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Claude Agent Loop for Self-Critique

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Ryan Hart
Contributed byRyan HartXSource

Jun 27, 2026

Claude Agent Loop for Self-Critique A workflow prompt for iterative self-improvement using Claude, emphasizing quality over completion.

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Build an agent loop in Claude that researches, drafts, and critiques itself. Run the same three steps repeatedly until the output is good, not just done. Steps: 1) Research: gather relevant context. 2) Draft: produce initial output. 3) Critique: evaluate against criteria, identify gaps, and refine. Loop until quality threshold met.

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References

Categories:productivity| twitter| agent-loop| claude

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