I automated my content calendar with 6 Python scripts

I used to spend Friday afternoons staring at a blank content calendar.

"What should I post next week?"

Then I'd scroll LinkedIn for inspiration, cobble together something generic, and feel like a fraud hitting publish.

Here's what changed.

I started logging what I was doing throughout the week. Quick notes. "Built a CSV import. Took 2 hours. Skipped the API route." Stuff like that.

Then I wrote 6 Python scripts that read those notes and spit out ready-to-publish content.

Every Friday, I run one command. 30 seconds later, I have:

• 3 LinkedIn post drafts with hooks already written
• 2-3 newsletter email drafts (500-800 words each)
• A strategic review of what I actually spent my week on
• Content ideas mapped to what I built

Then I schedule the emails straight to Kit from my terminal. No logging into ConvertKit. No copy-pasting HTML. Just:

```

python3 schedule-newsletter.py "my-draft.md"

```

Queued for 10am tomorrow. Done.

The 6 scripts:

1. Content Pipeline — Scans my worklog and recent notes. Outputs 5 content ideas with hooks. 30 seconds.
2. Deep Pattern Analyzer — Finds themes across my week. Spots contradictions between what I say I value and what I actually spent time on.
3. Business Intelligence Dashboard — Generates the actual drafts. LinkedIn posts, newsletter emails, note templates. Copy, edit, publish.
4. Email Analyzer — Paste in a draft, get 10-section editorial feedback. Subject lines, hooks, structure, CTA suggestions.
5. Newsletter Scheduler — Reads a markdown file, converts to HTML, schedules via Kit API. Auto-detects the next open slot so I don't double-book.
6. YouTube Email Generator — Paste a YouTube URL, it fetches the transcript and writes a promotional email. Ready to schedule.

The whole stack costs about $0.15/week in API calls. 20 minutes every Friday. That's my entire content workflow.

I'm packaging the whole system into a GitHub repo you can clone and run yourself.

You'll need Python, an Anthropic API key, and a folder of markdown notes. If you have a Kit account, the scheduling scripts work out of the box.

It's $39, one-time. You get the repo, the templates, and sample output so you can see what it generates before you run it.

Get The Builder's Pipeline ($39, one-time)

P.S. This email was drafted by script #3 and scheduled by script #5. I edited it for about 10 minutes. That's the whole system in action.