# genpark-agent-self-consistency-consensus-scorer-skill

> genpark-agent-self-consistency-consensus-scorer-skill — alphaparkinc-genpark-agent-self-consistency-consensus-scorer-skill. Use this tool when you need to evaluate and consolidate the consistency of large language model (LLM) outputs across multiple reasoning trajectories. It solves the problem of divergent LLM responses by aggregating them into high-confidence deterministic outputs through a consensus scoring mechanism. This tool takes in LLM reasoning trajectories as input and outputs a consolidated, majority-voted result, ideal for applications requiring reliable and consistent AI decision-making.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-agent-self-consistency-consensus-scorer-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-self-consistency-consensus-scorer-skill

## Description

Multi-path chain-of-thought self-consistency consensus scorer and majority voter aggregating divergent LLM reasoning trajectories into high-confidence deterministic outputs.

## 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:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-agent-self-consistency-consensus-scorer-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-self-consistency-consensus-scorer-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-self-consistency-consensus-scorer-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-self-consistency-consensus-scorer-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