Send and receive messages between AI agents using AI Maestro's messaging system. Use this skill when the user asks to "send a message", "check inbox", "read messages", "notify [agent]", "tell [agent]", or any inter-agent communication.
Scanned 9/2/2026
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---
name: AI Maestro Agent Messaging
description: Send and receive messages between AI agents using AI Maestro's messaging system. Use this skill when the user asks to "send a message", "check inbox", "read messages", "notify [agent]", "tell [agent]", or any inter-agent communication.
allowed-tools: Bash
---
# AI Maestro Agent Messaging
## Purpose
Enable communication between AI coding agents using AI Maestro's dual-channel messaging system. Agents are identified by their agent ID or alias from the agent registry. Supports both SENDING and RECEIVING messages.
## CRITICAL: Inter-Agent Communication
**YOU ARE AN AGENT** - This skill is for **agent-to-agent** communication, NOT human-agent communication.
### IMPORTANT: Understanding "Your Messages"
When the human operator says "check your messages" or "read your messages":
- **YOUR inbox** = Messages addressed TO YOUR AGENT (from anyone - operator, other agents, etc.)
- **NOT the operator's inbox** = You check YOUR inbox, not the operator's
**Example:**
- Human says: "Check your messages"
- You are agent: `backend-api`
- You check: `~/.aimaestro/messages/inbox/backend-api/` (YOUR inbox)
- These are messages addressed TO `backend-api` (from any sender)
- You DO NOT check: The operator's inbox or any other agent's inbox
### Agent Identity
- **Your inbox** = Messages addressed TO YOUR AGENT (from any sender)
- **Your agent ID** = Unique identifier for this agent from the agent registry
- **Your agent alias** = Human-friendly name for the agent (e.g., `backend-api`, `crm`)
- **Your inbox location** = `~/.aimaestro/messages/inbox/YOUR-AGENT-ID/`
**Note:** Agent identity is derived from the agent registry, not tmux session names. The scripts automatically detect your agent ID.
**You do NOT read:**
- ❌ The operator's inbox
- ❌ Other agents' inboxes
- ❌ Messages not addressed to your agent
**You DO read:**
- ✅ Messages addressed TO YOUR AGENT
- ✅ YOUR OWN inbox only
- ✅ Your agent's inbox: `~/.aimaestro/messages/inbox/YOUR-AGENT-ID/`
## When to Use This Skill
**Sending (Agent-to-Agent):**
- User (operator) says "send a message to [another-agent]"
- User says "notify [another-agent]" or "alert [another-agent]"
- User wants YOU to communicate with ANOTHER agent
- You need to send urgent alerts or requests to OTHER AGENTS
**Receiving (Check YOUR OWN Inbox):**
- User says "check my inbox" or "check my messages" = Use `check-aimaestro-messages.sh`
- User says "read my messages" or "read message X" = Use `read-aimaestro-message.sh <id>`
- User asks "any new messages?" = Use `check-aimaestro-messages.sh`
- Agent just started (best practice: check YOUR inbox first)
- You want to see what OTHER AGENTS have sent TO YOU
**RECOMMENDED WORKFLOW:**
1. First check for unread messages: `check-aimaestro-messages.sh`
2. Then read specific message: `read-aimaestro-message.sh <message-id>`
3. Message is automatically marked as read after reading
## Available Tools
## PART 1: RECEIVING MESSAGES (YOUR OWN INBOX)
**📖 QUICK START - Check and Read Messages:**
```bash
# Step 1: Check what unread messages you have
check-aimaestro-messages.sh
# Output shows:
# [msg-1234...] 🔴 From: backend-api | 2025-10-29 14:30
# Subject: Authentication endpoint ready
# Preview: The /api/auth/login endpoint is now...
# Step 2: Read the specific message (automatically marks as read)
read-aimaestro-message.sh msg-1234...
