Opyt
Notable signalYour attention is the context your AI is missing
Launched 1mo ago
Signal
53
Velocity
2
What this means
-67%Category cooling: Twitter.
Launches down 67% week-over-week.
18Founder Conviction Index: 18 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
22%
today
Projected end-of-day votes
82range 62–111
Trajectory
stable
Vote pace holding steady.
About
Opyt turns the people and topics you already follow into a knowledge base. Point it at your X bookmarks, Substack subscriptions, blogs, GitHub repos or arXiv papers, and it pulls in their archives. It reads a topic through, writes its own follow-up questions, and keeps looking for new work that builds on what you've collected. Share what your knowledge base, keep exploring, and let your AI read it all. Free, MIT licensed, and your knowledge base can stay local.
AI Summary
Opyt is a tool that compiles content from platforms like X, Substack, GitHub, and arXiv into a personalized knowledge base. It analyzes the collected information, generates follow-up questions, and continuously searches for related new work, while allowing users to maintain local control over their data.
Attention & discussion velocity
Performance
Velocity2
Vote pace vs average
Momentum2
Sustained over 6h
Virality7
Spread × engagement
Engagement22
Discussion per unit of attention
Signal sources
2 of 6 active- Launch tracking9 readings since we picked it up
- AI analysisProductivity
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.