Pulse · community analytics
Who's here, what they think about.
Pre-aggregated stats from the Network School Discord. Member skills + interests from #reception intros, top ideas and apps from #discussion. Synthesized by Claude into anonymous category aggregates and named-idea summaries — no individual messages, no handles.
Range: Aug 26, 2024 → Feb 9, 2026 · analysis generated Feb 10, 2026
Member composition
What people bring. What they came for.
- 781Business & Entrepreneurship54%
- 635Crypto & Web344%
- 535Software Engineering37%
- 378Data & AI26%
- 250Finance & Trading17%
- 222Marketing & Growth15%
- 175Content Creation12%
- 148Design & Creative10%
- 121Research & Academia8%
- 103Operations7%
- 3Unknown0%
- 965Technology66%
- 942Networking & Community65%
- 281Finance & Investing19%
- 263Travel & Culture18%
- 235Health & Fitness16%
- 167Reading & Learning11%
- 158Social Impact11%
- 115Arts & Music8%
- 106Philosophy & Mindfulness7%
- 103Sports7%
- 2Unknown0%
Discussion signal
What the community is building.
Top ideas and apps surfaced from the public discussion channel, scored by Claude on signal strength (engagement, specificity, traction cues).
- 0178Startup societies winning sports competitions for diplomatic recognition
The idea that startup societies could gain diplomatic recognition by winning athletic competitions like Hyrox and eventually Olympic medals.
- 0270Prefab/Shipping Housing for Network Society↗ link
Exploring prefab and portable housing solutions like Neo Smart Living and Jupe for the network society movement.
- 0370Longevity Lecture/Discussion Series at NS
A proposed series of lectures and discussions on aging science, radical longevity, healthspan, techno-futurism ethics, and DeSci/AI builder tracks.
- 0468Intramural Sports Leagues↗ link
Community sports leagues with commissioners for basketball, beach volleyball, soccer, and pickleball to make exercise a daily habit.
- 05631:1 Meetups / Speed Networking↗ link
Structured 1:1 meetup sessions with random pairing tools for deep networking beyond organic encounters.
- 0655Cold plunge leaderboard
A leaderboard to track and rank the longest cold plunge times among community members.
- 0754Startup City Business Incubator↗ link
An incubator session to brainstorm business ideas that make the startup city more sticky, form teams, find partners, and start business plans.
- 0847No smoking rule in breakfast/dinner area
Proposal to ban smoking in the breakfast and dinner areas to improve health and experience for NS members.
- 0948Practical 'Man Skills' Class
A first-principles class teaching hands-on hard skills like woodworking, fire building, car maintenance, wiring circuits, and field first aid.
- 1084Non-Developer Bounty Collaboration with AI Tools
Non-developers working together to attempt development-based bounties using AI-assisted tools like Cursor, Replit, and Claude, with daily coding quests and weekly dev Q&A.
- 0176Insurus↗ link
A home-safety Protect2Earn platform where users earn rewards for completing monthly safety checks with AI photo verification and VeChain blockchain integration.
- 0288KirakLabs↗ link
An AI dev shop that helps founders turn ideas into working products fast, with a fractional CTO option for ongoing help.
- 03142NSPals↗ link
A community networking and matchmaking tool for NS members with network/state views, vector similarity matching, and feature request boards.
- 04111NS Bounties / NS Bounty Board↗ link
A lightweight web app where NS members can post small tasks/jobs as bounties and pay completers in USDC on Base.
- 0588ROZO↗ link
A crypto payment platform supporting USDC on multiple chains for real-world transactions at NS merchants with cashback, GDP tracking, and identity verification.
- 0682Dash Mart↗ link
A grocery delivery service with under-30-minute delivery, online ordering, and 5% cashback via Rozo payments.
- 0773Clippy - NS Robotics Club Robot
The first robot produced by the NS Robotics Club, a 3D-printed robotic arm platform that can run AI models.
- 0877NS Collab↗ link
An open-source hub for NS members to discover who's building what, find co-founders, post projects, with GitHub-like activity graphs and demoday integration.
- 0977Slouch Sniper↗ link
A posture-monitoring app that uses webcam to detect slouching and alerts users, available on multiple platforms including Setapp.
- 1051NS Ride Sharing App↗ link
A ride-sharing app for NS members to coordinate carpooling between Forest City and Singapore with bus guides and cost splitting.
Methodology + attribution
This data and the original analysis are the work of Ramesh Nair (hiddentao), first published at nspulse.xyz. The nspulse repo is MIT-licensed; this page ports the dataset and methodology into ness.city with attribution.
Pipeline: Discord channels exported via DiscordChatExporter, parsed and categorized by Claude using prompts from scripts/parseReceptionCsv.ts and scripts/parseDiscussionCsv.ts in the original repo. Output is fully aggregated — no individual messages, names, or handles ever land in the JSON.