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Add Agent Collaboration Optimizer and Learning Scheduler Tools#3042

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Rock-Shell wants to merge 3 commits into
crewAIInc:mainfrom
Rock-Shell:feature/agent-optimizer
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Add Agent Collaboration Optimizer and Learning Scheduler Tools#3042
Rock-Shell wants to merge 3 commits into
crewAIInc:mainfrom
Rock-Shell:feature/agent-optimizer

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@Rock-Shell

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  • Adds collaboration_optimizer.py: a Gym-based RL environment for testing and training agent collaboration.
  • Adds agent_scheduler.py: a performance-aware retraining scheduler for CrewAI agents.

@lucasgomide lucasgomide left a comment

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@Rock-Shell Very interesting! Thanks for your collaboration..

I have a few points here

  1. I'm curious to understand about how it is working with agents, would you mind recoding a Loom video explain that?
  2. After validated would be great add some documentation about that

Comment thread pyproject.toml

[tool.bandit]
exclude_dirs = ["src/crewai/cli/templates"]
[tool.poetry.dev-dependencies]

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We uses UV as default package manger. Don't change it pls

return 3 # Moderate


class AgentSchedulerTool(BaseTool):

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Very interesting!

We have a dedicated repo for tools. Could you move it to there

@lucasgomide lucasgomide left a comment

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I'm request changing due you have changed pyproject to use poetry instead of uv

@Rock-Shell

Rock-Shell commented Jul 15, 2025 via email

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@github-actions

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This PR is stale because it has been open for 45 days with no activity.

@greysonlalonde

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Closing as stale

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3 participants