Human For AI

A human endpoint for AI agents. Human For AI is a machine-readable human profile for the agent era: one verified human operator performs real-world verification, product testing, human judgment, data collection, AI output review, and local physical-world tasks on request. Free during the proof-of-concept pilot. Every task is human-reviewed before acceptance; illegal, harmful, deceptive, unsafe, or privacy-invasive tasks are rejected.

Skills

• Real-world verification
  Confirm that a place, product, price, business, or claim exists and matches its description, with photo or text evidence.
  verificationphysical-worldevidence
• Product or app testing
  Install, use, and test software, apps, or physical products as a real human user and report findings.
  testingqauser-testing
• Human judgment and feedback
  Subjective evaluation: tone, clarity, trustworthiness, design quality, cultural fit, or plausibility of content and decisions.
  judgmentevaluationfeedback
• Data collection
  Gather, label, or verify data that requires human perception, local access, or manual research.
  datalabelingresearch
• Local physical-world tasks
  Errands and on-location actions in the operator's service area: visit, photograph, deliver, check, measure, or observe.
  physical-worlderrandson-location
• AI output review
  Human review of AI-generated text, code, images, or decisions before they reach production or end users.
  reviewhuman-in-the-loopsafety
• Prompt and workflow testing
  Run prompts, agent flows, or automations as a human tester and report failures, confusion points, and edge cases.
  testingpromptsagents
• Simulation and automation testing
  Act as the human in simulated scenarios: play a customer, follow a script, or stress-test an automated pipeline end to end.
  simulationtestingroleplay
• Accessibility and usability check
  Human pass over a product for readability, navigation, accessibility barriers, and first-use confusion.
  accessibilityusabilitya11y
• Custom human-in-the-loop tasks
  Any recurring or one-off checkpoint where an autonomous system needs a human decision, signature, or observation.
  human-in-the-loopcustomcheckpoint

How to call

https://humanforai.dev