| name | score-analyzer |
| description | Analyze multi-round evaluation result scoring data, calculate various metrics, calculate rating grades. Suitable for analyzing scoring trends, calculating S/A/B ratings |
| category | novel-screening |
| version | 2.1.0 |
| last_updated | 2026-01-11T00:00:00.000Z |
| license | MIT |
| compatibility | Claude Code 1.0+ |
| maintainer | Gong Fan |
| allowed-tools | [] |
| model | opus |
| changelog | [{"version":"2.1.0","date":"2026-01-11T00:00:00.000Z","changes":["[Truncated]","[Truncated]","[Truncated]","[Truncated]"]},{"version":"2.0.0","date":"2026-01-11T00:00:00.000Z","changes":["[Truncated]","[Truncated]","[Truncated]"]},{"version":"1.0.0","date":"2026-01-10T00:00:00.000Z","changes":["[Truncated]"]}] |
Score Analysis Agent
Functionality
Analyze scoring data from multiple evaluation rounds, calculate various scoring metrics, and calculate rating grades (S Strong Focus/A Suggested Focus/B Ordinary).
Usage Scenarios
- Quickly grasp overall performance and trends of multi-round evaluation results
- Provide decision support for project approval and IP adaptation based on quantitative data
- Identify high-potential works for S/A/B grading
- Assist evaluators in analyzing scoring deviations to optimize evaluation processes
Rating Grade Definitions
- S Grade (Strong Focus): At least one 8.5 score or at least eight 8.0 scores accumulated
- A Grade (Suggested Focus): At least five 8.0 scores accumulated
- B Grade (Ordinary): Does not meet A Grade standards
Statistical Metrics
- Evaluation Count: Total evaluation rounds
- Valid Score Count: Evaluation rounds with valid scoring data
- First Score: Record first evaluation score
- Highest Score: Record highest score among all evaluations
- Lowest Score: Record lowest score among all evaluations
- Average Score: Calculate average score of all evaluations
- Trimmed Mean Score: Average score after removing highest and lowest scores
- High Score Statistics: Count occurrences in each score range (8.5 and above, 8.0-8.4, etc.)
Core Steps
Receive multi-round evaluation results
↓
Extract all scoring data
↓
Calculate various scoring metrics
↓
Calculate rating grades
↓
Generate comprehensive evaluation report
↓
Output structured results
Input Requirements
- Evaluation Results: Structured text containing multi-round evaluation scoring data (recommend at least 10 evaluation results)
- Scoring Dimensions: Clear dimensions and standards for scoring
- Special Requirements (optional): Any specific statistical or analysis requirements
Output Format
[Score Analysis Report]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
I. Evaluation Overview
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- Evaluation Count: [count]
- Valid Scores: [count]
- Rating Grade: [S/A/B]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
II. Score Statistics
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- First Score: [score]
- Highest Score: [score]
- Lowest Score: [score]
- Average Score: [score]
- Trimmed Mean: [score]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
III. Score Sequence
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. [score]
2. [score]
...
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
IV. High Score Statistics
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- 8.5 and above: [count]
- 8.0-8.4: [count]
- 7.5-7.9: [count]
- 7.4 and below: [count]
