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ACE: Self-Growing Agent Framework with Generator-Reflector-Curator Roles

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Millie Marconi
Contributed byMillie MarconiXSource

Oct 11, 2025

ACE: Self-Growing Agent Framework with Generator-Reflector-Curator Roles A concise explanation of the ACE agent framework, which uses three roles (Generator, Reflector, Curator) to iteratively improve its own context and prompt through delta updates.

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Here's how ACE works: It splits the model's brain into 3 roles: Generator - runs the task Reflector - critiques what went right or wrong Curator - updates the context with only what matters Each loop adds delta updates - small context changes that never overwrite old knowledge. It's literally the first agent framework that grows its own prompt.

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References

Categories:coding| twitter| agent-framework| self-improving

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