steven_li
8a12c30141
新增内部Task系统，包括验证、反馈门控机制，实现自动质量验证 (通过率>=0.75)和用户反馈闭环(satisfied/revise/abandon)。 实现Agent Team v1协调器，支持sequence/parallel/dag执行策略， sub-agent复用主AgentLoop，每个run使用独立memory snapshot。 建立Skill学习pipeline，包含draft/审核/发布/回滚完整生命周期， 通过Task验证通过且用户满意才生成学习候选。 重构目录结构，移除third_party依赖，建立统一engine内核， 所有agent共享运行时基础组件。 更新ContextBuilder清理provider消息字段，增强SkillContext版本管理， 集成TaskExecutionPlanner和TaskSkillResolver实现技能解析机制。
91 lines
3.7 KiB
Python
91 lines
3.7 KiB
Python
"""Application service for coordinated team runs."""
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from __future__ import annotations
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from collections.abc import Callable
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from typing import TYPE_CHECKING
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from beaver.coordinator import ExecutionGraph, ExecutionNode, LocalAgentRunner, TeamGraphScheduler, TeamRunResult
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from beaver.engine import AgentLoop
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from beaver.engine.providers import ProviderBundle
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if TYPE_CHECKING:
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from beaver.engine.context import SkillContext
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class TeamService:
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"""Internal service for Beaver-native multi-agent execution."""
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def __init__(self, loop: AgentLoop) -> None:
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self.loop = loop
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self.runner = LocalAgentRunner(loop)
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self.scheduler = TeamGraphScheduler(self.runner)
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async def run_team(
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self,
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graph: ExecutionGraph,
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*,
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parent_task_id: str | None,
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parent_session_id: str,
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parent_run_id: str | None = None,
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provider_bundle: ProviderBundle | None = None,
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provider_bundle_factory: Callable[[ExecutionNode], ProviderBundle | None] | None = None,
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inherited_pinned_skills: list[str] | None = None,
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inherited_pinned_skill_contexts: list["SkillContext"] | None = None,
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learning_candidate_enabled: bool = False,
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) -> TeamRunResult:
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"""Run a team graph inside the parent task context."""
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self._validate_parent_task(parent_task_id, parent_session_id)
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result = await self.scheduler.run(
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graph,
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parent_task_id=parent_task_id,
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parent_session_id=parent_session_id,
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parent_run_id=parent_run_id,
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provider_bundle=provider_bundle,
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provider_bundle_factory=provider_bundle_factory,
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inherited_pinned_skills=inherited_pinned_skills,
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inherited_pinned_skill_contexts=inherited_pinned_skill_contexts,
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learning_candidate_enabled=learning_candidate_enabled,
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)
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self._attach_runs_to_parent_task(result)
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return result
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def run(self, task: str) -> str:
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"""Compatibility shim for old callers that only expected a string."""
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return f"team service requires run_team() for coordinated execution: {task}"
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def _validate_parent_task(self, parent_task_id: str | None, parent_session_id: str) -> None:
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if not parent_task_id:
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return
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loaded = self.loop.boot()
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task_service = getattr(loaded, "task_service", None)
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if task_service is None:
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raise RuntimeError("TeamService requires task_service when parent_task_id is provided")
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task = task_service.get_task(parent_task_id)
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if task is None:
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raise ValueError(f"Unknown parent_task_id: {parent_task_id}")
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if task.session_id != parent_session_id:
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raise ValueError(
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f"parent_task_id {parent_task_id!r} belongs to session {task.session_id!r}, "
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f"not {parent_session_id!r}"
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)
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def _attach_runs_to_parent_task(self, result: TeamRunResult) -> None:
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if not result.task_id or not result.run_ids:
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return
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loaded = self.loop.boot()
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task_service = getattr(loaded, "task_service", None)
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if task_service is None or task_service.get_task(result.task_id) is None:
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return
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run_store = getattr(loaded, "run_memory_store", None)
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for run_id in result.run_ids:
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skill_names: list[str] = []
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if run_store is not None:
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for record in run_store.list_runs():
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if record.run_id == run_id:
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skill_names = [receipt.skill_name for receipt in record.activated_skills]
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break
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task_service.append_run(result.task_id, run_id, skill_names=skill_names)
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