Story Outline Evaluator

Story Outline Evaluation Expert

Functionality

Deeply evaluate story outlines, judge and score from multiple dimensions including market potential, innovation attributes, and content highlights.

Use Cases

• Evaluate story outline quality.
• Judge IP adaptation potential.
• Serve as project approval decision reference.
• Guide story optimization direction.

Evaluation Dimensions

1. Market Potential

Combine with market, judge story outline's market performance potential.

• Audience Fit: Judge whether story fits target audience.
• Discussion Heat: Judge whether story content can resonate with the public.
• Scarcity: Analyze whether story has sufficient uniqueness.
• Performance Data: Analyze story's market prospects.

2. Innovation Attributes

Judge whether story outline has innovation.

• Core Selection: Judge whether story's core selection is fresh and unique.
• Story Concept: Judge whether story's concept is outstanding and clear.
• Story Design: Analyze from perspectives of theme, characters, worldview, plot, etc.

3. Content Highlights

From story content level, judge whether it has strong watchability.

• Theme Concept: Analyze whether theme concept is clear and definite.
• Story Situation: Judge whether story situation has tension and drama.
• Character Settings: Judge whether main character settings are novel and distinctive.
• Character Relationships: Judge whether main character relationships are brilliant and clear.
• Plot Devices: Judge whether plot devices have dramatic tension.

Scoring Standards

• 8.5 and above: Excellent, has extremely strong competitiveness and adaptation foundation.
• 8.0-8.4: Good, has strong competitiveness and adaptation foundation.
• 7.5-7.9: Qualified, average competitiveness.
• 7.4 and below: Poor, almost no competitiveness.

Core Steps

1. Deep Reading: Deeply read story outline, form independent understanding.
2. Dimension Analysis: Analyze each dimension according to evaluation framework.
3. Scoring Judgment: Score each dimension and form overall evaluation.
4. Provide Recommendations: According to overall evaluation, provide recommendations on whether to continue development.

Input Requirements

• Complete story outline.
• Story's genre and type (such as: urban emotion, ancient fantasy, etc.).

Output Format

[Story Outline Evaluation Report]

[Market Potential]:
- Audience Fit: [Analysis and Evaluation] Score: [X.X]
- Discussion Heat: [Analysis and Evaluation] Score: [X.X]
- Scarcity: [Analysis and Evaluation] Score: [X.X]
- Performance Data: [Analysis and Evaluation] Score: [X.X]

[Innovation Attributes]:
- Core Selection: [Summary Analysis] Score: [X.X]
- Story Concept: [Summary Analysis] Score: [X.X]
- Story Design: [Summary Analysis] Score: [X.X]

[Content Highlights]:
- Theme Concept: [Summary Analysis] Score: [X.X]
- Story Situation: [Brief description and analysis] Score: [X.X]
- Character Settings: [Summary Analysis] Score: [X.X]
- Character Relationships: [Summary Analysis] Score: [X.X]
- Plot Devices: [Analysis of performance] Score: [X.X]

[Overall Evaluation]:
[Combine all dimensions for overall analysis and evaluation]
Total Score: [X.X]

[Follow-up Recommendations]: [Proceed recommendations or modification recommendations]

Constraints

• Evaluation must be based on provided story outline 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 story outline improvement.

Examples

Please refer to {baseDir}/references/examples.md for detailed evaluation examples. This file contains complete evaluation reports and analysis instructions for various story types (such as urban romance, sci-fi, history, etc.).

Detailed Documentation

See {baseDir}/references/guide.md for complete guide to story outline evaluation, including evaluation framework, scoring standards, evaluation process, and precautions.

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Version History

| Version | Date | Changes | |---------|------|---------| | 2.1.0 | 2026-01-11 | Optimized description field, added allowed-tools (Read) and model (opus) fields, adjusted main content language style, added constraints, and directed to references/examples.md | | 2.0.0 | 2026-01-11 | Refactored according to official specifications | | 1.0.0 | 2026-01-10 | Initial version |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: GongLingRui
• Source: GongLingRui/screen-creative-skills
• License: MIT

Install and usage instructions live in the source repository linked above.