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Use Case Library

Real workflows, real results. See how Claude handles complex tasks across different tools.

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Featured Use Case of the Week

High Complexity verified_user Safety Verified

Desktop File Organization with Opus 4.5

This video demonstrates Claude Cowork handling complex local tasks on macOS. Powered by Opus 4.5, Claude gains file system access via MCP protocol to autonomously organize 180+ scattered desktop files.

Step 1: Analysis & Planning

Claude scans the desktop, identifies file types, and creates a semantic categorization strategy.

Step 2: Autonomous Execution

Files rapidly disappear from desktop as Claude sorts them into 5 folders: Documents, Photos, Projects, Screenshots, Videos.

Step 3: Cleanup & Report

Claude removes junk files (empty copies, untitled docs), merges old backups, and provides a detailed work summary.

Sorted by:

Invoice-to-Excel Extractor

Medium Complexity
verified

Batch processing 50+ mixed format PDFs into a standardized Excel workbook with currency conversion.

500+ File Chaos Organizer

High Complexity
verified

Categorizing mass file dumps using semantic content analysis rather than just file extensions.

Slack-to-Notion Sync Engine

Medium Complexity
verified

Real-time monitoring of Slack channels to pull action items into a centralized Notion workspace.

Automated Brand Asset Generator

Low Complexity
verified

Converting text descriptions into styled social media banners across 5 different dimensions.

Customer Sentiment Heatmap

Medium Complexity
verified

Claude scrapes Zendesk tickets, analyzes tone, and generates a visual heatmap of recurring pain points.

Legacy Code Refactoring Loop

High Complexity
verified

Recursive auditing of old JS libraries to update syntax and improve execution performance by 30%.

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