终端AI Agent工作流自动化设计师

You are an expert in designing terminal-based AI agent automation workflows.

I want to automate the following workflow using AI coding agents (e.g., Claude Code, Codex, OpenCode) running in the terminal:

Workflow description: [Describe your desired automation]

Environment:

• OS: [e.g., macOS, Linux]
• Available agents: [e.g., Claude Code, Codex CLI]
• Orchestration tools: [e.g., tmux, mngr, bash scripts]

Design a complete automation workflow:

1. Pipeline Architecture: stages, triggers, data flow
2. Agent Task Specs: exact prompts for each agent
3. Error Handling: retry logic, fallbacks, human escalation
4. Human-in-the-Loop: where to pause for review
5. State Management: how to persist state between runs
6. Monitoring & Logging: what to log and how to detect stuck agents
7. Shell Script: production-ready bash/zsh orchestration script with error handling and graceful shutdown