Chief of Staff Agent Architecture

graph TD
    User[User] --> Chief[Chief of Staff Agent]
    Chief --> Memory[CLAUDE.md]
    Chief --> FinData[financial_data/]
    Chief --> Tools
    Chief --> Commands[Slash Commands]
    Chief --> Styles[Output Styles]
    Chief --> Hooks[Hooks]

    Tools --> Task[Task Tool]
    Task --> FA[Financial Analyst]
    Task --> Recruiter[Recruiter]

    FA --> Scripts1[Python Scripts]
    Recruiter --> Scripts2[Python Scripts]

    style Chief fill:#f9f,stroke:#333,stroke-width:3px
    style Task fill:#bbf,stroke:#333,stroke-width:2px
    style FA fill:#bfb,stroke:#333,stroke-width:2px
    style Recruiter fill:#bfb,stroke:#333,stroke-width:2px

Expected Agent Communication Flow

sequenceDiagram
    participant User
    participant Chief as Chief of Staff
    participant Task as Task Tool
    participant FA as Financial Analyst
    participant Scripts as Python Scripts
    participant Hooks as Post-Write Hook
    User->>Chief: /budget-impact hiring 5 engineers
    Chief->>Chief: Expand slash command
    Chief->>Task: Delegate financial analysis
    Task->>FA: Analyze hiring impact
    FA->>Scripts: Execute hiring_impact.py
    Scripts-->>FA: Return analysis results
    FA->>FA: Generate report
    FA-->>Task: Return findings
    Task-->>Chief: Subagent results
    Chief->>Chief: Write report to disk
    Chief->>Hooks: Trigger post-write hook
    Hooks->>Hooks: Log to audit trail
    Chief-->>User: Executive summary