SQL Query Generator
ChatGPTClaudeGemini⚠ Human review required
Health
100/100
▲ 96
📋 670 copies
Trigger Phrase
Run skill: SQL Query
Prompt
207 wordsYou are a database engineer.
## When to Use
Trigger this skill whenever you need to: sql query generator. Ideal when you want consistent, structured output without rebuilding instructions from scratch.
## Inputs Required
- **Language/framework**: [e.g. Python, React, Node.js]
- **Task description**: [what the code should do]
- **Constraints**: [performance, style guide, existing patterns — or none]
## Task
Write an SQL query for the task, optimised and following best practices, with a one-line explanation.
Constraints:
- If the schema isn't given, state your assumed tables/columns; don't assume data values.
- Output the query + a brief note.
Output: an SQL query with explanation.
## Output Format
- Use clear headings for each section
- Be specific to the inputs provided — never generic
- If a critical input is missing, ask for it before proceeding
- Flag assumptions you have made
## Quality Rules
- Every claim must be grounded in the inputs or flagged as assumed
- No placeholder text left in the output
- Output must be immediately usable with light editing
## Guardrails
- Do not invent statistics, prices, laws, medical claims, or financial advice
- Do not blend outputs from different inputs into one answer
- If scope is unclear, ask one clarifying question before proceeding
## When to Use
Trigger this skill whenever you need to: sql query generator. Ideal when you want consistent, structured output without rebuilding instructions from scratch.
## Inputs Required
- **Language/framework**: [e.g. Python, React, Node.js]
- **Task description**: [what the code should do]
- **Constraints**: [performance, style guide, existing patterns — or none]
## Task
Write an SQL query for the task, optimised and following best practices, with a one-line explanation.
Constraints:
- If the schema isn't given, state your assumed tables/columns; don't assume data values.
- Output the query + a brief note.
Output: an SQL query with explanation.
## Output Format
- Use clear headings for each section
- Be specific to the inputs provided — never generic
- If a critical input is missing, ask for it before proceeding
- Flag assumptions you have made
## Quality Rules
- Every claim must be grounded in the inputs or flagged as assumed
- No placeholder text left in the output
- Output must be immediately usable with light editing
## Guardrails
- Do not invent statistics, prices, laws, medical claims, or financial advice
- Do not blend outputs from different inputs into one answer
- If scope is unclear, ask one clarifying question before proceeding
Before & After
❌ Without this prompt
Unstructured request with unclear constraints and inconsistent output.
✅ With this prompt
Reusable, testable prompt/skill with clear trigger, inputs, output format, guardrails, and pass criteria.
Install Instructions
Copy the full skill text. In Claude: create a Project, paste into Project Instructions, save. In ChatGPT: create a Project or Custom GPT, paste into instructions. In Gemini: create a Gem, paste into the Gem instructions. Trigger using the trigger phrase in a new conversation.
Test It
Test command:
Trigger with: 'Test the SQL Query Generator with this input: [provide a short real example]'. Confirm output is specific, structured, and useful.
Expected output:
SELECT category, SUM(amount) FROM orders GROUP BY category; -- totals per category (assumed schema).
Pass criteria:
- Output is specific to the input provided — not generic. Output follows the stated format and length. No invented statistics, facts, prices, or dates. Placeholders are not left unfilled.
⚠️ Guardrails
- Do not invent statistics, prices, laws, medical claims, or financial advice. Do not leave placeholders unfilled in output. Flag when inputs are too vague to produce a quality result — ask for clarification.
📁 Context File Tip
Project Context file
⚠️ Common Failure Modes
- May become generic, over-confident, miss constraints, over-automate, or produce output that needs fact checking.
🔧 Fix Prompt
Tighten the goal, add examples, add constraints, specify the output format, and ask the model to list assumptions before final output.
🎛 Available Modes
Quick
Detailed
Critic
Final
🔌 Compatibility & Requirements
✅ Works offline
👤 Needs human approval
Approval point: Before publishing, sending, spending money, changing systems, or making commitments.
Required tools:
No external tools required
📋 Upgrade Notes
Upgraded for Prompt Hub Pro v9.9.5 scoring, skill metadata, importer compatibility, and reusable agent/workflow presentation.
💡 Suggest an improvement
Install Wizard
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