# genpark-chunked-prefill-speculative-inference-server-skill

> genpark-chunked-prefill-speculative-inference-server-skill — alphaparkinc-genpark-chunked-prefill-speculative-inference-server-skill. Use this tool when you need to accelerate inference tasks with chunked prefill speculative inference and paged KV caching, solving problems of slow inference and high memory usage in large language models. It takes in input data and model specifications, and outputs inferred results, utilizing a git-based interface for version control. Ideal for use cases requiring fast and efficient inference, such as natural language processing and machine learning applications.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-chunked-prefill-speculative-inference-server-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-chunked-prefill-speculative-inference-server-skill

## Description

Chunked prefill speculative inference server with paged KV cache (vLLM style)

## 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-chunked-prefill-speculative-inference-server-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-chunked-prefill-speculative-inference-server-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-chunked-prefill-speculative-inference-server-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-chunked-prefill-speculative-inference-server-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