hitpop-ai-cover

🎬 Hitpop

Video AI Multi-Agent System for OpenClaw, Claude Code, and Cursor.

9 agents + 24 skills. Say "make me a video" → get a finished video.

Quick Start • Architecture • Agents • Skills • Workflows • Contributing

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What Is This?

Hitpop is a multi-agent video production system. Users describe what they want in plain language. A fleet of 9 specialized AI agents collaborates to deliver finished videos — from creative direction to social media publishing.

No video production knowledge required. No code required. Just talk.

You:    "Make me a headphone product video for TikTok with voiceover"

Hitpop: Analyzes your request
        → Creative designs visual style
        → Producer generates video from your product image (Vidu Q2)
        → Writer writes narration script
        → Producer adds voiceover (Edge TTS) + subtitles (Whisper) + BGM
        → Critic checks quality (IMPACT score ≥ 20/30)
        → Reviewer final approval
        → Exports TikTok 9:16 format
        → Delivers video + platform copy (title, description, hashtags)

Works with OpenClaw, Claude Code, and Cursor.

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Quick Start

1. Clone

git clone https://github.com/HitPopAI/hitpop.git
cd hitpop

2. Set API Key

export ZHIPU_API_KEY="your-key-from-bigmodel.cn"

3. Install (OpenClaw)

chmod +x setup.sh
./setup.sh

3. Install (Claude Code / Cursor)

# Claude Code
cp -r skills/* .claude/skills/
cp -r agents/* .claude/skills/

# Cursor
cp -r skills/* .cursor/skills/

4. Use

Talk to the Main agent:

> Make me a product promo video
> Make me a 15-second TikTok about AI tools
> Generate 5 social media videos in batch
> Help me launch this project on GitHub

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Architecture

                         ┌──────────────┐
                         │   👤 User    │
                         └──────┬───────┘
                                │
                    ┌───────────▼───────────┐
                    │  🎬 Main              │
                    │  Chief Strategy Officer│
                    └───────────┬───────────┘
                                │
                         ┌──────▼───────┐
                         │  🧠 Planner  │
                         └──────┬───────┘
                                │
       ┌────────────────────────┼────────────────────────┐
       │                        │                        │
 ┌─────▼─────┐           ┌─────▼─────┐           ┌─────▼─────┐
 │ 💡Creative│◄── ⚔️ ──►│ 🎯 Critic │           │ 📰 Scout  │
 └─────┬─────┘           └─────┬─────┘           └───────────┘
       │                       │
 ┌─────▼─────┐           ┌─────▼─────┐
 │ ✍️ Writer │           │ 💻Producer│──→ 15 Skills
 └─────┬─────┘           └───────────┘
       │
 ┌─────▼─────┐           ┌───────────┐
 │ 🔍Reviewer│           │ 📣Promoter│
 └───────────┘           └───────────┘

Skills (Producer's toolbox):
  Generation:  gen-video · gen-image · comfyui
  Templates:   rendervid · shotstack · json2video · creatomate
  Post-prod:   edit · voiceover · lipsync · subtitle · music · twick
  Distribute:  publish · director · pipeline

Agent Philosophy

Every agent operates as a higher-dimensional intelligence — not a passive tool, but an autonomous thinker with standards and the authority to push back.

Adversarial Collaboration

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Agents

Each agent has 3 files in agents/<id>/:

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Skills

24 skills that Producer uses as its toolbox. All in skills/:

All Zhipu API calls via https://open.bigmodel.cn/api/paas/v4/

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Workflows

Quality Gates (IMPACT Score)

Pass: ≥ 20/30. Below 20: redo. Below 15: reject.

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Repo Structure

hitpop/
├── soul.md