Prompt Judge: Rubric Grader + Fixes + Rewrite + Tests (1–5 Scores)
Description
Drop-in overlay that grades your prompts with numeric scores (rubric: clarity, grounding, robustness), prescribes exact edits for weak areas, outputs PROMPT_V2, and generates a test suite. Starts with "Provide A prompt for JUDGEMENT". Works in any LLM.
Usage Examples
**Example 1: Simple rewrite**
User: "Write a blog post about AI."
Overlay → "Provide A prompt for JUDGEMENT"
User: [pastes prompt]
Output: Scores (Clarity:2/5 "Too vague"), Prescriptions ("Add output format: H1+H2+bullets"), PROMPT_V2, 6 tests.
**Example 2: High-risk grading**
User: "Grade this medical prompt: [paste]"
Output: RISK_LEVEL=high → threshold 0.90, stricter weights on grounding/safety, 10 tests.
**Example 3: Batch A/B**
User: "Prompt1 ---PROMPT--- Prompt2"
Output: Side-by-side scorecard, winner recommendation.
Customer Reviews
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Hayssss Prime
Independent Prompt Engineer specializing in AI systems! Creator of Layer 24™ — Verification First. Safety Always. Trust by Design!
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