mcsee

Use the PHP-Clean-Code skill.

Create a tax calculator function from the business specification taxes.md

Follow the 'Early Return' rule defined in that skill.

mcsee

Here are 50 pages of our company coding standards and business rules.

Now, please write a simple function to calculate taxes.

mcsee

Read @Dashboard.tsx and @api.ts. Do not write code yet.

Analyze the stack dump.

When you find the problem, explain it to me.

Then, write a Markdown plan to fix it, restricted to the REST API..

[Activate Code Mode]

mcsee

Fix the probabilistic predictor in the Kessler Syndrome Monitor component using this stack dump.

mcsee

Refactor this code and make it cleaner

mcsee

Mejorá este código y hacelo más limpio

mcsee

git status              # Check for uncommitted changes

git add .               # Stage all changes

git commit -m "msg"     # Commit with message

git diff                # See AI's changes

git reset --hard HEAD   # Revert AI changes

mcsee

# You analyze git history first:
# git log --format=format: --name-only | 
# grep -E '\.py$' | sort | uniq -c | sort -rn

# Results show PaymentProcessor changed 47 times this month
# And it doesn't have good enough coverage
# LegacyAuthenticator: 0 changes in 3 years

# Focus on the actual hotspot:
class PaymentProcessor:

mcsee

# This authentication module hasn't changed in 3 years
# It's deprecated and will be removed next quarter
# But you spend a week "improving" it

class LegacyAuthenticator:
    def authenticate(self, user, pwd):
        # Original messy code from 2019
        if user != None:
            if pwd != None:
                if len(pwd) > 5:

mcsee

import unicodedata

def normalize_email(email):
    # Convert to NFKC normalized form
    normalized = unicodedata.normalize('NFKC', email)
    
    # Ensure only ASCII characters
    try:
        normalized.encode('ascii')
    except UnicodeEncodeError: