feat(governance): refresh AI agent market radar

scripts/dev/ai-technology-radar-readback.py

@@ -66,6 +66,7 @@ def build_radar(
         "high_priority_review_queue": _high_priority_review_queue(technology_watch),
         "professional_agent_roles": _professional_agent_roles(),
         "rolling_update_controls": _rolling_update_controls(technology_watch),
+        "primary_source_alignment": _primary_source_alignment(),
         "integration_candidates": _integration_candidates(technology_watch),
         "priority_workplan": _priority_workplan(),
         "blocked_gates": [
@@ -177,6 +178,19 @@ def render_markdown(payload: dict[str, Any]) -> str:
             f"{control['output']} | `{control['gate']}` |"
         )
 
+    lines.extend([
+        "",
+        "## 主流實務來源證據",
+        "",
+        "| 實務 | 官方來源 | AWOOOI Gate | Agent 分工 |",
+        "|---|---|---|---|",
+    ])
+    for item in payload["primary_source_alignment"]:
+        lines.append(
+            f"| {item['practice']} | {item['source']} | `{item['awoooi_gate']}` | "
+            f"{item['agent_assignment']} |"
+        )
+
     lines.extend([
         "",
         "## 優先工作清單",
@@ -325,6 +339,47 @@ def _rolling_update_controls(report: dict[str, Any]) -> list[dict[str, Any]]:
     ]
 
 
+def _primary_source_alignment() -> list[dict[str, str]]:
+    return [
+        {
+            "practice": "OpenAI Agents SDK：專家協作、tool execution、approvals、state 由產品掌控",
+            "source": "https://developers.openai.com/api/docs/guides/agents",
+            "awoooi_gate": "sandbox_orchestration_no_write",
+            "agent_assignment": "OpenClaw 負責 policy guard；MarketRadar 追版本；Hermes 產審核包。",
+        },
+        {
+            "practice": "NVIDIA Nemotron 3 Ultra / NeMo：長任務 Agent、profiling、evaluation、MCP / A2A 互通",
+            "source": "https://developer.nvidia.com/blog/nvidia-nemotron-3-ultra-powers-faster-more-efficient-reasoning-for-long-running-agents/",
+            "awoooi_gate": "nemotron_replay_evaluator_only",
+            "agent_assignment": "NemoTron 只做離線 replay / evaluator / smoke gate，不接 production routing。",
+        },
+        {
+            "practice": "LangGraph：durable execution、human-in-the-loop、stateful workflow runtime",
+            "source": "https://docs.langchain.com/oss/python/langgraph/overview",
+            "awoooi_gate": "incident_workflow_kernel_replay_first",
+            "agent_assignment": "OpenClaw 仲裁狀態轉移；Hermes 記錄 replay 證據與交接原因。",
+        },
+        {
+            "practice": "MCP：標準化 agent-to-tool / resource / prompt 連接，且需明確 user consent",
+            "source": "https://modelcontextprotocol.io/specification/2025-06-18",
+            "awoooi_gate": "read_only_tool_registry_before_write_adapter",
+            "agent_assignment": "MarketRadar 監控 SDK / spec；Critic 檢查資料權限與 tool safety。",
+        },
+        {
+            "practice": "A2A：跨框架 Agent 溝通、委派與互通；MCP 處理工具、A2A 處理 Agent 對 Agent",
+            "source": "https://a2a-protocol.org/latest/",
+            "awoooi_gate": "agent_to_agent_interop_watch_only",
+            "agent_assignment": "OpenClaw 設定協作邊界；Hermes 彙整 handoff 記錄；NemoTron 比對輸出。",
+        },
+        {
+            "practice": "OpenTelemetry GenAI：Agent / LLM / MCP trace 語意慣例，支援可觀測與稽核",
+            "source": "https://opentelemetry.io/docs/specs/semconv/registry/attributes/gen-ai/",
+            "awoooi_gate": "trace_semconv_mapping_before_runtime_export",
+            "agent_assignment": "Critic 定義稽核欄位；MarketRadar 追語意規範版本；Hermes 產日週月報。",
+        },
+    ]
+
+
 def _integration_candidates(report: dict[str, Any]) -> list[dict[str, Any]]:
     return [
         {