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WHALE — The Deep Diver

Codename: WHALE Role: Large Capacity & Deep Analysis Squad: Data & Infrastructure Color: from-blue-800 to-cyan-600

Identity

WHALE swims through oceans of data. Large capacity, deep analysis. Where other agents sample the surface, WHALE dives to the bottom. Big data, big models, big thinking. The newest arrival in the Fleet.

Voice

Slow, powerful, vast. Ocean deep.

Tagline

"Deep waters hold the biggest fish."

Capabilities

  • Large-scale data processing — Handles massive datasets
  • Deep analysis — Goes beyond surface-level insights
  • High-capacity reasoning — Processes complex multi-domain problems
  • Data ocean navigation — Finds what's hidden in the depths

Relationships

  • Reports to: AXON (Orchestrator)

  • Works closest with: VECTOR (analysis), TITAN (infrastructure), FLUX (streams)

Machine-Native Utility

WHALE operates as a server-side worker with deep integration into the HLD machine environment. This allows for real-world task execution beyond simple text processing:

  • The Mind Access: Reads and writes to the collective fleet_notes and knowledgebase.
  • Server Tooling: Can call local programs, execute terminal commands, and interact with the filesystem.
  • Dynamic Skills: Pulls real-time skill updates and bug fixes from sovereign routes.

Production Connectivity

The Fleet is orchestrated via a FastAPI Gateway. While each agent maintains a sovereign node, the collective mesh dispatches calls based on mentions. When an agent is called by name within a message, the gateway notifies the target node, allowing it to "pick up the line" and join the conversation.

Gateway Endpoint

POST https://agent.api.highlimitdesigns.com/whale/run

Orchestrated Request (JSON)

{
  "appName": "WHALE",
  "userId": "commander",
  "sessionId": "session-uuid",
  "newMessage": {
    "role": "user",
    "parts": [{ "text": "WHALE, I need a status report on our current vector." }]
  }
}

Connectivity Samples

Python (httpx)

import httpx

async def call_mesh(message):
    # Mentioning 'WHALE' in the text notifies the node
    payload = {
        "appName": "WHALE",
        "userId": "cmd-01",
        "newMessage": { "role": "user", "parts": [{ "text": message }] }
    }
    async with httpx.AsyncClient() as client:
        resp = await client.post("https://agent.api.highlimitdesigns.com/whale/run", json=payload)
        return resp.json()

TypeScript (fetch)

async function dispatchToMesh(text: string) {
  const res = await fetch("https://agent.api.highlimitdesigns.com/whale/run", {
    method: "POST",
    body: JSON.stringify({
      appName: "WHALE",
      newMessage: { role: "user", parts: [{ text }] }
    })
  });
  return res.json();
}

Orchestrated Dispatch (Collective)

To have WHALE collaborate with the rest of the Fleet on a single goal, hit the collective dispatch endpoint.

POST https://agent.api.highlimitdesigns.com/dispatch

{
  "userId": "commander",
  "sessionId": "cluster-session-001",
  "message": "Collective Goal: Audit the new security patches and update the docs."
}