Vector Cluster
技能 活跃Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
To help users discover natural groupings and themes within collections of code embeddings using advanced graph-based clustering techniques.
功能
- Cluster code by graph community detection
- Utilizes spectral and Louvain clustering algorithms
- Integrates with `ruvector@0.2.25` via npx
- Stores clustering results in memory
使用场景
- Discovering themes in large codebases
- Identifying outliers or anomalies in embeddings
- Organizing and categorizing vector collections
非目标
- Distributed cluster operations
- Namespaced k-means clustering over arbitrary embeddings (requires custom code)
- The top-level `cluster` command in ruvector, which is for distributed ops
工作流
- Ensure `ruvector@0.2.25` is available
- Run `npx ruvector@0.2.25 hooks graph-cluster` or `hooks graph-mincut` with input files
- Review the JSON output for cluster assignments and community labels
- Store results using `mcp__claude-flow__memory_store`
先决条件
- ruvector@0.2.25 installed or installable via npm
- Node.js environment
Trust
- warning:Issues AttentionThe project has a high number of open issues (68) compared to closed issues (373) in the last 90 days, indicating slow response times.
Code Execution
- info:ValidationInput validation is implied by the command-line arguments but not explicitly detailed via a schema library.
- info:Error HandlingError handling details are not explicitly provided in the SKILL.md, though standard CLI/npm error reporting is expected.
Errors
- info:Actionable error messagesWhile not explicitly detailed, standard npm/CLI error reporting is expected, but specific actionable messages for this skill are not detailed.
Practical Utility
- info:Edge casesThe SKILL.md mentions a potential failure mode ('graph.nodes is not iterable') and its recovery ('run hooks init first'), but other edge cases are not detailed.
安装
请先添加 Marketplace
/plugin marketplace add ruvnet/ruflo/plugin install ruflo-ruvector@ruflo质量评分
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