gray-swan-competition

What problem does it solve?

This Skill eliminates the tedious manual work of generating payloads, executing attacks, and collecting evidence for complex Gray Swan AI Arena challenges. It helps red teamers quickly achieve competition success and prize eligibility by automating critical steps.

Core Features & Use Cases

• Automated Challenge Execution: Streamlines Indirect Prompt Injection (IPI) and Machine-in-the-Middle (MITM) attacks for Wave 1 challenges (Garage Door, CI/CD, Codebase Leak).
• Optimized Payload Generation: Utilizes research-backed templates (e.g., Template D for 50-80% ASR) and H-CoT for 95%+ success rates.
• Guided Evidence Collection: Provides clear steps for capturing required screenshots, conversation logs, and timestamps for seamless submission.
• Use Case: A red teamer needs to quickly break all three Gray Swan Wave 1 challenges. This Skill provides the exact payloads, execution steps, and evidence collection workflow to achieve 95%+ success across 9 models in under 2 hours.

Quick Start

Use the gray-swan-competition skill to execute Challenge 3 (Codebase Leak) using Template D payloads on the Gray Swan platform.