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专门分析商业生态系统中各主体间关系的技能，提供关系类型分析、网络拓扑分析、关键关系识别、生态系统健康度评估等功能，分析合作、竞争、供应、投资、监管等多种关系类型
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Based on SOC occupation classification
行动者网络理论专家分析技能，整合参与者识别、网络分析和转译过程追踪功能，提供全面的ANT分析框架
当用户需要执行行动者网络理论分析，包括参与者识别、关系网络构建、转译过程追踪和网络动态分析时使用此技能
当用户需要检验扎根理论饱和度，包括新概念识别、范畴完善度、关系充分性和理论完整性评估时使用此技能
执行布迪厄场域分析，包括场域边界识别、资本分布分析、自主性评估和习性模式分析。当需要分析社会场域的结构、权力关系和文化资本时使用此技能。
扎根理论专家分析技能，整合开放编码、轴心编码、选择式编码、备忘录撰写和理论饱和度检验功能，提供完整的扎根理论分析框架
当用户需要执行扎根理论的轴心编码，包括范畴识别、属性维度分析、关系建立和Paradigm模型构建时使用此技能
| name | ecosystem-relationship-analysis |
| description | 专门分析商业生态系统中各主体间关系的技能，提供关系类型分析、网络拓扑分析、关键关系识别、生态系统健康度评估等功能，分析合作、竞争、供应、投资、监管等多种关系类型 |
| version | 1.0.0 |
| author | socienceAI.com |
| license | MIT |
| tags | ["ecosystem","relationship-analysis","network","stability","community-detection"] |
| compatibility | Node.js environment |
| metadata | {"domain":"business-analysis","methodology":"network-analysis","complexity":"intermediate","integration_type":"analysis_tool","last_updated":"2025-12-26"} |
| allowed-tools | ["node","bash","read_file","write_file"] |
当需要执行生态系统关系分析时，调用 ecosystem_relationship_analyzer.py 脚本。
{
"entities": [
{
"id": "实体唯一标识",
"name": "实体名称",
"type": "实体类型",
"industry": "所属行业",
"characteristics": {}
}
],
"relationships": [
{
"source": "源实体ID",
"target": "目标实体ID",
"type": "关系类型",
"strength": "关系强度(0-1)",
"description": "关系描述"
}
]
}
{
"summary": {
"total_entities": "实体总数",
"total_relationships": "关系总数",
"relationship_types": "关系类型列表",
"ecosystem_health_score": "生态系统健康度分数",
"key_relationships_count": "关键关系数量"
},
"details": {
"relationshipAnalysis": {
"summary": {
"totalRelationships": "总关系数",
"averageStrength": "平均强度",
"relationshipTypeCount": "关系类型数",
"keyRelationshipCount": "关键关系数",
"primaryTypes": "主要关系类型"
},
"relationshipTypes": {
"关系类型": {
"count": "该类型关系数",
"avgStrength": "该类型平均强度"
}
},
"keyRelationships": [
{
"source": "源实体ID",
"target": "目标实体ID",
"type": "关系类型",
"strength": "关系强度",
"keyScore": "关键分数",
"sourceImportance": "源实体重要性",
"targetImportance": "目标实体重要性"
}
]
},
"networkProperties": {
"topology": {
"entityCount": "实体数",
"relationshipCount": "关系数",
"density": "网络密度",
"averageDegree": "平均度"
},
"centralities": {
"degree": "度中心性",
"closeness": "接近中心性",
"betweenness": "中介中心性"
},
"communities": {
"count": "社区数量",
"communities": [
{
"id": "社区ID",
"entities": "实体列表",
"size": "社区规模"
}
],
"entityToCommunity": "实体到社区映射"
},
"health": {
"score": "健康度分数",
"indicators": {
"density": "密度指标",
"connectivity": "连通性指标",
"diversity": "多样性指标",
"averageDegree": "平均度指标"
},
"assessment": "健康度评估"
}
}
},
"metadata": {
"timestamp": "时间戳",
"version": "版本号",
"skill": "技能名称",
"validationScore": "验证分数"
}
}