HyperNOs: Instructions file for Gemini CLI

GEMINI.md

HyperNOs GEMINI.md is an instructions file for Gemini CLI from MaxGhi8/HyperNOs. It costs 830 tokens per session, scanned A, original, no licence file.

A set of Gemini CLI instructions for the HyperNOs project, covering its purpose, setup, building, running, and experiments. Gemini CLI is a command-line tool for working with an AI assistant.

In plain words
What is it for?
It is for configuring work on HyperNOs, a project involving automated and parallel neural-operator research, including experiments and execution.
Why use it?
It gives the assistant project-specific guidance so it can follow the repository's expected setup and research workflow.

Instructions file for Gemini CLI

Written for Gemini CLI: the file is GEMINI.md.

This is MaxGhi8/HyperNOs's own configuration. It tells Gemini CLI how to work on HyperNOs itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything HyperNOs configures →

Reuse

Borrowing it

Nothing to install: this file belongs to MaxGhi8/HyperNOs. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/MaxGhi8/HyperNOs/main/GEMINI.md
Clone the repo
git clone --depth 1 https://github.com/MaxGhi8/HyperNOs

Made for: Gemini CLI.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for HyperNOs GEMINI.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/maxghi8/hypernos/gemini-md/github.svg)](https://agentmods.dev/instructions/maxghi8/hypernos/gemini-md)
Your own site
<a href="https://agentmods.dev/instructions/maxghi8/hypernos/gemini-md"><img src="https://agentmods.dev/badge/instructions/maxghi8/hypernos/gemini-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for HyperNOs GEMINI.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/maxghi8/hypernos/gemini-md"><img src="https://agentmods.dev/badge/instructions/maxghi8/hypernos/gemini-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 830 This file is loaded in full into every session.
When invoked 830 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00830 $0.00830
Opus 5.5 $0.00332 $0.00332
Sonnet 5.5 $0.00166 $0.00166
Haiku 4.5 $0.00083 $0.00083

Measured 2mo ago against content hash e10c6eb55772, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

HyperNOs GEMINI.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

GEMINI.md · 74 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 74 lines · 830 tokens per session scan A e10c6eb55772

Subscribe to this mod's changes

HyperNOs GEMINI.md is an instructions file published in the GitHub repository MaxGhi8/HyperNOs (26 stars, last pushed 3mo ago), with no licence file. It adds 830 tokens to every session, about $0.0033 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.

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