The Logic of Internal Quality Control
**Self-Correction** (or Self-Critique) is a prompting pattern where the agent is instructed to "Review your own work for errors" before submitting a final response. This can improve accuracy by 20-30% in complex tasks.
The Audit Prompt Stack
We build "Resilient Agents" using recursive critique loops:
- The "Critique" Prompt: "Review your previous plan for logical fallacies or missing steps. Be harsh."
- The "Revision" Prompt: "Based on your critique, generate a final, corrected version of the plan."
- Fact-Checking: Specifically instructing the agent to "Verify every citable fact against the retrieved context."
- Constraint Check: "Does this response follow all the negative constraints listed in the system prompt?"
Ensuring High-Performance Accuracy
By mastering self-correction patterns, you build agents that "Double-Check their work." This "Audit Strategy" is what makes your organization a leader in the global market for professional autonomous services with absolute precision.
Conclusion
Precision drives impact. By mastering self-correction prompting logic, you gain the skills needed to build professional and massive-scale autonomous platforms, ensuring a secure and successful future for your organization.