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baoyu-xhs-images skill

/skills/baoyu-xhs-images

This skill generates Xiaohongshu infographic series with 10 visual styles and 8 layouts to optimize engagement for Chinese platforms.

npx playbooks add skill jimliu/baoyu-skills --skill baoyu-xhs-images

Review the files below or copy the command above to add this skill to your agents.

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SKILL.md
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---
name: baoyu-xhs-images
description: Generates Xiaohongshu (Little Red Book) infographic series with 10 visual styles and 8 layouts. Breaks content into 1-10 cartoon-style images optimized for XHS engagement. Use when user mentions "小红书图片", "XHS images", "RedNote infographics", "小红书种草", or wants social media infographics for Chinese platforms.
---

# Xiaohongshu Infographic Series Generator

Break down complex content into eye-catching infographic series for Xiaohongshu with multiple style options.

## Usage

```bash
# Auto-select style and layout based on content
/baoyu-xhs-images posts/ai-future/article.md

# Specify style
/baoyu-xhs-images posts/ai-future/article.md --style notion

# Specify layout
/baoyu-xhs-images posts/ai-future/article.md --layout dense

# Combine style and layout
/baoyu-xhs-images posts/ai-future/article.md --style notion --layout list

# Direct content input
/baoyu-xhs-images
[paste content]

# Direct input with options
/baoyu-xhs-images --style bold --layout comparison
[paste content]
```

## Options

| Option | Description |
|--------|-------------|
| `--style <name>` | Visual style (see Style Gallery) |
| `--layout <name>` | Information layout (see Layout Gallery) |

## Two Dimensions

| Dimension | Controls | Options |
|-----------|----------|---------|
| **Style** | Visual aesthetics: colors, lines, decorations | cute, fresh, warm, bold, minimal, retro, pop, notion, chalkboard, study-notes |
| **Layout** | Information structure: density, arrangement | sparse, balanced, dense, list, comparison, flow, mindmap, quadrant |

Style × Layout can be freely combined. Example: `--style notion --layout dense` creates an intellectual-looking knowledge card with high information density.

## Style Gallery

| Style | Description |
|-------|-------------|
| `cute` (Default) | Sweet, adorable, girly - classic Xiaohongshu aesthetic |
| `fresh` | Clean, refreshing, natural |
| `warm` | Cozy, friendly, approachable |
| `bold` | High impact, attention-grabbing |
| `minimal` | Ultra-clean, sophisticated |
| `retro` | Vintage, nostalgic, trendy |
| `pop` | Vibrant, energetic, eye-catching |
| `notion` | Minimalist hand-drawn line art, intellectual |
| `chalkboard` | Colorful chalk on black board, educational |
| `study-notes` | Realistic handwritten photo style, blue pen + red annotations + yellow highlighter |

Detailed style definitions: `references/presets/<style>.md`

## Layout Gallery

| Layout | Description |
|--------|-------------|
| `sparse` (Default) | Minimal information, maximum impact (1-2 points) |
| `balanced` | Standard content layout (3-4 points) |
| `dense` | High information density, knowledge card style (5-8 points) |
| `list` | Enumeration and ranking format (4-7 items) |
| `comparison` | Side-by-side contrast layout |
| `flow` | Process and timeline layout (3-6 steps) |
| `mindmap` | Center radial mind map layout (4-8 branches) |
| `quadrant` | Four-quadrant / circular section layout |

Detailed layout definitions: `references/elements/canvas.md`

## Auto Selection

| Content Signals | Style | Layout |
|-----------------|-------|--------|
| Beauty, fashion, cute, girl, pink | `cute` | sparse/balanced |
| Health, nature, clean, fresh, organic | `fresh` | balanced/flow |
| 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 |
| Education, tutorial, learning, teaching, classroom | `chalkboard` | balanced/dense |
| Notes, handwritten, study guide, knowledge, realistic, photo | `study-notes` | dense/list/mindmap |

## Outline Strategies

Three differentiated outline strategies for different content goals:

### Strategy A: Story-Driven (故事驱动型)

| Aspect | Description |
|--------|-------------|
| **Concept** | Personal experience as main thread, emotional resonance first |
| **Features** | Start from pain point, show before/after change, strong authenticity |
| **Best for** | Reviews, personal shares, transformation stories |
| **Structure** | Hook → Problem → Discovery → Experience → Conclusion |

