Comprehensive Learning Ecosystem

Engineered for rapid, effortless fluency

Oslango combines sensory immersion, cognitive spaced repetition, dynamic grammar mapping, and AI co-pilots into one seamless platform.

Sensory Mastery

Multi-Sensory Practice Engine

Language is not just reading words on a screen. Oslango trains all 6 neurological pathways simultaneously.

Spaced Repetition Mode 1 of 6

Flashcard (FSRS)

State-of-the-art Free Spaced Repetition System (FSRS-5) operating per atomic definition (sense). Adapts interval spacing based on exact retrieval difficulty so you retain vocabulary permanently with 70% fewer reviews.

Atomic Sense-Level Tracking: Distinct scores per meaning (sense_id)
5-Grade Recall Interval: Fine-tuned stability calculation
Zero Review Waste: Only reviews what is about to fade
Flashcard (FSRS)
Dynamic Knowledge Graph

Grammar Mind Map & Dynamic Hierarchy

Grammar is not an isolated set of dry rules. Oslango visualizes grammar as an interconnected living graph with automatic difficulty levels.

Dynamic Level Engine

Node levels calculate automatically via level = max(child_levels) + 1. Leaf concepts start at Level 1, while mastery flows upstream seamlessly.

Leaf Rules (Lvl 1) Compound Structures (Lvl 3+)

CEFR Breakdown & Limits

Topic details display visual CEFR distribution stacked meters (A1–C2). Start practice sessions with flexible question limits (10, 20, 50, 100 or custom counts).

A1: 15% A2: 25% B1: 30% B2: 30%

BFS Cycle Prevention

Connect multiple prerequisites safely. Built-in 2-way Breadth-First Search (BFS) graph verification ensures 100% acyclic integrity without infinite study loops.

Real-time layout sync & aggregate attempt tracking
Authentic Input

Interactive Live Streams & Immersion

Immerse yourself in authentic live streaming video, podcasts, and curated native broadcasts with synchronized transcripts and 1-click context capturing.

Real-Time Subtitles

Interactive dual-language transcripts synchronized to milliseconds. Hover any word for instant IPA, definition, and grammatical role.

1-Click Vault Capture

Instantly save unfamiliar terms, idioms, or entire spoken sentences directly into your personal learning Vault with original video timestamps.

Context Preservation

Words are never learned in isolation. Captured items retain the exact surrounding dialogue, tone, and source context for authentic recall.

Cumulative Pacing

Wall-Clock Study Timer & CEFR Pacing

Reaching fluency requires cumulative hours. Oslango tracks your exact engaged time and projects your target milestone arrival using rolling averages.

Zero-Loss Wall-Clock Tracking

Survives tab switches, page reloads, and mobile pauses

Active study timers compute duration dynamically via wall-clock time (Date.now() - createdAt - pausedMs). Sessions persist seamlessly in Cloudflare D1 with automatic 24-hour safety caps.

Rolling 7-Day Average Target Projection

Your estimated milestone arrival date adapts daily based on your real rolling 7-day study average (excluding today), giving you an honest, mathematical roadmap to fluency.

CEFR Cumulative Road
A1 Beginner 90 – 100 hrs
A2 Elementary 180 – 200 hrs
B1 Intermediate 350 – 400 hrs
B2 Upper-Intermediate 500 – 600 hrs
C1 Advanced 700 – 800 hrs
C2 Mastery 1,000+ hrs
Cognitive Science

3-Way Retention & Habit Analytics

Raw test accuracy is misleading. Oslango calculates actual memory retention based on visual recognition, pronunciation precision, and spelling accuracy.

Interactive Formula Preview

Sense Retention = (Remember + Pronunciation + Spelling) / 3

Total Retention 80%
Remember (Flashcard) 90%
Pronunciation (Acoustic) 80%
Spelling (Orthography) 70%
Stage 1: New Pending first review
Stage 2: Learning Active FSRS interval
Stage 3: Passive Remember ≥ 80%
Stage 4: Active All 3 ≥ 80% (Mastery)
Intelligent Scheduling

AI Daily Scheduler with ChatGPT & Claude

Connect Oslango's memory states directly to frontier AI models (ChatGPT, Claude, Cursor) to build personalized study routines tailored to your weak points.

Custom Study Parameters

Direct Model Context Protocol (MCP) compatible
ai-daily-scheduler.prompt
Act as my elite language learning coach using Oslango's learning methodology.
Target Exam: IELTS
Current Goal: Transition from B2 to C1
Daily Study Budget: 45 minutes/day

Please create an optimized 7-day study schedule integrating:
1. FSRS Flashcard reviews (Target retention: 90%)
2. Pronunciation & Shadowing practice (16 mins/day)
3. Grammar Mind Map mastery on complex sentence structures
4. Authentic Dictation & Stream immersion

Format the output as actionable daily checklists with exact Oslango practice modes and estimated completion times.
            

Paste this structured prompt into ChatGPT, Claude, or your Cursor agent to generate custom weekly milestone checklists synced to your Oslango memory curves.

Experience the entire ecosystem today

Join thousands of learners mastering real-world vocabulary, authentic pronunciation, and dynamic grammar with Oslango.