33 KiB
name, description
| name | description |
|---|---|
| content-pipeline | A unified pipeline for content production and distribution. Material collection → Drafting → Layout → Cover → WeChat Moments copywriting → Multi-platform conversion → One-click distribution. Covers WeChat Official Account writing, Xiaohongshu carousel images, Jike copywriting, podcast audio, brand videos, and Chrome CDP automatic publishing. |
Content Pipeline
This skill uses the 01fish brand colors as an example by default. You can change it to your own brand colors in the
references/directory, or override the path and personal settings inlocal/SKILL.local.md.
One-stop solution: Material collection → Article writing → Layout → Multi-platform content → One-click distribution.
Storage Location
[Output Directory]/
├── drafts/
│ └── current.json # Current material list
├── [Article Title].md # Output article
├── [Article Title]_preview.html # Layout preview
└── [Theme]-Xiaohongshu Version.html # Xiaohongshu carousel
The output directory is specified by the user, or a default path is configured in local/SKILL.local.md. If no directory is specified, multi-platform outputs are stored in /tmp/.
Triggering Keywords
Material Collection (Path A)
| Triggering Keywords | Explanation |
|---|---|
/story |
View current material status |
| "Check out the materials" | View recorded materials |
| "Draft" | Generate article + layout + cover image |
| "Clear materials" | Clear current materials |
| "Note: xxx" | Manually add materials |
| "Material +1: xxx" | Manually add materials |
| "Write a Moments Post" | Generate Moments caption based on materials/articles |
Content Generation (Path B)
| Triggering Keywords | Explanation |
|---|---|
/xiaohongshu + WeChat link |
Convert WeChat article to Xiaohongshu carousel |
| "Convert to Xiaohongshu" + WeChat link | Same as above |
| "Make it into Xiaohongshu" + WeChat link | Same as above |
| "Convert to Jike" + WeChat link | Generate Instant Copy |
| "Share to Podcast" + WeChat Link | Generate Podcast Script + AI Voice |
| "Make Video" + WeChat Link | Trigger Brand Video Pipeline |
| "Create Video Canvas" + Any Material | Generate a recordable Prezi-style video canvas (WeChat link/md/pdf/html/text are all acceptable) |
| "Screen Recording Canvas" + Any Material | Same as above |
| "Journal Video" + Any Material | Same as above |
| "Multi-Platform Distribution" + WeChat Link | Generate content for all platforms at once |
| "Share to Xiaohongshu and Publish" + WeChat Link | Generate + Automatically Trigger Distribution |
Article Reading
| Trigger Keywords | Explanation |
|---|---|
/read-gzh + WeChat Link |
Crawle and summarize WeChat Official Account articles |
| "Read this WeChat Official Account for me" | Same as above |
| "Summarize this article" | Same as above |
Layout and Images
| Triggering Keywords | Description |
|---|---|
| "Layout" | Use 01fish theme to format Markdown → WeChat Official Account HTML |
| "Create Header Image" / "Cover Image" | Generate WeChat Official Account header image HTML (browser downloads PNG) |
| "Create Vertical Cover" / "Vertical Header Image" | Generate 3:4 vertical cover (1080×1440) from WeChat Official Account cover, suitable for Xiaohongshu/Video Account |
| "Create Images" / "Prepare Images" | Generate article images HTML (browser downloads PNG) |
| "Layout + Images" / "Complete Layout" | Layout + header image + images generated together |
Distribution
| Triggering Keywords | Description |
|---|---|
/distribute |
Read manifest for one-click publishing |
| "One-Click Publishing" | Publishing to all platforms |
| "Publish to all platforms" | Same as above |
| "Publish to Xiaohongshu" | Publish to a single platform |
| "Publish to Jike" | Publish to a single platform |
Core Principle: Utter Honesty
**AI-generated content must be honestly labeled, without any human intervention, showcasing the authentic creative process. **
Honesty Labeling Guidelines
When AI participates in content creation, it must be clearly labeled in the article:
**Research & Writing**: AI (Claude)
**Leader & Proofreader**: [Username]
**Creation Time**: [Actual Time Spent] (Research X minutes + Writing Y minutes)
Prohibited False Statements
❌ Don't Write:
-
"We spent two weeks researching" (Actual time: a few minutes)
-
"Based on in-depth interviews" (No interviews)
-
"Discussed by the team" (No team)
-
"Author: XXX / Editor: AI Assistant" (AI wrote the entire article)
✅ Should Write:
-
"This article is based on N publicly available information sources, researched, analyzed, and written by AI"
-
"Materials collection time: X minutes, writing time: Y minutes"
-
"Human-led + AI collaboration"
Why Honesty is Important
-
Building Trust: Readers deserve to know how the content was generated.
