SkillSync: Full Application Documentation

AI-Powered Skill Intelligence Platform


1. Problem Statement

Background: Students, freelancers, and early-career professionals often possess fragmented skills acquired from different platforms. These skills are rarely mapped clearly to real-world opportunities. Existing platforms focus on certificates, lack skill intelligence, and don't personalize growth paths.

Solution: SkillSync is an AI-powered system that captures user identity, maps skills into structured domains, recommends paths, and evolves through feedback.


2. Full System Flow

  • App Launch
  • Authentication (Supabase)
  • Genesis Onboarding
  • Skill Input & Classification
  • Skill Mapping Engine
  • Dashboard & Recommendations
  • Continuous Learning Loop

  • 3. User Interface (UI) Architecture

    #### 2.1 Auth Screen

  • Clean Signup/Login flow via Supabase.
  • Secure email/password authentication.
  • #### 2.2 Genesis (Onboarding)

  • Career intention selection.
  • Skill self-assessment & preferences.
  • #### 2.3 Evolution Dashboard (Daily Home)

  • Skill Overview Cards: Visualizing the Skill DNA.
  • Growth Velocity: Real-time tracking of acquisition.
  • AI Suggestions: Predictive next steps.

  • 4. System Architecture

  • Frontend: Flutter (Material 3, 60fps) for Web & Mobile.
  • Backend: Supabase (PostgreSQL, RLS, Edge Functions).
  • AI Layer:
  • - Skill classification & clustering.

    - Prompt-based reasoning for recommendations.

    - Custom skill-graph models.

  • Animation: Rive/Lottie for a "living" interface feeling.

  • 5. Research Validation Statement

    > "SkillSync operationalizes skills as dynamic, decaying, and synergistic cognitive assets, extending traditional competency models into a predictive, AI-driven framework."