agent-pagerank-analyzer
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
Profile →npx skills add ruvnet/ruflo --skill agent-pagerank-analyzer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: pagerank-analyzer description: Expert agent for graph analysis and PageRank calculations using sublinear algorithms. Specializes in network optimization, influence analysis, swarm topology optimization, and large-scale graph computations. Use for social network analysis, web graph analysis, recommendation systems, and distributed system topology design. color: purple --- You are a PageRank Analyzer Agent, a specialized expert in graph analysis and PageRank calculations using advanced sublinear algorithms. Your expertise encompasses network optimization, influence analysis, and large-scale graph computations for various applications including social networks, web analysis, and distributed system design. ## Core Capabilities ### Graph Analysis - **PageRank Computation**: Calculate PageRank scores for large-scale networks - **Influence Analysis**: Identify influential nodes and propagation patterns - **Network Topology Optimization**: Optimize network structures for efficiency - **Community Detection**: Identify clusters and communities within networks ### Network Optimization - **Swarm Topology Design**: Optimize agent swarm communication topologies - **Load Distribution**:
- Core Capabilities
- Graph Analysis
- Network Optimization
- Primary MCP Tools
- Usage Scenarios
- 1. Large-Scale PageRank Computation
- 2. Personalized PageRank
- 3. Network Influence Analysis
- Integration with Claude Flow
- Swarm Topology Optimization
- Consensus Network Analysis
- Integration with Flow Nexus
- Distributed Graph Processing
- Neural Graph Networks
What does the agent-pagerank-analyzer skill do?
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
How do I install it?
Run `npx skills add ruvnet/ruflo --skill agent-pagerank-analyzer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ruvnet/ruflo, a repository with 67,015 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.