Verified loop
Miru learns card by card
The sidecar pipeline ingests trusted source records, compares facts, records conflicts, and updates reusable card dossiers without changing the main runtime.
Training and roadmap
How Miru is growing
Miru should get smarter by learning trusted card facts, keeping citations, and exposing gaps honestly. This page shows what is real now and what comes next.
Refresh
Official snapshots can be updated safely
Miru can refresh official-style snapshots over time, compare what changed, and keep a clean audit trail for what was added, updated, or left unresolved.
Training progress
Verified dossiers vs catalog
Miru gets stronger as catalog coverage becomes structured dossiers and then verified dossiers. This panel keeps that progress visible without pretending the work is finished.
91.5%
2,312 verified dossiers out of 2,527 catalog cards
215 cards still need verified dossier coverage.
Cards in local catalog.
Card profiles in the main verified store.
Dossiers marked verified.
Catalog cards without a verified dossier.
100.0%
Catalog size
Catalog size
Indexed card identities available locally.
2,527
100.0%
Dossiers in store
Dossiers in store
Cards with dossier records in the verified store.
2,527
91.5%
Verified
Verified
Cards with verified dossier state.
2,312Catalog Ready
Local card catalog is indexed and ready for lookup.
Dossiers Building
Structured dossiers are being created card by card.
Verification Expanding
Verified dossiers are growing with trusted evidence.
Relationship Graph Later
Card and variant relationships will deepen later.
Deck Intelligence Later
Deck-level intelligence comes after card knowledge is solid.
Miru Intelligence Progress
Card Understanding
Miru can understand individual card facts, but not full deck or meta reasoning yet.
Stage 2 of 6
Voyage Arc: Alabasta
2,312 of 2,527 cards currently have a verified dossier (91.5%). This measures card knowledge coverage, not deck, meta, or market intelligence.
Card Understanding
Miru is currently strongest at understanding individual One Piece cards. It can identify cards and interpret core card details, but it is not yet advanced enough to fully understand decks, tournament trends, or the competitive meta.
Voyage Theme
Mini voyage track
The voyage layer is just supporting flavor for Miru’s current stage, with the current arc highlighted and future arcs kept subdued.
Complete
1. East Blue
Card Recognition
Active
2. Alabasta
Card Understanding
Upcoming
3. Water 7
Deck Understanding
Upcoming
4. Dressrosa
Meta Understanding
Upcoming
5. Wano
Market Intelligence
Upcoming
6. Egghead
Verified Card Intelligence
Miru is strongest at this level today.
The voyage arc is supporting flavor for the current intelligence stage, not a claim that Miru is near endgame knowledge.
Miru will begin learning how cards function together inside real decklists.
- Recognize card names, codes, sets, and rarity
- Read core stats, traits, and effects
- Track card identity and variant information
- Use dossier-style card records where they already exist
- Deck synergy and strategy
- Tournament and matchup analysis
- Market reasoning tied to competitive play
- Broader verified multi-source card intelligence across the catalog
Deck Understanding
Miru will begin learning how cards function together inside real decklists.
1. Card Recognition
Miru can identify cards and their basic reference data.
Voyage arc: East Blue
2. Card Understanding
Miru can understand individual card facts, but not full deck or meta reasoning yet.
Voyage arc: Alabasta
3. Deck Understanding
Miru will learn how individual cards combine into real decks and roles.
Voyage arc: Water 7
4. Meta Understanding
Miru will learn which decks and strategies are performing well.
Voyage arc: Dressrosa
5. Market Intelligence
Miru will connect card prices and demand to how the game is actually being played.
Voyage arc: Wano
6. Verified Card Intelligence
Miru will answer from broad, verified, dossier-style card knowledge.
Voyage arc: Egghead
Miru AI progress
What it can do now, what comes next, and what comes later
The roadmap stays product-focused here so users can see how card intelligence is expanding over time.
What Miru AI knows now
- Card lookup
- Variant and print analysis
- Verified dossier-backed answers
- Local source and citation tracking
- Official snapshot ingestion
What Miru AI is learning next
- Richer official field coverage
- Snapshot refresh and update flow
- Better missing-field and conflict visibility
- More practical card question coverage
What is planned later
- Deck intelligence
- Relationship graphing
- Player lens
- Market lens
- Semantic and vector retrieval support