Borrowing it
Nothing to install: this file belongs to gpauloski/python-template. 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/gpauloski/python-template/main/AGENTS.mdgit clone --depth 1 https://github.com/gpauloski/python-templateWrote 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/gpauloski/python-template/agents-md)<a href="https://agentmods.dev/instructions/gpauloski/python-template/agents-md"><img src="https://agentmods.dev/badge/instructions/gpauloski/python-template/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/gpauloski/python-template/agents-md"><img src="https://agentmods.dev/badge/instructions/gpauloski/python-template/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 | $0.00738 | $0.00738 |
| Opus 5.5 | $0.00295 | $0.00295 |
| Sonnet 5.5 | $0.00148 | $0.00148 |
| Haiku 4.5 | $0.00074 | $0.00074 |
Grade A, and why
python-template 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 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.
How it starts
The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Instructions
Baseline guidance for AI coding agents working in this repository. Humans should
read the docs under docs/contributing/; this file is the concise, agent-facing
summary. CLAUDE.md imports this file so there is a single source of truth.
Repository Layout
pypkg/— the package source (flat layout, nosrc/). Avoid writing logic in__init__.py.tests/— pytest tests. Mirror the package layout; test files end in_test.py(e.g.pypkg/x/y.py→tests/x/y_test.py).testing/— shared helpers/fixtures for tests (not tests themselves).docs/— MkDocs sources.docs/generate_api.pyauto-generates API pages, so do not hand-writedocs/api/..github/workflows/— CI (tests, prek, docs, publish).
pypkg, pypkg-author, and gpauloski/python-template are template
placeholders; in a real project they will be replaced with the actual names.
Environment & Commands
This project uses uv. Create the environment and activate it once, then invoke tools directly.
uv sync # install project + dev group
source .venv/bin/activate # Windows: .venv\Scripts\activate
uv sync --group docs # add docs dependencies
pytest # run tests
pytest tests/x/y_test.py::test_z # run one test
prek run --all-files # run all hooks (lint/format/type/spell)
mypy . # type check
tox # full matrix (py3.10-3.13, prek, docs)
tox -e py313 # a single environment
uv build # build sdist + wheel
If the environment is not activated, prefix a command with uv run (e.g.
uv run pytest) to run it inside the managed environment.
Before finishing a change, ensure prek run --all-files and pytest both pass.
Conventions
- Every module starts with
from __future__ import annotations(enforced by Ruff isort). Fully type-annotate package code — mypy runs in strict mode. - Formatting/linting is Ruff with
ALLrules enabled (seepyproject.tomlfor the commented ignores). Style: single quotes, 79-char lines, Google-style docstrings. Do not fight the formatter. - Spell checking is typos; complexity is gated by complexipy.
- Tests use
assertand may omit docstrings/annotations (relaxed via per-file ignores). Put reusable test code intesting/, nottests/. - Prefer pure functions; document all raised exceptions in docstrings. See
docs/contributing/style-guide.mdfor the full style guide.
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.
- 2mo ago First seen · 66 lines · 738 tokens per session scan A 80cd6933cdec
python-template AGENTS.md is an instructions file published in the GitHub repository gpauloski/python-template (19 stars, last pushed 4d ago), licensed MIT. It adds 738 tokens to every session, about $0.0030 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.
python-template AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| python-template AGENTS.mdgpauloski/python-template | Instructions file | 19 | 4d ago | MIT | A | 738 | 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 |