# genpark-agent-human-in-the-loop-approval-gate-skill

> genpark-agent-human-in-the-loop-approval-gate-skill — alphaparkinc-genpark-agent-human-in-the-loop-approval-gate-skill. Use this tool when you need to enforce risk management and approval processes for autonomous agents, solving problems of uncontrolled decision-making and potential errors. It provides a human-in-the-loop gatekeeper interface that takes in policy rules and agent requests, and outputs approved or rejected actions based on predefined risk tiers and token approval bounds. Ideal for use cases requiring reversible checkpoints and strict control over autonomous agent decisions.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-agent-human-in-the-loop-approval-gate-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-human-in-the-loop-approval-gate-skill

## Description

Human-in-the-Loop policy gatekeeper enforcing risk tiers, reversible checkpoints & token approval bounds for autonomous agents.

## 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-human-in-the-loop-approval-gate-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-human-in-the-loop-approval-gate-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-human-in-the-loop-approval-gate-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-agent-human-in-the-loop-approval-gate-skill/pull`

---
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