148 lines
7.5 KiB
Python
148 lines
7.5 KiB
Python
"""Tactical brain for AI PMO decision runtime."""
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from __future__ import annotations
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from .shared import (
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CanonicalIntent,
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INTENT_FOLLOWUP_CONFIRM,
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INTENT_FOLLOWUP_CONTINUE,
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INTENT_PROJECT_CREATE,
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INTENT_PROJECT_UPDATE,
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INTENT_PROJECT_ARCHIVE,
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INTENT_PROJECT_REOPEN,
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INTENT_PROJECT_DELETE,
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INTENT_QUERY,
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INTENT_TASK_CREATE,
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INTENT_TASK_UPDATE,
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INTENT_TASK_ASSIGN,
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INTENT_TASK_PRIORITIZE,
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INTENT_TASK_STATUS_TRANSITION,
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INTENT_TASK_DELETE,
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INTENT_PERSONNEL_ROLE_UPDATE,
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INTENT_PERSONNEL_WORKLOAD_UPDATE,
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INTENT_PERSONNEL_AVAILABILITY_UPDATE,
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INTENT_KNOWLEDGE_DOC_UPSERT,
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INTENT_KNOWLEDGE_CHUNK_UPSERT,
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INTENT_KNOWLEDGE_LINK_UPSERT,
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INTENT_KNOWLEDGE_REINDEX,
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INTENT_NOTIFICATION_CREATE,
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INTENT_NOTIFICATION_ACK,
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INTENT_NOTIFICATION_CLOSE,
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INTENT_SIGNAL_CREATE,
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INTENT_SIGNAL_SOURCE_ONBOARD,
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ROUTE_PROJECT_ARCHIVE,
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ROUTE_PROJECT_SIGNAL_CANCEL,
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ROUTE_PROJECT_SIGNAL_COMMIT,
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ROUTE_PROJECT_SIGNAL_DISCOVER,
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ROUTE_PROJECT_SIGNAL_REFRESH,
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ROUTE_PROJECT_DELETE,
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ROUTE_PROJECT_REOPEN,
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ROUTE_PROJECT_UPDATE,
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ROUTE_TASK_ASSIGN,
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ROUTE_TASK_DELETE,
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ROUTE_TASK_PRIORITIZE,
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ROUTE_TASK_STATUS_TRANSITION,
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ROUTE_TASK_UPDATE,
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ROUTE_PERSONNEL_ROLE_UPDATE,
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ROUTE_PERSONNEL_WORKLOAD_UPDATE,
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ROUTE_PERSONNEL_AVAILABILITY_UPDATE,
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ROUTE_KNOWLEDGE_DOC_UPSERT,
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ROUTE_KNOWLEDGE_CHUNK_UPSERT,
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ROUTE_KNOWLEDGE_LINK_UPSERT,
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ROUTE_KNOWLEDGE_REINDEX,
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ROUTE_NOTIFICATION_CREATE,
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ROUTE_NOTIFICATION_ACK,
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ROUTE_NOTIFICATION_CLOSE,
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Any,
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)
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class TacticalBrain:
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"""周/日执行计划。"""
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@staticmethod
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def plan(*, intent: CanonicalIntent, world_model: dict[str, Any], decision: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]:
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project = world_model.get("project") if isinstance(world_model.get("project"), dict) else None
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project_ref = f"项目#{project['id']}" if project and project.get("id") is not None else "项目群"
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strategic_plan = {
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"priority": "high" if float(decision.get("risk_score") or 0.0) >= 0.6 else "medium",
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"objectives": [
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f"围绕 {project_ref} 控制风险与节奏",
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"优先保证关键路径和资源边界不被破坏",
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],
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"signals": [
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f"budget_usage_ratio={float((decision.get('budget_impact') or {}).get('usage_ratio') or 0.0):.2f}",
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f"overloaded_users={len((decision.get('resource_impact') or {}).get('overloaded_user_ids') or [])}",
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],
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}
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execution_actions = []
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workflow_route = str((intent.metadata or {}).get("workflow_route") or "").strip().lower()
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if intent.name == INTENT_QUERY:
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execution_actions.append({"operation_code": "query.answer", "mode": "read_only"})
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elif intent.name == INTENT_PROJECT_CREATE:
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execution_actions.append({"operation_code": "project.create", "mode": "write"})
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elif intent.name == INTENT_PROJECT_UPDATE:
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execution_actions.append({"operation_code": ROUTE_PROJECT_UPDATE, "mode": "write"})
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elif intent.name == INTENT_PROJECT_ARCHIVE:
