knowledge-crystallization

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topprismdata / cultivating-ml-agent

A self-improving ML agent that compounds capability across projects through knowledge crystallization, reusable skills and shared ML/MLOps infrastructure.

ai-agents mlops ml-experiments agent-skills agent-memory self-improving-agent organizational-learning knowledge-crystallization native-ai

Updated Aug 28, 2026
Python

topprismdata / agent-nurture-framework

Star

Framework for turning repeated AI-agent work into reusable skills and compounding organizational capability through knowledge crystallization.

ai-agents continuous-learning agent-skills agent-memory organizational-learning knowledge-crystallization native-ai

Updated Aug 28, 2026
Python

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