SomaNet Reveals Compression Competition Validation Framework

SomaNet's validation system will use an OpenClaw Agent with a custom plugin to run SWE-bench Verified tasks. Miners must develop Python compression algorithms that reduce token usage while maintaining or improving agent task-solving performance. Scoring weights both compression efficiency and result quality, with multiple task runs per round for reliability.

• •Validation uses OpenClaw Agent with custom SWE-bench Verified plugin
• •Miners build Python compression algorithms for context input
• •Scoring combines agent performance quality and token savings
• •Each task runs multiple times for result reliability