Social Media Content Generation & Scheduling

Your content calendar should run itself. A single daily job reads your spreadsheet, generates platform-appropriate copy via Gemini Flash Lite, and publishes or drafts each post automatically.

Platform Adaptation Doesn't Scale

A single campaign brief needs to become multiple platform-specific posts: professional and long-form for LinkedIn, punchy and 280 characters for X, visual-caption-first for Instagram. A content team member adapts each one manually, checks character limits, manages platform credentials, and schedules them one by one. This process is slow, inconsistent, and does not scale.

Platform Copy Requires Manual Adaptation

Each platform has different format, length, tone, and character constraints. Manual adaptation per post is slow, inconsistent across team members, and doesn't survive at volume.

Scheduling Is a Daily Coordination Overhead

Managing credentials, checking publish times, queuing drafts — this operational overhead adds up every single day and blocks time better spent on strategy.

Spreadsheet In. Published Posts Out.

The Smart Automation Framework reads your content calendar CSV, generates platform-appropriate post copy for each row using Gemini Flash Lite, and publishes or queues the posts automatically — all from a single daily scheduled task. Platform-specific API integrations and character limit enforcement are generated on first setup. Daily runs use only fractional Flash Lite tokens for copy generation.

Step 1 — Describe the Pipeline

Write a setup prompt specifying your content calendar CSV structure, target platforms, auto-publish column logic, draft output folder, and platform API credential file paths.

Step 2 — AI Generates the Publishing Pipeline

Gemini CLI generates a Python pipeline with per-platform API integrations, character limit enforcement, and draft/publish routing. Tone-specific prompts are embedded for each platform automatically.

Step 3 — Daily Posts, Zero Manual Work

Runs at 9:00 AM daily — processing rows scheduled for today. Posts with auto_publish=true go live immediately; others are saved as drafts for review. Flash Lite generates copy at fractional cost.

Plan in a Spreadsheet. Let It Publish Itself.
"Read $CONTENT_CALENDAR_CSV where each row has: date, topic, tone, target_platform. For each upcoming row, call the Gemini API with the appropriate platform tone prompt to generate post copy. Save drafts to $DRAFTS_DIR/YYYY-MM-DD_platform.txt and POST to the platform API using credentials in $SECRETS_ENV if the auto_publish column is true."
VariableExample Value
CONTENT_CALENDAR_CSV/home/user/marketing/calendar.csv
DRAFTS_DIR/home/user/marketing/drafts
SECRETS_ENV/home/user/.secrets/social_apis.env

Setup (one-time)

~10,000 tokens for pipeline generation with multi-platform integrations.

Per Post

~300–800 tokens via Gemini Flash Lite for copy generation. Publishing logic costs 0 tokens.

Scheduling Logic

Zero tokens — pure local calendar CSV parsing and API calls.

Strategy Over Scheduling. Always.

Social media consistency is a volume problem — you need the right post, in the right format, on the right platform, every day. The awaBerry Smart Automation Framework turns your content calendar into a self-executing pipeline: plan in a spreadsheet, let the framework generate and publish, and spend your time on strategy rather than copy-paste scheduling.

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Smart Automation Framework

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Turn your content calendar into a pipeline

Start from a plain-English description. The framework handles everything else.