Internal Tool · AI System

Content OS

An AI-powered content operating system that audits, plans, writes, and delivers five ready-to-record scripts every Monday morning — without being asked.

Project Overview

Most content workflows have the same problem: the thinking is manual. You sit down, try to remember what you posted last week, figure out what's missing, decide what to make next, and then write it. It's a process that eats hours before a single second has been recorded.

Content OS eliminates that entirely. Built on Claude AI, Google Sheets, and iOS Shortcuts, it runs a full weekly audit every Monday at 8am — reading six weeks of posting history, identifying gaps in topic coverage and funnel balance, generating new ideas to fill them, selecting the best five for the week, writing complete scripts for each, and delivering them to your inbox as a ready-to-act HTML brief. You make two decisions: approve the brief, record the videos.

Built in under a day once the architecture was defined. Currently in active personal use, with clear product potential for any business managing a repeatable content, outreach, or operational workflow.

Client
Internal (Personal Build)
Timeline
~1 day build · Ongoing iteration
Services
System Design · AI Workflow Architecture · Automation Design · Implementation
Tech Stack
Claude AI Google Sheets iOS Shortcuts Custom Automations
The Challenge

Turning content from a task into a system

"Content isn't hard because of writing — it's hard because of decisions."

The core problem wasn't generating content ideas. It was managing the entire lifecycle: ideas were scattered across notes, chats, and memory; content lacked balance across topics and funnel stages; planning required constant manual effort; scripts were created inconsistently, often last-minute.

The harder problem was automating judgment — deciding what content to make, what's missing, what needs rebalancing. That requires the system to understand context, not just execute steps.

Our Solution

What we built

Dual-Mode System

Reactive mode captures your ideas instantly via voice or text. Proactive mode generates new ideas autonomously based on historical gaps and content strategy. Both modes feed the same planning engine — flexibility without sacrificing consistency.

Weekly Autonomous Engine

Every Monday at 8am, unprompted: audits 6 weeks of content history, identifies gaps in pillars and funnel stages, generates ideas, selects the best five, writes full scripts, updates the rolling calendar, and emails a clean brief — all before you've opened your phone.

Frictionless Idea Capture

An iOS Shortcut on the home screen. Dump ideas by voice or text in under 30 seconds. Claude extracts every idea, tags it by content pillar and funnel stage, files it in the Ideas bank, and sends a confirmation notification within 30 seconds of hitting Done.

Dynamic Content Calendar

A rolling 6-week calendar continuously updated: week 1 confirmed, weeks 2–3 planned, weeks 4–6 roughed in. When a video is marked Posted, the system logs it, stamps the idea as used, and triggers a rebalance — automatically.

End-to-End Output Delivery

Each planning cycle delivers 5 fully written scripts — hook, body, CTA, format notes, and hashtags — sent as a clean HTML email brief. Open it, approve it, record. Nothing else required.

Results

The numbers speak

5
Scripts delivered every Monday
<30s
Idea-to-bank pipeline
~1d
Total build time
0
Manual planning required
System Insight

Content OS is not a content tool — it's a decision engine.

scattered idea capture structured input system
manual planning automated prioritisation
inconsistent output repeatable workflow

By combining memory (history), logic (audit + rebalancing), and generation (scripts), the system creates a self-sustaining content loop.

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