Prompt Hub Import QA: Placeholder Sanitisation Test

Bert hold 📅 June 19, 2026 ⏱ 1 min read
Quality Gate v2.0

Prompt Hub Import QA: Placeholder Sanitisation Test

import-qaprompt-hubquality gatetesting
ChatGPTClaudeGemini
Health 100/100 ▲ 13 📋 43 copies

Trigger Phrase

Run the Prompt Hub import QA gate

Prompt

68 words
# QUALITY GATE: Prompt Hub Import QA: Placeholder Sanitisation 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.

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 Test 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.

⚠️ 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
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.

Next step: Apply the fixes, re-run the linter, then import only when the score is acceptable.
✅ 👤 HackTheSim · v2.0
Curated practical AI workflow and prompt library.
📅 Reviewed: 2026-06-19 🧪 Tested with: ChatGPT, Claude, Gemini
💡 Suggest an improvement

Install Wizard

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