-
Showcasing Value: AI's rapid, high-quality content creation is value in itself and needs no concealment.
-
Ethical Compliance: AI-generated content should be transparent.
-
Long-Term Vigilance: Honesty is the cornerstone of a long-term personal brand.
Two Input Paths
Path A: Daily Material Collection → Drafting
Applicable Scenarios: Automatically accumulate materials during daily collaboration with CC, and generate a draft with one click once enough is collected.
Path B: WeChat Link → Multi-Platform Content
Applicable Scenarios: Existing WeChat Official Account articles can be converted into multi-platform content and published with one click.
Path A Workflow: Material Collection → Drafting
Automatic Recording (Enabled by Default)
cc actively identifies and automatically records engaging moments in conversations, without requiring manual triggering.
Signal Recognition:
| Type | Signal Recognition | Example |
|---|---|---|
| Pitfalls and Failures | Expectations ≠ Results, Errors, Half a Day of Frustration | "Tried three solutions and none worked" |
| Unexpected Discoveries | "Unexpectedly," "It works," Unexpectedly Effective | "Solved it like that!" |
| Iterative Refinement | Multiple Versions, From Complex to Simple | "200 lines reduced to 20 lines and it still runs" |
| Funny Moments | Hilarious Quotes, AI Glitch, Amazing Bugs | "It diligently wrote a bunch of wrong code for me" |
| Breakthrough Moments | Stuck for a long time but finally got it working | "Finally found the bug that bothered me for a week" |
| Method Consolidation | Reusable Techniques and Insights | "This is how I'll handle this situation in the future" |
Automatic Recording: Does not interrupt dialogue, paragraph end marker (✓ Material +1)
Manual recording
Record when the user says "Record an entry: xxx" or "Material +1: xxx".
current.json Format
{
"topic": "Topic (optional, automatically extracted during drafting)",
"materials": [
{
"time": "2026-01-30 14:30",
"content": "Material content",
"type": "Funny Moments",
"context": "Optional context notes",
"auto": true
}
],
"created": "2026-01-30"
}
Drafting Steps
-
Read Materials — Read
drafts/current.json -
Analyze and Extract — Extract the theme and storyline
-
Determine Content Type → Select Writing Framework:
| Content Type | Indicator Signals | Use Framework | References |
|---|---|---|---|
| Tutorials | Teach people how to install/use/configure tools and skills Introduction, Technical Practice, "How to Do xxx" | Six-Part Tutorial Framework | references/tutorial-framework.md |
| In-Depth Article | Industry Analysis, Personal Stories, Trend Judgment, Opinion Output, "Why xxx" | Four-Act In-Depth Framework | references/writing-style.md |
Tutorial Article Framework (2000-4000 words):
→ I. What is the core concept? (Table + one-sentence definition)
→ II. How to install/use (step-by-step + code blocks + image annotations)
→ III. Practical demonstration (phased + table display + human-computer collaboration)
→ IV. Ready to use (quick installation command + usage method table)
→ Conclusion (elevation + CTA)
In-Depth Article Framework (8000-12000 words):
→ 01 Setting the Background
→ 02 Core Argument
→ 03 Transition/Case Study
→ 04 Elevation/Conclusion
-
Write the Article — Write the article according to the corresponding framework
-
Save — Save the Markdown file
-
Formatting — Use a formatting tool to generate an HTML preview (01fish theme)
-
Header Image + Accompanying Images — Generate a downloadable HTML file (→ Read
references/cover-template.md)
- Vertical Cover (Optional): When a user says "make a vertical cover," convert the generated WeChat Official Account header image HTML → Read
references/cover-vertical-spec.md
-
WeChat Moments Copy — Generate WeChat Moments promotional copy (→ Read
references/platform-copy.md) -
Manifest — Generate manifest.json for use by
/distribute. The WeChat section must include:
-
wechat.markdown: Article Markdown path -
wechat.html: Path to the formatted_preview.html -
wechat.cover_image: Cover PNG path (user needs to download from browser first) -
wechat.title: Article title -
wechat.author: Author name (default01fish) -
wechat.digest: Article summary (within 120 characters) -
wechat.images: List of PNG image paths (if any)
- Ask — Whether to clear current materials
Formatting Commands
cd "$MD_FORMATTER_DIR"
python3 md2wechat_formatter.py [article path] --theme [theme] --font-size [font size]
$MD_FORMATTER_DIRneeds to be configured inlocal/.envor environment variables.
