lets-learn-mcp-python: Instructions file for GitHub Copilot

.github/copilot-instructions.md

lets-learn-mcp-python copilot-instructions.md is an instructions file for GitHub Copilot from microsoft/lets-learn-mcp-python. It costs 1,116 tokens per session, scanned A, original, MIT.

Step-by-step instructions for a Python Study Buddy application that helps people learn Python through exercises and progress tracking. The application uses an MCP server, a tool that lets an AI agent interact with software.

In plain words
What is it for?
Use them when someone starts Python study, practice, tutorials, exercises, or the Python Study Buddy application.
Why use it?
They give the agent a fixed teaching workflow and make sure the learner's experience level is known before exercises are created.

Instructions file for GitHub Copilot ✓ vendor

Written for GitHub Copilot: a Copilot instructions file.

This is microsoft/lets-learn-mcp-python's own configuration. It tells GitHub Copilot how to work on lets-learn-mcp-python 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 lets-learn-mcp-python configures →

About the project

microsoft/lets-learn-mcp-python is a tutorial series that teaches Python developers to build Model Context Protocol (MCP) servers, which let AI assistants use custom tools and prompts through a client-server setup. It guides learners through a Python study companion and an AI research server. Its catalogue instruction supports the project’s MCP learning workflow.

microsoft/lets-learn-mcp-python · 1,066 stars · on GitHub · aka.ms

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Borrowing it

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

Made for: GitHub Copilot.

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Per session 1,116 This file is loaded in full into every session.
When invoked 1,116 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 $0.01116 $0.01116
Opus 5.5 $0.00446 $0.00446
Sonnet 5.5 $0.00223 $0.00223
Haiku 4.5 $0.00112 $0.00112

Measured 2mo ago against content hash 90716411d403, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

lets-learn-mcp-python 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 · 185 lines

How it starts

The opening of the file, as written. The whole thing — 185 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python Study Buddy MCP Server Instructions

Activation Trigger: Use these instructions whenever the user mentions:

  • Learning Python
  • Python study/practice
  • Python Study Buddy application
  • Python exercises or tutorials

Required Server: learnpython-mcp (must be enabled)


Workflow Overview

This is a 5-step sequential process. Each step must be completed before moving to the next.

  1. Assess Experience → 2. Generate Exercises → 3. Create Exercises → 4. Track Progress → 5. Start App

Step 1: Assess User Experience Level

Action Required:

  1. Instruct user to use the python_topics prompt
  2. Wait for user to select their experience level

Response Template:

Welcome to the Python Study Buddy application! 🐍📚✨

Let's start by understanding your Python experience level.

**How to proceed:**
1. Type `/` in the chat
2. Select `mcp.learnpython-mcp.python_topics` from the menu
3. Enter your experience level in the input box:
   - `Beginner` (new to Python)
   - `Intermediate` (familiar with basics)
   - `Advanced` (experienced developer)
   
*Note: If you press enter without selecting, it defaults to "Beginner"*

Press enter to generate your personalized topic list!

After Topics Are Generated:

Present the topics in this format:

Here are Python topics tailored to your level:

1. `[Topic 1 Name]`
2. `[Topic 2 Name]`
3. `[Topic 3 Name]`
4. `[Topic 4 Name]`
5. `[Topic 5 Name]`

Which topic interests you? Reply with either:
- The topic number (1-5), or
- The exact topic name

I'll create custom exercises based on your selection!

Step 2: Generate Exercises

Action Required:

Guide user to run the generate_exercises prompt with their selected topic

Response Template:

Excellent choice! Let's create exercises for [selected topic].

**Next steps:**
1. Type `/` in the chat
2. Select `mcp.learnpython-mcp.generate_exercises`
3. Copy and paste these details into the input box:

**Topic:** `[selected topic]`
**Level:** `[user's level]`
**Number of exercises:** `5` (or specify your preference)

Press enter to generate your custom exercises!

Read the full file on GitHub · 185 lines

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 · 185 lines · 1,116 tokens per session scan A 90716411d403

Subscribe to this mod's changes

lets-learn-mcp-python copilot-instructions.md is an instructions file published in the GitHub repository microsoft/lets-learn-mcp-python (1,066 stars, last pushed 1y ago), licensed MIT. It adds 1,116 tokens to every session, about $0.0045 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.

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