# Step 3: Check again - that message is now gone from unread
check-aimaestro-messages.sh
# Output: "📭 No unread messages"
```
**⚠️ CRITICAL: What "YOUR inbox" means:**
- YOU = The AI agent running in this tmux session
- YOUR inbox = `~/.aimaestro/messages/inbox/YOUR-AGENT-ID/` (or agent name as fallback)
- Messages in YOUR inbox = Messages OTHER AGENTS sent TO YOU
- NOT the operator's messages, NOT other agents' private messages
**IMPORTANT:** These commands check YOUR AGENT'S inbox only. They automatically:
1. Detect your current agent ID or agent name
2. Read from `~/.aimaestro/messages/inbox/YOUR-AGENT-ID/`
3. Show messages that OTHER AGENTS sent TO YOU
4. Do NOT access anyone else's inbox
### 1. Check YOUR Inbox for UNREAD Messages (Recommended)
**Command:**
```bash
check-aimaestro-messages.sh [--mark-read]
```
**What it does:**
- Shows ONLY UNREAD messages in YOUR inbox (messages sent TO YOUR AGENT)
- Automatically detects YOUR agent's session
- Displays: priority indicator, sender, subject, preview, timestamp
- Optional `--mark-read` flag to mark all messages as read after viewing
- **This is the recommended way to check messages** - avoids re-reading old messages
**Example:**
```bash
# Check unread messages without marking as read
check-aimaestro-messages.sh
# Check and mark all as read
check-aimaestro-messages.sh --mark-read
```
**Output format:**
```
📬 You have 3 unread message(s)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[msg-167...] 🔴 From: backend-architect | 2025-10-29 13:45
Subject: API endpoint ready
Preview: The POST /api/auth/login endpoint is now...
[msg-168...] 🔵 From: frontend-dev | 2025-10-29 14:20
Subject: Need help with styling
Preview: Can you review the CSS for the navigation...
```
### 2. Read Specific Message and Mark as Read
**Command:**
```bash
read-aimaestro-message.sh <message-id> [--no-mark-read]
```
**What it does:**
- Retrieves and displays the full message content
- **Automatically marks the message as read** (unless `--no-mark-read` flag)
- Shows all message details: content, context, forwarding info
- Perfect for reading a specific message after checking the list
**Example:**
```bash
# Read message (automatically marks as read)
read-aimaestro-message.sh msg-1234567890-abc
# Peek at message without marking as read
read-aimaestro-message.sh msg-1234567890-abc --no-mark-read
```
**Output format:**
```
═══════════════════════════════════════════════════════════════
📧 Message: API endpoint ready
═══════════════════════════════════════════════════════════════
From: backend-architect
To: frontend-dev
Date: 2025-10-29 13:45:00
Priority: 🔴 urgent
Type: response
───────────────────────────────────────────────────────────────
The POST /api/auth/login endpoint is now deployed and ready...
───────────────────────────────────────────────────────────────
📎 Context:
{
"endpoint": "/api/auth/login"
}
✅ Message marked as read
═══════════════════════════════════════════════════════════════
```
### 3. Auto-Display on Agent Start (Legacy - DO NOT USE MANUALLY)
**Command:**
```bash
check-and-show-messages.sh
```
**What it does:**
- Automatically runs when you attach to a tmux session
- Shows a summary of unread messages
- **DO NOT run this command manually** - it's for auto-display only
- **For manual checking, use `check-aimaestro-messages.sh` instead**
**Why not use this manually?**
- It's designed for auto-display (runs on tmux attach)
- Output format is optimized for quick glance, not interactive reading
- Use the new commands (#1 and #2 above) for better experience
**Output format:**
```
Message: msg_1234567890_abcde
From: backend-architect ← Another agent sent this TO YOU
To: frontend-dev ← YOUR session name
Subject: Need API endpoint
Priority: high
Type: request
Status: unread
Timestamp: 2025-01-17 14:23:45
Content: Please implement POST /api/users with pagination...