### Strategy B: Information-Dense (信息密集型)

| Aspect | Description |
|--------|-------------|
| **Concept** | Value-first, efficient information delivery |
| **Features** | Clear structure, explicit points, professional credibility |
| **Best for** | Tutorials, comparisons, product reviews, checklists |
| **Structure** | Core conclusion → Info card → Pros/Cons → Recommendation |

### Strategy C: Visual-First (视觉优先型)

| Aspect | Description |
|--------|-------------|
| **Concept** | Visual impact as core, minimal text |
| **Features** | Large images, atmospheric, instant appeal |
| **Best for** | High-aesthetic products, lifestyle, mood-based content |
| **Structure** | Hero image → Detail shots → Lifestyle scene → CTA |

## File Structure

Each session creates an independent directory named by content slug:

```
xhs-images/{topic-slug}/
├── source-{slug}.{ext}             # Source files (text, images, etc.)
├── analysis.md                     # Deep analysis + questions asked
├── outline-strategy-a.md           # Strategy A: Story-driven
├── outline-strategy-b.md           # Strategy B: Information-dense
├── outline-strategy-c.md           # Strategy C: Visual-first
├── outline.md                      # Final selected/merged outline
├── prompts/
│   ├── 01-cover-[slug].md
│   ├── 02-content-[slug].md
│   └── ...
├── 01-cover-[slug].png
├── 02-content-[slug].png
└── NN-ending-[slug].png
```

**Slug Generation**:
1. Extract main topic from content (2-4 words, kebab-case)
2. Example: "AI工具推荐" → `ai-tools-recommend`

**Conflict Resolution**:
If `xhs-images/{topic-slug}/` already exists:
- Append timestamp: `{topic-slug}-YYYYMMDD-HHMMSS`
- Example: `ai-tools` exists → `ai-tools-20260118-143052`

**Source Files**:
Copy all sources with naming `source-{slug}.{ext}`:
- `source-article.md`, `source-photo.jpg`, etc.
- Multiple sources supported: text, images, files from conversation

## Workflow

### Progress Checklist

Copy and track progress:

```
XHS Infographic Progress:
- [ ] Step 0: Check preferences (EXTEND.md) ⛔ BLOCKING
  - [ ] Found → load preferences → continue
  - [ ] Not found → run first-time setup → MUST complete before Step 1
- [ ] Step 1: Analyze content → analysis.md
- [ ] Step 2: Confirmation 1 - Content understanding ⚠️ REQUIRED
- [ ] Step 3: Generate 3 outline + style variants
- [ ] Step 4: Confirmation 2 - Outline & style & elements selection ⚠️ REQUIRED
- [ ] Step 5: Generate images (sequential)
- [ ] Step 6: Completion report
```

### Flow

```
Input → [Step 0: Preferences] ─┬─ Found → Continue
                               │
                               └─ Not found → First-Time Setup ⛔ BLOCKING
                                              │
                                              └─ Complete setup → Save EXTEND.md → Continue
                                                                                      │
        ┌───────────────────────────────────────────────────────────────────────────┘
        ↓
Analyze → [Confirm 1] → 3 Outlines → [Confirm 2: Outline + Style + Elements] → Generate → Complete
```

### Step 0: Load Preferences (EXTEND.md) ⛔ BLOCKING

**Purpose**: Load user preferences or run first-time setup.

**CRITICAL**: If EXTEND.md not found, MUST complete first-time setup before ANY other questions or steps. Do NOT proceed to content analysis, do NOT ask about style, do NOT ask about layout — ONLY complete the preferences setup first.

