claude

surreal-memory

Reflex-based memory system for AI agents with SurrealDB backend — stores experiences as interconnected neurons and recalls them through spreading activation, mimicking how the human brain works.

7 on GitHubby Toni Nowak / AI-Flow NOWAKv3.13.0MITupdated yesterdayproductivity
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Plugin surreal-memory from marketplace surreal-memory-marketplace in acidkill/surreal-memory. Commands read from the repo's manifest — today.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (5)

  • .claude-plugin
  • memory-audit

    Comprehensive memory quality review across 6 dimensions: purity, freshness, coverage, clarity, relevance, and structure. Generates prioritized findings with specific memory references and actionable recommendations. stage: review tags: [memory, audit, quality, health, surrealmemory] - "~/.surrealmem

  • memory-evolution

    Evidence-based memory optimization from real usage patterns. Analyzes recall performance, identifies bottlenecks, suggests consolidation/pruning/enrichment, and tracks improvement over time via checkpoint Q&A. stage: workflow tags: [memory, evolution, optimization, patterns, surrealmemory] - "~/.sur

  • memory-intake

    Structured memory creation workflow. Converts messy notes, conversations, and unstructured thoughts into well-typed, tagged, confidence-scored memories. Uses 1-question-at-a-time clarification to avoid cognitive overload. stage: workflow tags: [memory, intake, structured, surrealmemory] - "~/.surrea

  • surreal-memory

    Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or context across sessions (2) User asks "do you remember..." or references past conversations (3) Starting a new task — inject relevant context f

MCP servers (1)

  • surreal-memory

    runs: uvx --from surreal-memory smem-mcp

View source on GitHub

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