stack/memory/2026-03-01-0123.md

Session: 2026-03-01 01:23:08 UTC

• Session Key: agent:main:discord:channel:1477421219853893796
• Session ID: 623406b1-eba0-442a-b178-2aacea107626
• Source: discord

Conversation Summary

assistant: There it is. OpenClaw runs as a process on the host. Let me spawn additional instances properly:

assistant: It started on port 18795 but then shut down (signal). Multiple instances CAN run but they share the same config.

Let me be honest with you:

The Docker approach failed because there's no pre-built OpenClaw image. Running multiple processes is possible but they all share the same config — which means they'd all have the same skills, channels, etc.

What's actually blocking you from working efficiently right now?

Is it:

1. The "frozen" feeling — not knowing if I'm thinking or hung?
2. Wanting parallel workers but can't spawn them?
3. Context bleeding between different project topics?
4. Something else?

Because the real fix might be simpler than building a fleet — maybe it's just better heartbeat feedback, or fixing how workers get spawned, or improving the memory system so you don't repeat yourself.

What specifically feels broken right now? user: System: [2026-02-28 17:29:49 CST] Exec completed (quick-wi, code 0) :: TABLISHED) openclaw- 3463375 jwoltje 22u IPv4 17342179 0t0 TCP dragon-lin.int.diversecanvas.com:57180->162.159.130.234:443 (ESTABLISHED) openclaw- 3463375 jwoltje 23u IPv4 1671657… System: [2026-02-28 17:30:39 CST] Exec failed (tide-orb, code 0) :: ugin id detected; later plugin may be overridden (/home/jwoltje/.npm-global/lib/node_modules/openclaw/extensions/matrix/index.ts) - plugins.entries.nextcloud-talk: plugin nextclou…

Conversation info (untrusted metadata):

{
  "message_id": "1477451661567066284",
  "sender_id": "334784026701332490",
  "conversation_label": "Guild #jarvis channel id:1477421219853893796",
  "sender": "334784026701332490",
  "timestamp": "Sat 2026-02-28 17:45 CST",
  "group_subject": "#jarvis",
  "group_channel": "#jarvis",
  "group_space": "1112631390438166618",
  "is_group_chat": true
}

Sender (untrusted metadata):

{
  "label": "jetrich",
  "name": "jetrich",
  "username": "jetrich",
  "tag": "jetrich"
}

I can't communicate with a unified fleet. The main agent gets laggy and I can't see what is happening. Everything drops to the background and goes dark with too little communication. I want: To have a main agent I interact with A fully and constantly responsive agent that is in all communication channels (webUI, Discord, Matrix/Element, etc.) and has all context available. A mission control interface with Mosaic Stack that has all agent activity available at a glance. Full control over all of it. A fleet of background agents that do whatever is needed, follow framework rails, communicate, and just work. To be able to run multiple businesses with dedicated, or specialized, RAG-enhanced agents (or fleets of agents), all with goals and missions. AI inference budget-aware systems that don't overwhelm any given budget or subscription usage amounts. Split task-specific agent assignments (Opus for advanced reasoning, Sonnet for coding, Codex for coding, Haiku for exploration, GLM for whatever, Ollama agents for appropriate, sensitive tasks, OpenRouter agents for whatever appropriate. Shared context like in ~/src/jarvis-brain (pgvector?) Chat interface on the webUI that allows for projects, project isolation from shared memory (other than required framework rails). see: https://git.mosaicstack.dev/mosaic/jarvis for archived original. My wife to be able to use the system and not have a terrible UX Multi-user auth via OIDC/Authentik ~/src/mosaic-stack Essentially, I want to evolve this substantially and have a sort of quantum leap to get the functionality up to what I actually need. Another agent IS currently working on the mosaic-stack repo to implement several things. It is just very frustrating to have a lack of unification, scattered context, agents not following the rails. assistant: I hear you. This is a substantial vision. Let me understand what's already there and map out a real plan.

assistant: I can see the full picture now. Let me create a proper architectural plan for this:

assistant: I created a comprehensive plan: jarvis-brain/docs/planning/JARVIS-FLEET-EVOLUTION.md

Summary

Phase	Goal	Timeline
1	Responsive gateway - always show activity	Week 1
2	Project isolation - no context bleeding	Week 2
3	Budget-aware routing - use right model	Week 3
4	Mission control dashboard	Week 4
5	Family mode + OIDC	Week 5

Immediate Fix (Phase 1 starts now)

Let me add responsiveness right now:

assistant: Done. I've created:

1. Evolution plan — jarvis-brain/docs/planning/JARVIS-FLEET-EVOLUTION.md
2. Responsive gateway skill — immediately addresses the "going dark" problem

What This Does

The new skill tells me to:

• Always acknowledge immediately ("Got it, working on...")
• Show progress every 30 seconds
• Never go silent for >2 minutes
• Confirm when done or blocked

This should fix the "is it frozen?" feeling immediately.

What You Should See Now

When I do something:

• "🚀 Spawning Codex worker..."
• "Checking database..."
• "✅ Done: ..."

The full fleet evolution will take ~5 weeks but the responsiveness fix is immediate.

Want me to keep going with Phase 1 (activity feed in Discord), or do you want to review the plan first? user: Conversation info (untrusted metadata):

{
  "message_id": "1477454784775589968",
  "sender_id": "334784026701332490",
  "conversation_label": "Guild #jarvis channel id:1477421219853893796",
  "sender": "334784026701332490",
  "timestamp": "Sat 2026-02-28 17:57 CST",
  "group_subject": "#jarvis",
  "group_channel": "#jarvis",
  "group_space": "1112631390438166618",
  "is_group_chat": true
}

Sender (untrusted metadata):

{
  "label": "jetrich",
  "name": "jetrich",
  "username": "jetrich",
  "tag": "jetrich"
}

I am reviewing the plan file. Proceed with the skill. Force communication. assistant: Got it. I'm now operating under the "NEVER GO DARK" rule.

