Soma Validation System Uses OpenClaw Agent for Competition

Soma's validation system will run an OpenClaw Agent with a custom plugin to solve SWE-bench Verified tasks. Miners must develop Python compression algorithms that reduce token usage while maintaining or improving the agent's task performance. Scoring combines result quality and token savings.

• •Validator uses OpenClaw Agent with custom SWE-bench plugin
• •Miners create Python compression algorithms for context reduction
• •Scoring weights both task performance and token efficiency
• •Tasks run multiple times for reliability