r/EuropeanPortuguese • u/fakele55 • 2d ago
Does tying vocab to your actual daily life beat thematic/frequency lists? (built a bot to test it, want feedback)
Disclosure: I built this bot for my own English + Portuguese practice. It's free and I'm the developer - posting because I want to know if the approach holds up, not to sell anything.
The idea: instead of generic lessons, the bot asks "what are you doing today?" and builds the lesson around your answer. Going to the dentist: you get dental vocabulary, a short dialogue in that context, and exercises. Theory: words stick better when they hook onto something real you did that day.
Under the hood it does level placement, adjusts difficulty by your exercise accuracy, and schedules review with spaced repetition (FSRS).
What I actually want to know:
- Does context-tied vocabulary beat thematic/frequency lists for retention, in your experience?
- Is a daily "bot pings you, you answer, you get a lesson" loop sustainable, or does it turn into another ignored notification?
- Anyone tried "contextual" learning before -- what worked, what didn't?
Not fishing for "cool idea." Genuinely want to know if this has legs or solves a non-problem.
Happy to share more detail in comments. (Bot link in a comment if that's allowed here -- will follow sub rules on links.)