Show HN: Continual Learning with .md

Category: devtools

Tags: ai-agents, memory-systems, context-retrieval, file-organization

Score: 4.8/10 (Innovation: 7, Technical: 3, Documentation: 4, Utility: 5)

ReadMe is a tool that organizes local files into a structured, hierarchical memory filesystem for AI agents, enabling them to access user context and work history. It's interesting because it proposes a novel method for persistent, time-organized memory for agents by scanning development sessions and downloads to build a queryable context repository.

Target audience: backend devs, ai engineers, researchers

Repository: https://github.com/SunAndClouds/ReadMe

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