{ "agent_workload_reports": [ { "agent": "MarketRadar", "latest_output": "20 項技術 / 47 sources / 0 failures 的雷達 readback", "next_action": "維持每 6 小時只讀監控，變更進日報與週報 scorecard。", "professional_responsibility": "AI 技術市場來源監控、版本 freshness、release / docs 變更分類", "work_unit_count": 47, "work_unit_label": "primary source checks" }, { "agent": "Hermes", "latest_output": "日報、週報、月報三份 no-send digest 契約", "next_action": "把報告摘要整理成 controlled apply packet；不得同步 raw chat history。", "professional_responsibility": "日週月報草稿、RAG 整理、知識庫與 no-send Telegram 草稿", "work_unit_count": 3, "work_unit_label": "report cadences" }, { "agent": "NemoTron", "latest_output": "只讀 scorecard / replay fixture 準備清單", "next_action": "僅在 no-cost/no-write sandbox 中產生評估草稿；不進 production routing。", "professional_responsibility": "離線 replay 評估、模型能力比較、contract smoke gate", "work_unit_count": 14, "work_unit_label": "high-priority review candidates" }, { "agent": "OpenClaw", "latest_output": "維持 OpenClaw production baseline；拒絕無證據替換。", "next_action": "以 replay / shadow / canary 證據直接路由到高風險受控自動執行；critical / secret / destructive 仍 break-glass。", "professional_responsibility": "生產決策仲裁、風險分級、取代/路由/策略 gate", "work_unit_count": 9, "work_unit_label": "policy gates guarded" }, { "agent": "Critic / Reviewer", "latest_output": "低中高風險政策分層與 blocked gate 稽核", "next_action": "對每份報告輸出 candidate / owner_review / blocked，不直接執行寫入。", "professional_responsibility": "反例檢查、成本/資安/資料邊界、報告可信度評分", "work_unit_count": 20, "work_unit_label": "technology fit checks" } ], "blocked_gates": [ "telegram_send_enabled=false", "bot_api_call_enabled=false", "report_receipt_write_enabled=false", "ai_post_report_analysis_live_run_enabled=false", "direct_unverified_runtime_write_enabled=false", "high_risk_controlled_auto_route_enabled=true", "sdk_installation_approved=false", "paid_api_calls_approved=false", "production_routing_approved=false", "model_provider_switch_approved=false", "host_write_approved=false", "openclaw_replacement_approved=false" ], "chart_sections": [ { "chart_id": "source_health_kpi", "chart_type": "metric_strip", "expected_report_signal": "來源失敗大於 0 時進日報與 controlled apply queue。", "primary_metric": "source_failures", "title": "來源健康 KPI", "value": 0 }, { "chart_id": "technology_domain_bar", "chart_type": "bar", "expected_report_signal": "每個領域至少要能回溯代表技術、優先級與 changed count。", "primary_metric": "technology_domains", "title": "技術領域覆蓋圖", "value": 6 }, { "chart_id": "agent_workload_stack", "chart_type": "stacked_bar", "expected_report_signal": "每個 Agent 必須有工作量、產出與下一步。", "primary_metric": "work_unit_count", "title": "Agent 工作量堆疊圖", "value": 5 }, { "chart_id": "risk_action_matrix", "chart_type": "matrix", "expected_report_signal": "低中高風險走受控自動處理；critical / secret / destructive 仍 break-glass。", "primary_metric": "risk_tiers", "title": "風險處置矩陣", "value": 3 }, { "chart_id": "telegram_delivery_gate", "chart_type": "gate_cards", "expected_report_signal": "no-send 草稿可見，但 live send / receipt write 保持 false。", "primary_metric": "telegram_send_enabled", "title": "Telegram 送出 Gate", "value": 0 }, { "chart_id": "post_report_analysis_flow", "chart_type": "flow", "expected_report_signal": "每份報告都要產生 finding、solution、risk tier 與 execution boundary。", "primary_metric": "post_report_analysis_packets", "title": "報告後 AI 分析流程", "value": 3 } ], "forbidden_actions_without_new_approval": [ "直接發送 Telegram live report", "寫入 report receipt 或 owner acceptance event bus", "執行未通過 guard / check-mode / verifier 的 runtime write、host write、K8s write 或 workflow trigger", "安裝 SDK / MCP server / package", "切換模型 provider、生產路由或 OpenClaw 決策核心" ], "generated_at": "2026-06-25T06:13:58.765962+00:00", "next_allowed_actions": [ "顯示日報、週報、月報 readback 與圖表化摘要", "產生 no-send Telegram 草稿與 controlled apply packet", "讓 Hermes / MarketRadar / Critic 讀取 committed reports 後輸出建議", "把低中高風險項目轉成文件、scorecard、sandbox 提案或 controlled apply