command: "ggen ai suggest"
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: 54
agent_breakdown:
  parseable_output: 15
  error_messages: 12
  idempotency: 15
  progress_feedback: 6
  dry_run: 10
  documentation: 2
  exit_codes: 4

avatar_notes:
  claude_code: "Suggestions useful for improvement"
  cursor_ai: "Suggestions in IDE helpful"
  copilot: "Suggestion patterns learnable"
  aider: "Can apply suggestions to code"
  devin: "Can autonomously apply suggestions"
  openhands: "Customizable suggestion parameters"
  windsurf: "Suggestion visualization in editor"

maturity_level: "L2"
maturity_blockers:
  - "Minimal documentation"
  - "Exit codes not semantic"

evidence_files: []

recommendations:
  - priority: P1
    description: "Add comprehensive documentation with examples"
    effort: low
    impact: high
  - priority: P1
    description: "Add semantic exit codes"
    effort: low
    impact: medium
  - priority: P2
    description: "Add --category flag for targeted suggestions"
    effort: low
    impact: low

jtbd: |
  When I want AI suggestions for improvement,
  I need to run 'ggen ai suggest' with code/object path,
  so that I can get improvement recommendations.
