How Hermes Uses a Curator to Review Agent Skills and Memory

Karan Malhotra describes a scheduled cleanup loop with configurable criteria.

KMKaran MalhotraGuest · Co-founder
Channel
Peter Yang
Published
Aug 3, 2026
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0:55
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1 min
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SUMMARY

In 30 seconds

Hermes co-founder Karan Malhotra says a curator periodically reviews an agent's skills and memories for unnecessary material, and that users can customize its criteria.

  1. 1The accumulation problemPeter Yang worries that automatically created skills and memories may become cluttered.
  2. 2A scheduled curatorMalhotra says Hermes periodically reviews skills and memories for possible cleanup.
  3. 3Customize the criteriaHe says users can inspect the curator and provide their own guidelines for refinement.

Takeaways

  1. An agent that saves skills and memories can accumulate unnecessary material.
  2. Malhotra describes a scheduled curator that reviews those records.
  3. Users can inspect and customize the cleanup criteria in the modular system.
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Keeping agent context manageable

Malhotra explains Hermes's configurable curator.

Peter Yang asks how an agent can avoid accumulating unnecessary material when it writes its own skills and memories. Hermes co-founder Karan Malhotra describes a curator that runs on a schedule and reviews those records for possible cleanup and efficiencies. He says the system has default criteria but is modular and open source, so a user can inspect the curator and provide their own guidelines for how it refines skills and memory.

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