GenPark Personal Intent Anticipator Skill

GenPark AI Agent Skill - Proactive zero-prompt intent anticipation, workspace context telemetry, active application state analysis, and predictive micro-action staging.
Inspired by architectural paradigms from Instinct (instinct.is).

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🌟 Overview & Architecture

Modern personal agents must evolve past static prompt-response turn-taking into continuous ambient cognitive companions.
The genpark-personal-intent-anticipator-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

track_workspace_context

Captures and aggregates active desktop telemetry, cursor focus, open application states, and recent clipboard events.

predict_user_intent_graph

Synthesizes probabilistic intention graphs predicting the user's next 3 likely objectives with confidence scores.

prefetch_intent_context

Pre-retrieves relevant documents, schema definitions, and model parameters before explicit user instruction.

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🚀 Quickstart & MCP Configuration

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

{
  "mcpServers": {
    "genpark-personal-intent-anticipator-skill": {
      "command": "npx",
      "args": ["-y", "@alphapark/genpark-personal-intent-anticipator-skill"],
      "env": {
        "GENPARK_API_KEY": "your_genpark_api_key"
      }
    }
  }
}

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📄 License

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