Opyt
Notable signalTurn what you follow on X and Substack into a knowledge base
Launched 8h ago
Signal
55
Velocity
0
What this means
+100%Launching in a 100% WoW growing category.
Twitter had 3 launches this week vs 0 last.
13Founder Conviction Index: 13 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
17%
today
Projected end-of-day votes
75range 56–101
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1×
4 Productivity launches
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
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement5
Discussion per unit of attention
Editorial read
Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.
ThinLittle evidence and no strong angle. Nothing to build on yet.
125/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Novelty15%32
carried 20%
Business15%3
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking2 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 scoring13% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.