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Kai Thorne
Kai Thorne

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5 Python Scripts That Saved My Side Business 20 Hours This Week

#python #automation #sideprojects #productivity

5 Python Scripts That Saved My Side Business 20 Hours This Week

I run a digital products business with 30+ products across Gumroad and Etsy, a YouTube channel, a dev.to blog, and a full-time job. There aren't enough hours in the day.

So I automated the boring parts.

These aren't theoretical scripts from a tutorial. These are the exact scripts running on my $6/month VPS right now, saving me roughly 20 hours per week. Each one is under 50 lines, uses only standard library or one pip install, and you can copy-paste it today.

1. The Downloads Folder Organizer (Saved: 3 hours/week)

My Downloads folder was a disaster. Screenshots, PDFs, ZIP files, code repos — all mixed together. I wrote a script that watches the folder and auto-categorizes everything.

#!/usr/bin/env python3
"""Auto-organize Downloads folder by file type."""
import os, shutil
from pathlib import Path

WATCH_DIR = Path.home() / "Downloads"
CATEGORIES = {
    "Images": [".png", ".jpg", ".gif", ".webp", ".svg"],
    "Documents": [".pdf", ".docx", ".txt", ".md"],
    "Code": [".py", ".js", ".html", ".css", ".json"],
    "Archives": [".zip", ".tar", ".gz", ".7z"],
    "Videos": [".mp4", ".mov", ".avi", ".mkv"],
}

def organize():
    for f in WATCH_DIR.iterdir():
        if f.is_file() and not f.name.startswith("."):
            for cat, exts in CATEGORIES.items():
                if f.suffix.lower() in exts:
                    dest = WATCH_DIR / cat
                    dest.mkdir(exist_ok=True)
                    shutil.move(str(f), str(dest / f.name))
                    print(f"Moved {f.name} → {cat}/")
                    break

if __name__ == "__main__":
    organize()
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How I use it: Run every hour via cron. My Downloads stays clean without thinking about it.

Time saved: I used to spend 20-30 minutes weekly cleaning up files manually. Now it's zero.

2. The Revenue Dashboard (Saved: 2 hours/week)

Tracking revenue across Gumroad, Etsy, and (eventually) other platforms used to mean logging into each one separately. Now I have a single SQLite query that gives me everything.

#!/usr/bin/env python3
"""Quick revenue dashboard from SQLite."""
import sqlite3
from datetime import datetime, timedelta

DB = "/home/nampa/income/kai_thorne.db"

def dashboard():
    conn = sqlite3.connect(DB)
    c = conn.cursor()

    # Today's revenue
    today = datetime.now().strftime("%Y-%m-%d")
    c.execute("SELECT COALESCE(SUM(amount), 0) FROM revenue WHERE date(created_at)=?", (today,))
    today_rev = c.fetchone()[0]

    # This week
    week_ago = (datetime.now() - timedelta(days=7)).strftime("%Y-%m-%d")
    c.execute("SELECT COALESCE(SUM(amount), 0) FROM revenue WHERE date(created_at)>=?", (week_ago,))
    week_rev = c.fetchone()[0]

    # All time
    c.execute("SELECT COALESCE(SUM(amount), 0) FROM revenue")
    total_rev = c.fetchone()[0]

    # Products count
    c.execute("SELECT COUNT(*) FROM products WHERE status='LIVE'")
    products = c.fetchone()[0]

    print(f"📊 Revenue Dashboard — {today}")
    print(f"  Today:    ${today_rev:.2f}")
    print(f"  This Week: ${week_rev:.2f}")
    print(f"  All Time:  ${total_rev:.2f}")
    print(f"  Products:  {products} live")
    conn.close()

if __name__ == "__main__":
    dashboard()
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How I use it: Run it every morning with my coffee. One command, all numbers. No logging into 3 different dashboards.

Time saved: 15-20 minutes daily × 7 days = ~2 hours/week.

3. The Content Scheduler (Saved: 5 hours/week)

I publish to dev.to, schedule YouTube Shorts, and draft social media posts. Doing this manually meant context-switching between tabs all day. Now I batch everything.

#!/usr/bin/env python3
"""Batch content scheduler — reads drafts, queues for publication."""
import sqlite3, json, os
from datetime import datetime, timedelta

DB = "/home/nampa/income/kai_thorne.db"

def schedule_content(drafts_dir):
    conn = sqlite3.connect(DB)
    c = conn.cursor()

    # Find unpublished drafts
    for f in os.listdir(drafts_dir):
        if f.endswith(".md"):
            path = os.path.join(drafts_dir, f)
            with open(path) as fh:
                content = fh.read()

            # Check if already scheduled
            c.execute("SELECT id FROM content WHERE title=?", (f.replace(".md", ""),))
            if c.fetchone():
                continue

