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…actions and activity logs for all agent/action CRUD tasks
…descriptions explicitly instruct the LLM on the correct tool-calling workflow.
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schema is injected directly into the agent's brain at load time, and descriptions explicitly instruct the LLM on the correct tool-calling workflow.