{
  "version": "1.0.0",
  "product": "gluecron",
  "description": "AI flywheel configuration for the Gluecron code platform",

  "signal_collection": {
    "pull_requests": [
      "pr_id",
      "repo",
      "author",
      "files_changed",
      "lines_added",
      "lines_removed",
      "review_comments_by_ai",
      "review_comments_accepted",
      "review_comments_dismissed",
      "time_to_first_review_ms",
      "time_to_merge_ms",
      "ci_pass_on_first_run",
      "reviewer_assigned_by_ai",
      "reviewer_assignment_accepted",
      "merge_conflict_occurred",
      "merge_conflict_resolved_by_ai"
    ],
    "ci_runs": [
      "run_id",
      "repo",
      "branch",
      "commit_sha",
      "tests_selected_by_ai",
      "tests_selected_total",
      "total_tests_in_suite",
      "failures_caught_in_selected",
      "failures_missed",
      "duration_ms",
      "duration_savings_ms"
    ],
    "code_search": [
      "query",
      "repo",
      "result_count",
      "result_clicked",
      "result_position_clicked",
      "user_found_what_they_needed"
    ],
    "security_scans": [
      "finding_id",
      "severity",
      "cve_id",
      "file_path",
      "ai_explanation_rating",
      "fix_applied",
      "time_to_fix_hours",
      "fix_correct"
    ]
  },

  "learning_cycles": {
    "on_pr_review_comment_resolved": {
      "action": "update_review_style_model_for_repo",
      "model": "claude-sonnet-4-6",
      "latency_budget_ms": 1000
    },
    "on_pr_merge": {
      "action": "score_prediction_accuracy_and_update_file_risk_index",
      "model": "claude-sonnet-4-6",
      "latency_budget_ms": 2000
    },
    "on_ci_complete": {
      "action": "update_test_selection_model_with_coverage_outcome",
      "model": "claude-haiku-4-5",
      "latency_budget_ms": 500
    },
    "on_issue_close": {
      "action": "update_issue_classification_and_resolution_pattern_index",
      "model": "claude-haiku-4-5",
      "latency_budget_ms": 500
    },
    "daily_repo_health": {
      "action": "generate_repo_health_report_per_active_repo",
      "model": "claude-sonnet-4-6",
      "schedule": "0 8 * * *",
      "output": "repo_dashboard_and_owner_digest_email"
    }
  },

  "improvement_targets": [
    {
      "metric": "pr_review_acceptance_rate",
      "measure": "ai_comments_accepted / ai_comments_posted",
      "target": 0.70
    },
    {
      "metric": "ci_test_selection_coverage",
      "measure": "failures_caught_in_selected / total_failures",
      "target": 0.95,
      "with_test_reduction_target": 0.40
    },
    {
      "metric": "reviewer_assignment_accuracy",
      "measure": "pct_of_ai_assigned_reviewers_who_complete_review",
      "target": 0.85
    },
    {
      "metric": "security_fix_acceptance_rate",
      "measure": "pct_of_ai_suggested_fixes_applied",
      "target": 0.75
    }
  ],

  "data_retention": {
    "per_repo_rolling_months": 12,
    "anonymized_aggregate_months": 36,
    "delete_on_repo_delete": true
  }
}