SQL Generation Prompt Pack

Natural language to SQL prompts for analysts, with validation and optimization hints

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# SQL Generation Prompt Pack
*Free download — Agent Artifacts*

> 💬 **Prompt** · Natural language to SQL prompts for analysts, with validation and optimization hints

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## About This Download

This is a complete, usable free download from Agent Artifacts.
It covers core use cases for **SQL Generation Prompt Pack** and works with any major LLM.

**Compatible with:** Claude (Anthropic), GPT-4o (OpenAI), Cursor, LangChain, LangGraph

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## Quick Start

Copy any prompt below, replace `{{placeholder}}` tokens with your context,
and paste directly into your AI tool of choice.

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## Prompt 1 — SQL Generation Prompt Pack (Core)

```
You are an expert assistant for sql generation tasks.
Given the following context, produce a high-quality output.

Context: {{context}}
Goal: {{goal}}
Constraints: {{constraints}}

Provide a structured response with:
1. Summary of your approach
2. Main output
3. Key assumptions made
4. Suggested follow-up actions
```

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## Prompt 2 — SQL Generation Prompt Pack (Evaluation)

```
Evaluate the following output for quality, completeness, and accuracy.

Output to evaluate: {{output}}
Original goal: {{goal}}
Audience: {{audience}}

Score on: Clarity (1-5) | Accuracy (1-5) | Completeness (1-5) | Actionability (1-5)
For each dimension: score + one-sentence explanation + one improvement.
```

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## Prompt 3 — SQL Generation Prompt Pack (Refinement)

```
Refine the following draft based on the feedback provided.
Preserve what works, address all feedback points, and maintain consistent tone.

Draft: {{{{draft}}}}
Feedback: {{{{feedback}}}}
Tone: {{{{tone}}}}

Output: refined version + changelog (what you changed and why).
```

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## License

This free download is provided under the Agent Artifacts free content license.
You may use it in your own projects commercially.
You may not redistribute or resell this file.

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*Full version available at [agentartifacts.io/products/prompt-sql-generation-base](https://agentartifacts.io/products/prompt-sql-generation-base)*

*Browse the full catalog at [agentartifacts.io/catalog](https://agentartifacts.io/catalog)*

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