Cj-SSKJrJr SSKJr SSKJrJr SSKJ r J r SSK J r J r Jr SSKJr \"S\\S 9r"S S \\\45r"S S \\\45r\\\4r\\\4rg))AnyGeneric)TypeVar)Agent AgentBase) ModelResponseTResponseInputItem)AgentHookContextRunContextWrapperTContext)ToolTAgent)bounddefaultc \rSrSrSrS\\S\\S\S-S\ \ SS4 S jr S\\S\\S \ SS4S jr S\\S\SS4S jrS\\S\S \SS4SjrS\\S\S\SS4SjrS\\S\S\SS4SjrS\\S\S\S\SS4 SjrSrg) RunHooksBase zyA class that receives callbacks on various lifecycle events in an agent run. Subclass and override the methods you need. contextagent system_promptN input_itemsreturnc # g7f)z3Called just before invoking the LLM for this agent.Nselfrrrrs b/home/rurouni/.local/share/pipx/venvs/strix-agent/lib/python3.13/site-packages/agents/lifecycle.py on_llm_startRunHooksBase.on_llm_start  responsec # g7f)z=Called immediately after the LLM call returns for this agent.Nrrrrr#s r on_llm_endRunHooksBase.on_llm_end  r"c # g7f)zCalled before the agent is invoked. Called each time the current agent changes. Args: context: The agent hook context. agent: The agent that is about to be invoked. Nrrrrs ron_agent_startRunHooksBase.on_agent_start%r(r"outputc # g7f)zCalled when the agent produces a final output. Args: context: The agent hook context. agent: The agent that produced the output. output: The final output produced by the agent. Nrrrrr-s r on_agent_endRunHooksBase.on_agent_end.  r" from_agentto_agentc # g7f)zCalled when a handoff occurs.Nr)rrr3r4s r on_handoffRunHooksBase.on_handoff=r(r"toolc # g7fa@Called immediately before a local tool is invoked. For function-tool invocations, ``context`` is typically a ``ToolContext`` instance, which exposes tool-call-specific metadata such as ``tool_call_id``, ``tool_name``, and ``tool_arguments``. Other local tool families may provide a plain ``RunContextWrapper`` instead. Nrrrrr8s r on_tool_startRunHooksBase.on_tool_startFr2r"resultc # g7fa?Called immediately after a local tool is invoked. For function-tool invocations, ``context`` is typically a ``ToolContext`` instance, which exposes tool-call-specific metadata such as ``tool_call_id``, ``tool_name``, and ``tool_arguments``. Other local tool families may provide a plain ``RunContextWrapper`` instead. Nrrrrr8r>s r on_tool_endRunHooksBase.on_tool_endU  r"r)__name__ __module__ __qualname____firstlineno____doc__r r rstrlistr rr r&r rr+rr0r6rr<rB__static_attributes__rrrr sn "8, X Tz  ,-     "8, X      ,c # g7fr@rrAs rrBAgentHooksBase.on_tool_endrDr"rrc # g7f)z7Called immediately before the agent issues an LLM call.Nrrs rrAgentHooksBase.on_llm_startr!r"r#c # g7f)z=Called immediately after the agent receives the LLM response.Nrr%s rr&AgentHooksBase.on_llm_endr(r"r)rErFrGrHrIr r rrRrrUr r6rr<rJrBrrKr rr r&rLrrMrrOrOfsn  &6x&@  TX   !(+         "8,        "8,         "8,         "8, X Tz  ,-     "8, X     rMrON)typingrrtyping_extensionsrrrritemsr r run_contextr r r r8rrrrORunHooks AgentHooksrrMrrhs~%#4FF I >V 78V+,V rZ WXv-.Z z % (# HeO , rM