stockpile

🥈Silver

Stockpile automatically finds and organizes relevant b-roll from YouTube based on your video content. It transcribes clips, extracts key topics, scores footage for quality, and delivers organized results—ideal for video editors and content creators.

1430Updated 4mo ago

Intermediate30min to implementautomation

Saves ~120 min per use

Quick InstallView Source

git clone https://github.com/sasoder/stockpile.git

Works with:

Claude

Overview

About This Skill

Stockpile is an AI tool that automates b-roll discovery for video editors and content creators. Upload a video clip to your input folder (local or Google Drive), and the tool transcribes your content, extracts key topics and visuals, then searches YouTube for matching footage. It evaluates each video for b-roll quality and visual relevance, organizing results into labeled folders with relevance scores. The tool integrates with Google Drive for cloud workflows, includes email notifications, and uses Google's Gemini API for intelligent topic extraction and video evaluation. Video editors working on tight deadlines benefit from automated organization that eliminates manual YouTube searching and folder management.

How to Use

Install Python, FFmpeg, and the required dependencies, then add your Gemini API key to a .env file. Drop videos in your input folder (local or Google Drive), and the tool will process them, extracting topics and finding relevant YouTube footage. Results are organized into topic folders with relevance scores, and you'll receive an email notification when complete.

Use Cases

TikTok creators finding relevant b-roll to pair with scripted voiceovers

Documentary editors sourcing archival or thematic footage by topic

YouTube editors organizing bulk b-roll collections for fast editing

Content creators automating tedious YouTube searches for visual themes

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/sasoder/stockpile

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

I'm a video editor working on a documentary for [COMPANY] in the [INDUSTRY] sector. I have [NUMBER] of b-roll clips I need help organizing. Please analyze these clips and create a categorized list of relevant footage by topic. Include timestamps for each clip. Here are the clips: [CLIP LINKS].

Example Output

# B-Roll Footage Categorization for [COMPANY] Documentary

## Industrial Production
- Clip 1: [LINK] (00:00-00:15) - Factory assembly line
- Clip 2: [LINK] (00:16-00:30) - Workers operating machinery
- Clip 3: [LINK] (00:31-00:45) - Quality control inspection

## Corporate Office
- Clip 4: [LINK] (00:00-00:10) - Executive meeting
- Clip 5: [LINK] (00:11-00:25) - Employees at desks
- Clip 6: [LINK] (00:26-00:40) - Office building exterior

## Community Impact
- Clip 7: [LINK] (00:00-00:12) - Local school visit
- Clip 8: [LINK] (00:13-00:28) - Charity event
- Clip 9: [LINK] (00:29-00:43) - Employee volunteer work