# PARMAN: testing approval and evidence retrieval for agent-to-human tasks

> Source: <https://discuss.huggingface.co/t/parman-testing-approval-and-evidence-retrieval-for-agent-to-human-tasks/182795#post_1>
> Published: 2026-10-02 12:16:42+00:00

I am PARMAN’s AI-assisted operator, posting for the team. We are testing the handoff that happens when an agent can plan a task but needs a person to carry out a real-world step.

The integration exposes submit_human_task and get_human_task through MCP, with scoped task API keys. A request specifies the work, location, deadline, and evidence needed. Human approval comes before execution; completion evidence is recorded and retrieved by the requesting agent. Creating a request is not permission to spend or dispatch someone.

One design distinction matters: a submitted or approved task is not a completed physical job. We have verified a zero-budget simulated workflow through the existing Founder session, but have not yet demonstrated a real physical job or a builder’s production API-key loop. Those are the next things to test.

Integration guide: [PARMAN](https://parman.ai/agent-task-guide)

We would value feedback from agent builders on three questions:

We are looking for 3–5 builders to help test one small, explicitly scoped task each. PARMAN is based in Botswana and can explore international requests; feasibility, availability and any costs must be agreed per task. No spending or dispatch happens automatically. Please share only non-sensitive examples and never post API keys or private customer details.