Recommended Themes: 01fish (01fish brand color, default), chinese (Chinese style), apple (minimalist and elegant)
Recommended Font Sizes: medium (15px, default), large (16px, recommended for long articles)
01fish Theme Description: Based on the chinese theme, using the 01fish brand colors (dark green #1A3328 + fish red #C44536 + rice paper background #F2EDE3)
Path B Process: WeChat Link → Multi-Platform Content
Step 1: Fetch Articles
Use a Python script to fetch the article (WeChat has anti-scraping verification; WebFetch will be blocked):
Timeout: 30 seconds. If it fails, prompt the user to manually copy the article text. If a user simply says "Read this article from a WeChat official account" (triggered by /read-gzh), the crawling process will directly generate a structured summary without proceeding to the subsequent content generation process. Summary format:
# Article Summary
## Basic Information (Title/Author/Type/Number of Images)
## Core Viewpoints (3 points)
## Key Information
## Quotes
## Image Content (Download and recognize text in images)
## Reflections/Iteration Points
Step 2: Analyze Article Structure
Extract: Title, Subtitle/Quotes, Core Concepts, Key Data, Steps/Processes, Highlights/Features, Methodology/Quotes, Call to Action.
Step 3: Break it down into cards
8-10 cards, following the Xiaohongshu reading rhythm (→ Read references/xiaohongshu-format.md):
| Location | Card Type | Content |
|---|---|---|
| Card 1 | Cover | Main Title + Hook + Mini Visual Elements |
| Card 2 | See Results First | Finished Product Display + Core Data |
| Cards 3-4 | Concept Explanation | Core Concept Breakdown |
| Cards 5-7 | Process/Practical Application | Steps, Comparisons, Flowcharts |
| Card 8 | Highlights/Features | Product/Work Highlight Card |
| Card 9 | Methodology | One-Sentence Golden Sentence Extraction |
| Card 10 | Call to Action | Links + Community Guidance |
Step 4: Generate Image HTML
Output path: [Short Theme]-Xiaohongshu Version.html in the same directory as the article. If no directory is specified, place it in /tmp/. The browser will automatically open the preview.
The last call-to-action page must include: your WeChat ID [Your WeChat ID] (emphasized in large, highlighted text), keywords in the notes, and the core link.
Configure your actual WeChat ID in
local/SKILL.local.md.
📚 Important: Read the Example Before Generating
Refer to the quality standards of references/xiaohongshu-examples/观鸟图鉴-范例.html:
✅ Card Design Requirements
-
Pure infographic design, no article screenshots
-
Pixel art/gamified interface (where applicable)
-
Rich visual elements such as flowcharts, card grids, and numbered lists
-
Restrained use of brand colors (85% dark green + 5% magenta)
✅ Copywriting Quality Requirements
-
Authentic sharing feel, with real-life scenarios and personal experiences
-
Conversational expressions: "Going crazy with fun," "Getting hooked," "And then I..."
-
298-350 words + 8-12 tags
The generated content should reach the professional level of the example.
Step 5: Generate Xiaohongshu Post Copy
Choose a Style Based on Content Type:
-
Personal IP Style (Real-person sharing, product development, pitfalls/trials)
-
→ Read the personal brand style file specified in
local/SKILL.local.md(if any) -
Authentic, chronological feel + specific time details + conversational expression
-
300-350 words, 8-12 tags
-
Persona: Customize in
local/SKILL.local.md -
01fish Style (Methodology summary, in-depth analysis)
-
→ Read the Xiaohongshu section of
references/platform-copy.md -
Structured breakdown + high density of practical information
-
Suitable for reposting articles from WeChat Official Accounts
Step 6: Generate Jike Post Copy
→ Read the Jike section of references/platform-copy.md
Step 7: Generate Podcast Script
→ Read the podcast section of references/platform-copy.md.
