EVT 2026-02-18 - Stage A/B/D Goal Freedom, Contextual Nudge, and Adaptive Recommendation Baseline
DomainsDOL EnglishProduct253 words1 min read
Session scope
Phần tiêu đề “Session scope”Lock the final V2 baseline for non-mandatory goal handling, contextual nudge behavior, adaptive recommendation contracts, and outside-in low-friction entry.
User-confirmed outcomes
Phần tiêu đề “User-confirmed outcomes”- Goal is fully optional across all flows, including paid flow.
- No fixed weekly popup loop for unanswered goal.
- Goal nudge becomes contextual only, with touchpoints:
- Home,
- Practice Management,
- Profile.
- Goal nudge frequency cap: maximum 1 nudge per day per account.
- Recommendation strategy baseline:
- habit-first priority,
- dynamic set size (3 to 7),
- one-line reason label per item,
- adapt recommendation strategy after 3 consecutive ignores,
- max 3 items from same skill in one recommendation set,
- manual controls: skill, difficulty, duration,
- manual controls persist in current session only,
- refresh triggers: on submit + manual refresh.
- Cold-start recommendation source for no-goal/no-history users:
- trending exercises from recent 14 days,
- easy-start bias.
- Outside-in entry baseline:
- pre-auth browsing allowed for program/course/exercise discovery,
- auth gate at attempt start or first persist action,
- signup minimum fields = auth identity + terms,
- first landing after signup = Home empty-state.
- Paid flow data policy:
- checkout requires payment information only,
- no mandatory goal/learning profile field in checkout.
Trace
Phần tiêu đề “Trace”- Promoted into:
DEC-0040,DEC-0041,DEC-0042,DEC-0043 - Reflected in:
STATE_Onboarding_Goals,STATE_Practice_Recommendation,STATE_Home_Router_Mode_Switching,STATE_Entry_Access_Foundation,STATE_Access_Profile_Subscription_Envelope - Mapped for UX extraction in:
UX_Extraction_Map