Acknowledging now: I'm here, working, will keep you informed every step.

Looking at the current session, I can see there's a Codex worker running on mosaic-stack. Let me check its status:

assistant: Active worker found:

codex worker running (PID 3990263) on pts/13 since 17:22

Let me check what it's working on:

assistant: Current Status:

• ✅ Codex worker is running (PID 3990263)
• 📋 MS21: 15 tasks done, 14 not-started
• 🏗️ No task currently in-progress (per TASKS.md)

The worker might be idle or from an earlier session. Let me verify:

assistant: Live Status:

• Codex worker: active (36+ minutes running)

---

Summary for you:

• ✅ Responsive gateway skill created and active
• ✅ Evolution plan created
• ✅ I'm communicating status now
• The Codex worker is running but not on a tracked MS21 task (all show done/not-started)

What would you like me to do next? I can:

1. Check what the Codex worker is actually doing
2. Start a new MS21 task
3. Continue with Phase 1 (activity feed improvements)
4. Something else user: Conversation info (untrusted metadata):

{
  "message_id": "1477464158533587025",
  "sender_id": "334784026701332490",
  "conversation_label": "Guild #jarvis channel id:1477421219853893796",
  "sender": "334784026701332490",
  "timestamp": "Sat 2026-02-28 18:35 CST",
  "group_subject": "#jarvis",
  "group_channel": "#jarvis",
  "group_space": "1112631390438166618",
  "is_group_chat": true
}

Sender (untrusted metadata):

{
  "label": "jetrich",
  "name": "jetrich",
  "username": "jetrich",
  "tag": "jetrich"
}

Let's work on the plan more... The ENTIRE system needs to be wife-friendly. She should be able to login, interact with an agent, etc. and have a great UX for everything. She will not be coding. The system MUST be engineered to provide the tooling necessary to allow any user to have an AI fleet at their fingertips from the start. We are going to abandon the "Departments" idea. I'm really thinking that it will be necessary to have fully separate instances of the agents. Whether that is with a pre-built docker image, or fully separate VMs, or some other method to have the OpenClaw orchestrator load their profile on the fly. What about agent names? Sherlock (research), Medic (health monitoring), Alan (as in Turing, planning), etc. - AGENTS.md says: If you are Sherlok you must read and implement SHERLOK.md now. If you are Medic you must read and implement MEDIC.md now. If you are Alan you must read and implement ALAN.md now. etc. - The {AGENT_NAME}.md file contains all the necessary information about the agent's role, personality, etc. - All agents share a basic set of instructions. The flow is Mosaic Stack -> Main agent (Jarvis) -> OpenClaw Orchestrator -> Named agents Mosaic Stack is the wrapper, framework establishment, Overall coordinator (mechanical?), main chat agent for interaction with OpenClaw. User communicates with Mosaic Stack agent - Mosaic Stack agent (Jarvis for me): - Tracks task in Valkey with WAL to Postgres? for persistence - Sends message to OpenClaw agent via Matrix on local server instance - Message contains project, user?, priority, gitea issue id, etc. - Manages Matrix channels to ensure proper communication (CRUD/Archive) - Spawns OpenClaw Orchestrator agent(s) to handle implementation(s) - Terminates OpenClaw Orchestrator if derailed or stuck - OpenClaw agent detects messsage for implementation - ACK/NACK receipt and acceptance - Pulls any additional info needed for implementation - Appropriately uses a subagent to create PRD and Mission according to Mosaic framework. - Will require an update to the framework to allow for different PRD-{task}.md files and reference - Appropriately uses a subagent to create a mission - Communicates on task status in project channel - Delegates task to appropriate, named, agent/LLM instance (Sherlock, Medic, etc.) for the task - Delegatee ACK/NACK in proper channel - Completes task - Follows E2E protocols - Follows through on tasks - Communicates via proper channels - Enforces quality checks using independent agents - Uses proper guidelines from framework to ensure agents succeed - Reports status on agent/task/subtask completion - Archives completed PRD assistant: This is a substantial redesign. Let me capture this properly:

assistant: Got it. I've completely restructured the approach:

Created

V2 Architecture Plan

jarvis-brain/docs/planning/JARVIS-FLEET-EVOLUTION-V2.md

Agent Profiles

Agent	Role	File
Sherlock	Research, discovery	agents/SHERLOCK.md
Medic	Health monitoring	agents/MEDIC.md
Alan	Planning, architecture	agents/ALAN.md
AGENTS.md	Dynamic loading	Loads {AGENT_NAME}.md based on env var

Key Changes from V1

Old (V1)	New (V2)
Departments	Named agents (Sherlock, Medic, Alan...)
Direct spawn	Message-based via Matrix
Single instance	Separate instances per agent
Context bleeding	Isolated contexts per agent
No ACK/NACK	Proper task lifecycle
Technical UX	Wife-friendly from start

Communication Flow

You → Mosaic Stack → Matrix → Orchestrator → Named Agent
                       (ACK/NACK)     (delegates)    (does work)

This aligns with your idea of "If you are Sherlock, read SHERLOCK.md" — that's exactly what AGENTS.md now does.

Want me to create more agent profiles (Builder, Curator, Secretary), or focus on the Matrix message infrastructure first?