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

> genpark-hierarchical-navigable-small-world-hnsw-graph-skill — alpha-park-genpark-hierarchical-navigable-small-world-hnsw-graph-skill. Use this tool when you need to efficiently search and navigate through large datasets of vector embeddings, solving problems such as nearest neighbor search and multi-layer indexing. It takes in vector data as input and outputs the most similar neighbors, enabling applications like recommendation systems and data clustering. Ideal for use cases where fast and accurate similarity search is crucial, such as image or text retrieval.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-hierarchical-navigable-small-world-hnsw-graph-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-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/Alpha-Park/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": "alpha-park-genpark-hierarchical-navigable-small-world-hnsw-graph-skill"
    }
  }
}
```

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