# genpark-agent-vector-db-metadata-filter-skill

> genpark-agent-vector-db-metadata-filter-skill — alphaparkinc-genpark-agent-vector-db-metadata-filter-skill. Use this tool when you need to dynamically filter vector database metadata to optimize search results, solving problems of data overload and irrelevant query matches. It takes in vector database metadata as input and outputs filtered attributes, allowing for more precise and efficient search queries. Ideal for use cases where dynamic attribute pre-filtering is necessary to improve vector search performance.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-agent-vector-db-metadata-filter-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-vector-db-metadata-filter-skill

## Description

Dynamic attribute pre-filtering for vector search

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-agent-vector-db-metadata-filter-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-agent-vector-db-metadata-filter-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-vector-db-metadata-filter-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-vector-db-metadata-filter-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