# Manus on the GAMMA-Ray Spectrum: A3 · R2 · C1 · O2

> GAMMA-Ray v0.0.166 (beta, for review; every rating is experimental). The GAMMA-Ray studio reads Manus AI's general agent from its public pages: it acts on its own for a named customer, its API names the actions that wait for a person, and two published pages would move its card.
> Page: https://gamma-ray.sgit.ai/reports/manus/article.html · Source: data/reports/manus.json


PrompTugal.news draft · from the GAMMA-Ray report · beta · 2026-11-10

The GAMMA-Ray studio reads Manus AI's general agent from its public pages: it acts on its own for a named customer, its API names the actions that wait for a person, and two published pages would move its card.

Manus AI, whose co-founder Tao Zhang speaks at Web Summit Lisbon 2026, makes a general agent that plans and carries out tasks for a user. We read it only from public sources, captured and hashed on 10 November 2026, and the published rules computed the card.

**Autonomy 3, Acts.** The agent carries out actions itself, from running commands to deploying a service. A named customer, k-ID, runs more than eight thousand sessions. In Manus Studio it handles routine actions and asks the person when a decision is needed.

**Reach 2, Integrated.** Connectors and MCP servers link the agent to outside services; Manus also publishes an API with an OpenAPI description and an llms.txt.

**Control 1, Stated.** The API lists the action types that wait for a person's confirmation and offers a way to stop a task. Access narrower than the whole account would reach level 2.

**Openness 2, Documented.** Limits and data use are documented; published evaluation results would reach level 3.

The card is beta and Manus AI has not seen it. It can claim the card and add evidence; corrections are dated.

From public sources only; Manus AI has not seen it. The levels come from [the report](./index.md) and its cards, which are corrected in place. Quote the card by linking to it.

## O Manus no GAMMA-Ray Spectrum: A3 · R2 · C1 · O2

O estúdio GAMMA-Ray lê o agente geral da Manus AI a partir das suas páginas públicas: age sozinho numa máquina na nuvem e a sua API diz que ações esperam por uma pessoa.

A Manus AI, cujo cofundador Tao Zhang fala no Web Summit Lisboa 2026, faz um agente geral que planeia e executa tarefas. Lemos apenas fontes públicas, capturadas e com hash a 10 de novembro de 2026.

**Autonomia 3.** O agente executa ações sozinho; um cliente identificado, a k-ID, corre mais de oito mil sessões. **Alcance 2.** Conectores e servidores MCP ligam-no a serviços externos. **Controlo 1.** A API lista as ações que esperam confirmação e permite parar uma tarefa.

**Abertura 2.** Limites e uso de dados documentados. O cartão é beta e a Manus AI ainda não o viu; pode reclamá-lo e acrescentar evidência.