Use Bash to check EXTEND.md existence (priority order):

```bash
# Check project-level first
test -f .baoyu-skills/baoyu-xhs-images/EXTEND.md && echo "project"

# Then user-level (cross-platform: $HOME works on macOS/Linux/WSL)
test -f "$HOME/.baoyu-skills/baoyu-xhs-images/EXTEND.md" && echo "user"
```

┌────────────────────────────────────────────────────┬───────────────────┐
│                        Path                        │     Location      │
├────────────────────────────────────────────────────┼───────────────────┤
│ .baoyu-skills/baoyu-xhs-images/EXTEND.md           │ Project directory │
├────────────────────────────────────────────────────┼───────────────────┤
│ $HOME/.baoyu-skills/baoyu-xhs-images/EXTEND.md     │ User home         │
└────────────────────────────────────────────────────┴───────────────────┘

┌───────────┬─────────────────────────────────────────────────────────────────────────────────────────────────────┐
│  Result   │                                              Action                                              │
├───────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ Found     │ Read, parse, display summary → Continue to Step 1                                                 │
├───────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ Not found │ ⛔ BLOCKING: Run first-time setup ONLY (see below) → Complete and save EXTEND.md → Then Step 1    │
└───────────┴─────────────────────────────────────────────────────────────────────────────────────────────────────┘

**First-Time Setup** (when EXTEND.md not found):

**Language**: Use user's input language or saved language preference.

Use AskUserQuestion with ALL questions in ONE call. See `references/config/first-time-setup.md` for question details.

**EXTEND.md Supports**: Watermark | Preferred style/layout | Custom style definitions | Language preference

Schema: `references/config/preferences-schema.md`

### 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
   - **Backup rule**: If `source.md` exists, rename to `source-backup-YYYYMMDD-HHMMSS.md`
2. Read source content
3. **Deep analysis** following `references/workflows/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. **Generate clarifying questions** (see Step 2)
7. **Save to `analysis.md`**

### Step 2: Confirmation 1 - Content Understanding ⚠️

**Purpose**: Validate understanding + collect missing info. **Do NOT skip.**

**Display summary**:
- Content type + topic identified
- Key points extracted
- Tone detected
- Source images count

**Use AskUserQuestion** for:
1. Core selling point (multiSelect: true)
2. Target audience
3. Style preference: Authentic sharing / Professional review / Aesthetic mood / Auto
4. Additional context (optional)

**After response**: Update `analysis.md` → Step 3

### Step 3: Generate 3 Outline + Style Variants

Based on analysis + user context, create three distinct strategy variants. Each variant includes both **outline structure** and **visual style recommendation**.

**For each strategy**:

| Strategy | Filename | Outline | Recommended Style |
|----------|----------|---------|-------------------|
| A | `outline-strategy-a.md` | Story-driven: emotional, before/after | warm, cute, fresh |
| B | `outline-strategy-b.md` | Information-dense: structured, factual | notion, minimal, chalkboard |
| C | `outline-strategy-c.md` | Visual-first: atmospheric, minimal text | bold, pop, retro |

**Outline format** (YAML front matter + content):
```yaml
---
strategy: a  # a, b, or c
name: Story-Driven
style: warm  # recommended style for this strategy
style_reason: "Warm tones enhance emotional storytelling and personal connection"
elements:  # from style preset, can be customized in Step 4
  background: solid-pastel
  decorations: [clouds, stars-sparkles]
  emphasis: star-burst
  typography: highlight
layout: balanced  # primary layout
image_count: 5
---

## P1 Cover
**Type**: cover
**Hook**: "入冬后脸不干了🥹终于找到对的面霜"
**Visual**: Product hero shot with cozy winter atmosphere
**Layout**: sparse

## P2 Problem
**Type**: pain-point
**Message**: Previous struggles with dry skin
**Visual**: Before state, relatable scenario
**Layout**: balanced

...
```

**Differentiation requirements**:
- Each strategy MUST have different outline structure AND different recommended style
- Adapt page count: A typically 4-6, B typically 3-5, C typically 3-4
- Include `style_reason` explaining why this style fits the strategy
- Consider user's style preference from Step 2

Reference: `references/workflows/outline-template.md`

### Step 4: Confirmation 2 - Outline & Style & Elements Selection ⚠️

**Purpose**: User chooses outline strategy, confirms visual style, and customizes elements. **Do NOT skip.**

**Display each strategy**:
- Strategy name + page count + recommended style
- Page-by-page summary (P1 → P2 → P3...)

**Use AskUserQuestion** with three questions:

**Question 1: Outline Strategy**
- Strategy A (Recommended if "authentic sharing")
- Strategy B (Recommended if "professional review")
- Strategy C (Recommended if "aesthetic mood")
- Combine: specify pages from each

**Question 2: Visual Style**
- Use strategy's recommended style (show which style)
- Or select from: cute / fresh / warm / bold / minimal / retro / pop / notion / chalkboard
- Or type custom style description