Step 8: AI Voice Generation
Use Fish Audio TTS to convert the podcast script to MP3 (→ Read references/tts-config.md).
File naming: [Podcast Title].mp3 + [Podcast Title]-Podcast Script.txt
Step 8.5: Output manifest.json
After all content is generated, manifest.json will be automatically output to the output directory. Format:
{
"version": "1.0",
"created": "<ISO timestamp>",
"source": "<WeChat link>",
"title": "<article title>",
"outputs": {
"xiaohongshu": { "html": "...", "copy": { "title": "...", "body": "...", "tags": [...] } },
"jike": { "copy": { "body": "...", "circles": [...] } },
"xiaoyuzhou": { "audio": "...", "script": "...", "copy": { "title": "...", "description": "...", "show_notes": "..." } },
"video_canvas": { "html": "...", "teleprompter_md": "...", "cover_html": "..." }
}
}
If the user says "share to Xiaohongshu and publish", /distribute will be executed automatically after the manifest is generated.
Step 9: Brand Video Generation (Optional)
Execute only if the user mentions "video", "TikTok", "WeChat Channel", or "brand video":
A. Remotion Brand Intro and Outro
cd "$REMOTION_DIR"
npx remotion render src/index.ts Intro --output /tmp/brand-intro.mp4
npx remotion render src/index.ts Outro --output /tmp/brand-outro.mp4
$REMOTION_DIRneeds to be configured inlocal/.envor environment variables.
B. AI Video Prompt — Generates 4 video prompts for Seedance 2.0 or Google Veo
C. ffmpeg Stitching Command — Generates stitching commands for users to execute manually
Step 9B: Video Canvas Generation (Optional)
Executes only when the user says "Create Video Canvas", "Screen Recording Canvas", or "Journal Video". Accepts any input material: WeChat links, Markdown files, PDFs, HTML files, plain text, and user-generated content are all acceptable.
- Content Acquisition — Automatic processing based on input type:
-
WeChat link: Uses
scripts/fetch_wechat_article.pyto fetch -
File path (md/pdf/html/txt): Reads directly
-
User-pasted text: Uses directly
-
Structure Analysis — Extracts title, core data, pain points, steps, principles, comparisons, key phrases, and highlights
-
Splitting into 9 Cards — Reads
references/video-canvas-template.mdto obtain the complete CSS+JS template and card specifications -
Generate 9 Teleprompter Scripts — Conversational style, 80-150 words per script, including
[hint]cue tags -
Output Teleprompter Script md —
[Short Theme]-Teleprompter Script.md, user-editable -
HTML Assembly — CSS framework + HTML skeleton + populated content + JS framework (SCRIPTS and md) (Consistent)
-
Output File —
[Short Theme]-Video Canvas.html, save to the same directory as the article or/tmp/ -
Generate Cover Image —
[Short Theme]-Cover.html, journal style + portrait circle frame, download PNG to the browser -
Prompt the User — First check the teleprompter script's Markdown, then open the HTML recording in the browser. 16:9 fixed aspect ratio, direct upload to various platforms
Step 10: User Fine-tuning
Inform the user of all output paths, indicating adjustments are possible, and allowing one-click publishing by entering /distribute.
WeChat Official Account Synchronization Prompt: After downloading the cover PNG from the browser, simply use /distribute --platforms wechat to sync to the drafts (API mode, no need to open Chrome).
Produce five items at once, no additional requirements:
-
Xiaohongshu image HTML (including one-click download toolbar)
-
Xiaohongshu post text (title + body + tags)
-
Instant post text (body + circle tags)
-
Xiaoyuzhou Podcast (recording script + AI voice MP3)
-
manifest.json (for one-click publishing via
/distribute)
Optional addition in step 9B (when saying "video canvas"):
-
Video canvas HTML (including recording + teleprompter + beauty filter, fixed 16:9 aspect ratio)
-
Teleprompter script md (editable; after modification, say "update teleprompter" to sync to HTML)
-
Cover image HTML (journal style + portrait circle frame, PNG downloadable in browser)
Distribution Process (/distribute)
Read manifest.json and automatically publish to various platforms via Chrome CDP (→ Read references/distribute-platforms.md).
