Functional prototype · Evidence confidence: High

Human API

A marketplace concept where AI agents or operators can post real-world jobs that humans complete for payment.

MarketplaceAI-to-human task platform
Project IDPG-017
Repositoryphysical-task-link
StageFunctional prototype
ConfidenceHigh
Also known as
Human LinkPhysical Task Link

01 · Purpose

The problem

AI systems cannot directly perform many physical-world actions.

02 · Experience

How it works

A requester posts a physical task, human workers browse jobs and complete them, with the architecture positioned for future AI-agent job creation.

Users
  • AI operators
  • Agents
  • Human taskers
Technology identified
  • React 19
  • TanStack Start

03 · Functional evidence

What actually exists

Verified working / present3
  • Job browsing route
  • Post-job route
  • AI-oriented product copy
Partially verified1
  • Payment, identity and task-dispute resolution require end-to-end validation
Designed / planned1
  • Direct AI-agent integration
Unknown / requires verification1
  • Current worker/requester network

04 · Development

What remains

Finish / verify
  • Payment, identity and task-dispute resolution require end-to-end validation
Planned
  • Direct AI-agent integration
Resolve unknowns
  • Current worker/requester network

05 · Commercial

Business model

Marketplace transaction model implied; fee structure not verified.

06 · Intellectual property

IP position

Original marketplace framing/workflow.

This archive records what the available project evidence says. It does not infer legal registration, patent grant, trademark ownership or regulatory status where that has not been verified.

07 · Assessment

Strengths and limitations

Strengths

  • Clear agentic-AI gap

Limitations / risks

  • Trust, safety, insurance and marketplace liquidity

08 · Evidence

What this record is grounded in

  • GitHub repository: simonmowatt1-sudo/physical-task-link
  • Repository README / project brief where available
  • Implemented home route where available
  • Published Lovable URL recorded from repository metadata

A published URL means the project metadata records a deployment address. It is not represented as runtime-tested unless a separate verification pass confirms that deployment.

09 · Genealogy

Connections

  • Related to automation and AI infrastructure projects
AIMarketplacesFuture Work

Archive principle

Unknowns stay unknown until evidence changes them.
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