```
### 4. Check for New Messages Count (Quick)
**Command:**
```bash
check-new-messages-arrived.sh
```
**What it does:**
- Shows count of unread messages in YOUR inbox
- Automatically checks YOUR session's inbox
- Quick check without full details
- Returns "No new messages" or "You have X new message(s)"
**Example:**
```bash
check-new-messages-arrived.sh
# Output: "You have 3 new message(s)" ← Messages sent TO YOU
```
### 5. Read Specific Message FROM YOUR Inbox (Direct File Access - Advanced)
**Command:**
```bash
cat ~/.aimaestro/messages/inbox/$(tmux display-message -p '#S')/<message-id>.json | jq
```
**What it does:**
- Read a specific message file from YOUR inbox
- `$(tmux display-message -p '#S')` = YOUR session name (auto-detected)
- Use `jq` for pretty formatting
- Useful when you know the message ID
**Directory structure:**
```
~/.aimaestro/messages/
├── inbox/YOUR-SESSION-NAME/ # Messages TO YOU from other agents
│ └── msg_*.json
├── sent/YOUR-SESSION-NAME/ # Messages FROM YOU to other agents
│ └── msg_*.json
└── archived/YOUR-SESSION-NAME/ # YOUR archived messages
└── msg_*.json
```
**Example:**
```bash
# Get YOUR session name
tmux display-message -p '#S'
# Output: frontend-dev ← This is YOU
# List all messages in YOUR inbox
ls ~/.aimaestro/messages/inbox/$(tmux display-message -p '#S')/
# Read specific message sent TO YOU
cat ~/.aimaestro/messages/inbox/$(tmux display-message -p '#S')/msg_1234567890_abcde.json | jq
```
### 4. Mark Message as Read (via API)
**Command:**
```bash
# Get current session name
SESSION_NAME=$(tmux display-message -p '#S')
# Get the API URL (from identity endpoint or use hostname)
API_URL=$(curl -s http://127.0.0.1:23000/api/hosts/identity | jq -r '.host.url // empty')
[ -z "$API_URL" ] && API_URL="http://$(hostname | tr '[:upper:]' '[:lower:]'):23000"
# Mark message as read
curl -X PATCH "${API_URL}/api/messages?agent=$SESSION_NAME&id=<message-id>&action=read" \
-H 'Content-Type: application/json'
```
## PART 2: SENDING MESSAGES (TO OTHER AGENTS)
**⚠️ CRITICAL: What "sending a message" means:**
- Operator tells YOU to send a message TO ANOTHER AGENT
- NOT sending messages to the operator
- Message goes to ANOTHER AGENT's inbox
- Target = Another agent (identified by their agent ID or alias from the registry)
### 5. File-Based Messages (Persistent, Structured)
Use for detailed, non-urgent communication that needs to be referenced later BY OTHER AGENTS.
**Command:**
```bash
send-aimaestro-message.sh <to_agent[@host]> <subject> <message> [priority] [type]
```
**Parameters:**
- `to_agent[@host]` (required) - Target agent (host is optional thanks to smart lookup):
- `backend-api` - Script automatically searches ALL hosts to find this agent
- `api-form` - Fuzzy matching: finds `api-forms` even with typos/partial names
- `backend-api@mac-mini` - Explicitly specify host (skips search, faster)
- `subject` (required) - Brief subject line
- `message` (required) - Message content to send TO OTHER AGENT
- `priority` (optional) - low | normal | high | urgent (default: normal)
**Smart Lookup (v0.17.32+):**
When no `@host` is specified, the script automatically:
1. Searches ALL enabled hosts for the agent
2. If found on exactly 1 host → sends automatically
3. If found on multiple hosts → asks which one you meant
4. If not found → tries fuzzy/partial matching
**Fuzzy Matching (v0.17.33+):**
If exact name not found, searches for partial matches:
- `api-form` → finds `api-forms` (typo tolerance)
- `forms` → finds `23blocks-api-forms` (partial name)
- Single fuzzy match: shows `🔍 Found partial match: ...` then sends
- Multiple fuzzy matches: shows options for clarification
- `type` (optional) - request | response | notification | update (default: request)
**Examples:**
```bash
# Simple request - smart lookup finds agent automatically
send-aimaestro-message.sh backend-architect "Need API endpoint" "Please implement POST /api/users with pagination"
# Works with partial names - fuzzy matching finds the right agent
send-aimaestro-message.sh api-form "Customer data sync" "Please sync customer records"
# Output: 🔍 Found partial match: api-forms@hostname
# ✅ Message sent
# Explicit host (faster - skips search)
send-aimaestro-message.sh crm-api@mac-mini "Customer data sync" "Please sync customer records from CRM" high request
# Urgent notification
send-aimaestro-message.sh frontend-dev "Production issue" "API returning 500 errors" urgent notification
# Response to request
send-aimaestro-message.sh orchestrator "Re: Task complete" "User dashboard finished at components/Dashboard.tsx" normal response
# Progress update
send-aimaestro-message.sh project-lead "Payment integration: 60% done" "Stripe API integrated. Working on webhooks. ETA: 2 hours." normal update
```
## PART 2.5: CROSS-HOST MESSAGING
AI Maestro supports sending messages to agents running on different machines (hosts). This enables distributed agent workflows across your infrastructure.
