Use AskUserQuestion with these options:
- "Build a new agent" → Then invoke /hive-create
- "Test an existing agent" → Then invoke /hive-test
- "Learn agent concepts" → Then invoke /hive-concepts
- "Optimize agent design" → Then invoke /hive-patterns
- "Set up credentials" → Then invoke /hive-credentials
- "Debug a failing agent" → Then invoke /hive-debugger
- "Other" (please describe what you want to achieve)

"Need to understand agent concepts" → hive-concepts
"Build a new agent" → hive-create
"Optimize my agent design" → hive-patterns
"Need client-facing nodes or feedback loops" → hive-patterns
"Set up API keys for my agent" → hive-credentials
"Test my agent" → hive-test
"My agent is failing/stuck/has errors" → hive-debugger
"Not sure what I need" → Read phases below, then decide
"Agent has structure but needs implementation" → See agent directory STATUS.md

exports/agent_name/
├── __init__.py          (package exports)
├── __main__.py          (CLI interface)
├── agent.py             (goal, graph, agent class)
├── nodes/__init__.py    (node specifications)
├── config.py            (configuration)
├── implementations.py   (may be created for Python functions)
└── README.md            (documentation)

User: "Build an agent that monitors files"
→ Use /hive-create
→ Agent structure created
→ Use /hive-test
→ Tests created and passing
→ Done: Production-ready agent

User: "Build an agent (first time)"
→ Use /hive-concepts (understand concepts)
→ Use /hive-create (build structure)
→ Use /hive-patterns (optimize design)
→ Use /hive-test (validate)
→ Done: Production-ready agent

User: "Build an agent based on the deep research template"
→ Use /hive-create
→ Select "From a template" path
→ Pick template, name new agent
→ Review/modify goal, nodes, graph
→ Agent exported with customizations
→ Use /hive-test
→ Done: Customized agent

User: "Test my agent at exports/my_agent"
→ Skip Phase 1
→ Use /hive-test directly
→ Tests created
→ Done: Validated agent

User: "Build an agent"
→ Use /hive-create (Phase 1)
→ Implementation needed (see STATUS.md)
→ [User implements functions]
→ Use /hive-test (Phase 2)
→ Tests reveal bugs
→ [Fix bugs manually]
→ Re-run tests
→ Done: Working agent

User: "Build an agent with human review and feedback loops"
→ Use /hive-concepts (learn event loop, client-facing nodes)
→ Use /hive-create (build structure with feedback edges)
→ Use /hive-patterns (implement client-facing + feedback patterns)
→ Use /hive-test (validate review flows and edge routing)
→ Done: Agent with HITL checkpoints and review loops

hive (meta-skill)
    │
    ├── hive-concepts (foundational)
    │   ├── Architecture concepts (event loop, judges)
    │   ├── Node types (event_loop, function)
    │   ├── Edge routing and priority
    │   ├── Tool discovery procedures
    │   └── Workflow overview
    │
    ├── hive-create (procedural)
    │   ├── Creates package structure
    │   ├── Defines goal
    │   ├── Adds nodes (event_loop, function)
    │   ├── Connects edges with priority routing
    │   ├── Finalizes agent class
    │   └── Requires: hive-concepts
    │
    ├── hive-patterns (reference)
    │   ├── Client-facing interaction patterns
    │   ├── Feedback edges and review loops
    │   ├── Judge patterns (implicit, SchemaJudge)
    │   ├── Fan-out/fan-in parallel execution
    │   └── Context management and anti-patterns
    │
    ├── hive-credentials (utility)
    │   ├── Detects missing credentials
    │   ├── Offers auth method choices (Aden OAuth, direct API key)
    │   ├── Stores securely in ~/.hive/credentials
    │   └── Validates with health checks
    │
    ├── hive-test (validation)
    │   ├── Reads agent goal
    │   ├── Generates tests
    │   ├── Runs evaluation
    │   └── Reports results
    │
    └── hive-debugger (troubleshooting)
        ├── Monitors runtime logs (L1/L2/L3)
        ├── Identifies retry loops, tool failures
        ├── Categorizes issues (10 categories)
        └── Provides fix recommendations

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