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Autonomous skill evolution framework that optimizes AI agent performance by combining self-driving research loops, ground-truth evaluation, and trace-based error diagnosis.
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The project is a nascent integration of three existing research concepts (AutoResearch, skill-creator, and Meta-Harness). With zero stars and being brand new, it lacks any defensive moat or user base. The problem it solves—autonomous improvement of agent capabilities—is a primary focus for frontier labs like OpenAI and Anthropic, who are building these loops natively into their platforms.
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cli_tool
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