Prompt Auto-Optimization

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How It Works

The Prompt Auto-Optimization feature fundamentally uses a large language model to reconstruct the prompt you submit. The optimization process may include, but is not limited to, the following strategies:

• Structural Reorganization: Adjusts the overall prompt structure to improve logical flow.
• Role-Based Guidance: Assigns the model a well-defined expert role (e.g., "You are a senior software engineer").
• Instruction Enhancement: Converts vague or ambiguous instructions into concrete, step-by-step directives.
• Safety & Boundary Injection: Adds explicit constraints regarding output format, content restrictions, and other boundary conditions.

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Optimizing a Prompt

The following steps describe how to auto-optimize a single prompt using the Alibaba Cloud Bailian console.

1. Access the Optimization Feature: Navigate to the Prompt Management page (in the left navigation, choose Tools > Prompt Management), then select the Auto-Optimize category in the filter bar.
2. Enter Your Original Prompt: Paste or type your prompt into the Original Prompt input field (up to 10,000 characters).
3. Run Optimization and View Results: Click Optimize. The system invokes a large language model to process your input and displays the new version in the Optimized Prompt area.
4. Use the Optimized Prompt: You can perform the following actions on the optimized result as needed:
   • Copy: Click Copy to copy the optimized prompt for use elsewhere.
   • Save as Template: Click Save as Template to save the optimized prompt to your prompt library—enabling easier management, version control, and team-wide sharing. For more information about template management, see Custom Prompt Templates.

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Frequently Asked Questions