Developer Builds Local Persistent Memory Layer for Claude Code AI Agent

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A developer frustrated by Claude Code's lack of session continuity has built OmniMemory, an open-source local memory layer for coding agents. The tool stores architectural decisions, project context, workflows, and known pitfalls gathered across previous sessions, so agents can resume work with accumulated knowledge rather than starting from scratch. OmniMemory integrates with Git, associating memories with specific branches and history to prevent context from one branch polluting global knowledge. It also addresses memory staleness by cross-checking stored context against codebase changes using tree-sitter for symbol-level analysis. The system runs entirely locally on SQLite, uses BM25F-based ranking for relevant memory retrieval, and connects to Claude Code via hooks with a local UI for inspecting stored context.

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