Steam Ecosystem Dashboard — The Network In Numbers
The network, in numbers.
This dashboard aggregates structural intelligence across 3,320 developers and 252 repositories, identifying 68 gambling-specific codebases and cross-platform connection bridges. The empirical data highlights geographic clustering and developer overlaps showing that third-party skin gambling infrastructure operates as an organized, highly interconnected software industry integrated with Steam's platform.
← Back to Executive briefingConsolidated statistics of the investigation database: geographic distribution, top companies, skins gambling repositories, and active connection bridges.
Sector I — Valve Corporation Core
Official repositories and systems software. Confirmed development space of Valve employees Nephyrin and Joe Ludwig.
Sector II — Authorization Engines & Protocol Emulators (SteamKit)
Reverse-engineered network libraries co-authored by Valve's Nephyrin and skins gambling developer DoctorMcKay.
Sector III — Card Farming Clients (ArchiSteamFarm)
Utilize SteamKit protocol emulators to run millions of fake clients (idling) in the background to farm trading cards.