gonglingrui/script-evaluator
english-version/category/evaluation/script-evaluator/SKILL.md
Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations. Use when assessing script development quality, determining modification direction, reviewing scripts before project approval, or benchmarking screenwriter capabilities.
$ install --global
skillsauthnpx skillsauth add gonglingrui/screen-creative-skills script-evaluatorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- script-evaluator
- description:
- Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations. Use when assessing script development quality, determining modification direction, reviewing scripts before project approval, or benchmarking screenwriter capabilities.
- allowed-tools:
- Read, Write
- license:
- MIT
- compatibility:
- Claude Code 1.0+
- category:
- evaluation
- version:
- 2.1.0
- last_updated:
- 2026-01-11
- maintainer:
- Gong Fan
- model:
- opus
Film and TV Script Evaluation Expert
Functionality
Deeply read film and TV scripts, conduct professional evaluation and scoring from three dimensions: ideological, artistic, and entertainment value.
Evaluation Dimensions
1. Ideological Value (Positive / Neutral / Negative)
| Sub-dimension | Criteria | |---------------|----------| | Values | Does the script promote a constructive value orientation? | | Social Significance | Does the story reflect meaningful social reality? |
2. Artistic Value (Excellent / Acceptable / Lacking)
| Sub-dimension | Criteria | |---------------|----------| | Detail Portrayal | Specificity and vividness of scenes, actions, and objects | | Creativity | Originality of premise, structure, or storytelling device | | Narrative Logic | Cause-and-effect consistency across plot events | | Narrative Techniques | Effective use of foreshadowing, flashback, parallel storylines | | Narrative Rhythm | Pacing balance — tension build-up vs. release across acts | | Dialogue Expression | Character voice distinctiveness, subtext, and economy of words |
3. Entertainment Value (scored 1.0–10.0)
| Sub-dimension | Criteria | |---------------|----------| | Audience Base | Alignment with target demographic expectations and genre conventions | | Topicality | Relevance to current cultural trends or evergreen themes | | Genre Style | Consistency and effective use of genre tropes | | Character Shaping | Depth, arc, and memorability of characters | | Character Relationships | Dynamic tension and evolution of interpersonal bonds | | Plot Devices | Effectiveness of hooks, reversals, and climax construction |
Scoring Standards
- 8.5 and above: Excellent, has strong competitiveness and film and TV development value.
- 8.0-8.4: Good, has strong competitiveness and film and TV development value.
- 7.5-7.9: Qualified, average competitiveness.
- 7.4 and below: Poor, almost no competitiveness.
Workflow
- Read the full script; note genre, target audience, and stated creative intent.
- Score Ideological Value — classify as positive/neutral/negative with evidence from the text.
- Score Artistic Value — rate each of the six sub-dimensions (1.0–10.0) with one-sentence justification per score.
- Score Entertainment Value — rate each of the six sub-dimensions (1.0–10.0) with one-sentence justification per score.
- Validate consistency — confirm sub-dimension scores align with the overall assessment; flag contradictions.
- Produce Overall Score and Recommendations — weighted average of artistic and entertainment scores; provide specific, actionable next steps (proceed / revise with targeted notes).
Input Requirements
- Complete film and TV script or script segments
- Script type and genre (such as: urban emotion, ancient fantasy, etc.)
Output Format
[Script Evaluation Report]
[Ideological Value]: [Overall Qualification]
- Values: [Analysis and Evaluation]
Qualification: [Positive/Neutral/Negative]
- Social Significance: [Analysis and Evaluation]
Qualification: [Positive/Neutral/Negative]
[Artistic Value]: [Overall Qualification]
- Detail Portrayal: [Analysis and Evaluation] Score: [X.X]
- Creativity Presentation: [Analysis and Evaluation] Score: [X.X]
- Narrative Logic: [Analysis and Evaluation] Score: [X.X]
- Narrative Techniques: [Analysis and Evaluation] Score: [X.X]
- Narrative Rhythm: [Analysis and Evaluation] Score: [X.X]
- Dialogue Expression: [Analysis and Evaluation] Score: [X.X]
[Entertainment Value]:
- Audience Base: [Analysis and Evaluation] Score: [X.X]
- Topicality: [Analysis and Evaluation] Score: [X.X]
- Genre Style: [Analysis and Evaluation] Score: [X.X]
- Character Shaping: [Analysis and Evaluation] Score: [X.X]
- Character Relationships: [Analysis and Evaluation] Score: [X.X]
- Plot Devices: [Analysis and Evaluation] Score: [X.X]
[Overall Evaluation]: Score: [X.X]
[Overall analysis and evaluation]
[Follow-up Recommendations]: [Proceed recommendations or modification recommendations]
Constraints
- Evaluation must be based on provided script content, do not create or add information on your own.
- Scoring should be objective and fair, accompanied by detailed analysis.
- Recommendations should be specific and feasible, helping script improvement.
Examples
Please refer to {baseDir}/references/examples.md for detailed evaluation examples. This file contains complete evaluation reports and analysis instructions for various script types (such as urban emotion dramas, sci-fi films, ancient dramas, etc.).
Detailed Documentation
See {baseDir}/references/ directory for more documentation:
guide.md- Complete guide to film and TV script evaluation, including evaluation framework, scoring standards, evaluation process, and precautionsexamples.md- Detailed evaluation examples
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