markus

Generate images and videos via Fal.ai API. Use when generating AI images (FLUX, nano-banana-2), AI videos (Veo 3.1), or any Fal.ai model. Supports queue-based async generation with polling, reference image editing, and file download. Also use when the content pipeline needs direct image/video generation bypassing Dropspace rate limits.

Content clipping engine — process videos and images from Google Drive into short-form content. Video clips via audio peak detection + FFmpeg. Image slideshows via Drive folder selection + canvas overlays. Use when user asks to clip videos, create slideshows from photos, process footage, or create short-form content from existing media.

Self-improving content pipeline for Dropspace. Analyzes post performance, generates new content across 6 platforms, schedules publishing, and compounds strategy over time. Run nightly for best results. Use when asked to run the content engine, generate social posts, or manage the content pipeline.

Extract short clips from DJ set recordings and schedule to TikTok/Instagram via Dropspace. Uses ffmpeg for audio analysis and video cropping. Use when asked to clip DJ sets, extract video highlights, or create short-form music content.

Turn event photos from Google Drive into TikTok/Instagram slideshows via Dropspace. Face-aware text positioning, community voice captions. Use when asked to create slideshows from event photos or manage photo-based social content.

Create and publish social media launches via the Dropspace API. Use when user wants to post to social media, create launches, manage personas, track post analytics, schedule content, or anything Dropspace-related. Supports 10 platforms (Twitter, LinkedIn, Reddit, Instagram, TikTok, Facebook, YouTube, Substack, Product Hunt, Hacker News) with per-post analytics and AI content generation.

Self-improving autonomous content pipeline. Analyzes post performance across 6 platforms, generates new content with AI (slideshows, tweets, linkedin posts, reddit threads), schedules via Dropspace API. Gets smarter every night — each cycle learns from real engagement data. Use when asked to set up autonomous content posting, run the content engine, or manage multi-platform social media automation.

Turn DJ sets and long music recordings into short-form TikTok/Instagram clips. Analyzes audio for energy peaks and transitions, cuts 30-second vertical clips, identifies songs via Whisper-based timestamping, generates captions with artist credits, schedules across platforms via Dropspace API. Use when asked to clip DJ sets, extract highlights from long recordings, or automate music content.

Turn event photos into daily TikTok/Instagram slideshows. Downloads photos from Google Drive, resizes for mobile, assembles slideshows with face-aware text overlays, generates captions in a configurable community voice, schedules one post per day via Dropspace API. Use when asked to automate event photo posting, create slideshows from Google Drive, or schedule photo content.

Create and publish social media launches via the Dropspace API. Use when user wants to post to social media, create launches, manage personas, track post analytics, schedule content, or anything Dropspace-related. Supports 10 platforms (Twitter, LinkedIn, Reddit, Instagram, TikTok, Facebook, YouTube, Substack, Product Hunt, Hacker News) with per-post analytics and AI content generation.

Automate Facebook marketing for your app with visual carousel posts. Use when creating Facebook posts, analyzing engagement, or managing Facebook content strategy.

Automate Instagram carousel marketing for your app using AI-generated images, text overlays, and Dropspace for publishing/analytics. Use when creating Instagram posts, analyzing carousel performance, or managing Instagram content strategy.

Automate LinkedIn marketing for your app with text-only posts. Weekdays only. Post types include hot takes, frameworks, build-in-public updates, before/after transformations, and lessons learned. Use when creating LinkedIn posts, analyzing engagement, or managing LinkedIn content strategy.

Automate Reddit marketing with text-only posts to your subreddit. Text-only posts with multiple post types (build journals, lessons, data transparency, tips, community questions). Use when creating Reddit posts, analyzing engagement, or managing Reddit content strategy.

Automate TikTok marketing across multiple apps using Dropspace for publishing/analytics. Use when setting up TikTok content automation, creating slideshow posts, analyzing post performance, optimizing marketing funnels, or when user mentions TikTok growth, slideshows, or social media marketing for any app.

Automate Twitter/X marketing for your app with single tweets and threads. Most casual tone of all platforms. Text-only — no images. Use when creating tweets, analyzing engagement, or managing Twitter content strategy.