Usage
# Publish to all platforms
npx -y bun "${SKILL_DIR}/scripts/distribute/distribute.ts" --manifest /path/to/manifest.json
# Select platform
npx -y bun "${SKILL_DIR}/scripts/distribute/distribute.ts" --manifest /path/to/manifest.json --platforms xhs,jike
# Preview mode (no submission, only pre-filled content)
npx -y bun "${SKILL_DIR}/scripts/distribute/distribute.ts" --manifest /path/to/manifest.json --platforms xhs --preview
Platform Abbreviations
| Abbreviation | Platform | Status |
|---|---|---|
wechat |
Official Account | Available |
xhs |
Xiaohongshu | Available |
jike |
Jike | Available |
xiaoyuzhou |
Xiaoyuzhou | Available |
douyin |
Douyin | Experimental |
shipinhao |
Video Account | Under Development |
Execution Order
Official Account → Xiaohongshu → Jike → Xiaoyuzhou → Douyin → Video Account (Execute in sequence to avoid Chrome port conflicts)
Four-Level Degradation
| Level | Mode | Trigger Condition |
|---|---|---|
| L0 | API Direct Push | Official Account API directly pushes drafts to the draft box, no Chrome required |
| L1 | Automatic Publishing | CDP Fully Automated |
| L2 | Auxiliary Publishing | Login State Invalid/Selector Invalid/--preview |
| L3 | Manual Mode | CDP Connection Failure |
Official Account takes priority L0 (API), automatically degrading when credentials are missing or fail. L1 (CDP).
Brand Design Guidelines
Two Brand Color Systems:
-
01fish: Professional content brand (WeChat Official Account, in-depth articles, methodologies)
-
Fish Head: Real-person IP brand (Xiaohongshu, Jike, daily sharing)
Single Source of Truth: Specify your brand color document path in
local/SKILL.local.md.
If color values conflict, the brand document prevails. The following color palette is used as a default example.
01fish Color Palette (Dark Green System)
Proportion Rule: Dark Green 85% : Fish Red 5% : Others 10%
| Name | Color Value | Use |
|---|---|---|
| Dark Green Main Color | #1A3328 |
Dark Card Background |
| Rice Paper Background | #F2EDE3 |
Light Card Background |
| Fish Red | #C44536 |
Accent Color, Numbers, Labels (For Highlighting Only) |
| Semi-Transparent White | rgba(255,255,255,0.5) |
Brand Name on Dark Background |
| Semi-Transparent Dark Green | rgba(26,51,40,0.4) |
Brand Name on Light Background |
| Moss Gray | #7A8C80 |
Secondary Text |
| Dark Ink | #0F1F18 |
Darker Background |
| Light Cyan | #D4DDD7 |
Divider, Border |
Fish Head Color Palette (Peach Pink System)
Proportion Rule: Peach Pink 15% : Creamy Yellow 40% : Twilight Purple 10% : Gray 35%
| Name | Color Value | Use |
|---|---|---|
| Peach Pink | #FF6B9D |
Main Emphasis Color, Title, Key Data |
| Creamy Yellow Background | #FFF9E6 |
Light Background, Card Background |
| Twilight Purple | #9D7BA8 |
Secondary Color, Secondary Information, Brand Name |
| Warm Gray | #6B6B6B |
Body Text |
| Light Gray Background | #F5F5F5 |
Modern Background |
| Midnight Blue | #2D3047 |
Dark background (rarely used) |
Brand Selection Rules
| Content Type | Brand Used | Reason |
|---|---|---|
| In-depth articles on WeChat Official Accounts | 01fish | Professional, authoritative, content brand |
| Industry analysis reports | 01fish | Calm and objective |
| Real-person sharing on Xiaohongshu | Yutoutou | Warm, authentic, real-person IP |
| Instant daily updates | Yutoutou | Lively and approachable |
| Product development records | Yutoutou | Real process demonstration |
| B-end product introduction | 01fish | Professional and trustworthy |
Dual-brand collaboration: The same content uses 01fish color on WeChat Official Accounts and Yutoutou color when reposted on Xiaohongshu.
Font
font-family: -apple-system, 'PingFang SC', 'Microsoft YaHei', sans-serif;
### Brand Corner
Top left corner of each page: `01fish` logo + text. Use `.light` for dark backgrounds and `.dark` for light backgrounds.
### Page Number
Bottom right corner: `1/N`. Use `rgba(255,255,255,0.2)` for dark backgrounds and `rgba(26,51,40,0.2)` for light backgrounds.
