spencerheywood.com

{
  "name": "get_live_lab_stats",
  "kind": "answer",
  "impl": "imperative",
  "description": "Fetch live stats for Spencer's self-hosted AI lab straight from his LLM gateway: decode throughput in tokens/sec (mean aggregate across concurrent streams, peak single-stream, 24-hour average), lifetime token and request totals, build cost vs hosted-API spend avoided, wall power draw, energy used, GPU utilization, the local-vs-api-overflow routing split, input-context lengths (median/p95 per request), and the top serving models. Use this whenever asked about the lab's performance or any of those numbers — never quote them from memory.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  }
}

{
  "name": "ask_local_model",
  "kind": "act",
  "impl": "imperative",
  "description": "Ask a question to the LLM running on Spencer's own hardware (served through his AgentGateway) and return its plain-text answer. Good for questions about his experience, projects, or AI lab that benefit from the model's own voice. Use sparingly — local generation takes several seconds.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "question": {
        "type": "string",
        "description": "The question to ask the local model (max 600 characters)."
      }
    },
    "required": [
      "question"
    ],
    "additionalProperties": false
  }
}

{
  "name": "navigate_to_section",
  "kind": "act",
  "impl": "imperative",
  "description": "Scroll this page to one of its main sections so the user can see a specific part of Spencer's site.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "section": {
        "type": "string",
        "enum": [
          "live-stats",
          "focus",
          "experience",
          "delivery-process",
          "ai-lab",
          "projects",
          "capabilities",
          "education",
          "contact"
        ],
        "description": "Which section to show."
      }
    },
    "required": [
      "section"
    ],
    "additionalProperties": false
  }
}