There’s an open-source project called narrator-ai-cli-skill that you can drop into agents like Claude Code. Just say “Make a narration video for The Shawshank Redemption,” and the AI handles everything end-to-end:

• Auto-generates the script – no brainpower needed
• Precisely matches movie clips – no editing required
• 63 voice options, plus voice cloning – no recording
• 90+ visual templates apply automatically – no design work
• 146 background tracks matched intelligently – no searching for music
• Delivers the final video – no post-production
• Comes with a built-in library of 93 classic movies and even estimates costs upfront

The engineering is solid – not a toy project.

Before, running a movie narration channel meant handling scriptwriting, voiceover, editing, and music separately – each step needed a human. Now that whole chain is broken. Saying “labor cost drops to zero” isn’t an exaggeration; it’s literal.
If you want to batch-launch movie narration accounts, this project is worth a serious look.

https://github.com/NarratorAI-Studio/narrator-ai-cli-skill…

NarratorAI-Studio/narrator-ai-cli-skill

Source: https://github.com/NarratorAI-Studio/narrator-ai-cli-skill

🧠 Narrator AI CLI Skill — Teach Your AI Agent to Create Movie Narration Videos

中文文档

Install this Skill in your AI agent (OpenClaw, Windsurf, WorkBuddy, etc.), then just say “create a movie narration video” — the AI handles the rest.

What is this?

A machine-readable skill file (SKILL.md) that teaches AI agents how to use the narrator-ai-cli (https://github.com/NarratorAI-Studio/narrator-ai-cli) tool for automated video narration production.

You say: "Create a narration video for Pegasus in a comedy style" AI executes: Search movie → Select template → Choose BGM → Pick voice → Generate script → Compose video → Return download link

How CLI and Skill work together

In short: CLI is the hands. Skill is the brain. Together, the AI agent can produce videos end-to-end.

Quick Start

Step 1: Install the CLI tool

pip install "narrator-ai-cli @ git+https://github.com/NarratorAI-Studio/narrator-ai-cli.git"

See narrator-ai-cli (https://github.com/NarratorAI-Studio/narrator-ai-cli) for detailed installation options.

Step 2: Configure API key

narrator-ai-cli config set app_key <your_app_key>

📧 Need an API key? Email [email protected] or scan the QR code at the bottom of this page.

Step 3: Install the Skill

The skill consists of SKILL.md and the references/ directory — both are required.

Clone the repo directly into your agent’s skills folder:

OpenClaw:

mkdir -p ~/.openclaw/skills
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
  ~/.openclaw/skills/narrator-ai-cli

Windsurf / Claude Code:

mkdir -p /path/to/your/project/.skills
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
  /path/to/your/project/.skills/narrator-ai-cli

Cursor:

mkdir -p /path/to/your/project/.cursor/rules
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
  /path/to/your/project/.cursor/rules/narrator-ai-cli

Any markdown-reading agent:

mkdir -p /path/to/agent/skills
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
  /path/to/agent/skills/narrator-ai-cli

WorkBuddy / QClaw (Tencent): Upload SKILL.md and the entire references/ folder through the skill management UI, keeping the directory structure intact (references/ must remain a subfolder alongside SKILL.md — do not flatten the files).

💡 Tip: To update the skill later, just run git pull inside the cloned directory.

Step 4: Start talking!

Once installed, use natural language:

• “Create a narration video for The Shawshank Redemption”
• “Show me what movies are available”
• “Make 5 narration videos for different action movies”
• “Use a comedy template and generate a narration”

Tested Platforms

Capabilities

What’s in SKILL.md

Requirements

• CLI: narrator-ai-cli v1.0.0+
• Python: 3.10+
• Dependencies: typer, httpx[socks], httpx-sse, pyyaml, rich
• API key: Contact us to get one

Links

• 📦 narrator-ai-cli CLI repo (https://github.com/NarratorAI-Studio/narrator-ai-cli)
• 📖 Resource preview (Feishu Docs) (https://ceex7z9m67.feishu.cn/wiki/WLPnwBysairenFkZDbicZOfKnbc)
• 🦞 OpenClaw agent framework (https://github.com/openclaw/openclaw)

Contact

Need an API key or help?

• 📧 Email: [email protected]
• 💬 WeChat: Scan the QR code below

Contact us

License

MIT