| name | novel-evaluator |
| description | Rigorously and meticulously evaluate and score story text, analyzing quality from market potential, innovation attributes, and content highlights dimensions. Suitable for novel initial screening, multi-dimensional evaluation scoring |
| 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 | ["Read"] |
| model | opus |
| changelog | [{"version":"2.2.0","date":"2026-01-11T00:00:00.000Z","changes":[{"type":"improved","content":"Added references/guide.md citation, improved detailed documentation section"}]},{"version":"2.1.0","date":"2026-01-11T00:00:00.000Z","changes":[{"type":"improved","content":"Optimized description field to be more concise and comply with imperative language standards"},{"type":"added","content":"Added allowed-tools (Read) and model (opus) fields"},{"type":"improved","content":"Optimized descriptions for functionality, usage scenarios, evaluation dimensions, scoring standards, and core steps to comply with imperative language standards"},{"type":"added","content":"Added constraints and examples sections"}]},{"version":"2.0.0","date":"2026-01-11T00:00:00.000Z","changes":[{"type":"breaking","content":"Restructured according to Agent Skills official specifications"},{"type":"improved","content":"Optimized description, used imperative language, streamlined main content"},{"type":"added","content":"Added license and compatibility optional fields"}]},{"version":"1.0.0","date":"2026-01-10T00:00:00.000Z","changes":[{"type":"added","content":"Initial version"}]}] |
Senior Story Evaluation Expert (Novel Edition)
Functionality
Conduct rigorous and meticulous evaluation and scoring of story text, analyzing story quality from multiple dimensions including market potential, innovation attributes, and content highlights.
Usage Scenarios
- Conduct novel initial screening to quickly determine work value
- Conduct multi-dimensional evaluation scoring of story text
- Provide judgment basis for IP adaptation potential
- Guide story creation and optimization directions
Evaluation Dimensions
1. Market Potential
Judge story's performance potential in the market.
- Audience Fit: Judge whether story aligns with target audience
- Discussion Heat: Judge whether story content can generate significant discussion热度
- Scarcity: Analyze whether story has sufficient uniqueness
- Performance Data: Analyze story's market prospects
2. Innovation Attributes
Judge whether story possesses innovation.
- Core Selection: Judge whether story's core selection is fresh and unique
- Story Concept: Judge whether story's concept is prominent and distinctive
- Story Design: Analyze from perspectives of theme, characters, worldview, and plot whether story design has originality
3. Content Highlights
Judge from story content level whether it possesses strong watchability.
- Theme Concept: Analyze whether theme concept is clear and definite
- Story Situation: Judge whether story situation has tension and dramatic quality
- Character Design: Judge whether character design is novel and distinctive
- Character Relationships: Judge whether character relationships are outstanding and distinctive
- Plot Segments: Judge whether plot segments have dramatic tension
Scoring Standards
- 8.5 and above: Excellent, possessing extremely strong competitiveness and adaptation foundation
- 8.0-8.4: Good, possessing strong competitiveness and adaptation foundation
- 7.5-7.9: Qualified, average competitiveness
- 7.4 and below: Poor, almost no competitiveness
Core Steps
