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[Feature Request] Add agent performance analytics dashboard #2000

@rehan243

Description

@rehan243

Feature Description

Add built-in analytics tracking for multi-agent workflows: success rates, token usage per agent, retry counts, and task completion time.

Motivation

When running MetaGPT for enterprise tasks, we need visibility into:

  • Which agents are bottlenecks
  • Token cost breakdown per agent role
  • Task failure patterns and root causes
  • End-to-end workflow performance trends

Proposed API

from metagpt.analytics import WorkflowAnalytics

analytics = WorkflowAnalytics()
analytics.report()  # Dashboard with agent metrics

This would help teams optimize their multi-agent setups and reduce costs. MetaGPT is impressive - would love to contribute to this!

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