comparative-review-skill
对比审核技能。对比生成剧本与爆款剧本的节奏、对话、情绪、框架,给出PASS/FAIL判断和改进建议。
Skill by Supreme-Ultimate
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/supreme-ultimate-comparative-review-skill
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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
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~/.claude/skills/comparative-review-skill
What's inside
- Skill name
comparative-review-skill- Description
- 对比审核技能。对比生成剧本与爆款剧本的节奏、对话、情绪、框架,给出PASS/FAIL判断和改进建议。
- License
- MIT
- Instructions
- 370 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# 对比审核技能
## 必读
1. `../../references/00-first-principles.md` — 第一性原则(可拍性、留存性、一致性、可验证性)
2. `../../references/03-script-writing-standard.md` — 剧本写作标准(对话比、视觉标记、网文感、节奏控制)
3. `../../references/04-review-gates.md` — 审核门槛(PASS/FAIL标准、回改流程)
## 功能
对比生成剧本与参考的爆款剧本,从多个维度进行分析,防止AI味,确保剧本质量。
## 对比维度
### 1. 节奏对比
**统计指标**:
- 场景数(scene_count)
- 冲突密度(conflict_density)= 冲突次数 / 总字数
- 平均场景时长(avg_scene_duration)
- 时长方差(duration_variance)
- 情绪强度(emotion_intensity)
**对比方法**:
```python
# 统计生成剧本
generated = analyze_rhythm(generated_script)
# 统计参考剧本(5个的平均值)
reference = average([analyze_rhythm(ref) for ref in reference_scripts])
# 对比
rhythm_score = compare_metrics(generated, reference)
```
**判断标准**:
- 场景数:±2个场景内为PASS
- 冲突密度:±0.01内为PASS
- 情绪强度:±0.01内为PASS
### 2. 对话风格对比
**统计指标**:
- 平均句长(avg_sentence_length)
- 对话比(dialogue_ratio)= 对话字数 / 总字数
- 视觉标记密度(visual_markers_per_100)
- 短句比例(short_sentence_ratio)< 10字符的句子占比
- 网文感关键词密度(wanwen_keywords_per_100)
**网文感关键词**:
```python
wanwen_keywords = [
'冷笑', '嗤笑', '冷哼', '冷声', '冷冷',
'眼神一冷', '眸光一沉', '嘴角勾起',
'不屑', '轻蔑', '讥讽', '嘲讽',
'霸气', '强势', '凌厉', '锐利'
]
```
**判断标准**:
- 句长:12±3字符为PASS
- 对话比:70%±10%为PASS
- 视觉标记:3-5个/100字为PASS
### 3. 情绪冲击力对比
**统计指标**:
- 情绪词汇密度(emotion_word_density)
- 情感极性摆动(emotion_polarity_swing)
- 高潮点数量(climax_count)
- 悬念设置(suspense_count)
**情绪词汇**:
```python
emotion_words = {
'愤怒': ['愤怒', '暴怒', '怒火', '气愤', '恼怒'],
'悲伤': ['悲伤', '难过', '伤心', '痛苦', '绝望'],
'惊讶': ['惊讶', '震惊', '惊愕', '愕然', '惊呆'],
'恐惧': ['恐惧', '害怕', '惊恐', '畏惧', '胆寒'],
'喜悦': ['喜悦', '高兴', '欣喜', '愉悦', '兴奋']
}
```
**判断标准**:
- 情绪词汇:1.5-2.5个/100字为PASS
- 情感摆动:至少2次明显摆动为PASS
- 高潮点:至少1个为PASS
### 4. 框架结构对比
**结构要素**:
- 开局(hook):前10%是否有强钩子
- 发展(development):中间60%是否有持续冲突
- 高潮(climax):是否有明显高潮点
- 反转(twist):是否有意外反转
- 结局(ending):是否有强悬念/钩子
**判断标准**:
- 5个要素至少满足4个为PASS
### 5. 跨集内容重复检查
**检查对象**:当前集与前一集的内容对比
**检查项**:
- 场景重复:当前集与前一集是否有相同的场景
- 剧情点重复:当前集与前一集是否有相同的剧情点
- 对话重复:当前集与前一集是否有相似的对话
- 事件重复:当前集与前一集是否是同一个事件
**判断标准**:
- 发现任何重复内容,必须 FAIL
- 必须指出具体的重复位置
- 必须要求删除或重写重复内容
**示例**:
```python
# 检查场景重复
ep01_scenes = extract_scenes(ep01_script)From Supreme-Ultimate/novel-to-script-team, MIT.
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Signals
- Stars
- 179
- Forks
- 35
- Open issues
- 0
- Last commit (this folder)
- May 2, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
comparative-review-skill. Agent Mart. https://agentmart.dev/skills/supreme-ultimate-comparative-review-skill (last updated 2026-10-24)