Files
aios/active-runtime/app/agent_observability_hooks.py
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Python

"""Runtime hooks for Agent Observability.
OpenClaw/Hermes/sub-agents can call these hooks at start/end/delegation points.
The hooks store sanitized metadata only: no prompts, no secrets, no private message
content.
"""
from __future__ import annotations
from dataclasses import dataclass, field
from datetime import datetime, timezone
from typing import Any
from uuid import uuid4
from .agent_observability import AgentExecutionRecord
from .agent_observability_store import AgentObservabilityStore
def utc_now() -> str:
return datetime.now(timezone.utc).isoformat()
def parse_time(value: str) -> datetime:
return datetime.fromisoformat(value.replace("Z", "+00:00"))
@dataclass
class AgentRunContext:
execution_id: str
user_id: str
visible_scope: str
entry_agent: str
path: list[str] = field(default_factory=list)
used_hermes: bool = False
started_at: str = field(default_factory=utc_now)
input_tokens: int = 0
output_tokens: int = 0
status: str = "running"
def delegate(self, agent_name: str) -> None:
if agent_name not in self.path:
self.path.append(agent_name)
if agent_name.lower() == "hermes":
self.used_hermes = True
def add_tokens(self, input_tokens: int = 0, output_tokens: int = 0) -> None:
self.input_tokens += max(input_tokens, 0)
self.output_tokens += max(output_tokens, 0)
class AgentObservabilityHooks:
def __init__(self, store: AgentObservabilityStore | None = None):
self.store = store or AgentObservabilityStore()
self.active: dict[str, AgentRunContext] = {}
def start(
self,
user_id: str,
visible_scope: str,
entry_agent: str,
execution_id: str | None = None,
) -> dict[str, Any]:
run = AgentRunContext(
execution_id=execution_id or f"exec_{uuid4().hex[:12]}",
user_id=user_id,
visible_scope=visible_scope,
entry_agent=entry_agent,
path=[entry_agent],
used_hermes=entry_agent.lower() == "hermes",
)
self.active[run.execution_id] = run
return {"status": "started", "execution_id": run.execution_id, "run": run.__dict__}
def delegate(self, execution_id: str, agent_name: str) -> dict[str, Any]:
run = self.active[execution_id]
run.delegate(agent_name)
return {"status": "delegated", "execution_id": execution_id, "path": run.path}
def tokens(self, execution_id: str, input_tokens: int = 0, output_tokens: int = 0) -> dict[str, Any]:
run = self.active[execution_id]
run.add_tokens(input_tokens, output_tokens)
return {
"status": "tokens_recorded",
"execution_id": execution_id,
"input_tokens": run.input_tokens,
"output_tokens": run.output_tokens,
"total_tokens": run.input_tokens + run.output_tokens,
}
def finish(self, execution_id: str, closed_by: str | None = None, status: str = "completed") -> dict[str, Any]:
run = self.active.pop(execution_id)
ended_at = utc_now()
duration_ms = int((parse_time(ended_at) - parse_time(run.started_at)).total_seconds() * 1000)
record = AgentExecutionRecord(
execution_id=run.execution_id,
user_id=run.user_id,
visible_scope=run.visible_scope,
entry_agent=run.entry_agent,
path=run.path,
used_hermes=run.used_hermes,
closed_by=closed_by or run.path[-1],
duration_ms=duration_ms,
input_tokens=run.input_tokens,
output_tokens=run.output_tokens,
total_tokens=run.input_tokens + run.output_tokens,
status=status,
started_at=run.started_at,
ended_at=ended_at,
)
return {"status": "stored", "record": self.store.append(record)}
__all__ = ["AgentRunContext", "AgentObservabilityHooks"]