Borrowing it
Nothing to install: this file belongs to basler/pypylon. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/basler/pypylon/master/AGENTS.mdgit clone --depth 1 https://github.com/basler/pypylonWrote 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.
[](https://agentmods.dev/instructions/basler/pypylon/agents-md)<a href="https://agentmods.dev/instructions/basler/pypylon/agents-md"><img src="https://agentmods.dev/badge/instructions/basler/pypylon/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.
<a href="https://agentmods.dev/instructions/basler/pypylon/agents-md"><img src="https://agentmods.dev/badge/instructions/basler/pypylon/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01311 | $0.01311 |
| Opus 5.5 | $0.00524 | $0.00524 |
| Sonnet 5.5 | $0.00262 | $0.00262 |
| Haiku 4.5 | $0.00131 | $0.00131 |
Grade A, and why
pypylon 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 15d 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.
How it starts
The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Development guide for contributors and automated assistants working in this repository. pypylon is the official Python language binding for the Basler pylon C++ APIs Suite, built with SWIG. See README.md for the project overview, installation, and quick-start examples.
Repository map
| Path | Contents |
|---|---|
src/ |
SWIG interface (.i) files — the binding definitions for genicam, pylon, pylondataprocessing. |
pypylon/ |
Generated/packaged Python modules (build output; not edited by hand). |
generated/ |
SWIG-generated C++/Python (build output). |
samples/ |
Example scripts under pylon/ and pylondataprocessing/ (one folder per sample, <name>/<name>.py); shared helper modules in common/; shared image/data assets in images/. See context/sample_style.md for layout and naming. |
docs/programmers_guide/ |
In-repo Programmer's Guide chapters for installation, acquisition, parameters, threading, integration, and troubleshooting. |
tests/ |
Unit tests: genicam/, pylon/{emulated,usb,gigE}/, pylondataprocessing/. Common runners include pytest (CI path below) and tests/all_*_tests.py / tests/all_tests.py. |
scripts/ |
Build/format helper scripts. |
context/ |
Coding-style reference docs (see below). |
setup.py, pyproject.toml |
Build configuration. |
Environment
Run all project Python commands inside the Python environment where pypylon is built/installed, so they use the correct interpreter and the matching pylon SDK. This file intentionally does not prescribe a specific environment manager (venv, conda, uv, …) — activate whichever one you use before running commands.
If pylon SDK is installed in a non-default location, set the SDK location before building from source:
- Linux:
export PYLON_ROOT=<installation directory of pylon SDK> - macOS:
export PYLON_FRAMEWORK_LOCATION=<framework base folder that contains pylon.framework>
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.
- 15d ago Changed · +7 tokens per session 704b41ac656b
- 1mo ago Changed · +7 lines · +109 tokens per session b62ca1b358eb
- 2mo ago First seen · 105 lines · 1,195 tokens per session scan A 18d11dee79ef
pypylon AGENTS.md is an instructions file published in the GitHub repository basler/pypylon (719 stars, last pushed yesterday), licensed BSD-3-Clause. It adds 1,311 tokens to every session, about $0.0052 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.
pypylon AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pypylon AGENTS.mdbasler/pypylon | Instructions file | 719 | yesterday | BSD-3-Clause | A | 1,311 | 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 | today | 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 |