Show HN: Scribe, a CLI that builds AI agent memory from your repos and sessions (getscribe.dev)

Oliver Kriska has announced Scribe, a groundbreaking command-line interface (CLI) tool designed to enhance AI agent memory by integrating it with your development repositories and session histories. Scribe automatically compiles a knowledge base (KB) that captures insights from your git history, Claude Code, and Codex sessions, enabling AI agents to recall past decisions and reasoning before suggesting libraries or architectures. This capability allows for a more context-aware interaction across projects, effectively solving the problem of repetitive research and improving development efficiency by leveraging knowledge from previous work. The significance of Scribe in the AI/ML community lies in its approach to local memory management and session mining, which minimizes reliance on external APIs and cloud services. By operating entirely on a local Ollama server, Scribe eliminates vendor lock-in and API costs, presenting a personalized Markdown-based framework for managing agent knowledge. Key features, such as auto-generated wiki pages, semantic search functionality, and a structured linking schema between articles, create a rich information environment that facilitates the transfer of knowledge across projects while preserving data integrity. This innovation not only streamlines development workflows but also enhances collaboration by maintaining a shared and organized repository of information.