Case Study

A month of posts,
in 10 minutes.

Generates a complete monthly content calendar from a single brand brief. Platform-specific formats, caption variants, hashtag sets, and posting schedule in under 10 minutes.

Status Live · Internal
Client JQ Internal
Category Content Planning
Built 2026
At a glance

What is Social Media Content Calendar?

The Social Media Content Calendar is an internal Claude-powered tool that produces a full monthly content plan for a brand in under 10 minutes. Input: a one-page brand brief (voice, goals, audience, themes). Output: 30 days of platform-specific posts for Instagram, LinkedIn, and Pinterest, with captions, hashtags, posting times, and a themed weekly structure. Saves the "blank calendar" dread of monthly content planning.

The Problem

What was broken.

Monthly content planning is the worst kind of creative work: high-volume, repetitive, and always due yesterday. Sitting down in front of a blank calendar grid and filling it with 30 days of posts (across Instagram, LinkedIn, Pinterest, maybe Twitter/X) is a 4-5 hour exercise that produces diminishing returns. The last 10 posts in the month are always worse than the first 20, because the brain is tired.

The bigger problem is structure. Without a structure, every month looks the same or worse: "post about the product, post about the team, post a quote, post a tip, repeat". Content calendars built this way lose the audience within weeks because they feel directionless.

What was needed was a tool that could take a brief and produce a month of content with actual thematic structure: week 1 focused on X, week 2 on Y, with platform-specific angles and a variety of formats. Not 30 disconnected posts. A calendar.

The Approach

What was built.

The system takes a brand brief (voice, audience, goals, current themes) and runs it through a Claude prompt that returns a structured calendar object: four weekly themes, each with 5-8 posts per platform, each post with a platform-specific caption, hashtag set, suggested visual, and posting time.

The prompt enforces variety: no two consecutive posts with the same format, no repeated hooks, a mix of educational, behind-the-scenes, product, and social-proof angles. It also enforces platform discipline: a LinkedIn post is structured differently from an Instagram caption, which is different again from a Pinterest pin description.

The output is a CSV that imports straight into Buffer, Later, Notion, or a custom spreadsheet template. From generation to scheduled posts in under 15 minutes including a human review pass.

How It Works

Architecture in plain English.

01
Brand brief input
The user fills in a short form: voice, audience, goals for the month, current themes, products or campaigns to highlight, posting frequency per platform.
02
Theme structure
Claude generates four weekly themes that build toward the month's goals. Each theme has a headline and a short rationale for why it fits the brand this month.
03
Per-platform generation
For each week and each platform, Claude drafts the individual posts: captions, hashtags, CTAs, suggested visuals. Constrained by platform best practices and the brand voice spec.
04
Variety enforcement
The prompt explicitly blocks repetition: no two consecutive posts using the same hook, no three posts in a week with the same format, no repeated CTAs.
05
CSV export
The finished calendar exports as a CSV ready to import into Buffer, Later, Notion, or any scheduling tool. One column per field, one row per post.
Stack

Built with.

Python Claude API Claude Sonnet 4.6 Structured JSON output CSV export Platform-specific templates Buffer integration
Outcomes

What changed.

4h → 10m calendar generation
30 days planned per run
3+ platforms per calendar
4 weekly themes with rationale

This tool proves something specific: a Claude prompt with the right structure outperforms a human staring at a blank grid at the end of the month, because the human is tired and the prompt is not. It is not "better than a planner on a good day". It is better than the realistic average, which is all that matters for operational content work.

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