Gangsworld
// creator engineering lab
Building open‑source weapons for the creator economy. AI, automation, and zero‑BS tools. Every project is crafted to give influencers, streamers, and video creators the unfair advantage.
ViralClip Swarm
🔥 ACTIVE DEVELOPMENTAI‑powered swarm intelligence that turns 2‑hour streams into 10 viral shorts — automatically.
dynamic captions · smart crop 9:16 · batch export ready for TikTok/Reels
locally processed · whisperX + ffmpeg + opencv · open‑source alternative to Opus Clip
Arsenal · 20 creator tools
ViralClip Swarm
AI swarm that clips viral moments, adds dynamic captions, and exports vertical shorts automatically.
OpenReel
Open source Descript alternative – edit video by editing text transcripts, local Whisper backend.
Thumbnail A/B Test
Self‑hosted proxy to A/B test YouTube thumbnails and track CTR winners.
BrandDeck
Contract & deliverable tracker for influencer-brand deals. Automatic invoicing & scope control.
Authenticity Scanner
Bot/follower graph analysis + influencer authenticity score, bot cleaner.
TrendCaster
Predictive analytics: scrapes rising TikTok sounds & reddit trends before they blow up.
Engagement Farm Sim
AI-generated chat + toxicity sandbox to train community moderators safely.
StreamDeck OS
Open firmware for DIY Stream Decks (RPi Pico / Android) – full macro control.
OBS-GPT
AI overlay assistant for OBS: live chat Q&A, wiki lookup, alerts without alt‑tab.
AutoCaption Renderer
Rust/FFmpeg tool for blazing fast animated captions (word‑level highlighting).
AdPocalypse Shield
Pre‑upload scanner that flags demonetization risks (audio/visual/text).
DM Manager
Sandboxed DM environment: opens links in disposable VM, filters scams.
MultiRift
Cross‑platform scheduler: auto‑crop to 9:16, 16:9, 1:1, native API posting.
Podcast2Blog
WhisperX + LLM pipeline converts podcasts into SEO‑ready blog posts.
Discord Loyalty Engine
Watch‑time based roles & leaderboards, no crypto nonsense.
Reaction Cam Relayer
DMCA‑safe reaction streaming tool – overlay cam without storing copyrighted VODs.
YouTube Sync
Git‑style backup: download all videos, metadata, comments, restore to new channel.
IG Migration Tool
Export Instagram stories/highlights → Pixelfed or static portfolio.
CollabGraph
Decentralized creator collab network + reputation system.
Music Clearance DB
Open database of copyright status, public domain & CC alternatives.