ClawHub

Loopuman Human Tasks

Connect your AI agent to real human workers for verification, judgment, content review, or subjective tasks, paid instantly via cryptocurrency.

Audits

Pending
ClawScanReview

Agentic behavior and permission review.

Static analysisPending

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install loopuman-human-tasks

Loopuman - The Human Layer for AI

Description

Give your AI agent access to real human workers. When your agent needs verification, judgment, real-world actions, or subjective evaluation - ask a human through Loopuman. Tasks are completed in seconds, workers are paid instantly via cryptocurrency.

Setup

  1. Get your free API key: curl -X POST https://api.loopuman.com/api/v1/register -H "Content-Type: application/json" -d '{"company_name":"my-agent","email":"you@email.com"}'
  2. Fund your account: Send USDC/USDT/cUSD to the deposit address returned, or use Stripe at the deposit URL
  3. Set environment variable: LOOPUMAN_API_KEY=your_key_here

Tools

ask_human

Ask a human worker to complete a task and wait for their response.

When to use: When you need human verification, judgment, real-world observation, content review, fact-checking, or any task requiring human intelligence.

Input:

  • task (string, required): Clear description of what you need the human to do
  • budget_cents (integer, required): Payment in cents. Minimum 10 ($0.10). Typical: 25-100 cents.
  • timeout_seconds (integer, optional): How long to wait. Default: 300 (5 minutes). Max: 3600.

Output:

  • response: The human worker's answer
  • worker_id: Anonymous worker identifier
  • completed_at: Timestamp of completion

Example:

User: Is this product review genuine or fake? "Amazing product, changed my life, 5 stars!"
Agent: Let me ask a human to evaluate this review.
[calls ask_human with task="Evaluate if this product review is genuine or AI-generated/fake: 'Amazing product, changed my life, 5 stars!' Please explain your reasoning.", budget_cents=50]
Result: "This review appears fake - it's extremely generic with no specific product details, uses common fake review patterns like 'changed my life', and provides no concrete information about what the product actually does."

post_task

Post a task for human workers without waiting for completion. Use webhooks or poll for results.

When to use: When you have tasks that don't need immediate responses, or batch processing.

Input:

  • title (string, required): Short title for the task
  • description (string, required): Detailed instructions
  • budget_cents (integer, required): Payment in cents. Minimum 10.
  • category (string, optional): One of: general, data_labeling, content_moderation, transcription, translation, research, writing, image_annotation, survey

Output:

  • task_id: UUID of created task
  • status: "open"

check_task

Check the status and result of a previously posted task.

Input:

  • task_id (string, required): The task UUID from post_task

Output:

  • status: open | in_progress | submitted | completed | cancelled
  • submission: Worker's response (if completed)

get_balance

Check your current account balance.

Output:

  • balance_vae: Balance in VAE (100 VAE = $1.00 USD)
  • balance_usd: Balance in USD

Pricing

  • Minimum task: $0.10
  • Typical task: $0.25 - $1.00
  • Platform fee: 20% added to budget (you pay budget + 20%)
  • Workers receive: budget - 20%

Payment Methods

  1. Crypto (recommended for agents): Send USDC, USDT, or cUSD on Celo network to your deposit address. Auto-credited in ~30 seconds.
  2. Stripe: Use the deposit URL to pay with credit card (requires browser).
  3. Pre-funded: Have a human fund your API key, then agent spends the balance.

Links