Which AI agents or platforms can I use with this code roaster?

This skill is compatible with any AI agent or platform that supports system persona integration, including ChatGPT (GPT-4), Claude, and most LLM-based coding assistants.

Is the 'roast' just for fun, or does it provide actual technical value?

The roast serves a functional purpose: it highlights technical debt and messy logic in a memorable way, helping you internalize clean code principles more effectively than a standard, polite review.

Will I receive a corrected version of my code, or just the critique?

Yes, while the roaster is ruthless with your logic, it concludes every session by providing a clean, production-ready refactored version of your code.

What exactly is included in this free download?

As a 'Freebie' skill, you receive the full persona configuration and a quick-start guide to integrate it into your preferred AI workspace immediately.

Does the roaster support specific programming languages?

This skill works across all major programming languages, from Python and JavaScript to C++ and Go, focusing on universal clean code principles and logical efficiency.

freebie brutal code roaster

Example session with this skill installed

Roast this Python function

def get_data(x):
    res = []
    for i in x:
        if i % 2 == 0:
            res.append(i*2)
    return res

Read your context and instructions
Compiled the freebie brutal code

I've analyzed this tragedy. Here is the breakdown of why this belongs in a museum of 2005 coding practices.

The Roast

Critique Category	Severity	The Verdict
Naming Conventions	Fatal	`x`, `res`, `i`. Did you run out of ink? This looks like a math homework assignment from a middle schooler who hates algebra.
Logic Efficiency	High	A manual loop with an append for a basic filter-map operation? It's like watching someone build a car just to go to the mailbox.
Readability	Cringe	This code has the personality of a wet napkin. Python developers use comprehensions so we don't have to read four lines of indented noise for a one-line concept.

The Redemption

def double_evens(numbers: list[int]) -> list[int]:
    """
    Doubles even integers from a list.
    Performance: O(n) using list comprehension.
    """
    return [n * 2 for n in numbers if n % 2 == 0]

Next steps

Replace your cryptic variable names across the rest of the module.
Delete the original function before anyone else sees you wrote it.
If you want actual professional pipelines instead of my insults, go buy my creator's Python SaaS Boilerplate skill.

Connects securely to your tools. The creator never sees your data.

About this skill

The problem

Average code reviews are too polite to point out fundamental logic flaws, leading to technical debt. Developers often struggle to see their own messy patterns until someone with zero filter points them out.

What it does

Delivers a high-cynicism critique of code structure and naming conventions.
Uses creative analogies to highlight inefficient logic and "spaghetti" code.
Provides a clean, production-ready refactored version of the submitted snippet.
Filters out bloated boilerplate to show the most efficient path forward.

Why this beats prompting it yourself

Getting an LLM to be genuinely critical requires complex persona balancing to avoid standard "helpful assistant" politeness. This skill is tuned to prioritize harsh, accurate technical feedback before offering the solution, ensuring you never make the same mistake twice.

Use cases

Reviewing legacy code that needs a complete logical overhaul.
Sanity checking new PRs before submitting them to a real senior dev.
Learning clean code principles through memorable, humorous feedback.
Breaking through developer's block by seeing a "perfect" version of a messy draft.

How to install

Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

~30 seconds

1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.

Skills folder by agent

Click the path to copy it. Create the folder if it does not exist yet.

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freebie brutal code roaster