Target bank
ready12,200
12,200 deterministic drafts materialized
Vault production system
Question vault growth plan
A production operating plan for turning the current generated prompt bank, reviewed seed anchors, sticky mechanics, and catalog mappings into a real reusable English testing database.
Reusable ready
ready744
369 live unique + 375 seed anchors
Weekly release target
ready580
2,320 prompts per content cycle
Reviewed seed gap
ready0
364 seed target for controlled scaling
Catalog coverage
ready39/39
39 tests are deeply mapped to generated prompts
Quality backlog
watch19
0 blockers, 11 watch items
Production ladder
From live prompts to a real database
step 1ready
Live playable bank
369 unique live records are already powering 39 tests.
942
step 2ready
Generated draft bank
1,422 generated records are sampled for human review.
12,200
step 3ready
Reviewed seed anchors
0 more reviewed seeds are needed to reach the authored seed target.
375
step 4ready
Monthly release rhythm
580 prompts per week clears the first target bank in about 6 months.
2,320
step 5ready
Catalog mapping
39 tests have deep generated coverage and can draw from the reusable vault.
39
90-day bank forecast
What the vault should look like
30-day target
Ship 2,320 reviewed prompts, keep 271 sampled reviews moving, and raise the reusable bank to about 3,064 records.
2,320
released
3,064
ready bank
271
reviews
60-day target
Ship 4,640 reviewed prompts, keep 541 sampled reviews moving, and raise the reusable bank to about 5,384 records.
4,640
released
5,384
ready bank
541
reviews
90-day target
Ship 6,960 reviewed prompts, keep 812 sampled reviews moving, and raise the reusable bank to about 7,704 records.
6,960
released
7,704
ready bank
812
reviews
Family release lanes
What to produce next
readyhighGLOBALtest
Core grammar control
Promote a 300-prompt batch from the generated review queue.
75
weekly
1,500
generated
100%
coverage
116
review
0
seed gap
300
monthly
readyhighGLOBALtest
Vocabulary and collocation depth
Promote a 300-prompt batch from the generated review queue.
75
weekly
1,500
generated
100%
coverage
116
review
0
seed gap
300
monthly
readyhighGLOBALtest
Visual and simulation mechanics
Promote a 240-prompt batch from the generated review queue.
60
weekly
1,200
generated
100%
coverage
172
review
0
seed gap
240
monthly
readyhighGLOBALtest
Business writing and tone
Promote a 220-prompt batch from the generated review queue.
55
weekly
1,200
generated
100%
coverage
172
review
0
seed gap
220
monthly
readyhighGLOBALtest
Listening and fast speech
Promote a 220-prompt batch from the generated review queue.
55
weekly
1,200
generated
100%
coverage
150
review
0
seed gap
220
monthly
readyhighGLOBALtest
Natural English usage
Promote a 240-prompt batch from the generated review queue.
60
weekly
1,200
generated
100%
coverage
120
review
0
seed gap
240
monthly
readyhighGLOBALtest
Media and pragmatics mechanics
Promote a 200-prompt batch from the generated review queue.
50
weekly
1,000
generated
100%
coverage
143
review
0
seed gap
200
monthly
readymediumARtest
Pronunciation clarity
Promote a 160-prompt batch from the generated review queue.
40
weekly
900
generated
100%
coverage
113
review
0
seed gap
160
monthly
Weekly production rhythm
The operating cadence
dailycontent-review
Review sampled drafts
72 sampled drafts
Work from generated review candidates first, because they are already sampled by family review rate.
dailymedia-production
Clear media blockers
0 blocked seeds
Hidden object, movie scene, pronunciation, and shop mechanics should not ship without accepted media notes.
weeklyproduct-content
Release a mixed prompt batch
580 prompts
Blend reliable diagnostics with sticky mechanics so every weekly release feeds tests, funnels, daily play, and friend challenges.
weeklylocalization
Add source-language anchors
RU, ES, PT, ZH, AR seed examples
Source-language lanes need reviewed examples before generated transfer traps are trusted at scale.
monthlycontent-lead
Rebalance the vault mix
2,320 prompt cycle
Use quality risk, catalog coverage, mechanic performance, and source-lane gaps to reset next-month production weights.
Sticky mechanics
Exercise mix to scale
readystickychoice
Synonyms finder
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
542 generated53 review14 seeds
readystickyresponse
Crafter
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
240 generated34 review8 seeds
readystickychoice
Hidden object vocabulary
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
240 generated35 review8 seeds
readystickyorder
Instruction following
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
240 generated34 review8 seeds
readystickychoice
Shop simulator
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
240 generated35 review11 seeds
readystickymatch
Sorter
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
240 generated34 review8 seeds
readystickychoice
Movie scene understanding
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
167 generated24 review7 seeds
readystickyaudio-choice
Pronunciation sniper
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
167 generated24 review7 seeds
readystickychoice
Swiper natural/unnatural
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
167 generated24 review7 seeds
readystickychoice
Emotion context
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
166 generated23 review7 seeds
readystickychoice
Punchline
Keep reviewing sampled drafts and move the cleanest examples into challenge rooms.
166 generated24 review7 seeds
readytext
Gap fill and typed micro-answer
Use this mechanic as dependable diagnostic filler around sticky moments.
1,300 generated108 review20 seeds
Source languages
Localized trap lanes
Global
Review generated candidates and promote the highest-signal traps.
12,200
generated
1,422
review
371
seeds
ES
Review generated candidates and promote the highest-signal traps.
3,648
generated
387
review
357
seeds
RU
Review generated candidates and promote the highest-signal traps.
2,580
generated
273
review
344
seeds
AR
Review generated candidates and promote the highest-signal traps.
1,067
generated
137
review
40
seeds
ZH
Review generated candidates and promote the highest-signal traps.
1,034
generated
185
review
149
seeds
PT
Review generated candidates and promote the highest-signal traps.
234
generated
117
review
68
seeds
Product surfaces
Reusable destinations
test
Promote sampled drafts that strengthen this reusable product surface.
12,200 generated1,422 review23 mechanics
funnel
Prioritize catchy, visual, low-friction prompts that can survive paid traffic.
4,068 generated555 review16 mechanics
daily
Promote sampled drafts that strengthen this reusable product surface.
3,050 generated720 review20 mechanics
arena
Promote sampled drafts that strengthen this reusable product surface.
2,440 generated457 review19 mechanics
friend-challenge
Keep answers instantly debatable and shareable before adding harder variants.
200 generated29 review5 mechanics
Quality queue
Scale only what can survive review
Fix blocker prompts
No live blocker prompts detected in the current audit.
Review generated candidates
Sampled generated drafts need human approval before they become production seed records.
Resolve media-blocked seeds
Visual and audio mechanics need assets before promotion into funnels, daily loops, or friend challenges.
Vary repeated stems
Repeated high-signal traps are useful, but the product should not feel like the same card in different wrappers.