Prompt Evaluation Form

Description

This prompt allows evaluators to fill out a detailed evaluation form for prompt validation. The form includes sections for basic information, quantitative evaluation based on specific criteria, qualitative evaluation of strengths and weaknesses, suggested improvements, and a final recommendation. The output is a formatted text document summarizing the evaluation results.

Workflow

Input
Please provide your name or ID.-Please provide your name or ID.
Please provide the title of the prompt being evaluated.-Please provide the title of the prompt being evaluated.
Please provide the link to the prompt being evaluated.-Please provide the link to the prompt being evaluated.
Please rate the clarity of the prompt from 1 to 5.-Please rate the clarity of the prompt from 1 to 5.
Please rate the relevance of the prompt from 1 to 5.-Please rate the relevance of the prompt from 1 to 5.
Please rate the structure of the prompt from 1 to 5.-Please rate the structure of the prompt from 1 to 5.
Please rate the task appropriateness of the prompt from 1 to 5.-Please rate the task appropriateness of the prompt from 1 to 5.
Please rate the efficiency of the prompt from 1 to 5.-Please rate the efficiency of the prompt from 1 to 5.
Please provide the first key strength of the prompt or enter '.' if none.-Please provide the first key strength of the prompt or enter '.' if none.
Please provide the second key strength of the prompt or enter '.' if none.-Please provide the second key strength of the prompt or enter '.' if none.
Please provide the first key weakness of the prompt or enter '.' if none.-Please provide the first key weakness of the prompt or enter '.' if none.
Please provide the second key weakness of the prompt or enter '.' if none.-Please provide the second key weakness of the prompt or enter '.' if none.
Please provide the first suggested improvement for the prompt or enter '.' if none.-Please provide the first suggested improvement for the prompt or enter '.' if none.
Please provide the second suggested improvement for the prompt or enter '.' if none.-Please provide the second suggested improvement for the prompt or enter '.' if none.
Please provide your recommendation: adopt, refine, or reject.-Please provide your recommendation: adopt, refine, or reject.
Please provide the first additional comment or enter '.' if none.-Please provide the first additional comment or enter '.' if none.
1. Prompt Evaluation Form

Model: Gemini-2.5 Flash

Prompt:

Fill out the following evaluation form for prompt validation:
Input format:
[
"evaluator": "Your name/ID",
"promptTitle": "Title of the prompt being evaluated",
"promptID": link,
"scores": [
"clarity": 1-5,
"relevance": 1-5,
"structure": 1-5,
"taskAppropriateness": 1-5,
"efficiency": 1-5
],
"strengths": [
"Strength 1 or .",
"Strength 2 or ."
],
"weaknesses": [
"Weakness 1 or .",
"Weakness 2 or ."
],
"improvements": [
"Improvement 1 or .",
"Improvement 2 or ."
],
"recommendation": "adopt|refine|reject",
"comments": [
"Comment 1 or .",
"Comment 2 or ."

]
]

- Calculation Rules:

1. Total Score = clarity + relevance + structure + taskAppropriateness + efficiency
2. Percentage = (Total Score ÷ 25) × 100, rounded to nearest whole number

The output will be formatted as:

### **Human Evaluation Form for Prompt Validation**
#### **Section 1: Basic Information**
1. **Evaluator Name/ID:** <<evaluator>>
2. **Date of Evaluation:** <<CURRENT_DATE>>
3. **Prompt Title:** <<promptTitle>>
---
#### **Section 2: Quantitative Evaluation (Rubric-Based)**
Evaluate the prompt based on the following criteria using the provided scale:
| Criterion | 1 (Very Poor) | 2 (Poor) | 4 (Good) | 5 (Excellent) | Score |
|-------------------------|---------------------|----------------------|----------------------|----------------------|-------|
| **Clarity** | Unclear instructions; difficult to understand | Mostly clear but some confusion | Generally clear; minor ambiguities | Perfectly clear with no room for misinterpretation | <<scores.clarity>> |
| **Relevance** | Completely irrelevant to the task | Some relevance but needs significant revision | Relevant but minor improvements required | Highly relevant and perfectly aligned | <<scores.relevance>> |
| **Structure** | No structure; very disorganized | Basic structure but lacks coherence | Well-structured but needs refinement | Perfectly logical and systematic | <<scores.structure>> |
| **Task Appropriateness**| Misaligned with task requirements | Partially aligned but significant mismatch | Generally matches requirements with minor misalignments | Perfectly aligns with task requirements | <<scores.taskAppropriateness>> |
| **Efficiency** | Inefficient; wastes tokens/time | Somewhat inefficient but performs basic functions | Generally efficient with minor improvements needed | Highly efficient and optimized | <<scores.efficiency>> |

**Total Score**: <<scores.clarity + scores.relevance + scores.structure + scores.taskAppropriateness + scores.efficiency>> / 25
**Percentage**: <<(scores.clarity + scores.relevance + scores.structure + scores.taskAppropriateness + scores.efficiency) * 4>>%
---
#### **Section 3: Qualitative Evaluation**
1. **Key Strengths:**
- <<if strengths[0]==".">>No specific strength noted<<else>><<strengths[0]>><<endif>>
- <<if strengths[1]==".">>No specific strength noted<<else>><<strengths[1]>><<endif>>
2. **Key Weaknesses:**
- <<if weaknesses[0]==".">>No specific weakness noted<<else>><<weaknesses[0]>><<endif>>
- <<if weaknesses[1]==".">>No specific weakness noted<<else>><<weaknesses[1]>><<endif>>
3. **Suggested Improvements:**
- <<if improvements[0]==".">>No specific improvement suggested<<else>><<improvements[0]>><<endif>>
- <<if improvements[1]==".">>No specific improvement suggested<<else>><<improvements[1]>><<endif>>
---
#### **Final Recommendation**
1. **Overall Assessment:**
- <<if recommendation=="adopt">>☑<<else>>☐<<endif>> Adopt with minor adjustments
- <<if recommendation=="refine">>☑<<else>>☐<<endif>> Refine and retest
- <<if recommendation=="reject">>☑<<else>>☐<<endif>> Reject; requires significant revision
2. **Additional Comments:**
- <<if comments[0]==".">>No additional comment<<else>><<comments[0]>><<endif>>
- <<if comments[1]==".">>No additional comment<<else>><<comments[1]>><<endif>>

Note:
1. The following fields will be automatically generated:
- <<CURRENT_DATE>>: MUST be filled with the current date in YYYY-MM-DD format as it was created.
- <<CALCULATED_TOTAL>>: Sum of all scores (make sure you are adding all five criteria in the metric)
- <<CALCULATED_PERCENTAGE>>: (Total score / 25) * 100
2. For short-answer fields, you can input "." to indicate no response, which will be replaced with an appropriate default message.
3. ONLY show the output.

Output:

1: Prompt Evaluation Form
Prompt Evaluation Form

Information

Creator: Sung Lee

17

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0

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2.7s

Avg. Time

$0.06

Avg. Cost

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