# genpark-agent-speculative-decoding-orchestrator-skill

> genpark-agent-speculative-decoding-orchestrator-skill — alphaparkinc-genpark-agent-speculative-decoding-orchestrator-skill. Use this tool when you need to verify draft models and calculate acceptance probabilities through speculative decoding. It solves problems related to model validation and probability estimation, providing outputs in the form of acceptance probabilities for given inputs. Ideal for use cases involving machine learning model verification, particularly when integrated with git version control systems.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-agent-speculative-decoding-orchestrator-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-speculative-decoding-orchestrator-skill

## Description

Speculative decoding draft-model verification engine calculating acceptance probabilities

## 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-agent-speculative-decoding-orchestrator-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-speculative-decoding-orchestrator-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-speculative-decoding-orchestrator-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-speculative-decoding-orchestrator-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