# loopuman-human-tasks

> loopuman-human-tasks — seesayearn-boop-loopuman-human-tasks. Use this tool when you need to outsource tasks that require human intelligence, such as data labeling, content moderation, or survey responses, to a pool of real human workers. It solves problems like data enrichment, content validation, and user research by providing a scalable and efficient way to integrate human judgment into AI workflows. With inputs like task definitions and outputs like completed tasks, it's ideal for use cases where machine learning models require high-quality human-annotated data.

Canonical page: https://skillsregistry.net/skills/seesayearn-boop-loopuman-human-tasks  
JSON: https://api.skillsregistry.net/v1/skills/seesayearn-boop-loopuman-human-tasks

## Description

Give your AI agent access to real human workers.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-05-21

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** ai-ml
- **Updated:** 2026-09-13

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/seesayearn-boop-loopuman-human-tasks)

## 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": "seesayearn-boop-loopuman-human-tasks"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/seesayearn-boop-loopuman-human-tasks` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/seesayearn-boop-loopuman-human-tasks/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