parallel-power

What problem does it solve?

Long serial wait times when processing many independent items; this skill helps users restructure tasks so Cowork runs multiple workers at once and finishes batch jobs far faster.

Core Features & Use Cases

• Parallel execution: Rewrite user requests so each independent item is handled by its own worker simultaneously.
• Time comparison & coaching: Estimate serial vs parallel runtimes to demonstrate time savings and set expectations.
• Output management & merge: Save each worker's result as a separate file and provide a clear merge step to consolidate outputs into a final deliverable.
• Use Cases: Summarizing folders of competitor reports, researching multiple companies at once, drafting variations of the same document, or processing independent spreadsheet rows.

Quick Start

Use parallel-power to run parallel workers that summarize each file in your folder, save each summary as a separate file, and then merge them into a single overview file.