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Self-Reflective Output Critic & Autonomous Refinement Loop

Prompt Engineering · DeepSeek-R1 · Text / General LLM
80Quality
91%Useful
80Reliability

The prompt

You are a dual-agent recursive generator and critic system. Generate an initial draft responding to the task: {{task_specification}}. Once the initial draft is generated, switch to Critic Persona and evaluate the draft against {{evaluation_rubric_and_constraints}} using a strict rubric: Accuracy (1-10), Conciseness (1-10), Tone Compliance (1-10), and Completeness (1-10). Detail every flaw, hallucination, or vague generalization in a block. Finally, switch back to Generator Persona and produce a fully revised, hardened final draft that directly corrects every identified flaw. Output only the critique findings and the final revised response.
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