**Question 3: Visual Elements** (show after style selection)
Display the selected style's default elements from preset, then ask:
- Use style defaults (Recommended) - show preview: background, decorations, emphasis
- Adjust background - options: solid-pastel / solid-saturated / gradient-linear / gradient-radial / paper-texture / grid
- Adjust decorations - options: hearts / stars-sparkles / flowers / clouds / leaves / confetti
- Type custom element preferences

**After response**:
- Single strategy → copy to `outline.md` with confirmed style
- Combination → merge specified pages with confirmed style
- Custom request → regenerate based on feedback
- Style defaults → use preset's Element Combination as-is
- Background adjustment → update elements.background with user choice
- Decorations adjustment → update elements.decorations with user choice
- Custom elements → parse user's preferences into elements fields
- Update `outline.md` frontmatter with final style and elements

### Step 5: Generate Images

With confirmed outline + style + layout:

**Visual Consistency — Reference Image Chain**:
To ensure character/style consistency across all images in a series:
1. **Generate image 1 (cover) FIRST** — without `--ref`
2. **Use image 1 as `--ref` for ALL remaining images** (2, 3, ..., N)
   - This anchors the character design, color rendering, and illustration style
   - Command pattern: `--ref <path-to-image-01.png>` added to every subsequent generation

This is critical for styles that use recurring characters, mascots, or illustration elements. Image 1 becomes the visual anchor for the entire series.

**For each image (cover + content + ending)**:
1. Save prompt to `prompts/NN-{type}-[slug].md` (in user's preferred language)
   - **Backup rule**: If prompt file exists, rename to `prompts/NN-{type}-[slug]-backup-YYYYMMDD-HHMMSS.md`
2. Generate image:
   - **Image 1**: Generate without `--ref` (this establishes the visual anchor)
   - **Images 2+**: Generate with `--ref <image-01-path>` for consistency
   - **Backup rule**: If image file exists, rename to `NN-{type}-[slug]-backup-YYYYMMDD-HHMMSS.png`
3. Report progress after each generation

**Watermark Application** (if enabled in preferences):
Add to each image generation prompt:
```
Include a subtle watermark "[content]" positioned at [position].
The watermark should be legible but not distracting from the main content.
```
Reference: `references/config/watermark-guide.md`

**Image Generation Skill Selection**:
- Check available image generation skills
- If multiple skills available, ask user preference

**Session Management**:
If image generation skill supports `--sessionId`:
1. Generate unique session ID: `xhs-{topic-slug}-{timestamp}`
2. Use same session ID for all images
3. Combined with reference image chain, ensures maximum visual consistency

