mcp-zen-of-languages: Instructions file for GitHub Copilot

.github/instructions/mandatory-python-312.instructions.md

mcp-zen-of-languages mandatory-python-312.instructions.md is an instructions file for GitHub Copilot from Anselmoo/mcp-zen-of-languages. It costs 1,229 tokens per session, scanned A, original, MIT.

Coding instructions for updating a Python codebase to use Python 3.12-or-newer type-hint syntax, such as `str | None` instead of `Optional[str]`.

In plain words
What is it for?
Use it when updating type hints in Python 3.9-style code to the syntax supported by Python 3.12 and later.
Why use it?
They show which files and annotations need changing when modernising older Python code, reducing inconsistent syntax and unnecessary imports.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is Anselmoo/mcp-zen-of-languages's own configuration. It tells GitHub Copilot how to work on mcp-zen-of-languages 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 mcp-zen-of-languages configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Anselmoo/mcp-zen-of-languages. 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/Anselmoo/mcp-zen-of-languages/main/.github/instructions/mandatory-python-312.instructions.md
Clone the repo
git clone --depth 1 https://github.com/Anselmoo/mcp-zen-of-languages

Made for: GitHub Copilot.

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Per session 1,229 This file is loaded in full into every session.
When invoked 1,229 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 $0.01229 $0.01229
Opus 5 $0.00615 $0.00615
Sonnet 5 $0.00246 $0.00246
Haiku 4.5 $0.00123 $0.00123

Measured 9d ago against content hash a0a637d6bcff, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

mcp-zen-of-languages mandatory-python-312.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 9d 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/mandatory-python-312.instructions.md · 186 lines

How it starts

The opening of the file, as written. The whole thing — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python 3.12+ Syntax Updates Summary

Changes Made

All files have been updated to use modern Python 3.12+ type hint syntax with | instead of Optional from typing.

✅ Updated Files

  1. analyzer_refactored_base.py
  2. analyzer_refactored_python.py
  3. analyzer_refactored_extensions.py
  4. rules_adapter_corrected.py

Syntax Changes

Before (Python 3.9 style):

from typing import Optional

def parse_code(self, code: str) -> Optional[ParserResult]:
    pass

def analyze(
    self,
    code: str,
    path: Optional[str] = None,
    other_files: Optional[dict[str, str]] = None,
) -> AnalysisResult:
    pass

class Config(BaseModel):
    max_nesting_depth: Optional[int] = None

After (Python 3.12+ style):

from __future__ import annotations  # Added when needed

def parse_code(self, code: str) -> ParserResult | None:
    pass

def analyze(
    self,
    code: str,
    path: str | None = None,
    other_files: dict[str, str] | None = None,
) -> AnalysisResult:
    pass

class Config(BaseModel):
    max_nesting_depth: int | None = None

Key Benefits

  1. More Pythonic - Aligns with PEP 604 (Python 3.10+)
  2. Cleaner syntax - No need to import Optional
  3. Consistent - Matches the list[], dict[] syntax already used
  4. Modern - Uses latest Python type hint features
  5. Readable - str | None is more intuitive than Optional[str]

Examples Throughout Codebase

AnalysisContext (Pydantic Model):

class AnalysisContext(BaseModel):
    code: str
    path: str | None = None
    language: str
    ast_tree: ParserResult | None = None
    cyclomatic_summary: CyclomaticSummary | None = None
    maintainability_index: float | None = None
    dependency_analysis: object | None = None
    other_files: dict[str, str] | None = None
    repository_imports: dict[str, list[str]] | None = None

BaseAnalyzer Methods:

def __init__(self, config: AnalyzerConfig | None = None):
    ...

def parse_code(self, code: str) -> ParserResult | None:
    ...

def compute_metrics(
    self, code: str, ast_tree: ParserResult | None
) -> tuple[CyclomaticSummary | None, float | None, int]:
    ...

Read the full file on GitHub · 186 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. 9d ago First seen · 186 lines · 1,229 tokens per session scan A a0a637d6bcff

Subscribe to this mod's changes

mcp-zen-of-languages mandatory-python-312.instructions.md is an instructions file published in the GitHub repository Anselmoo/mcp-zen-of-languages (2 stars, last pushed today), licensed MIT. It adds 1,229 tokens to every session, about $0.0061 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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