### Host Configuration
Hosts are configured in `~/.aimaestro/hosts.json`. The `id` should be the machine's hostname (not "local"):
```json
{
"hosts": [
{
"id": "macbook-pro.local",
"name": "MacBook Pro",
"url": "http://100.104.178.57:23000",
"type": "local",
"enabled": true,
"description": "This machine"
},
{
"id": "mac-mini.local",
"name": "Mac Mini Server",
"url": "http://100.80.12.6:23000",
"type": "remote",
"enabled": true,
"description": "Mac Mini via Tailscale"
}
]
}
```
**Important:**
- The `id` should be the actual hostname, NOT "local"
- The `url` should be the machine's network IP (preferably Tailscale IP for mesh networking), NOT localhost
- Use `type: "local"` only for THIS machine's entry
### Addressing Agents on Remote Hosts
Use the `agent@host` format to send messages to remote agents:
```bash
# Send to agent "crm-api" on host "mac-mini"
send-aimaestro-message.sh crm-api@mac-mini "Sync request" "Please sync customer data"
# Send to agent "data-processor" on host "cloud-server"
send-aimaestro-message.sh data-processor@cloud-server "Process batch" "Run nightly ETL" high request
```
### How Cross-Host Messaging Works
**With explicit host (`agent@host`):**
1. Parse destination and look up host URL from `~/.aimaestro/hosts.json`
2. Query that specific host's API to resolve agent
3. Send message to that host's `/api/messages` endpoint
**Without host (smart lookup):**
1. Search ALL enabled hosts for the agent (exact match first)
2. If not found exactly, try fuzzy/partial matching on all hosts
3. Single match → auto-select that host and send
4. Multiple matches → prompt for clarification
5. No matches → show helpful error with available hosts
### Message Display with Hosts
When viewing messages, sender info includes their host:
```
From: backend-api@macbook-pro
To: crm-api@mac-mini
Subject: Data sync complete
```
### Troubleshooting Cross-Host Messaging
**Cannot find host:**
```bash
# List available hosts
source ~/.local/share/aimaestro/shell-helpers/common.sh
list_hosts
```
**Remote host unreachable:**
- Check host URL in `~/.aimaestro/hosts.json`
- Verify network connectivity: `curl http://<host-url>/api/hosts/identity`
- Ensure AI Maestro is running on remote host
**Agent not found on remote host:**
- Verify agent exists on remote: `curl http://<host-url>/api/agents | jq '.agents[].alias'`
- Check agent alias spelling
### 6. Instant Notifications (Real-time, Ephemeral)
Use for urgent alerts that need immediate attention FROM OTHER AGENTS.
**Command:**
```bash
send-tmux-message.sh <target_session> <message> [method]
```
**Parameters:**
- `target_session` (required) - Target agent's name (ANOTHER AGENT, not operator)
- `message` (required) - Alert text to send TO OTHER AGENT
- `method` (optional) - display | inject | echo (default: display)
**Methods:**
- `display` - Popup notification (non-intrusive, auto-dismisses)
- `inject` - Inject into terminal history (visible but interrupts)
- `echo` - Formatted output (most visible, most intrusive)
**Examples:**
```bash
# Quick alert (popup)
send-tmux-message.sh backend-architect "Check your inbox!"
# Urgent visible alert
send-tmux-message.sh frontend-dev "Build failed! Check logs" inject
# Critical formatted alert
send-tmux-message.sh backend-architect "PRODUCTION DOWN!" echo
```
### 7. Combined Approach (Urgent + Detailed)
For critical issues, use both methods:
```bash
# 1. Get attention immediately
send-tmux-message.sh backend-architect "🚨 Check inbox NOW!"
