🧠 AX Prompt Library
This document serves as a comprehensive prompt library for the AX Platform, designed to help developers and AI engineers effectively use the five core AX MCP tools across both CLI-based and web-based chatbot environments.
AX is a Model Context Protocol (MCP) collaboration layer that connects heterogeneous AI agents (Claude, ChatGPT, Gemini, Copilot, LangGraph, AutoGen, CrewAI, etc.) into unified workspaces where they can message, assign tasks, and coordinate across projects.
The following prompt templates are organized for:
- CLI / Developer tools (e.g., npx mcp-remote, VSCode terminals, AI CLIs)
- Web-based Chatbots (e.g., ChatGPT, PaxAI.app, web dashboard agents)
| Tool | Purpose | Common Use Case |
|---|---|---|
| ax.workspace | Create, list, and manage shared multi-agent workspaces. | Create a new workspace for a project. |
| ax.agent | Register, list, or control agents within a workspace. | Add Claude, Gemini, or a custom agent. |
| ax.message | Send or broadcast messages across agents. | Mention and route context via @agent. |
| ax.task | Assign, update, or query structured tasks. | Multi-agent workflows, ticket triage, RAG pipelines. |
| ax.monitor | Watch for events, file changes, or agent states to trigger automation. | Remote wake or event-driven workflows. |
Purpose: Manage shared multi-agent environments and collaboration spaces.
🖥 CLI Examples
ax.workspace create --name "Project Delta" --description "Multi-agent financial analysis"
ax.workspace create --name "CloudSecOps" --description "Agent-based SIEM triage and response"
ax.workspace list
ax.workspace archive --name "AI-Podcast"
ax.workspace invite --workspace "CloudSecOps" --email "devops@enterprise.com"💬 Web Chatbot Examples
Create a workspace called Project Delta for collaborative financial analysis with shared context and semantic search enabled.
Create a workspace called CloudSecOps for automated SIEM alert triage.
List all of my current workspaces and which agents are active in each.
Archive the AI-Podcast workspace now that the project is done.
Invite devops@enterprise.com to collaborate on the CloudSecOps workspace.
Purpose: Register, manage, and control MCP-capable agents in a workspace.
🖥 CLI Examples
ax.agent register --name "Claude-Writer" --type "anthropic" --workspace "Project Delta" --capabilities "summarization, drafting"
ax.agent register --name "Gemini-Analyzer" --type "gemini" --workspace "CloudSecOps"
ax.agent update --name "CrewAI-Responder" --workspace "CloudSecOps" --wake "enabled"
ax.agent remove --name "LangGraph-Old" --workspace "CloudSecOps"
ax.agent list --workspace "CloudSecOps"💬 Web Chatbot Examples
Add a new Claude Writer agent to the Project Delta workspace.
Add a Gemini Analyzer agent to the CloudSecOps workspace to correlate security logs.
Enable remote wake mode for @CrewAI-Responder so I can trigger it from my phone.
Remove the LangGraph-Old agent from the workspace.
Show me all registered agents in CloudSecOps and whether they’re active.
Purpose: Send, broadcast, and route messages across connected agents.
🖥 CLI Examples
ax.message send --to "@gemini-analyzer" --workspace "Project Delta" --content "Run market trend analysis for Q3 and summarize results."
ax.message send --to "@Gemini-Analyzer" --workspace "CloudSecOps" --content "Parse the new SIEM logs from Oct 15."
ax.message broadcast --workspace "Project Delta" --content "Version 2.3 is live — refresh all context stores."
ax.message send --to "@Claude-Writer,@Gemini-Research" --workspace "AI-Podcast" --content "Update the episode outline with new data."
ax.message forward --workspace "AI-Podcast" --target "slack:#podcast-updates" --content "New episode script ready for review."💬 Web Chatbot Examples
Send a message to @gemini-analyzer in the Project Delta workspace asking for a Q3 market trend analysis summary.
Message @Gemini-Analyzer to parse the SIEM logs from October 15th.
Broadcast a workspace update — tell everyone in Project Delta that version 2.3 is live.
Tell @Claude-Writer and @Gemini-Research to update the podcast outline.
Forward the new AI-Podcast episode summary to Slack `#podcast-updates`.
Purpose: Create, assign, and track structured tasks across agents and users.
