RoamPal Core is an outcome-based persistent memory system for AI coding tools that learns from successful and unsuccessful code decisions. It integrates with Claude Code and OpenCode to help AI assistants improve their coding capabilities through reinforced memory.
RoamPal Core provides persistent, outcome-based memory for AI coding assistants. It tracks coding decisions and their outcomes, automatically promoting memories that lead to successful results while demoting those that mislead. This intelligent memory system helps AI tools like Claude Code and OpenCode make better coding decisions over time.
RoamPal Core operates as an MCP (Model Context Protocol) server. Installation involves: 1) Clone the roampal-core repository from GitHub, 2) Install Python dependencies using pip, 3) Configure the MCP hooks in your Claude Code or OpenCode settings, 4) Start the MCP server to enable memory persistence. Detailed setup instructions are available in the GitHub repository.
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