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Fix missing manager_agent tokens in usage_metrics from kickoff #2848

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Fix missing manager_agent tokens in usage_metrics from kickoff #2848

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320cae2
fix(metrics): prevent usage_metrics from dropping manager_agent tokens
hegasz May 15, 2025
d9c478e
Add test to verify hierarchical kickoff aggregates manager and agent …
hegasz May 16, 2025
e3ec823
Merge branch 'main' into manager-usage-metrics
lucasgomide Jun 3, 2025
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7 changes: 1 addition & 6 deletions src/crewai/crew.py
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Original file line number Diff line number Diff line change
Expand Up @@ -657,8 +657,6 @@ def kickoff(
if self.planning:
self._handle_crew_planning()

metrics: List[UsageMetrics] = []

if self.process == Process.sequential:
result = self._run_sequential_process()
elif self.process == Process.hierarchical:
Expand All @@ -671,11 +669,8 @@ def kickoff(
for after_callback in self.after_kickoff_callbacks:
result = after_callback(result)

metrics += [agent._token_process.get_summary() for agent in self.agents]
self.usage_metrics = self.calculate_usage_metrics()

self.usage_metrics = UsageMetrics()
for metric in metrics:
self.usage_metrics.add_usage_metrics(metric)
return result
except Exception as e:
crewai_event_bus.emit(
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