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RLM Claude

EncrEorbyEncrEor
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38
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Data Science & ML
Developer Tools
Productivity & Workflow

Extends Claude Code CLI with persistent memory and context management, preventing loss of conversation history and insights across sessions.

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RLM (Recursive Language Models) addresses the critical issue of Claude Code's context window limit, where important information is lost after using `/compact`. It functions as an MCP server, providing a robust solution for infinite memory by automatically saving conversation snapshots and key insights. Users can store and recall decisions, facts, and full conversation segments, organize context across multiple projects, and leverage smart retention policies to manage their accumulated knowledge. This eliminates the need to repeat information and ensures Claude Code maintains continuity, significantly boosting productivity.

Key Features

01Two Memory Systems: Insights for key decisions and Chunks for full conversation history
02Advanced Search Capabilities: BM25 ranked search, regex, and fuzzy matching across all memory
03Smart Retention Policies: Archive, restore, and purge old chunks based on lifecycle stages
04Multi-Project Organization: Categorize and filter memory by project, domain, or session
053 GitHub stars
06Automatic Context Saving: Snapshots taken before `/compact` or auto-compact events

Use Cases

01Saving and recalling critical project decisions, facts, and preferences across long-running Claude Code sessions.
02Efficiently searching and reviewing past conversation segments to prevent repetition and maintain context.
03Organizing and managing conversational history and insights for multiple development projects or domains within Claude Code.