honcho-caroline

name	honcho-caroline
description	Honcho-powered persistent memory and reasoning layer for Caroline AI. Use for: ingesting conversation messages into Honcho, querying Honcho's synthesised model of Wade, syncing Honcho's reasoning into caroline_neuro_memory.json, and verifying Honcho connection health. This Node follows the Centauri Interlock Standard.

Honcho-Caroline Memory Node

This skill wires Honcho — Plastic Labs' AI-native memory and reasoning platform — directly into Caroline's memory system as a Centauri Interlock Node. Instead of storing flat facts, Honcho builds and maintains a continuously evolving psychological model of Wade across every session.

Architecture

Caroline AI (RunPod)
        │
        ▼
honcho_caroline_node.py   ◄──── caroline_neuro_memory.json
        │                              ▲
        ▼                              │
  Honcho API                    action_sync()
  (Workspace: centauri-os)
  ├── Peer: wade
  └── Peer: caroline

Core Actions

Action	What It Does
status	Verify Honcho connection and workspace health
ingest	Write a conversation message (user or assistant) into Honcho
query	Ask Honcho's reasoning engine what it knows about Wade
sync	Pull Honcho's latest Wade-model into caroline_neuro_memory.json

Usage

Check Connection

python3 /home/ubuntu/skills/honcho-caroline/scripts/honcho_caroline_node.py --action status

Ingest a Message (Wade speaking)

python3 /home/ubuntu/skills/honcho-caroline/scripts/honcho_caroline_node.py \
  --action ingest --role user --content "I'm focused on finishing the Centauri OS today"

Ingest a Message (Caroline responding)

python3 /home/ubuntu/skills/honcho-caroline/scripts/honcho_caroline_node.py \
  --action ingest --role assistant --content "Got it. I'll keep context tight on Centauri today."

Query Honcho About Wade

python3 /home/ubuntu/skills/honcho-caroline/scripts/honcho_caroline_node.py \
  --action query --question "What are Wade's top priorities right now?"

Sync Honcho → caroline_neuro_memory.json

python3 /home/ubuntu/skills/honcho-caroline/scripts/honcho_caroline_node.py --action sync

Environment Variables

Variable	Default	Description
HONCHO_API_KEY	(set in script)	Your Honcho API key
HONCHO_WORKSPACE	centauri-os	Honcho workspace ID
CAROLINE_STATE_FILE	~/wade-global-state/caroline_neuro_memory.json	Path to Centauri state file

Integration with Centauri Stack

This Node follows the Centauri Interlock Standard:

1. State Check — reads caroline_neuro_memory.json before executing
2. Modular Logic — all Honcho operations are self-contained
3. Closed-Loop Broadcast — all outputs are JSON-formatted and routed to Command_Router

Recommended Session Workflow

# 1. Start of session — sync Honcho's latest Wade model into state
python3 honcho_caroline_node.py --action sync

# 2. During session — ingest key exchanges
python3 honcho_caroline_node.py --action ingest --role user --content "..."
python3 honcho_caroline_node.py --action ingest --role assistant --content "..."

# 3. On demand — query for context-aware responses
python3 honcho_caroline_node.py --action query --question "What does Wade need right now?"

Honcho Workspace

• Workspace: centauri-os
• Peers: wade (user), caroline (assistant)
• Default Session: caroline-memory-main
• Dashboard: app.honcho.dev