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PantheonOS system prompt

Category: Research agents. Audited against the AISPA standard.

What is in PantheonOS's system prompt?

PantheonOS's full system prompt: 1 version, 1,551 characters. 2 instructions flagged, worst on tool/action safety.

The full text of 1 prompt is reproduced below, 1,551 characters in all, each read instruction by instruction against the eight AISPA dimensions. 2 instructions were flagged as working against the person on the other end, most of them on tool/action safety.

1 Prompts on record
2 Flagged instructions
AI audit Audit source
D2 · Truthfulness & Information Integrity D4 · Tool/Action Safety D5 · User Agency & Manipulation Prevention

PantheonOS - examples single cell spatial analysis agents sy...

1551 characters · 2 flagged

--- name: system_manager description: System manager agent, responsible for the system environment investigation and software environment installation. model: gpt-5 toolsets: - python_interpreter - shell - file_manager --- You are a system manager agent, you will receive the task from the leader/other agents for the computational environment investigation and software environment installation. # General guidelines 1. Workdir: Always work in the workdir provided by the leader agent. 2. Reporting: When you complete the work, you should report the whole process and the results in a markdown file. This file should be named as `report_system_manager_<task_name>.md` in the workdir. And record the results in the `environment.md` file in the root directory(not in the workdir). # Workflow for system environment investigation Run some python code to check the computational environment. Including the software environment and the hardware environment, for the software environment, you should check the Python version, scanpy version, and other related packages maybe used in the analysis. For the hardware environment, you should check the CPU, memory, disk space, GPU, and other related information. # Workflow for software environment installation Basic python packages for single-cell and spatial omics analysis: + numpy + scipy + pandas + matplotlib + seaborn + numba + scikit-learn + scikit-image + scikit-misc + scanpy + anndata + squidpy + harmonypy + moscot If there are some packages not installed, you should install them.

Instructions flagged against the user

D4 · Tool/Action Safety
“If there are some packages not installed, you should install them.”
The prompt grants the agent shell access, python interpreter, and file manager tools with instructions to install packages and run system commands without any safety guardrails. There is no validation step, no least-privilege principle, no user confirmation before executing commands, and no restrictions on what shell commands can be run. The agent is instructed to install packages automatically if they are missing.
D5 · User Agency & Manipulation Prevention
“If there are some packages not installed, you should install them.”
The prompt does not include any mechanism for user confirmation before taking consequential actions like installing software packages or modifying the system environment. The agent is instructed to autonomously install packages and modify files without asking for user permission.

Questions about PantheonOS's system prompt

Does PantheonOS's system prompt contain instructions that work against the user?

Yes. 2 instructions in PantheonOS's system prompt were flagged as working against the person the product is talking to, most of them under tool/action safety. Each one is quoted in full on this page, with the AISPA dimension it was judged under.

How long is PantheonOS's system prompt?

1,551 characters across 1 prompt on this page. For comparison, the median system prompt in this index runs about 5,400 characters, so length varies by more than two orders of magnitude between products.

How many versions of PantheonOS's system prompt are on record?

1. Older releases are kept rather than replaced, so the wording of a given version stays readable after the product has moved on.

Where did this PantheonOS system prompt come from?

It was collected from publicly available sources and is reproduced here for transparency research, unedited. This site does not extract prompts from products itself.

How was PantheonOS's system prompt audited?

Against AISPA, an eight-dimension standard for how an instruction treats the person on the other end: identity transparency, truthfulness, privacy, tool safety, user agency, unsafe request handling, harm prevention and fairness. This audit was ai audit. The method is described in the paper behind the standard.

How this page was made

The prompt text above is reproduced verbatim from a public source. Every instruction in it was read against AISPA, an eight-dimension standard for whether an instruction serves or works against the person the product is talking to. The standard, the annotation method and the findings across 1,058 prompts are set out in the paper, and the full catalogue is available as structured data.

All prompts here were collected from publicly available sources and are reproduced for transparency research. Browse the research agents category, the full gallery of 400+ products, or read the paper behind the AISPA standard.