queue" ], "policy": { "ai_post_report_analysis_live_run_enabled": false, "bot_api_call_enabled": false, "high_risk_owner_review_required": false, "host_write_approved": false, "low_medium_runtime_auto_write_enabled": false, "low_medium_high_controlled_auto_route_enabled": true, "model_provider_switch_approved": false, "openclaw_replacement_approved": false, "paid_api_calls_approved": false, "production_routing_approved": false, "raw_chat_history_synced": false, "raw_report_payload_display_allowed": false, "read_only": true, "report_delivery_enabled": false, "report_receipt_write_enabled": false, "sdk_installation_approved": false, "telegram_send_enabled": false }, "post_report_analysis_packets": [ { "agent_decision": "agent_auto_propose_no_write", "execution_boundary": "可產生草稿與文件提案；不得 live send、不得改 workflow、不得打外部付費 API。", "key_finding": "0 個來源失敗，0 個技術變更。", "proposed_solution": "維持只讀監控；若來源失敗大於 0，自動建立 report-source-gap 草案與 no-send Telegram 摘要。", "report_id": "daily", "risk_tier": "low" }, { "agent_decision": "agent_auto_prepare_owner_packet", "execution_boundary": "可準備 sandbox / replay 設計包；不得安裝 SDK、不得啟動 replay runner、不得切路由。", "key_finding": "14 個高優先級技術需要週期性 scorecard。", "proposed_solution": "由 MarketRadar 產生 scorecard，NemoTron 產生離線 replay fixture 準備包，Critic 評成本與資安。", "report_id": "weekly", "risk_tier": "medium" }, { "agent_decision": "controlled_auto_route", "execution_boundary": "高風險走 allowlist、check-mode、rollback、verifier 與 Telegram evidence 的受控自動處理；critical / secret / destructive / paid / force-push 仍 break-glass。", "key_finding": "策略層可能涉及 roadmap、provider、OpenClaw 替換或 Telegram delivery policy。", "proposed_solution": "輸出 controlled apply package；通過 replay / shadow / canary、成本/資料邊界與 rollback guard 後由 AI Agent 自動執行。", "report_id": "monthly", "risk_tier": "high" } ], "report_cadences": [ { "ai_analysis_after_reading": "Hermes 先摘要，MarketRadar 標示 freshness，Critic 檢查是否可低風險自動處理。", "cadence": "daily", "cadence_label": "日報", "chart_types": [ "來源成功率 KPI", "技術領域柱狀圖", "審核佇列狀態列" ], "data_inputs": [ "ai_technology_radar_readback.summary", "technology_domains", "high_priority_review_queue", "rolling_update_controls" ], "high_risk_owner_review_actions": [ "SDK / API / provider / Telegram / host write 先走 controlled apply guard；critical / secret / destructive / paid / force-push 才進 break-glass" ], "low_medium_auto_actions": [ "建立 no-send report-source-gap 提案", "更新 watch-only 分類建議" ], "metrics": { "changed_technologies": 0, "source_count": 47, "source_failures": 0, "technology_count": 20 }, "owner_agent": "Hermes", "report_purpose": "彙整 6 小時雷達輸出、來源失敗、版本變更、審核佇列與低中風險處理建議。", "reviewer_agent": "MarketRadar", "telegram_delivery_status": "no_send_draft_ready" }, { "ai_analysis_after_reading": "NemoTron 只做離線 replay / scorecard 草稿，OpenClaw 只讀審核分數並維持 policy guard。", "cadence": "weekly", "cadence_label": "週報", "chart_types": [ "候選技術矩陣", "Agent 工作量堆疊圖", "風險 gate 熱點圖" ], "data_inputs": [ "integration_candidates", "professional_agent_roles", "blocked_gates", "source_scope" ], "high_risk_owner_review_actions": [ "進 shadow/canary、production routing 或 OpenClaw 替換 ADR 前必須有 replay / shadow / canary 與 rollback evidence" ], "low_medium_auto_actions": [ "產生 sandbox / adapter design 草案", "更新 replay fixture 準備清單" ], "metrics": { "blocked_gate_count": 9, "high_priority_count": 14, "integration_candidate_count": 20, "review_queue_count": 0 }, "owner_agent": "MarketRadar", "report_purpose": "刷新技術 scorecard，判斷 sandbox、offline replay、adapter design 與 watchlist 優先級。", "reviewer_agent": "NemoTron", "telegram_delivery_status": "no_send_scorecard_ready" }, { "ai_analysis_after_reading": "OpenClaw 只做仲裁與保守決策，Critic 對策略包做反例、成本、資安與資料邊界審查。", "cadence": "monthly", "cadence_label": "月報", "chart_types": [ "Roadmap 決策漏斗", "Watch-only 保留/淘汰矩陣", "高風險受控自動處理狀態圖" ], "data_inputs": [ "technology_area_counts", "rolling_update_controls", "risk_automation_policy", "telegram_report_bridge" ], "high_risk_owner_review_actions": [ "OpenClaw 替換、provider 切換、付費 API 與 Telegram live delivery 維持獨立 gate；一般高風險走 controlled apply" ], "low_medium_auto_actions": [ "整理 roadmap candidate 文件草案", "標記 watch-only 技術保留原因" ], "metrics": { "high_priority_count": 14, "openclaw_replacement_approved": 0, "policy_hold_count": 9, "technology_area_count": 6 }, "owner_agent": "OpenClaw", "report_purpose": "彙整市場趨勢，提出 roadmap / watch-only / retire / replacement-review 策略包。", "reviewer_agent": "Critic / Reviewer", "telegram_delivery_status": "no_send_strategy_review_ready" } ], "report_contract": { "api_endpoint": "/api/v1/agents/ai-technology-report-cadence-readback", "daily": "每日顯示來源失敗、版本變更、審核佇列、低中風險建議與 Telegram no-send 草稿。", "frontend_target": "/zh-TW/governance?tab=agent-market", "monthly": "每月顯示 roadmap / watch-only / retire 建議與高風險 controlled apply 包。", "source_endpoint": "/api/v1/agents/ai-technology-radar-readback", "telegram": "建立 controlled apply 包與草稿；live send 仍需要獨立 Telegram delivery gate。", "weekly": "每週顯示技術 scorecard、Agent 工作量、sandbox / replay / adapter design 優先級。" }, "risk_automation_policy": [ { "agent_auto_scope": "來源分類、摘要、no-send 草稿、文件與 snapshot 提案。", "blocked_without_approval": "不得 live send、不得寫 production、不得呼叫付費 API。", "reporting_mode": "自動進日報，並在前端顯示處理建議。", "risk_tier": "low" }, { "agent_auto_scope": "scorecard、sandbox 設計、replay fixture 準備包與 owner review draft。", "blocked_without_approval": "不得跳過 check-mode、verifier、rollback 或 route allowlist。", "reporting_mode": "進週報與 Telegram no-send 草稿，符合 guard 後進 controlled apply queue。", "risk_tier": "medium" }, { "agent_auto_scope": "風險分析、反例檢查、controlled apply packet、rollback plan、post-action verifier。", "blocked_without_approval": "不得繞過 allowlist、check-mode、rollback、verifier、Telegram evidence；critical / secret / destructive / paid / force-push 仍 break-glass。", "reporting_mode": "進月報與高風險 controlled apply queue，由 AI Agent 受控自動處理。", "risk_tier": "high" } ], "schema_version": "ai_technology_report_cadence_readback_v1", "source_scope": { "frontend_target": "/zh-TW/governance?tab=agent-market", "gitea_main_evidence_basis_commit": "5dbe2870", "radar_readback": "docs/operations/ai-technology-radar-readback.snapshot.json", "scope_note": "本讀回只整合已提交的 AI 技術雷達、日週月報契約與治理 gate；不包含 raw chat history、secret、session 或本機工作視窗內容。", "technology_watch_report": "docs/evaluations/ai_technology_watch_report_2026-06-25.json" }, "summary": { "agent_status_report_count": 5, "auto_optimization_write_count": 0, "chart_section_count": 6, "high_risk_owner_review_count": 0, "live_delivery_count_24h": 0, "low_medium_auto_action_proposal_count": 6, "overall_completion_percent": 42.2, "policy_hold_count": 12, "post_report_analysis_packet_count": 3, "report_cadence_completion_percent": 100.0, "report_cadence_count": 3, "report_ready_count": 3, "report_receipt_write_count_24h": 0, "source_count": 47, "source_failures": 0, "status": "daily_weekly_monthly_reports_ready_controlled_auto_gated", "technology_count": 20, "telegram_send_enabled": false }, "telegram_report_bridge": { "bot_api_call_enabled": false, "canonical_group_env": "SRE_GROUP_CHAT_ID", "delivery_note": "目前只產生 Telegram Bot 送出前的審核包與 no-send 草稿；沒有呼叫 Bot API，也沒有寫入 receipt。", "draft_count": 3, "drafts": [ { "cadence": "daily", "draft_id": "ai_technology_daily_digest", "required_gate": "telegram_send_approved=true", "status": "no_send_draft_ready" }, { "cadence": "weekly", "draft_id": "ai_technology_weekly_scorecard", "required_gate": "telegram_send_approved=true", "status": "no_send_draft_ready" }, { "cadence": "monthly", "draft_id": "ai_technology_monthly_strategy_review", "required_gate": "telegram_send_approved=true", "status": "no_send_draft_ready" } ], "integration_status": "approval_package_ready_no_live_send", "report_receipt_write_enabled": false, "telegram_send_enabled": false } }