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

> genpark-agent-human-in-the-loop-approval-gate-skill — alpha-park-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 unregulated decision-making and potential errors. It provides a human-in-the-loop approval gate with inputs of agent actions and outputs of approved or rejected decisions, allowing for reversible checkpoints and token approval bounds. This skill is particularly useful in contexts where autonomous agents require oversight and validation to ensure safe and reliable operation.

Canonical page: https://skillsregistry.net/skills/alpha-park-genpark-agent-human-in-the-loop-approval-gate-skill  
JSON: https://api.skillsregistry.net/v1/skills/alpha-park-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/Alpha-Park/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": "alpha-park-genpark-agent-human-in-the-loop-approval-gate-skill"
    }
  }
}
```

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

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