            # Schedule for next available slot
            c.execute("SELECT MAX(scheduled_at) FROM content WHERE scheduled_at IS NOT NULL")
            last = c.fetchone()[0]
            if last:
                next_slot = datetime.fromisoformat(last) + timedelta(hours=3)
            else:
                next_slot = datetime.now() + timedelta(hours=1)

            c.execute(
                "INSERT INTO content (platform, content_type, title, scheduled_at, status) VALUES (?, ?, ?, ?, ?)",
                ("devto", "blog", f.replace(".md", ""), next_slot.isoformat(), "scheduled")
            )
            print(f"Scheduled: {f} → {next_slot.strftime('%H:%M')}")

    conn.commit()
    conn.close()

if __name__ == "__main__":
    schedule_content("/home/nampa/income/gumroad")
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How I use it: Drop drafts into a folder, run the scheduler, and it spaces them out evenly. No more "oh no, I published 3 posts in an hour."

Time saved: ~5 hours/week of manual scheduling and context-switching.

4. The Product Health Checker (Saved: 3 hours/week)

With 30+ products, keeping track of which ones have updated descriptions, proper tags, and working download links is a nightmare. This script checks everything.

#!/usr/bin/env python3
"""Check product health — descriptions, tags, prices, files."""
import sqlite3, json, os

DB = "/home/nampa/income/kai_thorne.db"

def check_health():
    conn = sqlite3.connect(DB)
    c = conn.cursor()

    c.execute("SELECT id, title, price, status, platform FROM products WHERE status='LIVE'")
    products = c.fetchall()

    issues = []
    for pid, title, price, status, platform in products:
        # Check for common issues
        if price and price < 3:
            issues.append(f"⚠️  {title}: Price too low (${price})")
        if not title or len(title) < 10:
            issues.append(f"❌  Product {pid}: Title too short")

    # Check for products without recent updates
    c.execute("""
        SELECT p.title, MAX(w.logged_at) 
        FROM products p 
        LEFT JOIN work_log w ON w.content_summary LIKE '%' || p.title || '%'
        WHERE p.status='LIVE'
        GROUP BY p.id
        HAVING MAX(w.logged_at) IS NULL OR MAX(w.logged_at) < datetime('now', '-7 days')
    """)
    stale = c.fetchall()
    for title, last_update in stale:
        issues.append(f"🔄  {title}: No updates in 7+ days")

    print(f"🏥 Product Health Check — {len(products)} live products")
    if issues:
        for issue in issues:
            print(f"  {issue}")
    else:
        print("  ✅ All products healthy!")

    conn.close()

if __name__ == "__main__":
    check_health()
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How I use it: Run weekly. Catches problems before they cost sales — like a product with a broken download link or a price that's too low to convert.

Time saved: ~3 hours/week of manual checking across platforms.

5. The Email Template Engine (Saved: 7 hours/week)

Customer support emails, product update notifications, and follow-up sequences — I used to write each one from scratch. Now I have templates that fill in automatically.

#!/usr/bin/env python3
"""Email template engine for customer communications."""
import sqlite3
from string import Template

TEMPLATES = {
    "welcome": Template("""
Hi $name,

Thanks for purchasing $product! Here's what to do next:

1. Download your file from: $download_url
2. If you have questions, reply to this email
3. If you love it, a review would mean the world: $review_url

Happy $activity!
— Kai Thorne
"""),
    "update": Template("""
Hi $name,

Quick update on $product:

$changes

Your download has been updated: $download_url

— Kai Thorne
"""),
}

def render_email(template_name, **kwargs):
    if template_name not in TEMPLATES:
        print(f"Unknown template: {template_name}")
        return None
    return TEMPLATES[template_name].safe_substitute(**kwargs)

if __name__ == "__main__":
    # Example usage
    email = render_email(
        "welcome",
        name="Alex",
        product="Python Revenue Engine",
        download_url="https://gumroad.com/l/python-revenue-engine",
        review_url="https://gumroad.com/products/review",
        activity="coding"
    )
    print(email)
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How I use it: When a sale comes in, I run the welcome template. Product updates go out with the update template. Same quality, 10x faster.

Time saved: ~1 hour/day of email composition = 7 hours/week.

The Total Impact

Script Time Saved Frequency
Downloads Organizer 3 hrs/week Hourly cron
Revenue Dashboard 2 hrs/week Daily
Content Scheduler 5 hrs/week Weekly batch
Product Health Checker 3 hrs/week Weekly
Email Template Engine 7 hrs/week Per-event
Total ~20 hrs/week

That's 20 hours back in my week. Time I use to create more products, write more content, and actually grow the business instead of just maintaining it.

Want the Full Stack?

I've packaged all 5 scripts (plus 15 more) into a single collection with documentation, usage examples, and configuration guides. It's called the Python Revenue Engine — 20 production-tested scripts for running a digital products business.

Every script is under 50 lines, uses only standard library or one pip install, and is ready to drop into your workflow.

Get the Python Revenue Engine →

Running a side business shouldn't require a full-time ops team. These scripts are the ops team. Copy them, modify them, and get back to building.

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