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ArcReel
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generate-script

Generate structured episode scripts in JSON from project data using Gemini.

3.9k|784|Updated Feb 7, 2026
Search Tags:#automation#json#gemini#ai-assisted#episode#video-production#script-generation
One-click install
npx skills add https://github.com/ArcReel/ArcReel --skill generate-script
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generate-script
Source: https://github.com/ArcReel/ArcReel/tree/main/agent_runtime_profile/.claude/skills/generate-script
Command: npx skills add https://github.com/ArcReel/ArcReel --skill generate-script

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates turning project data and draft materials into production-ready, JSON-formatted episode scripts, reducing manual transcription and formatting time.

Core Features & Use Cases

  • JSON Script Generation: Produces scripts that strictly conform to the project's Pydantic models.
  • Project Integration: Reads project.json and Step 1 intermediates to produce ready-to-use outputs for episode pipelines.
  • AI-assisted Scripting: Leverages Gemini backends to generate cohesive, consistent episode content at scale.

Quick Start

Run the generator for your target episode to produce scripts/episode_N.json in the project drafts.

Frequently Asked Questions about generate-script

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I auto-generate JSON episode scripts from project data using Gemini?▼

To auto-generate JSON episode scripts, this Skill reads your project.json and Step 1 intermediates, leveraging a configured Gemini backend to produce structured outputs in your drafts repository as scripts/episode_N.json.

Can I generate video production scripts that match Pydantic models automatically?▼

Yes, you can generate video production scripts that match Pydantic models automatically. The Skill processes project data through Gemini to ensure the resulting JSON scripts strictly conform to your defined models.

Do I need a pre-configured Gemini backend to produce AI-assisted episode scripts?▼

Yes, you need a pre-configured Gemini backend to produce AI-assisted episode scripts. The Skill requires this dependency to process project data and generate cohesive, structured JSON outputs at scale.

What project files are required for JSON script generation to work?▼

JSON script generation requires a repository with a drafts structure, a project.json file, and Step 1 intermediates. These inputs are read and processed to output the final episode_N.json script.

What is the best way to automate episode script formatting for video pipelines?▼

The best way to automate episode script formatting for video pipelines is using this AI-assisted generator. It reads project data and outputs production-ready JSON scripts, reducing manual transcription and formatting time.

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