Prompt Hub Import QA: Short Title Recovery Test
Prompt Hub Import QA: Short Title Recovery Test
ChatGPTClaudeGemini
Health
100/100
▲ 112
📋 518 copies
Trigger Phrase
Run the Prompt Hub import QA gate
Prompt
69 words# QUALITY GATE: Prompt Hub Import QA: Short Title Recovery Test
Purpose: validate that a weak imported row has been upgraded into a useful, safe, reusable Prompt Hub asset.
Review the supplied prompt entry and check title clarity, body usefulness, metadata completeness, placeholder hygiene, and whether a user could run it without guessing.
Return a score, the issues found, and the exact fix needed. Do not invent missing business context.
Purpose: validate that a weak imported row has been upgraded into a useful, safe, reusable Prompt Hub asset.
Review the supplied prompt entry and check title clarity, body usefulness, metadata completeness, placeholder hygiene, and whether a user could run it without guessing.
Return a score, the issues found, and the exact fix needed. Do not invent missing business context.
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 prompt text. Paste into ChatGPT, Claude, Gemini, or any AI chat. Fill in bracketed placeholders with your details. Run and review output.
Test It
Test command:
Trigger with: 'Test the gdsg with this input: [provide a short real example]'. Confirm output is specific, structured, and useful.
Expected output:
Score: 96/100. Issues: one vague instruction. Fix: add target audience and expected output format.
Pass criteria:
- Passes if it identifies weak metadata, unsafe placeholders, missing fields, and gives a concrete repair.
⚠️ 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
Task brief, examples, constraints, audience, and source material.