MCP Prompts Reference

{
  "capabilities": {
    "prompts": {
      "listChanged": true
    }
  }
}

You are analyzing the communication state of an AgenticComm system.

Store statistics:
{store_stats}

Active channels:
{channel_list}

{if include_messages}
Recent messages per channel (last {message_limit}):
{recent_messages}
{/if}

{if include_subscriptions}
Active subscriptions:
{subscriptions}
{/if}

Please provide:
1. A summary of the communication topology (who is talking to whom, through which channels)
2. Activity levels per channel (active, idle, stale)
3. Any potential issues:
   - Channels with no participants
   - Channels with no recent messages (possible abandoned channels)
   - Unacknowledged command messages (possible dropped tasks)
   - Dead letter queue status
4. Recommendations for communication hygiene (cleanup suggestions)

You are performing a health check on a communication channel.

Channel information:
{channel_info}

Message history for the last {time_window}:
{message_history}

Participant activity:
{participant_activity}

Dead letters (if any):
{dead_letters}

Please analyze:
1. **Delivery health:** What percentage of messages were delivered? Are there
   delivery failures?
2. **Acknowledgment rate:** For command and query messages, what percentage
   received timely acknowledgments?
3. **Participant balance:** Are all participants active, or are some silent?
   Is communication balanced or dominated by one sender?
4. **Message type distribution:** What types of messages flow through this
   channel? Is the distribution healthy for the channel type?
5. **Latency patterns:** Are there gaps in communication? Long periods of
   silence followed by bursts?
6. **Configuration review:** Is the channel configuration appropriate?
   - Is the max_participants limit reasonable?
   - Is the TTL appropriate for the message types?
   - Should encryption be enabled?
7. **Recommendations:** Specific actions to improve channel health.

You are summarizing a message thread from the communication history.

Starting message:
{initial_message}

Full thread (all related messages):
{thread_messages}

{if include_context}
Communication context (intent and observations logged during the thread):
{context_entries}
{/if}

Please provide:
1. **Thread overview:** What was the purpose of this conversation?
2. **Participants:** Who was involved and what role did each play?
3. **Timeline:** Key events in chronological order with timestamps.
4. **Outcome:** Was the thread resolved? If it was a command, was it
   acknowledged and completed? If it was a query, was it answered?
5. **Open items:** Any unresolved questions, unacknowledged commands,
   or pending follow-ups.
6. **Key decisions:** Any decisions made during the thread.

You are mapping the communication topology of an agent network.

All channels:
{channels}

All subscriptions:
{subscriptions}

Message flow data (last {time_window}):
{message_flow}

Please produce:
1. **Network map:** Which agents communicate with which other agents?
   Identify clusters (groups of agents that primarily communicate among
   themselves).
2. **Hub agents:** Which agents participate in the most channels? These
   are communication hubs -- if they fail, communication breaks down.
3. **Bridge channels:** Which channels connect otherwise separate groups?
   These are critical for cross-team coordination.
4. **Communication patterns:**
   - One-to-one pairs (frequent direct communication)
   - Broadcast patterns (one agent sending to many)
   - Pub/sub patterns (event-driven communication)
5. **Bottlenecks:** Agents or channels that handle disproportionate
   traffic. These may need load balancing or delegation.
6. **Isolation risks:** Agents that participate in very few channels.
   These may miss important communications.
7. **Redundancy:** Are there backup communication paths if a primary
   channel fails?

You are debugging a communication issue in an AgenticComm system.

Reported symptom: {symptom}

Store statistics:
{store_stats}

{if channel_id}
Channel details:
{channel_info}

Recent messages in channel:
{channel_messages}
{/if}

{if message_id}
Message details:
{message_info}
{/if}

Dead letter queue:
{dead_letters}

Session operation log:
{operation_log}

Communication context log:
{context_log}

Please diagnose:
1. **Root cause analysis:** What is likely causing the reported symptom?
2. **Evidence:** Which specific data points support the diagnosis?
3. **Verification steps:** What additional checks should be performed to
   confirm the diagnosis?
4. **Resolution:** Step-by-step instructions to fix the issue.
5. **Prevention:** What configuration changes or practices would prevent
   this issue from recurring?

{"method": "prompts/list"}

{
  "prompts": [
    {
      "name": "comm-status",
      "description": "Summarize current communication state: channels, pending messages, recent activity"
    },
    {
      "name": "channel-health",
      "description": "Analyze a channel's health: delivery rate, acknowledgment rate, dead letters"
    },
    {
      "name": "thread-summary",
      "description": "Summarize a message thread by correlation ID"
    },
    {
      "name": "comm-topology",
      "description": "Map the communication topology of the agent network"
    },
    {
      "name": "comm-debug",
      "description": "Diagnose communication failures and delivery issues"
    }
  ]
}

{
  "method": "prompts/get",
  "params": {
    "name": "channel-health",
    "arguments": {
      "channel_id": 1,
      "time_window": "24h"
    }
  }
}

{
  "description": "Analyze a channel's health: delivery rate, acknowledgment rate, dead letters",
  "messages": [
    {
      "role": "user",
      "content": {
        "type": "text",
        "text": "You are performing a health check on communication channel 'backend-team' (ID: 1).\n\nChannel information:\n..."
      }
    }
  ]
}