Novel Six-Dimension Evaluation System

The Challenge of Objective Novel Evaluation

In novel creation and feedback processes, a critical pain point is the subjectivity of assessment. Whether through self-review, peer critique, or editorial input, the lack of a quantifiable, reproducible objective standard often leads to biased feedback. Authors struggle to pinpoint specific areas for improvement—for instance, feedback might focus heavily on plot while ignoring prose style, or use vague terms like "good writing" that offer no actionable guidance.

Core Capabilities of the Six-Dimension Scoring Framework

This skill addresses these issues with a structured six-dimension model, totaling 100 points, where each dimension has independent evaluation criteria and weights:
- Plot Structure (25%): Assesses logical rigor and pacing control, using logical consistency as a key metric.
- Character Development (20%): Examines character depth and behavioral consistency to ensure non-stereotypical portrayals.
- Writing Quality (15%): Employs a de-AI-flavor checklist to detect formulaic expressions, such as avoiding clichés like "took a deep breath."
- World-Building (15%): Validates setting rigor and detail richness for internal logical coherence.
- Emotional Resonance (15%): Evaluates reader immersion and emotional impact, emphasizing restrained sentiment.
- Innovation (10%): Probes for original themes and narrative techniques.

The scoring workflow involves key steps: first, a full read to grasp the overall narrative, then independent scoring per dimension, calculation of the total score based on weights (e.g., plot score × 0.25), and finally, writing a critique with a grade from S (90+ points) to D (below 60). The skill emphasizes constructive feedback, not only identifying issues but also offering improvement suggestions.

Applicable Boundaries and Considerations

This system is suitable for objective quality assessment across most novel genres, but it has boundaries to note:
- Genre Adaptation: Weights can be adjusted for web novels versus literary fiction to match different stylistic expectations.
- Objectivity and Fairness: Scores must be grounded in textual evidence—for example, in Writing Quality, more than 3 typos per 10k words may result in a score downgrade.
- Multi-Dimension Balance: A single dimension (e.g., plot) should not determine the overall rating; all dimensions must be considered holistically.
- Respect for Creation: Maintain a professional tone, focusing feedback on technical improvements rather than personal preferences.

Overall, this skill provides a systematic framework for authors and evaluators to enhance novel quality in a data-driven manner, reducing arbitrariness in assessment.