# genpark-semantic-chunk-hierarchy-re-ranker-skill

> genpark-semantic-chunk-hierarchy-re-ranker-skill — alphaparkinc-genpark-semantic-chunk-hierarchy-re-ranker-skill. Use this tool when you need to re-rank semantic chunks in a hierarchical structure, evaluating both keyword and dense relevance scores to improve information retrieval and question-answering tasks. It solves problems related to semantic search, question-answering, and text ranking, providing a more accurate and relevant output. The tool takes in text inputs and outputs a re-ranked list of semantic chunks, ideal for use cases involving complex information retrieval and agentic retrieval-augmented generation (RAG) systems.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-semantic-chunk-hierarchy-re-ranker-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-semantic-chunk-hierarchy-re-ranker-skill

## Description

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

## Trust

- **Trust score (0–1):** 1.00
- **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-semantic-chunk-hierarchy-re-ranker-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-semantic-chunk-hierarchy-re-ranker-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-semantic-chunk-hierarchy-re-ranker-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-semantic-chunk-hierarchy-re-ranker-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