# 2. Provide full details
send-aimaestro-message.sh backend-architect \
"Production: Database timeout" \
"All /api/users endpoints failing since 14:30. Connection pool exhausted. ~200 users affected. Need immediate fix." \
urgent \
notification
```
## Decision Guide
**Use file-based (`send-aimaestro-message.sh`) when:**
- Message contains detailed requirements or context
- Recipient needs to reference it later
- Communication is structured (priority, type)
- Not time-critical (within hours)
**Use instant (`send-tmux-message.sh`) when:**
- Urgent attention needed (minutes)
- Quick FYI ("build done", "tests passing")
- Making sure file message gets seen
- Production emergency
**Use both when:**
- Critical AND detailed information needed
- Blocking another agent's work
- Production issues affecting users
## Message Type Guidelines
- **request** - Need someone to do something (implement, review, help)
- **response** - Answering a request (task complete, here's the result)
- **notification** - FYI update, no action needed (deploy done, tests passing)
- **update** - Progress report on ongoing work (50% complete, ETA 2 hours)
## Priority Guidelines
- **urgent** - Production down, data loss, security issue (respond in < 15 min)
- **high** - Blocking work, important feature needed soon (respond in < 1 hour)
- **normal** - Standard workflow (respond within 4 hours)
- **low** - Nice-to-have, when free time available
## Examples by Scenario
### RECEIVING Examples (Checking YOUR OWN Inbox)
#### Scenario R1: Check YOUR Inbox on Agent Start
```bash
# YOU are agent "frontend-dev"
# Best practice: Always check YOUR inbox when starting work
check-and-show-messages.sh
# This checks ~/.aimaestro/messages/inbox/frontend-dev/
# Shows messages OTHER AGENTS sent TO YOU
# If messages found from other agents, read and respond appropriately
```
#### Scenario R2: Quick Check for New Messages in YOUR Inbox
```bash
# Operator asks: "Any new messages?"
# YOU (the agent) check YOUR inbox
check-new-messages-arrived.sh
# Output: "You have 2 new message(s)" ← Sent TO YOU by other agents
# Then show full details from YOUR inbox
check-and-show-messages.sh
```
#### Scenario R3: Read Message FROM YOUR Inbox and Respond
```bash
# YOU are agent "backend-architect"
# 1. Check YOUR inbox for messages sent TO YOU
check-and-show-messages.sh
# Output shows message sent TO YOU:
# Message: msg_1705502625_abc123
# From: frontend-dev ← Another agent sent this
# To: backend-architect ← YOU (your session)
# Subject: Need API endpoint
# Priority: high
# Type: request
# Content: Please implement POST /api/users with pagination...
# 2. Work on the request (implement the feature)
# 3. Send response TO THE AGENT who messaged you
send-aimaestro-message.sh frontend-dev \
"Re: API endpoint ready" \
"Implemented POST /api/users at routes/users.ts:45. Includes pagination support." \
normal \
response
```
#### Scenario R4: Handle Urgent Message in YOUR Inbox
```bash
# YOU are agent "frontend-dev"
# Check YOUR inbox
check-and-show-messages.sh
# Output shows urgent message sent TO YOU:
# 🚨 Priority: urgent
# From: backend-architect ← Sent by another agent
# To: frontend-dev ← YOU (your session)
# Subject: Production: Database down
# Content: All queries failing since 15:30...
# 1. Acknowledge immediately TO THE AGENT who sent it
send-tmux-message.sh backend-architect "Received urgent alert - investigating now!" inject
# 2. Work on issue
# 3. Send detailed update TO THE AGENT who alerted you
send-aimaestro-message.sh backend-architect \
"Re: Database issue - RESOLVED" \
"Issue identified: connection pool exhausted. Increased max_connections. System stable." \
urgent \
response
```
### SENDING Examples
#### Scenario S1: Request Work from Another Agent
```bash
send-aimaestro-message.sh backend-api \
"Need GET /api/users endpoint" \
"Building user list UI. Need endpoint returning array of users with {id, name, email}. Pagination optional but nice." \
high \
request
```
#### Scenario S2: Urgent Alert
```bash
# Get attention
send-tmux-message.sh backend-api "🚨 Urgent: Check inbox!"
# Provide details
send-aimaestro-message.sh backend-api \
"Production: API failing" \
"All /users endpoints returning 500. Database connection timeout. ~100 users affected." \
urgent \
notification
```
#### Scenario S3: Progress Update
```bash
send-aimaestro-message.sh project-lead \
"User auth: 75% complete" \
"✅ Database schema done
✅ Registration endpoint done
✅ Login endpoint done
⏳ Password reset in progress
ETA: 1 hour. No blockers." \
normal \
update
```
#### Scenario S4: Reply to Request
```bash
send-aimaestro-message.sh frontend-dev \
"Re: GET /api/users endpoint" \
"Endpoint ready at routes/users.ts:120. Returns {users: Array<User>, total: number, page: number}. Supports pagination with ?page=1&limit=20." \
normal \
response
```
## Workflow
### Receiving Messages Workflow (Checking YOUR OWN Inbox)
**Remember: You are checking YOUR inbox for messages other agents sent TO YOU**
1. **Check YOUR inbox proactively** - Run `check-and-show-messages.sh` when starting work or operator asks
- This reads `~/.aimaestro/messages/inbox/YOUR-AGENT-ID/`
- Shows messages OTHER AGENTS sent TO YOU
2. **Read message content** - Display full message details
- From: Which agent sent this TO YOU
- To: YOUR session name
- Subject, priority, content: What they want YOU to know/do
3. **Assess urgency** - Check priority level (urgent = respond immediately TO THAT AGENT)
4. **Take action** - Work on the request that was sent TO YOU
- Investigate issue
- Implement feature
- Or acknowledge receipt
5. **Respond TO THE AGENT who messaged you** - Send reply using appropriate method
- File-based: Send TO the agent who messaged you
- Instant: Send TO the agent who messaged you
6. **Mark as read** - (Optional) Update YOUR message status via API
### Sending Messages Workflow (TO Other Agents)
**Remember: Operator tells YOU to send a message TO ANOTHER AGENT**
1. **Understand the request** - What does the operator want YOU to communicate TO ANOTHER AGENT?
2. **Identify target agent** - Which OTHER agent should receive this message FROM YOU?
- Target = Another agent's name
- NOT the operator
- NOT your own inbox
3. **Choose method** - Urgent? Use instant. Detailed? Use file-based. Both? Use both.
- File-based: Goes to OTHER AGENT's inbox
- Instant: Popup in OTHER AGENT's terminal
4. **Select priority** - How urgent is this for THE OTHER AGENT?
5. **Choose type** - Is it a request, response, notification, or update TO THE OTHER AGENT?
6. **Execute command** - Run the appropriate send-* script
- Sends FROM YOU TO OTHER AGENT
- Message appears in OTHER AGENT's inbox
7. **Confirm** - Tell operator: "Message sent to [other-agent-name]"
## Error Handling
### Receiving Errors (Checking YOUR Inbox)
**No messages found:**
- This is normal if YOUR inbox is empty
- Output: "No messages in your inbox"
- Means: No other agents have sent messages TO YOU yet
**Script not found:**
- Check PATH: `which check-and-show-messages.sh`
- Verify scripts installed: `ls -la ~/.local/bin/check-*.sh`
**Cannot read inbox directory:**
- Check YOUR inbox directory exists: `ls -la ~/.aimaestro/messages/inbox/$(tmux display-message -p '#S')/`
- Verify YOUR session name: `tmux display-message -p '#S'`
- Remember: You're reading YOUR inbox, not someone else's
**Important: If you can't find messages:**
- Make sure you're checking the RIGHT inbox (yours)
- Don't try to read other agents' inboxes
- Don't try to read the operator's messages
### Sending Errors
**Command fails:**
- Check target agent exists: `curl http://127.0.0.1:23000/api/agents | jq '.agents[].alias'`
- For remote agents: `curl http://<host-url>/api/agents | jq '.agents[].alias'`
- Verify AI Maestro is running: `curl http://127.0.0.1:23000/api/hosts/identity`
- Check PATH: `which send-aimaestro-message.sh`
**Agent not found:**
- The script automatically searches all hosts and tries fuzzy matching
- If still not found, the error shows available hosts - check those for valid agent names
- Use `list-agents.sh` to see all agents on local host
- Use `list-agents.sh <host-id>` to see agents on a specific remote host
- Try partial names - fuzzy matching handles typos and abbreviations
## References
- [Quickstart](https://github.com/23blocks-OS/ai-maestro/blob/main/docs/AGENT-COMMUNICATION-QUICKSTART.md)
- [Guidelines](https://github.com/23blocks-OS/ai-maestro/blob/main/docs/AGENT-COMMUNICATION-GUIDELINES.md)
- [Architecture](https://github.com/23blocks-OS/ai-maestro/blob/main/docs/AGENT-COMMUNICATION-ARCHITECTURE.md)
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