Eggshell
Notable signalLocal memory for AI agents to reuse work, spend fewer tokens
Launched 1d ago
Signal
57
Velocity
0
What this means
+1180%Launching in a 1180% WoW growing category.
Open Source had 128 launches this week vs 10 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
19%
today
Projected end-of-day votes
74range 56–100
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1.3×
28 AI Agents launches
About
Eggshell carries useful work across AI agent chats. It stores results and evidence locally, retrieves relevant memory, and helps reduce repeated investigation—without LLM calls to organize that memory.
AI Summary
Eggshell is an open-source tool that enables AI agents to store and retrieve local memory, facilitating the reuse of previous work and reducing the need for repeated investigations. By minimizing LLM calls, it helps optimize token usage in AI applications.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement8
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.
115/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Novelty15%20
carried 20%
Business15%4
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 tracking6 readings since we picked it up
- AI analysisAI Agents
- 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.