LukesCopilotInstructions python.instructions.md

A set of instructions for writing Python code in a functional programming style. Functional programming emphasizes composing functions and limiting changes to shared data.

In plain words
What is it for?
Use it when generating or changing Python code under functional-style guidelines.
Why use it?
It gives an AI coding assistant consistent Python guidance for projects that prefer this style.

Instructions file for GitHub Copilot

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/lukefrankio/lukescopilotinstructions/python
Clone the repo
git clone --depth 1 https://github.com/LukeFrankio/LukesCopilotInstructions

Made for: GitHub Copilot.

Per session 16,731 This file is loaded in full into every session.
When invoked 16,731 The same file — it is already loaded in full.
Security scan C 2 findings. Scan, not verified.
Origin unknown 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 $0.16731 $0.16731
Opus 5 $0.08365 $0.08365
Sonnet 5 $0.03346 $0.03346
Haiku 4.5 $0.01673 $0.01673

Measured yesterday against content hash 503acdfaac90, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade C, and why

LukesCopilotInstructions python.instructions.md scanned grade C with 2 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 yesterday.

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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

# curl -LsSf https://astral.sh/uv/install.sh | sh (Unix)

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

# curl -LsSf https://astral.sh/uv/install.sh | sh (Unix)
.github/instructions/python.instructions.md · 2,029 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. yesterday First seen · 2,029 lines · 16,731 tokens per session scan C 503acdfaac90

Subscribe to this mod's changes

LukesCopilotInstructions python.instructions.md is an instructions file published in the GitHub repository LukeFrankio/LukesCopilotInstructions (1 stars, last pushed 3mo ago), with no licence file. It adds 16,731 tokens to every session, about $0.0837 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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