content-factory

Original：🇨🇳 Chinese

Translated

11 scripts

Automated content production pipeline: hot topic aggregation from 10+ platforms (Bilibili, GitHub, Reddit, YouTube, Weibo, Zhihu, etc.), AI-powered topic scoring, multi-platform content generation (Xiaohongshu, WeChat, Twitter), draft review, and auto-publishing. Use when: user wants daily content pipeline, hot topic collection, content generation, article publishing, or content factory automation.

6installs

Sourceaaaaqwq/claude-code-skills

Added on2026-03-19

NPX Install

npx skill4agent add aaaaqwq/claude-code-skills content-factory

SKILL.md Content (Chinese)

View Translation Comparison →

Content Factory — Automated Content Production & Distribution Factory

End-to-end automation from hot topic collection, content generation to multi-platform publishing. Daniel only needs 2 minutes a day to select topics.

Core Workflow

Hot Topic Collection (10+ Platforms) → AI Topic Scoring → Push Top 10 to User
                                    ↓
                          User Selects Topic (or Customizes)
                                    ↓
                          Multi-platform Content Generation (LLM)
                                    ↓
                          Draft Review → Confirm Publishing
                                    ↓
                          Auto-publishing → Data Tracking

Usage Scenarios

✅ USE when:

"What are today's hot topics?" / "Collect today's trending topics"
"Help me generate content" / "Write a Xiaohongshu article"
"Topic scoring" / "Recommend what to write today"
"Publish to Xiaohongshu/WeChat/Twitter"
"Run content factory pipeline" / "Execute the full workflow"
"Check today's drafts" / "Review content"

❌ DON'T use when:

GEO optimization (AI search ranking) → Use geo-agent
Pure SEO keyword optimization → Use SEO skill
One-time writing (no pipeline needs) → Use content-creator

Data Directory

data/
├── hotpool/          # Daily Hot Topic Pool (YYYY-MM-DD.json)
├── topics/           # Scored Topics (YYYY-MM-DD.json)
├── drafts/           # Generated Drafts (YYYY-MM-DD/)
├── reviewed/         # Reviewed & Approved
├── published/        # Publishing Records
├── config/           # Runtime Configuration
│   └── sources.json  # Collection Source Configuration
├── templates/        # Platform Templates
│   ├── xiaohongshu.md
│   ├── wechat.md
│   └── twitter.md
└── assets/           # Images & Other Materials

Script Explanation

Script	Function	Dependencies
`scripts/aggregator/fetch_all.py`	Hot Topic Collection from 10+ Platforms	curl, python3
`scripts/topic_scorer.py`	AI Topic Scoring (Top 10)	LLM API (DeepSeek/GLM)
`scripts/content_generator.py`	Multi-platform Content Generation	LLM API
`scripts/draft_reviewer.py`	Draft Review & Push	Telegram API
`scripts/auto_publisher.py`	Auto-publishing	playwright (optional)
`scripts/topic_presenter.py`	Topic Card Push	Telegram API
`scripts/run_daily.sh`	Full Workflow Orchestration	bash
`scripts/paths.py`	Path Configuration (Portable)	-

Collection Sources (10+)

Platform	Method	Content Type
Bilibili Hot Rank	API	Videos/Dynamics
GitHub Trending	API	Open Source Projects
Reddit	API	Discussions/News
YouTube	API	Videos
Weibo Hot Search	API	Social Hot Topics
Zhihu Hot Rank	API	In-depth Discussions
Toutiao	API	News & Information
Douyin	API	Short Videos
Twitter/X	Syndication	KOL Dynamics
LinuxDo	API	Technical Community

Install Dependencies

bash

cd ~/clawd/skills/content-factory
pip install -r requirements.txt

Complete Pipeline

bash

# Manually execute the full workflow
bash scripts/run_portable.sh

# Or execute step by step
python3 scripts/aggregator/fetch_all.py          # Step 1: Hot Topic Collection
python3 scripts/topic_scorer.py       # Step 2: AI Scoring
python3 scripts/topic_presenter.py    # Step 3: Push Topics
python3 scripts/content_generator.py --top 3  # Step 4: Content Generation
python3 scripts/draft_reviewer.py --all       # Step 5: Draft Review
# python3 scripts/auto_publisher.py   # Step 6: Publish (confirmation required)

Integration with Ralph CEO Loop

The Content Factory can be continuously iterated via Ralph CEO Loop:

Small Data: Hot Topic Collection + Data Cleaning
Small Research: In-depth Topic Research
Small Content: Content Generation + Copy Optimization
Small PM: Workflow Coordination + Quality Acceptance
Small Market: Publishing Strategy + Channel Optimization

Configuration

Collection Source Configuration (

data/config/sources.json

)

Enable/disable platforms, configure followed accounts, channels, etc.

LLM Configuration

Scoring and generation use OpenAI-compatible APIs:

Default: DeepSeek (scoring) + GLM-5 (generation)
Override via environment variables
```
LLM_API_KEY
```
/
```
LLM_BASE_URL
```

content-factory

NPX Install

Tags

SKILL.md Content (Chinese)

Content Factory — Automated Content Production & Distribution Factory

Core Workflow

Usage Scenarios

Data Directory

Script Explanation

Collection Sources (10+)

Install Dependencies

Complete Pipeline

Integration with Ralph CEO Loop

Configuration

Collection Source Configuration (
`data/config/sources.json`
)

LLM Configuration

content-factory

NPX Install

Tags

SKILL.md Content (Chinese)

Content Factory — Automated Content Production & Distribution Factory

Core Workflow

Usage Scenarios

Data Directory

Script Explanation

Collection Sources (10+)

Install Dependencies

Complete Pipeline

Integration with Ralph CEO Loop

Configuration

Collection Source Configuration (data/config/sources.json)

LLM Configuration

Collection Source Configuration (
`data/config/sources.json`
)