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Importance Scoring

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SOP: 评估研究 gap 的学术与实践重要性,输出 1-5 分及依据

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  • Added May 27, 2026
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Scanned May 27, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill importance-scoring --agent claude-code

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SKILL.md
---
name: importance-scoring
description: "SOP: 评估研究 gap 的学术与实践重要性,输出 1-5 分及依据"
version: 1.0.0
category: hypothesis-formation
type: sop
campaign: gap-prioritization
input: "GapRecord — 单条标准化 gap 记录"
output: "ImportanceScore — 含维度分、综合分(1-5)及文字依据"
dependencies:
  skills:
    - subagent-spawning
---

# Importance Scoring

评估研究 gap 的学术与实践重要性,输出 1-5 分及依据。

## HARD-GATE

<HARD-GATE>
- 输入必须是 status: "complete" 的 GapRecord(id、title、description、domain 均非空)
- 输出综合分必须在 [1, 5] 区间内(可为小数,保留一位)
- 每个子维度必须附带至少 1 句文字依据
</HARD-GATE>

## Pipeline

1. **前置检查**: 验证输入 GapRecord 完整性;确认 domain 字段有效
2. **领域影响评估**: 判断该 gap 对所在领域的核心问题影响程度(1-5);参考:是否阻碍领域进展、是否被多篇文献反复提及
3. **理论贡献评估**: 判断填补该 gap 对理论体系的贡献(1-5);参考:是否挑战现有范式、是否能统一分散理论
4. **实践价值评估**: 判断填补该 gap 的现实应用价值(1-5);参考:受益人群规模、可落地性、产业/政策影响
5. **综合评分**: 三维度加权平均(领域影响 40%、理论贡献 30%、实践价值 30%),保留一位小数
6. **输出**: 返回 ImportanceScore 对象

## Output Format

```json
{
  "gap_id": "gap_001",
  "dimension_scores": {
    "domain_impact": { "score": 4, "rationale": "..." },
    "theoretical_contribution": { "score": 3, "rationale": "..." },
    "practical_value": { "score": 4, "rationale": "..." }
  },
  "composite_score": 3.7,
  "overall_rationale": "综合依据(2-4句)"
}
```

Files in this skill

  • SKILL.md1.8 KB
  • prompt.md2.2 KB

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