | 转发给需要的朋友
+- Interaction: 你最常用哪个？评论区见👇
+
+**Visual Concept**:
+简洁背景，大字标题
+底部互动引导文字
+收藏/分享图标
+
+---
+```
+
+## Layout Guidelines by Position
+
+| Position | Recommended Layout | Why |
+|----------|-------------------|-----|
+| Cover | `sparse` | Maximum visual impact, clear title |
+| Setup | `balanced` | Context without overwhelming |
+| Core | `balanced`/`dense`/`list` | Based on content density |
+| Payoff | `balanced`/`list` | Clear takeaways |
+| Ending | `sparse` | Clean CTA, memorable close |
+
+## Swipe Hook Strategies
+
+Each image should end with a hook for the next:
+
+| Strategy | Example |
+|----------|---------|
+| Teaser | "第一个就很强大👇" |
+| Numbering | "接下来是第2个👇" |
+| Superlative | "下一个更厉害👇" |
+| Question | "猜猜下一个是什么？👇" |
+| Promise | "最后一个最实用👇" |
+| Urgency | "最重要的来了👇" |
+
+## Variant Differentiation
+
+Three variants should differ meaningfully:
+
+| Aspect | Variant A | Variant B | Variant C |
+|--------|-----------|-----------|-----------|
+| Style | Primary match | Alternative | Different mood |
+| Layout | Content-optimized | Different density | Different structure |
+| Tone | Professional | Casual | Playful |
+| Audience | Primary target | Secondary target | Broader appeal |
+
+**Example for "AI工具推荐"**:
+- `outline-style-tech.md`: Tech + Dense - 专业极客风
+- `outline-style-notion.md`: Notion + List - 清爽知识卡片
+- `outline-style-cute.md`: Cute + Balanced - 可爱易读风