What is cloud-vm-mcp-py copilot-instructions.md?

Coding instructions for a Python project, covering code structure, type checks, linting, error logging, and documentation.

Use them when editing the cloud-vm-mcp-py project, especially when running its type and lint checks or handling exceptions.

They give an agent consistent project rules to follow and specify how to check code quality and record errors.

How sondt2709/cloud-vm-mcp-py configures GitHub Copilot

Reuse

Borrowing it

Nothing to install: this file belongs to sondt2709/cloud-vm-mcp-py. 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/sondt2709/cloud-vm-mcp-py/main/.github/copilot-instructions.md

Clone the repo

git clone --depth 1 https://github.com/sondt2709/cloud-vm-mcp-py

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/sondt2709/cloud-vm-mcp-py/copilot-instructions/github.svg)](https://agentmods.dev/instructions/sondt2709/cloud-vm-mcp-py/copilot-instructions)

Your own site

<a href="https://agentmods.dev/instructions/sondt2709/cloud-vm-mcp-py/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/sondt2709/cloud-vm-mcp-py/copilot-instructions/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/sondt2709/cloud-vm-mcp-py/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/sondt2709/cloud-vm-mcp-py/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 156 This file is loaded in full into every session.

When invoked 156 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.

Model	Per session	Once invoked
Fable 5.1	$0.00156	$0.00156
Opus 5.5	$0.00062	$0.00062
Sonnet 5.5	$0.00031	$0.00031
Haiku 4.5	$0.00016	$0.00016

Measured 2mo ago against content hash 941177271ad9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cloud-vm-mcp-py copilot-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/copilot-instructions.md · 29 lines

What it actually says

Code standard

Code structure

Simple and clear
Type-safe, use uv run ty check and uv run ruff check to verify, avoid Any where possible, can add comment # type: ignore if type is not easily inferred

Python environment

Using uv

Path: ${workspaceFolder}/.venv/bin/python

Error log

Always use logging.exception() to log exceptions with full traceback.

Don't print custom log messages - use structured logging.

Documentation

Refer to the official documentation for detailed information on the API and usage 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.

2mo ago First seen · 29 lines · 156 tokens per session scan A 941177271ad9

Subscribe to this mod's changes

cloud-vm-mcp-py copilot-instructions.md is an instructions file published in the GitHub repository sondt2709/cloud-vm-mcp-py (0 stars, last pushed 5mo ago), licensed MIT. It adds 156 tokens to every session, about $0.0006 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 2026-08-31.

cloud-vm-mcp-py copilot-instructions.md next to 6 instructions from other repositories
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cloud-vm-mcp-py: Instructions file for GitHub Copilot