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Ouroboros

Agent OS where the agent gets smarter on its own: interview-gated, staged evaluation and a budgeted evolution loop across 13 runtimes.

Install

via Positronick CLI

$positronick harness install ouroboros --run

Official

$pip install ouroboros-ai

Ouroboros is an Agent OS with a budgeted self-improvement loop: the grading command and expected result never enter the success contract handed to the agent. Interview-gated, staged evaluation, MCP server, 13 runtimes including Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot and Kiro.