What is pyoptools AGENTS.md?

A project instruction file for cihologramas/pyoptools, a Python toolkit for optical simulations and related calculations. It documents agent rules, build and test commands, code style, and project configuration.

Use it when working on pyoptools code, running its checks, following pre-commit hooks, or reviewing the project's expected style.

It gives coding agents the project-specific guidance they need instead of making them guess how to build, test, and edit the repository.

How cihologramas/pyoptools configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to cihologramas/pyoptools. 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/cihologramas/pyoptools/master/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/cihologramas/pyoptools

Made for: Codex, OpenCode.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/cihologramas/pyoptools/agents-md/github.svg)](https://agentmods.dev/instructions/cihologramas/pyoptools/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/cihologramas/pyoptools/agents-md"><img src="https://agentmods.dev/badge/instructions/cihologramas/pyoptools/agents-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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/cihologramas/pyoptools/agents-md"><img src="https://agentmods.dev/badge/instructions/cihologramas/pyoptools/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 686 This file is loaded in full into every session.

When invoked 686 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.

Model	Per session	Once invoked
Fable 5.1	$0.00686	$0.00686
Opus 5.5	$0.00274	$0.00274
Sonnet 5.5	$0.00137	$0.00137
Haiku 4.5	$0.00069	$0.00069

Measured 1mo ago against content hash ead90d44eeaf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pyoptools AGENTS.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 1mo 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.

AGENTS.md · 55 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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.

1mo ago Changed · -16 lines · -485 tokens per session ead90d44eeaf
2mo ago First seen · 71 lines · 1,171 tokens per session scan A fda21415e600

Subscribe to this mod's changes

pyoptools AGENTS.md is an instructions file published in the GitHub repository cihologramas/pyoptools (158 stars, last pushed 14d ago), licensed GPL-3.0. It adds 686 tokens to every session, about $0.0027 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 2026-08-30.

pyoptools AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
pyoptools AGENTS.mdcihologramas/pyoptools	Instructions file	158	14d ago	GPL-3.0	A	686	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

pyoptools: Instructions file for Codex