STATE - Vocabulary Learning Loop
DomainsDOL EnglishProduct230 words1 min read
Current truth
Phần tiêu đề “Current truth”Vocabulary follows a lean habit-first loop: one clear action for today, limited daily queue size, and overload guard to avoid learner fatigue.
Rules
Phần tiêu đề “Rules”- Entry rule:
- default CTA for active vocabulary users is immediate quick-start (
Ôn ngay (5 phút)).
- default CTA for active vocabulary users is immediate quick-start (
- Queue model:
- session starts from
Today Focusqueue. - daily visible queue cap:
20. - quick-start subset:
5.
- session starts from
- Priority order for Today Focus:
- due review words from active lists,
- valid suggestions from practice result payload,
- program/course recommended words,
- program trending fallback.
- Overload governor:
- if due backlog
>40, pause new-word intake into Today Focus and keep new items in inbox. - resume intake when backlog returns to
<=30.
- if due backlog
- Cross-area ranking contribution:
- vocabulary can contribute to cross-area rank only through approved point conversion,
- item stages/levels do not define learner account level.
- Non-punitive continuity:
- unfinished queue has no penalty.
- next day queue rebuilds from current signals by the same policy.
- Home integration:
- Home vocabulary block should point to quick-start when data exists.
- Practice integration:
- practice result can feed vocabulary via conditional payload sync with dedupe and queue governance.
Dependencies
Phần tiêu đề “Dependencies”- Home summary routing and CTA behavior.
- Practice result impact contract.
- Vocabulary dashboard/session orchestration.
Decision trace
Phần tiêu đề “Decision trace”- DEC-0070
- DEC-0001
- DEC-0003
- DEC-0043
- DEC-0093