### Step 6: Completion Report

```
Xiaohongshu Infographic Series Complete!

Topic: [topic]
Strategy: [A/B/C/Combined]
Style: [style name]
Layout: [layout name or "varies"]
Location: [directory path]
Images: N total

✓ analysis.md
✓ outline-strategy-a.md
✓ outline-strategy-b.md
✓ outline-strategy-c.md
✓ outline.md (selected: [strategy])

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

| Action | Steps |
|--------|-------|
| **Edit** | **Update prompt file FIRST** → Regenerate with same session ID |
| **Add** | Specify position → Create prompt → Generate → Renumber subsequent files (NN+1) → Update outline |
| **Delete** | Remove files → Renumber subsequent (NN-1) → Update outline |

**IMPORTANT**: When updating images, ALWAYS update the prompt file (`prompts/NN-{type}-[slug].md`) FIRST before regenerating. This ensures changes are documented and reproducible.

## Content Breakdown Principles

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** (✓✓ = highly recommended, ✓ = works well):

| | sparse | balanced | dense | list | comparison | flow | mindmap | quadrant |
|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
| cute | ✓✓ | ✓✓ | ✓ | ✓✓ | ✓ | ✓ | ✓ | ✓ |
| fresh | ✓✓ | ✓✓ | ✓ | ✓ | ✓ | ✓✓ | ✓ | ✓ |
| warm | ✓✓ | ✓✓ | ✓ | ✓ | ✓✓ | ✓ | ✓ | ✓ |
| bold | ✓✓ | ✓ | ✓ | ✓✓ | ✓✓ | ✓ | ✓ | ✓✓ |
| minimal | ✓✓ | ✓✓ | ✓✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| retro | ✓✓ | ✓✓ | ✓ | ✓✓ | ✓ | ✓ | ✓ | ✓ |
| pop | ✓✓ | ✓✓ | ✓ | ✓✓ | ✓✓ | ✓ | ✓ | ✓ |
| notion | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓✓ |
| chalkboard | ✓✓ | ✓✓ | ✓✓ | ✓✓ | ✓ | ✓✓ | ✓✓ | ✓ |
| study-notes | ✗ | ✓ | ✓✓ | ✓✓ | ✓ | ✓ | ✓✓ | ✓ |

## References

Detailed templates in `references/` directory:

**Elements** (Visual building blocks):
- `elements/canvas.md` - Aspect ratios, safe zones, grid layouts
- `elements/image-effects.md` - Cutout, stroke, filters
- `elements/typography.md` - Decorated text (花字), tags, text direction
- `elements/decorations.md` - Emphasis marks, backgrounds, doodles, frames

**Presets** (Style presets):
- `presets/<name>.md` - Element combination definitions (cute, notion, warm...)

**Workflows** (Process guides):
- `workflows/analysis-framework.md` - Content analysis framework
- `workflows/outline-template.md` - Outline template with layout guide
- `workflows/prompt-assembly.md` - Prompt assembly guide

**Config** (Settings):
- `config/preferences-schema.md` - EXTEND.md schema
- `config/first-time-setup.md` - First-time setup flow
- `config/watermark-guide.md` - Watermark configuration

## Notes

- Auto-retry once on failure | Cartoon alternatives for sensitive figures
- Use confirmed language preference | Maintain style consistency
- **Two confirmation points required** (Steps 2 & 4) - do not skip

## Extension Support

Custom configurations via EXTEND.md. See **Step 0** for paths and supported options.

Overview

This skill generates Xiaohongshu (Little Red Book) infographic series optimized for platform engagement. I built it to break content into 1–10 cartoon-style images with 10 visual styles and 8 layout options so creators can produce scroll-stopping social posts quickly. It auto-selects style/layout or accepts explicit choices for precise control.

How this skill works

Upload or paste your article or notes and the skill analyzes topic, tone, audience, and recommended image count. It then creates a project folder with analysis, three distinct outline strategies (story-driven, information-dense, visual-first) and generates sequential image prompts or finished PNG frames. You can auto-accept recommendations or specify style (cute, notion, minimal, etc.) and layout (sparse, dense, list, flow, mindmap, quadrant).

When to use it

  • You want Xiaohongshu-style infographic series for product reviews, tutorials, or lifestyle shares.
  • You need quick multi-card visual content tailored to XHS engagement signals (save/share/comments).
  • You have long-form content that needs to be split into 1–10 swipe cards.
  • You want consistent visual presets across a campaign (style + layout combos).
  • You need alternative outlines (story, dense facts, or visual-first) before finalizing visuals.

Best practices

  • Start with a clear content goal: sharing, tutorial, review, or moodboard to pick the right strategy.
  • Let the analyzer recommend image count, then adjust to 3–6 cards for optimal engagement.
  • Choose style based on topic signals (e.g., cute for beauty, notion for knowledge).
  • Confirm outline and style in the two-step confirmation flow to avoid rework.
  • Use high-contrast hero images and short, punchy text per card for mobile-first readability.

Example use cases

  • A beauty blogger converting a product test into a 5-card before/after story with warm/cute visuals.
  • A SaaS writer producing a 6-card knowledge card set in notion style and dense layout for sharing tips.
  • A lifestyle creator turning a weekend guide into a visual-first 4-card mood sequence with pop/retro style.
  • A reviewer creating a 7-item comparison list of pros/cons using bold style and comparison layout.
  • An educator making a 8-branch mindmap summary in chalkboard style for study-oriented posts.

FAQ

Can I force a specific style and layout?

Yes. Provide --style <name> and --layout <name> or select them during the second confirmation step.

How many images should I generate?

The analyzer recommends 2–10 based on content. For XHS, 3–6 cards typically balance depth and engagement.

Can I customize visual elements like decorations and background?

Yes. During outline confirmation you can accept presets or adjust background, decorations, and emphasis elements.