# genpark-agentic-cache-semantic-deduplicator-skill

> genpark-agentic-cache-semantic-deduplicator-skill — alpha-park-genpark-agentic-cache-semantic-deduplicator-skill. Use this tool when you need to optimize language model costs by eliminating redundant prompts. It calculates Jaccard token overlap to identify and remove semantically similar prompts, reducing unnecessary LLM queries. Input a list of prompts and receive a deduplicated set, ideal for applications where cost efficiency and prompt optimization are crucial.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-agentic-cache-semantic-deduplicator-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agentic-cache-semantic-deduplicator-skill

## Description

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

## 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/Alpha-Park/genpark-agentic-cache-semantic-deduplicator-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-agentic-cache-semantic-deduplicator-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agentic-cache-semantic-deduplicator-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alpha-park-genpark-agentic-cache-semantic-deduplicator-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