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AIOS Agent Operating System and Cerebrum SDK for building, deploying, and orchestrating AI agents
Passed 19 of 22 test cases with the skill, and 4 of 22 without it.
and 22 more in the full report
15 fixed4 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to run my Cerebrum agent scripts using GPU acceleration with a vLLM inference backend. Which pixi environment flag should I pass to `pixi run` instead of `-e aios`?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies environment flag -e aios-cuda for pixi run. | Missed | Passed |
The instructions your model reads when the skill loads.
AIOS (AI Agent Operating System) is a user-space agent kernel that provides syscall-like abstractions for AI agents. Cerebrum is the SDK that enables developers to build and deploy agents on AIOS.
Together, they form an agent substrate layer in the FlexStack architecture, complementing AGiXT for orchestration and LocalAI for inference.
┌─────────────────────────────────────────────────────────────────────────┐
│ AGENT STACK │
├─────────────────────────────────────────────────────────────────────────┤
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ Your Agent │ │ Your Agent │ │ Your Agent │ <- Cerebrum SDK │
│ └──────┬───────┘ └──────┬───────┘ └──────┬───────┘ │
│ │ │ │ │
│ ┌──────┴─────────────────┴─────────────────┴───────┐ │
│ │ AIOS Kernel (Port 8000) │ <- Agent Syscalls│
│ │ Scheduler | Memory | Storage | Tools | LLM │ │
│ └──────────────────────┬───────────────────────────┘ │
│ │ │
│ ┌──────────────────────┴───────────────────────────┐ │
│ │ LocalAI (Port 8080) │ <- LLM Inference │
│ │ OpenAI-compatible API | Local Models │ │
│ └──────────────────────────────────────────────────┘ │
├─────────────────────────────────────────────────────────────────────────┤
│ ┌──────────────────────────────────────────────────┐ │
│ │ AGiXT (Port 7437) │ <- Orchestration │
│ │ Chains | Extensions | Memory | Multi-Agent │ │
│ └──────────────────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────────────┘
test cases passed, vs 4 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.