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.
curl -O https://raw.githubusercontent.com/Anselmoo/mcp-zen-of-languages/main/.github/instructions/mandatory-python-312.instructions.mdgit clone --depth 1 https://github.com/Anselmoo/mcp-zen-of-languagesWrote 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.
[](https://agentmods.dev/instructions/anselmoo/mcp-zen-of-languages/mandatory-python-312)<a href="https://agentmods.dev/instructions/anselmoo/mcp-zen-of-languages/mandatory-python-312"><img src="https://agentmods.dev/badge/instructions/anselmoo/mcp-zen-of-languages/mandatory-python-312/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.
<a href="https://agentmods.dev/instructions/anselmoo/mcp-zen-of-languages/mandatory-python-312"><img src="https://agentmods.dev/badge/instructions/anselmoo/mcp-zen-of-languages/mandatory-python-312.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01229 | $0.01229 |
| Opus 5 | $0.00615 | $0.00615 |
| Sonnet 5 | $0.00246 | $0.00246 |
| Haiku 4.5 | $0.00123 | $0.00123 |
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.
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
- analyzer_refactored_base.py
- analyzer_refactored_python.py
- analyzer_refactored_extensions.py
- 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
- ✅ More Pythonic - Aligns with PEP 604 (Python 3.10+)
- ✅ Cleaner syntax - No need to import
Optional - ✅ Consistent - Matches the
list[],dict[]syntax already used - ✅ Modern - Uses latest Python type hint features
- ✅ Readable -
str | Noneis more intuitive thanOptional[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]:
...
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.
- 9d ago First seen · 186 lines · 1,229 tokens per session scan A a0a637d6bcff
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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