GenPark Muse Episodic Memory Stream Skill

GenPark AI Agent Skill - Continuous hierarchical episodic memory stream, exponential temporal decay, cross-session preference anchoring, and personal knowledge graphs.
Inspired by architectural paradigms from Meta Muse (about.meta.com).

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🌟 Overview & Architecture

Modern personal agents must evolve past static prompt-response turn-taking into continuous ambient cognitive companions.
The genpark-muse-episodic-memory-stream-skill brings production-grade primitives for Model Context Protocol (MCP) clients, autonomous agent swarms, and personal assistants operating within the GenPark ecosystem.

+-------------------------------------------------------------+
|                GenPark Personal Agent Swarm                 |
+-------------------------------------------------------------+
       |                                              |
       v                                              v
+-----------------------------+        +------------------------------+
|   Zero-Prompt Anticipator   |        |   Hierarchical Memory Stream |
| (Activity & Context Sensing)|        |   (Temporal Decay & Vectors) |
+-----------------------------+        +------------------------------+
       |                                              |
       +----------------------+-----------------------+
                              |
                              v
       +----------------------------------------------+
       |     Autonomous Guardrailed Micro-Delegator    |
       |  (Sandboxed Dispatch & Token Budget Gating)  |
       +----------------------------------------------+

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🛠️ Exposed Tools & Capabilities

append_episodic_stream

Appends multimodal conversation turns, situational context, and key decisions into the continuous episodic stream.

query_hierarchical_memory

Performs semantic vector recall with exponential recency decay weighting and personal preference priors.

synthesize_personal_profile

Extracts long-term user tendencies, persistent goals, and domain preferences into structured profile anchors.

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🚀 Quickstart & MCP Configuration

Add this skill to your genpark.config.json or Claude / Cursor desktop MCP configurations:

{
  "mcpServers": {
    "genpark-muse-episodic-memory-stream-skill": {
      "command": "npx",
      "args": ["-y", "@alphapark/genpark-muse-episodic-memory-stream-skill"],
      "env": {
        "GENPARK_API_KEY": "your_genpark_api_key"
      }
    }
  }
}

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📄 License

Apache-2.0 © 2026 GenPark AI Inc. (alphaparkinc)