# genpark-hierarchical-navigable-small-world-hnsw-graph-skill

> genpark-hierarchical-navigable-small-world-hnsw-graph-skill — alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill. Use this tool when you need to efficiently search and navigate large datasets, solving problems like similarity search, clustering, and routing. It provides a hierarchical navigable small world (HNSW) graph with multi-layer vector indexing and greedy beam routing, accepting vector inputs and outputting nearest neighbors. Ideal for applications requiring fast and accurate similarity searches, such as recommendation systems and data analysis.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill

## Description

GenPark AI Agent Skill - Hierarchical Navigable Small World (HNSW) multi-layer vector index, greedy beam routing, and nearest neighbor search.

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-hierarchical-navigable-small-world-hnsw-graph-skill)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-hierarchical-navigable-small-world-hnsw-graph-skill/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt