ouro
♥Cherished
Ouro is an open-source AI agent that executes tasks through a think-act-observe loop, deployable as either an interactive CLI or a persistent bot (Lark, Slack). It supports multiple LLM providers via LiteLLM and includes built-in memory and tool integration for autonomous code execution and problem-solving.
Clauded With Love Rating
8.0 / 10
Ouro is an AI agent framework implementing a think-act-observe loop with dual deployment modes as either an interactive CLI or persistent IM bot (Slack, Lark). It features memory persistence, parallel execution, self-verification loops, and integration with multiple LLM providers through LiteLLM.
Code Quality7.5
Usefulness8.5
Claude Usage8.0
Documentation8.5
Originality7.5
Highlights
- ✓Dual deployment architecture allowing the same agent core to run as both CLI and persistent bot with unified configuration
- ✓Self-verification Ralph Loop that automatically re-enters the agent cycle if tasks are incomplete, improving reliability
- ✓First-class Harbor benchmark integration with convenience scripts for standardized agent evaluation
To Improve
- →Add comprehensive test coverage and CI/CD pipeline setup to ensure code quality and prevent regressions
- →Include concrete performance metrics and benchmark results in documentation to demonstrate agent effectiveness