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execution_actions.append({"operation_code": ROUTE_PROJECT_ARCHIVE, "mode": "write"})
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elif intent.name == INTENT_PROJECT_REOPEN:
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execution_actions.append({"operation_code": ROUTE_PROJECT_REOPEN, "mode": "write"})
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elif intent.name == INTENT_PROJECT_DELETE:
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execution_actions.append({"operation_code": ROUTE_PROJECT_DELETE, "mode": "write"})
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elif intent.name == INTENT_TASK_CREATE:
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execution_actions.append({"operation_code": "task.create", "mode": "write"})
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elif intent.name == INTENT_TASK_UPDATE:
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execution_actions.append({"operation_code": ROUTE_TASK_UPDATE, "mode": "write"})
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elif intent.name == INTENT_TASK_ASSIGN:
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execution_actions.append({"operation_code": ROUTE_TASK_ASSIGN, "mode": "write"})
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elif intent.name == INTENT_TASK_PRIORITIZE:
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execution_actions.append({"operation_code": ROUTE_TASK_PRIORITIZE, "mode": "write"})
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elif intent.name == INTENT_TASK_STATUS_TRANSITION:
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execution_actions.append({"operation_code": ROUTE_TASK_STATUS_TRANSITION, "mode": "write"})
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elif intent.name == INTENT_TASK_DELETE:
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execution_actions.append({"operation_code": ROUTE_TASK_DELETE, "mode": "write"})
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elif intent.name == INTENT_PERSONNEL_ROLE_UPDATE:
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execution_actions.append({"operation_code": ROUTE_PERSONNEL_ROLE_UPDATE, "mode": "write"})
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elif intent.name == INTENT_PERSONNEL_WORKLOAD_UPDATE:
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execution_actions.append({"operation_code": ROUTE_PERSONNEL_WORKLOAD_UPDATE, "mode": "write"})
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elif intent.name == INTENT_PERSONNEL_AVAILABILITY_UPDATE:
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execution_actions.append({"operation_code": ROUTE_PERSONNEL_AVAILABILITY_UPDATE, "mode": "write"})
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elif intent.name == INTENT_KNOWLEDGE_DOC_UPSERT:
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execution_actions.append({"operation_code": ROUTE_KNOWLEDGE_DOC_UPSERT, "mode": "write"})
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elif intent.name == INTENT_KNOWLEDGE_CHUNK_UPSERT:
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execution_actions.append({"operation_code": ROUTE_KNOWLEDGE_CHUNK_UPSERT, "mode": "write"})
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elif intent.name == INTENT_KNOWLEDGE_LINK_UPSERT:
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execution_actions.append({"operation_code": ROUTE_KNOWLEDGE_LINK_UPSERT, "mode": "write"})
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elif intent.name == INTENT_KNOWLEDGE_REINDEX:
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execution_actions.append({"operation_code": ROUTE_KNOWLEDGE_REINDEX, "mode": "write"})
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elif intent.name == INTENT_NOTIFICATION_CREATE:
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execution_actions.append({"operation_code": ROUTE_NOTIFICATION_CREATE, "mode": "write"})
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elif intent.name == INTENT_NOTIFICATION_ACK:
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execution_actions.append({"operation_code": ROUTE_NOTIFICATION_ACK, "mode": "write"})
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elif intent.name == INTENT_NOTIFICATION_CLOSE:
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execution_actions.append({"operation_code": ROUTE_NOTIFICATION_CLOSE, "mode": "write"})
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elif intent.name == INTENT_SIGNAL_SOURCE_ONBOARD:
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execution_actions.append({"operation_code": "signal.enter", "mode": "write"})
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execution_actions.append({"operation_code": "signal_source.onboard", "mode": "write"})
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elif intent.name in {INTENT_FOLLOWUP_CONFIRM, INTENT_FOLLOWUP_CONTINUE}:
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execution_actions.append({"operation_code": "work_item.resume", "mode": "write"})
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elif intent.name == INTENT_SIGNAL_CREATE:
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if workflow_route == ROUTE_PROJECT_SIGNAL_DISCOVER:
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execution_actions.append({"operation_code": ROUTE_PROJECT_SIGNAL_DISCOVER, "mode": "write"})
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elif workflow_route == ROUTE_PROJECT_SIGNAL_COMMIT:
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execution_actions.append({"operation_code": ROUTE_PROJECT_SIGNAL_COMMIT, "mode": "write"})
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elif workflow_route == ROUTE_PROJECT_SIGNAL_REFRESH:
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execution_actions.append({"operation_code": ROUTE_PROJECT_SIGNAL_REFRESH, "mode": "write"})
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elif workflow_route == ROUTE_PROJECT_SIGNAL_CANCEL:
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execution_actions.append({"operation_code": ROUTE_PROJECT_SIGNAL_CANCEL, "mode": "write"})
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else:
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execution_actions.append({"operation_code": "signal.enter", "mode": "write"})
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execution_plan = {
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"intent": intent.name,
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"project_id": intent.project_id,
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"actions": execution_actions,
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"summary": f"执行 {intent.name}，共 {len(execution_actions)} 个 typed actions",
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}
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return strategic_plan, execution_plan
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