Eggshell
Notable signalLocal memory for AI agents to reuse work, spend fewer tokens
Launched 1mo ago
Signal
46
Velocity
2
What this means
Decaying
Vote pace down to 3% of launch speed.
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
10%
today
Projected end-of-day votes
75range 56–101
Trajectory
decaying
Vote pace down to 3% of launch speed.
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
Velocity2
Vote pace vs average
Momentum2
Sustained over 6h
Virality4
Spread × engagement
Engagement8
Discussion per unit of attention
Signal sources
2 of 6 active- Launch tracking9 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 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.