Incentivizing Mastery beyond examinations. Access to the best study techniques and feedback standards possible on earth.
GrantApp: The Adaptive Quiz Platform That Reacts to Your Understanding level.
https://crvstal.github.io/Grantapp/
What Makes It Revolutionary
GrantApp doesn't just test you—it learns how you think, incentivizes understanding, help's find the proper situations for memorization and those this for a large community of fellow learners so that you never run out of motivation or funding opportunities.
Most quiz apps are glorified flashcard decks with a timer. They dump 50 random questions at you, mark them right or wrong, and call it "adaptive" if they make the next question slightly harder. GrantApp takes a fundamentally different approach by treating exam preparation as a cognitive profiling problem, not a content delivery problem.
The Core Difference: Dual-Axis Taxonomy Engine
While competitors organize by "Easy/Medium/Hard," GrantApp maps every question across two dimensions:
1. Cognitive Patterns (How You Think)
- Pragmatic Application – Real-world problem solving
- Logical Reasoning – Deductive and analytical chains
- Canon/Administrative – Rules, definitions, standards
- Statistical/Predictive – Data interpretation, probability
- Pure Mathematical – Abstract proofs and derivations relevant to each subject.
2. Information Types (What You're Processing)
- Essential – Core foundational knowledge
- Contextual/Historical – Background and narrative
- Abstract/Visual – Theoretical frameworks
- Supply Chain/Procedural – Process and methodology
- Mathematical Proofs – Formal logic and equations
The magic: GrantApp builds a 5×5 mastery matrix for you. It knows if you're crushing logical reasoning with essential concepts but struggling with pragmatic applications of contextual information. This granularity is unprecedented in consumer quiz apps. The scale is incredibly reassuring in the age of Agentic systems.
Real-Time Adaptive Intelligence (where AI fits in perfectly over time)
Every answer you give updates your cognitive profile:
- Streak tracking adjusts difficulty momentum
- Response time analysis detects confidence vs. lucky guesses
- Pattern weakness identification targets your blind spots
- Learning velocity calculation personalizes progression speed
The algorithm doesn't just ask "was this right?" It asks: "What does this reveal about how this student's mind works?"
Built for the Real World
GrantApp was architected for thumb-typing on unreliable connections. Every interaction is optimized for:
- Unstable networks (aggressive caching, retry logic)
- Screen interruptions (automatic progress saving)
- Touch targets (no tiny radio buttons)
Zero-Cost Access
No paywalls on core functionality. The very Generous Free tier includes:
- Full adaptive engine
- Complete question taxonomy
- Performance analytics
- All subjects (JAMB/UTME/AP, with SAT/AWS coming)
Premium unlocks: global rankings, unlimited questions, custom study plans, detailed reports, Solana backed Mastery prizepools.
Blockchain-Native Payments
GrantApp uses Solana for premium upgrades—instant, near-zero fees, no credit card required. Built on Helius RPC infrastructure for reliability.
Multi-Engine AI Architecture (Coming)
Unlike single-provider quiz apps, GrantApp will orchestrate three AI engines:
- Gemini – Primary question generation and classification
- Hugging Face – Specialized NLP for explanation quality
- Claude – Meta-analysis and learning pattern insights
This redundancy ensures uptime and leverages each model's strengths.
What Students Actually See. (Get's better with scale of use)
1. Select your exam (JAMB, AP, SAT, AWS Certs)
2. Choose your subject (Math, Physics, English, Chemistry)
3. Pick your mode (Practice/Mock/High Stakes)
4. Answer 20 questions that evolve based on your performance
5. Review and analytics – not just "70% correct" but "strong in logical reasoning with essential info, weak in pragmatic applications"
No account required for basic use. No ads. No dark patterns.
The Philosophy
Most ed-tech optimizes for engagement metrics (time on site, daily streaks). GrantApp optimizes for cognitive transfer—can you apply what you learned in a real exam?
We believe effective learning requires:
- Honest difficulty (no fake "confidence boosting")
- Targeted practice (no random review)
- Transparent progress (no gamified dopamine loops)
- Accessible design (no $50/month paywalls)
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Completely built out the custom inference logic, and the physics questions set especially, properly layered on the MCP for Gemini, with a an option to call Anthropic one funding is raised. Pure HTML/CSS/JS – No frameworks, no build step, runs anywhere - Flat-file architecture – Fast, cacheable, resilient - Client-side taxonomy – Privacy-first, no data mining - Progressive enhancement – Works offline after first load Built to run on a 2015 Android phone over 3G. If it works there, it works everywhere. Current Status Live: JAMB/UTME (Math, English, Physics, Chemistry) with full adaptive engine Next: SAT/AP prep, AWS certification practice Roadmap: AI-generated question explanations, peer comparison analytics, custom study schedules Try the demo. No signup, no credit card, no catch. Just you versus an algorithm that wants to understand how you think. The code is properly licensed and trademarked, the custom inference logic is patented to the researcher. Very good progress was made.
Not raised yet, Looking to raise funds.