Genpark Ambient Vision Anchor Skill

GenPark Certified Protocol Category License

GenPark AI Agent Skill - Multimodal ambient visual anchoring connecting physical device perception (smart glasses, camera feeds) with GenPark digital agent services.
Inspired by architectural paradigms from Meta Ray-Ban / Meta Muse.

---

🌟 Overview & Architecture

Modern personal agents must evolve past static prompt-response turn-taking into continuous ambient cognitive companions.
The genpark-ambient-vision-anchor-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)  |
       +----------------------------------------------+

---

🛠️ Exposed Tools & Capabilities

anchor_visual_environment

Indexes ambient visual frames into spatial-temporal scene embeddings with entity object bounding.

ground_spatial_query

Resolves deictic queries ("what is that?", "summarize this page") against anchored visual coordinates.

bridge_hardware_to_service

Dispatches grounded physical context to downstream GenPark digital services (purchases, research, coding).

---

🚀 Quickstart & MCP Configuration

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

{
  "mcpServers": {
    "genpark-ambient-vision-anchor-skill": {
      "command": "npx",
      "args": ["-y", "@alphapark/genpark-ambient-vision-anchor-skill"],
      "env": {
        "GENPARK_API_KEY": "your_genpark_api_key"
      }
    }
  }
}

---

📄 License

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