infrahub-mcp: Instructions file for GitHub Copilot

.github/instructions/python-docstring.instructions.md

infrahub-mcp python-docstring.instructions.md is an instructions file for GitHub Copilot from opsmill/infrahub-mcp. It costs 83 tokens per session, scanned A, original, Apache-2.0.

A set of rules for writing Python docstrings, which are notes in code that explain what functions, classes, and modules do.

In plain words
What is it for?
Writing Google-style docstrings with descriptions, parameters, return values, errors, and examples.
Why use it?
It keeps documentation consistent and easier for other developers to read.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is opsmill/infrahub-mcp's own configuration. It tells GitHub Copilot how to work on infrahub-mcp 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 infrahub-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to opsmill/infrahub-mcp. 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/opsmill/infrahub-mcp/stable/.github/instructions/python-docstring.instructions.md
Clone the repo
git clone --depth 1 https://github.com/opsmill/infrahub-mcp

Made for: GitHub Copilot.

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 infrahub-mcp python-docstring.instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/opsmill/infrahub-mcp/python-docstring/github.svg)](https://agentmods.dev/instructions/opsmill/infrahub-mcp/python-docstring)
Your own site
<a href="https://agentmods.dev/instructions/opsmill/infrahub-mcp/python-docstring"><img src="https://agentmods.dev/badge/instructions/opsmill/infrahub-mcp/python-docstring/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 infrahub-mcp python-docstring.instructions.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/opsmill/infrahub-mcp/python-docstring"><img src="https://agentmods.dev/badge/instructions/opsmill/infrahub-mcp/python-docstring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 83 This file is loaded in full into every session.
When invoked 83 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 original 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 $0.00083 $0.00083
Opus 5.5 $0.00033 $0.00033
Sonnet 5.5 $0.00017 $0.00017
Haiku 4.5 $0.00008 $0.00008

Measured 2mo ago against content hash 95ae75311d2e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

infrahub-mcp python-docstring.instructions.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.

.github/instructions/python-docstring.instructions.md · 16 lines

What it actually says

Follow these guidelines for writing clear and consistent Python docstrings:

  • Always use triple quotes (""") for docstrings
  • Follow Google-style docstring format
  • Include these sections when applicable:
    • Brief one-line description
    • Detailed description (if needed)
    • Args/Parameters without typing
    • Returns
    • Raises
    • Examples
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 · 16 lines · 83 tokens per session scan A 95ae75311d2e

Subscribe to this mod's changes

infrahub-mcp python-docstring.instructions.md is an instructions file published in the GitHub repository opsmill/infrahub-mcp (10 stars, last pushed yesterday), licensed Apache-2.0. It adds 83 tokens to every session, about $0.0003 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 2026-09-03.

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