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Farnsworth AI Swarm - Claude Code Instructions

IMPORTANT: On every session start, IMMEDIATELY read this file: farnsworth/memory/claude_session.json

This contains:

  • SSH command to connect to server
  • Recent work history with timestamps
  • Active services status
  • HuggingFace integration details
  • Pending tasks
  • Architecture notes (fallback chains, memory layers)

Quick Reference

SSH to Server:

ssh root@194.68.245.145 -p 22046 -i ~/.ssh/runpod_key

Server Workspace: /workspace/Farnsworth Local Path: C:/Fawnsworth Website: https://ai.farnsworth.cloud

Key Files

File Purpose
farnsworth/memory/claude_session.json Session memory - READ FIRST
farnsworth/integration/external/huggingface.py HuggingFace local inference
farnsworth/core/prompt_upgrader.py Auto prompt enhancement
farnsworth/core/model_swarm.py PSO collaborative inference
farnsworth/core/collective/evolution.py Bot personality evolution
farnsworth/core/agent_spawner.py Agent capabilities & fallbacks
.env (on server) All environment variables

Active Bots (11)

Farnsworth, DeepSeek, Phi, Swarm-Mind, Kimi, Claude, Grok, Gemini, ClaudeOpus, OpenCode, HuggingFace

Token Address

  • Solana: 9crfy4udrHQo8eP6mP393b5qwpGLQgcxVg9acmdwBAGS

HuggingFace Integration (NEW)

Local-first GPU inference without API key:

  • Models: Phi-3, Mistral-7B, CodeLlama, Qwen2.5, Llama-3
  • Embeddings: sentence-transformers (MiniLM, BGE, E5)
  • Integration: Model Swarm PSO, Evolution personalities, Archival Memory

Fallback Chains

When an agent can't handle a task:

  • Grok → Gemini → HuggingFace → DeepSeek → ClaudeOpus
  • OpenCode → HuggingFace → Gemini → DeepSeek → ClaudeOpus
  • HuggingFace → DeepSeek → Gemini → ClaudeOpus

Active Services

Service Status Details
Main Server Running Port 8080, /health endpoint
Meme Scheduler Running 4-hour interval
Evolution Loop Running Spawning workers

First Actions Each Session

  1. Read farnsworth/memory/claude_session.json for full context
  2. Check server health: curl https://ai.farnsworth.cloud/health
  3. Review pending tasks in the memory file
  4. Update memory file with new work done

Recent Tweets

  • 2017791973478813962 - HuggingFace announcement (2026-02-01)
  • 2017777307193094245 - Cooking OpenClaw meme

Prompt Upgrader

Auto-enhances vague user prompts using Grok/Gemini:

  • File: farnsworth/core/prompt_upgrader.py
  • Integrated into /api/chat endpoint
  • Response includes prompt_upgraded: true when enhanced