weatherlink-mcp: Instructions file for GitHub Copilot

.github/copilot-instructions.md

weatherlink-mcp copilot-instructions.md is an instructions file for GitHub Copilot from tomohiroJin/weatherlink-mcp. It costs 638 tokens per session, scanned A, original, MIT.

A GitHub Copilot rule set for a Python 3.11 MCP server built with FastAPI, a Python web framework. It defines code style, test-driven development (TDD), documentation, automation, and security rules.

In plain words
What is it for?
Use it when developing or reviewing this FastAPI MCP server, especially when adding features, writing pytest tests, updating the README, or configuring GitHub Actions checks.
Why use it?
It makes Copilot suggestions fit the project’s architecture and Japanese documentation conventions. It also sets expectations for tests, validation, error handling, and safe handling of secrets.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

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

Reuse

Borrowing it

Nothing to install: this file belongs to tomohiroJin/weatherlink-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/tomohiroJin/weatherlink-mcp/main/.github/copilot-instructions.md
Clone the repo
git clone --depth 1 https://github.com/tomohiroJin/weatherlink-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 weatherlink-mcp copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/tomohirojin/weatherlink-mcp/copilot-instructions.svg)](https://agentmods.dev/instructions/tomohirojin/weatherlink-mcp/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/tomohirojin/weatherlink-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/tomohirojin/weatherlink-mcp/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 638 This file is loaded in full into every session.
When invoked 638 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 $0.00638 $0.00638
Opus 5 $0.00319 $0.00319
Sonnet 5 $0.00128 $0.00128
Haiku 4.5 $0.00064 $0.00064

Measured 6d ago against content hash 57df11894429, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

weatherlink-mcp 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 6d 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 · 53 lines

What it actually says

copilot-rules.mdWeatherlink‑MCP 専用・最小ガイドライン

目的
Copilot の提案を「MCP サーバー開発(Python + FastAPI)に最適化」し、読みやすく安全なコードを保つ。


1. 言語・記法
  • 実装: Python 3.11 /  型注釈必須
  • 命名: 説明的な英語(snake_case)
  • コメント/テスト名/README: 日本語
  • インデント 4  スペース
2. 実装スタイル
項目 ルール
アーキテクチャ FastAPI + mcp-python。ディレクトリはapp/ (FastAPI)domain/ (純粋ロジック)tests/
関数型志向 可能な限り純粋関数。副作用関数は _io 接尾辞で区別
契約(DbC) docstring に‐ 事前条件  Pre:‐ 事後条件  Post:を記述し、assert で検証
関数長 20 行以下・サイクロマティック複雑度 ≤ 7
早期 return ネストを浅く保つ
3. TDD ワークフロー
  1. RED: pytest で失敗テストを書く
  2. GREEN: 最小実装で通す
  3. REFACTOR: 重複削除・命名整理
  4. コミット: feat: …, refactor: … 等 Conventional Commits
4. ドキュメント & 自動化
  • README.md を必ず更新(概要/起動方法/.env 設定)
  • CI: pytest, ruff, mypy を GitHub Actions で実行
  • .env*・キャッシュ・ビルド物は .gitignore
5. セキュリティ
  • API キーを絶対にハードコードしない
  • 外部入力は pydantic でバリデーション
  • 例外は具体的なメッセージ付きで HTTPException
6. 禁止事項
  • 未使用インポート/デバッグ print
  • 無意味なコメントや TODO 放置
  • main ブランチへの直接 push

このファイルを遵守して提案してください — Happy coding with Copilot!

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. 6d ago First seen · 53 lines · 638 tokens per session scan A 57df11894429

Subscribe to this mod's changes

weatherlink-mcp copilot-instructions.md is an instructions file published in the GitHub repository tomohiroJin/weatherlink-mcp (0 stars, last pushed 1y ago), licensed MIT. It adds 638 tokens to every session, about $0.0032 per session on Opus 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.

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