# Story Outline Evaluator

> Professionally evaluate story outlines, judge and score from dimensions of market potential, innovation attributes, and content highlights. Suitable for story outline quality assessment, IP adaptation potential judgment, project approval decision

- **Type:** Skill
- **Install:** `agentstack add skill-gonglingrui-screen-creative-skills-story-outline-evaluator`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [GongLingRui](https://agentstack.voostack.com/s/gonglingrui)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [GongLingRui](https://github.com/GongLingRui)
- **Source:** https://github.com/GongLingRui/screen-creative-skills/tree/master/english-version/category/evaluation/story-outline-evaluator

## Install

```sh
agentstack add skill-gonglingrui-screen-creative-skills-story-outline-evaluator
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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.

---

## 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](https://github.com/GongLingRui)
- **Source:** [GongLingRui/screen-creative-skills](https://github.com/GongLingRui/screen-creative-skills)
- **License:** MIT

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

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-gonglingrui-screen-creative-skills-story-outline-evaluator
- Seller: https://agentstack.voostack.com/s/gonglingrui
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.