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npx versuz@latest install hiyenwong-ai-collection-collection-skills-digraph-complex-brain-topologygit clone https://github.com/hiyenwong/ai_collection.gitcp ai_collection/SKILL.MD ~/.claude/skills/hiyenwong-ai-collection-collection-skills-digraph-complex-brain-topology/SKILL.md--- name: digraph-based-complexes-for-brain-network-analysis description: **来源论文:** arXiv:2409.09862 - Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis --- # Digraph-Based Complexes for Brain Network Analysis **来源论文:** arXiv:2409.09862 - Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis **效用评分:** 0.96 **创建时间:** 2026-03-25 02:03 ## 概述 有向图复形的定量理论及其在脑网络分析中的应用,为有向脑网络的拓扑分析提供理论基础。 ## 激活关键词 - digraph complex brain network - directed graph topology - brain network topology - simplicial complex directed ## 核心方法 有向图 → 单纯复形 → 拓扑特征提取 ## 应用场景 - 有向脑连接分析 - 因果网络拓扑 - 信息流方向性研究 ## 相关技能 - `dcho-higher-order-brain-connectivity` - `brain-higher-order-structures` --- _此技能用于有向图复形的脑网络拓扑分析_ ## Description Digraph-Based Complexes for Brain Network Analysis ## Activation Keywords - digraph-complex-brain-topology - digraph-complex-brain-topology 技能 - digraph-complex-brain-topology skill ## Tools Used - `read` - Read documentation and references - `web_search` - Search for related information - `web_fetch` - Fetch paper or documentation ## Instructions for Agents Follow these steps when applying this skill: ### Step 1: Understand the Request ### Step 2: Search for Information ### Step 3: Apply the Framework ### Step 4: Provide Results ### Step 5: Verify Accuracy ## Examples ### Example 1: Basic Application **User:** I need to apply Digraph-Based Complexes for Brain Network Analysis to my analysis. **Agent:** I'll help you apply digraph-complex-brain-topology. First, let me understand your specific use case... **Context:** Apply the methodology ### Example 2: Advanced Scenario **User:** Complex analysis scenario **Agent:** Based on the methodology, I'll guide you through the advanced application... ### Example 2: Advanced Application **User:** What are the key considerations for digraph-complex-brain-topology? **Agent:** Let me search for the latest research and best practices...