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Enables agentic coding workflows in Claude Code through a multi-candidate patch evaluation loop that generates code variants, validates builds, scores results with mandatory vision testing, and automatically selects the best implementation.

A referee for self-improving AI agent loops that mines past sessions for working workflows, improves them, and never stops until you stop it.

A referee for self-improving AI agent loops that mines past sessions for effective workflows, improves them, and requires measured proof before declaring anything better or done, never stopping until the user stops it.

A referee for self-improving AI agent loops that mines past sessions, improves workflows, and never stops until told.