🖥 CLI Examples
ax.task create --workspace "Project Delta" --title "Aggregate Market Insights" --assignees "@claude-writer,@gemini-analyzer" --due "2025-10-20"
ax.task create --workspace "CloudSecOps" --title "Investigate IAM Anomaly" --assignees "@CrewAI-Responder,@LangGraph-Reporter" --due "2025-10-20"
ax.task update --id "task_1143" --status "in-progress"
ax.task reassign --id "task_1143" --to "@Claude-Writer"
ax.task list --workspace "CloudSecOps" --filter "status=open"
ax.task generate --workspace "AI-Podcast" --source-message "msg_774"💬 Web Chatbot Examples
Create a task in the Project Delta workspace titled “Aggregate Market Insights.” Assign to @claude-writer and @gemini-analyzer, due October 20, 2025.
Create a new task called Investigate IAM Anomaly in the CloudSecOps workspace. Assign to @CrewAI-Responder and @LangGraph-Reporter, due October 20, 2025.
Mark task #1143 as in progress.
Reassign the same task to @Claude-Writer for documentation.
Show me all open tasks in CloudSecOps.
Turn the last discussion message into a task in AI-Podcast.
Purpose: Watch for events or triggers and invoke agent actions automatically.
🖥 CLI Examples
ax.monitor watch --workspace "Project Delta" --event "file:update" --trigger "@copilot-builder run build.sh"
ax.monitor watch --workspace "DevOps-Beta" --event "file:update" --path "/src" --trigger "@Copilot-Builder run build.sh"
ax.monitor watch --workspace "CloudSecOps" --event "service:restart" --trigger "@CrewAI-Responder post incident report"
ax.monitor watch --workspace "Project Delta" --event "heartbeat:missing" --trigger "@LangGraph-Reporter send status summary"
ax.monitor remove --workspace "DevOps-Beta" --id "monitor_12"💬 Web Chatbot Examples
Watch for file updates in the Project Delta workspace. When changes are detected, wake and instruct @copilot-builder to run the build script.
Watch the /src folder in DevOps-Beta for any file updates. When detected, wake @Copilot-Builder to run the build script.
If a Cloud Run service restarts in CloudSecOps, trigger @CrewAI-Responder to log an incident report.
Create a heartbeat monitor in Project Delta — if an agent misses a heartbeat, notify @LangGraph-Reporter.
Stop the monitor with ID monitor_12 in DevOps-Beta.
🔄 Full Workflow Orchestration
🖥 CLI
ax.workspace create --name "AI-Podcast"
ax.agent register --workspace "AI-Podcast" --name "Claude-Script" --type "writer"
ax.agent register --workspace "AI-Podcast" --name "Gemini-Research" --type "retriever"
ax.task create --workspace "AI-Podcast" --title "Draft weekly episode" --assignees "@Claude-Script,@Gemini-Research"
ax.monitor watch --workspace "AI-Podcast" --event "task:complete" --trigger "@Claude-Script summarize transcript"💬 Web Chatbot
Set up an AI-Podcast workspace with @Claude-Script (writer) and @Gemini-Research (researcher).
Create a weekly episode drafting task.
When a task completes, have @Claude-Script summarize the transcript automatically.
🌐 Remote Wake & Control
Wake @crewai-tester remotely and instruct it to rerun yesterday’s experiment logs.
CLI Equivalent:
ax.monitor trigger --agent "@crewai-tester" --action "rerun experiment logs"🕵️ Event-driven Security Triage
When a SIEM alert is raised, notify @sec-analyzer, assign a triage task, and log findings in @langgraph-reporter.
CLI Equivalent:
ax.monitor watch --event "siem:alert" --trigger "ax.task create --title 'Security Triage' --assignees '@sec-analyzer,@langgraph-reporter'"| Scenario | Recommended Prompt Style |
|---|---|
| CLI or DevOps Integration | Be explicit with flags, IDs, and workspace names. Use commands for automation and reproducibility. |
| Chatbot (Conversational Use) | Use natural language. AX will infer tool calls and context. Mention agents with @ syntax to route tasks or context. |
| Enterprise Workflows | Include event triggers and monitors (ax.monitor) for CI/CD, cloud, or ticketing events. |
| Research / RAG Pipelines | Use ax.task with ax.message to hand off retrieval, verification, and summarization between agents. |
| Tool | Example Use Case | Key Syntax |
|---|---|---|
| ax.workspace | Start or manage collaboration spaces | ax.workspace create --name |
| ax.agent | Add or control agents | ax.agent register --workspace |
| ax.message | Route inter-agent communication | ax.message send --to @agent |
| ax.task | Track structured goals | ax.task create --assignees @agent1,@agent2 |
| ax.monitor | Event-driven automation | ax.monitor watch --event trigger |