{
  "schema_version": "ai_agent_owner_approved_learning_dry_run_v1",
  "generated_at": "2026-06-11T23:59:58+08:00",
  "program_status": {
    "overall_completion_percent": 88,
    "current_priority": "P2",
    "current_task_id": "P2-403F",
    "next_task_id": "P2-403G",
    "read_only_mode": true,
    "runtime_authority": "owner_approved_dry_run_only_no_learning_write",
    "status_note": "P2-403F 已把 owner 批准後應產生的 learning writeback dry-run preview、人工操作選項、diff、驗證與 rollback 契約固定為只讀面板；尚未寫 KM、未更新 PlayBook trust、未寫 timeline learning、未發 Telegram。"
  },
  "source_refs": [
    "docs/evaluations/ai_agent_learning_writeback_approval_package_2026-06-11.json",
    "docs/evaluations/ai_agent_telegram_receipt_approval_package_2026-06-11.json",
    "docs/evaluations/ai_agent_interaction_learning_proof_2026-06-11.json",
    "docs/superpowers/specs/2026-04-15-MASTER-ai-autonomous-flywheel-v2.md"
  ],
  "dry_run_truth": {
    "owner_approval_required": true,
    "owner_approval_received_count": 0,
    "dry_run_preview_allowed": true,
    "dry_run_preview_generated_count": 0,
    "km_write_allowed": false,
    "playbook_trust_write_allowed": false,
    "timeline_learning_write_allowed": false,
    "agent_replay_score_write_allowed": false,
    "telegram_send_allowed": false,
    "runtime_worker_allowed": false,
    "truth_note": "目前只允許顯示 dry-run preview 契約與人工下一步；owner approval 尚未收到，因此沒有產生正式 dry-run preview，也沒有任何 learning write。"
  },
  "dry_run_preview": {
    "required_inputs": [
      "owner_approval_id",
      "incident_id",
      "redacted_evidence_refs",
      "target_learning_surface",
      "proposed_delta_summary",
      "rollback_plan_ref",
      "verification_plan_ref",
      "operator_decision"
    ],
    "forbidden_inputs": [
      "secret_value",
      "authorization_header",
      "raw_tool_output",
      "private_reasoning",
      "raw_telegram_payload",
      "unredacted_incident_log"
    ],
    "preview_outputs": [
      "KM 草稿 diff",
      "PlayBook trust delta preview",
      "timeline learning event preview",
      "replay score delta preview",
      "rollback checklist",
      "verification checklist"
    ],
    "operator_meaning": "批准後第一個自動化產物不是直接寫入，而是產生可審查 dry-run preview；操作員可依 preview 選擇補證、批准寫入 dry-run、退回重算或標記 no-action。"
  },
  "operator_actions": [
    {
      "action_id": "review_learning_delta_preview",
      "display_name": "審查 learning delta preview",
      "action_type": "review",
      "status": "ready_for_owner",
      "owner_agent": "hermes",
      "operator_instruction": "檢查 proposed delta 是否只引用 redacted evidence，且沒有把 no-action incident 寫成成功修復。",
      "blocked_runtime_action": "canonical_learning_write"
    },
    {
      "action_id": "collect_missing_repair_evidence",
      "display_name": "補齊修復證據",
      "action_type": "collect_evidence",
      "status": "ready_for_owner",
      "owner_agent": "openclaw",
      "operator_instruction": "若 incident 只有診斷沒有修復，先收集 repair candidate、verifier 結果或人工 no-action reason。",
      "blocked_runtime_action": "playbook_trust_update"
    },
    {
      "action_id": "approve_learning_dry_run_preview",
      "display_name": "批准產生 dry-run preview",
      "action_type": "approve_dry_run",
      "status": "approval_required",
      "owner_agent": "hermes",
      "operator_instruction": "owner 確認 evidence、rollback 與 verification plan 後，才允許下一階段產生 dry-run preview。",
      "blocked_runtime_action": "dry_run_preview_generation"
    },
    {
      "action_id": "reject_or_rework_learning_delta",
      "display_name": "退回或標記 no-action",
      "action_type": "reject_or_rework",
      "status": "ready_for_owner",
      "owner_agent": "nemotron",
      "operator_instruction": "若 AI 分析缺失或候選修復不存在，標記 rework / no-action，避免固化錯誤知識。",
      "blocked_runtime_action": "timeline_learning_write"
    }
  ],
  "dry_run_gates": [
    {
      "gate_id": "owner_approval_gate",
      "display_name": "Owner approval gate",
      "status": "approval_required",
      "required_evidence": "owner_approval_id、review owner、decision reason、affected learning surface。",
      "blocked_write_action": "dry_run_preview_generation"
    },
    {
      "gate_id": "evidence_completeness_gate",
      "display_name": "Evidence completeness gate",
      "status": "approval_required",
      "required_evidence": "incident timeline、MCP evidence、repair candidate、verifier result 或 no-action reason。",
      "blocked_write_action": "canonical_learning_write"
    },
    {
      "gate_id": "rollback_verification_gate",
      "display_name": "Rollback / verification gate",
      "status": "contract_ready",
      "required_evidence": "rollback checklist、verification checklist、post-write audit plan。",
      "blocked_write_action": "playbook_trust_update"
    },
    {
      "gate_id": "telegram_receipt_gate",
      "display_name": "Telegram receipt gate",
      "status": "blocked_by_runtime_gate",
      "required_evidence": "P2-403E receipt approval package 已存在，但 delivery / ack / retry worker 仍未授權。",
      "blocked_write_action": "telegram_send_or_receipt_write"
    }
  ],
  "verification_contract": {
    "verification_required": true,
    "verification_steps": [
      "dry-run preview 必須列出每個 learning target 的 before / after 摘要",
      "每個 proposed delta 必須連到 redacted evidence ref",
      "no-action / no-repair incident 不得提升 PlayBook trust",
      "owner 可選補證、批准下一階段、退回重算或 no-action",
      "下一階段若要真寫入，必須再開 runtime write gate"
    ],
    "rollback_required": true
  },
  "approval_boundaries": {
    "owner_approval_received": false,
    "dry_run_preview_generation_allowed": false,
    "km_write_allowed": false,
    "playbook_trust_write_allowed": false,
    "timeline_learning_write_allowed": false,
    "agent_replay_score_write_allowed": false,
    "telegram_send_allowed": false,
    "runtime_worker_allowed": false,
    "secret_plaintext_allowed": false
  },
  "display_redaction_contract": {
    "redaction_required": true,
    "raw_payload_display_allowed": false,
    "private_reasoning_display_allowed": false,
    "secret_value_display_allowed": false,
    "allowed_frontend_content": [
      "operator action",
      "dry-run gate",
      "required evidence",
      "blocked write action",
      "verification step",
      "rollback requirement"
    ],
    "forbidden_frontend_content": [
      "secret value",
      "authorization header",
      "raw tool output",
      "private reasoning",
      "raw Telegram payload",
      "unredacted incident log"
    ],
    "frontend_display_policy": "治理頁只顯示 dry-run preview 欄位、人工下一步、必要證據、阻擋寫入動作、驗證與 rollback；不顯示 secret、authorization header、raw tool output、private reasoning、raw Telegram payload 或未脫敏 incident log。"
  },
  "rollups": {
    "operator_action_count": 4,
    "dry_run_gate_count": 4,
    "approval_required_gate_ids": [
      "owner_approval_gate",
      "evidence_completeness_gate"
    ],
    "blocked_write_action_count": 4,
    "required_input_count": 8,
    "forbidden_input_count": 6,
    "preview_output_count": 6,
    "live_write_count_total": 0,
    "dry_run_preview_generated_count": 0
  }
}
