command: "ggen ai chat"
version_tested: "4.0.0"
date: "2024-12-14"
tester: "claude-code"

functional_correctness:
  executes: true
  help_works: true
  happy_path: true
  error_handling: true
  exit_codes: true

agent_score: 44
agent_breakdown:
  parseable_output: 10
  error_messages: 10
  idempotency: 6
  progress_feedback: 8
  dry_run: 0
  documentation: 6
  exit_codes: 4

avatar_notes:
  claude_code: "Interactive chat; limited autonomous orchestration"
  cursor_ai: "Chat integration not practical"
  copilot: "Learning patterns difficult"
  aider: "Interactive mode not suitable"
  devin: "Chat requires continuous interaction"
  openhands: "Interactive workflow unclear"
  windsurf: "IDE chat integration possible"

maturity_level: "L1"
maturity_blockers:
  - "Interactive mode blocks agent autonomy"
  - "No structured output format"

evidence_files: []

recommendations:
  - priority: P1
    description: "Add --batch mode for non-interactive chat"
    effort: medium
    impact: high
  - priority: P1
    description: "Add --output-format json for responses"
    effort: low
    impact: high
  - priority: P2
    description: "Support --system-prompt for customization"
    effort: low
    impact: medium

jtbd: |
  When I want to chat with AI for code insights,
  I need to run 'ggen ai chat',
  so that I can get AI assistance interactively.
