1. RICE Backlog & Sprint Selection
1-Click Google & GitHub SSO Login
Course Progress Milestone Badges
AI Voice Tutor Live Audio Streaming
Automated GST Invoice Generator
Dark Mode Theme Customizer
Interactive Lab Diagnostic Sandbox
Offline Mobile Download Mode
Enterprise Manager Reporting Dashboard
Roadmap (Ranked by RICE, In-Sprint Only)
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Feedback Board (20 Cards)
“Logging in with a work Google account would save my team so much onboarding time.”
“I keep forgetting my SkillsGuide password — SSO would fix that instantly.”
“Badges after each milestone would keep me motivated to finish the track.”
“A visible progress badge system would help me show completion to my manager.”
“An AI voice tutor sounds cool but honestly I would trust it less than the written labs.”
“Live voice tutoring seems experimental — I would rather see it stabilize first.”
“Our finance team rejects checkout without a proper GST invoice — this blocks renewal.”
“Manually requesting GST invoices by email takes days — automate it.”
“Dark mode would be nice for late-night study sessions.”
“Not a dealbreaker, but dark mode is a frequently requested nice-to-have.”
“The diagnostic sandbox is the single biggest reason I upgraded — more labs like it please.”
“Practicing debugging in the sandbox helped me pass my interview loop.”
“I only have mobile data on my commute — offline downloads would help a lot.”
“Would love to download a module for the flight instead of streaming it.”
“Our L&D manager needs a dashboard to track team completion, not per-user emails.”
“Enterprise reporting would justify renewing our team license.”
“SSO plus badges together would make onboarding effortless for new hires.”
“GST invoices should auto-attach a PDF, not just text.”
“Sandbox needs more scenarios per skill track — I finished all of them in a week.”
“Offline mode would need to support partial sync when back online.”
Impact vs Effort by Feature
RICE Score per Feature
Structured PRD & Experiment Worksheet
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