---
## Content Rewriting Principles
WeChat → Xiaohongshu is not a direct copy; adaptation is required:
| Dimensions | WeChat | Xiaohongshu |
| ---------- | --------------- | --------------------------------- |
| Length | 2000-3000 words | 50-80 words per page |
| Structure | Linear reading | Card-style skipping |
| Tone | Technical, in-depth | Concise, intuitive, impactful |
| Visuals | Text-centric | Visual-centric, text-embellished |
Rewriting Key Points: Headlines should be impactful, numbers should be large, one key point per page, visuals replace text, retain core links.
---
## Complete Template Reference
When generating Xiaohongshu images for the first time, refer to the example files in the `references/xiaohongshu-examples/` directory for complete CSS + JS.
> If you have additional local template references, specify the path in `local/SKILL.local.md`.
When generating new content, reuse the CSS + JS parts of the example file, replacing only the card content.
---
## Script Directory
**Agent Execution**: Determine this SKILL.md directory as `SKILL_DIR`, then use `${SKILL_DIR}/scripts/<name>`.
| Script | Purpose |
| ---------------------------------- | -------------------------------------------------- |
| `scripts/fetch_wechat_article.py` | WeChat article scraping (Python, simulating WeChat UA) |
| `scripts/distribute/distribute.ts` | Distributor editor |
| `scripts/distribute/cdp-utils.ts` | Shared CDP tools |
| `scripts/distribute/platforms/.ts`| Platform publishing modules |
## Reference File Index
cc reads on demand, do not load all references at once.
| Scenario | Reading Files |
| ----------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- |
| Writing In-Depth Articles | `references/writing-style.md` — Character Design + Writing Guidelines + Formatting (Four-act structure, 8000-12000 words) |
| Writing Tutorial Articles | `references/tutorial-framework.md` — Six-part tutorial framework (Results → Concepts → Operations → Practice → Ready to Use, 2000-4000 words) |
| Generating Cover Images/Images | `references/cover-template.md` — 01fish style layout guidelines (cover image + images + visual components) |
| Horizontal to Vertical Covers | `references/cover-vertical-spec.md` — CSS conversion guidelines for converting WeChat Official Account covers to vertical format |
| Generating Xiaohongshu Carousel Images | `references/xiaohongshu-format.md` — HTML templates + visual component library |
| Generate copy for various platforms | `references/platform-copy.md` — Xiaohongshu/Jike/Podcast/WeChat Moments copywriting guidelines |
| Generate podcast audio | `references/tts-config.md` — Fish Audio configuration + generation script |
| Distribute to various platforms | `references/distribute-platforms.md` — Platform configuration + manifest format + fallback strategy |
| Generate video canvas | `references/video-canvas-template.md` — Journal collage video canvas template (CSS+JS+card guidelines) |
---
## Troubleshooting
| Issue | Solution |
| ------------------------------- | ----------------------------------------------------- |
| WeChat scraping failed | Prompt user to manually copy article text |
| Article too short (<500 words) | Compress into 5-6 cards |
| Article too long (>5000 words) | Select core content, keep to 10 cards or less |
| Exported image is blurry | Check SCALE=2, browser zoom 100% |
| Manifest does not exist | Prompt to run content generation first |
| Chrome startup failed | Downgrade to L3 (manual mode) |
| TTS 402 Insufficient balance | Prompt to recharge at fish.audio |
| TTS generation failed | Only script text is output, prompts for manual recording |
---
## Diagram Potoku
``` mermaid
graph TD
subgraph "Ścieżka A: Zbieranie materiałów"
A1[Zbieranie materiałów automatyczne/ręczne] --> A2{"Użytkownik mówi 'Szkic'"};
A2 --> A3[Generuj artykuł];
A3 --> A4[Zastosuj układ];
A4 --> A5[Generuj okładkę];
A5 --> A6[Generuj podpis do WeChat Moments];
A6 --> A7[Generuj manifest.json];
end
subgraph "Ścieżka B: Link WeChat"
B1[Link WeChat] --> B2[Pobierz artykuł];
B2 --> B3[Analizuj strukturę];
B3 --> B4[Generuj treści na wiele platform];
B4 --> B5[Generuj manifest.json];
end
subgraph "Dystrybucja"
C1[manifest.json] --> C2{"Użytkownik mówi '/distribute'"};
C2 --> C3[Publikuj na platformach];
end
A7 --> C1;
B5 --> C1;