Data Processing & Verification Methodology
We operate under three core principles: fact-first, zero fabrication, and transparent provenance, backed by automated verification pipelines and official cross-referencing.
Core rule: accuracy first, gaps over guesses
Accuracy comes first: we would rather leave a field empty than make it up. Sources are used in this order of priority: the official Aniimo Wiki, then the game client, then the Aniimo Fandom Wiki; third-party database sites are used only for cross-checking. When sources conflict, the official value wins. Any field without a source is shown as "No data" and is never filled in by AI or estimation.
Ingestion & Normalization Pipeline
Incoming records pass strict integrity tests validating unique UUIDs, multi-language localization coverage, and valid element keys. All six core stats are strictly normalized into integers.
Conflict Resolution & Attribution
When community sources diverge from official releases, discrepancy cases are queued into an administrative conflict resolution pipeline with official materials taking absolute precedence, complete with citation links and license notes.
Taxonomy: Elements & Combat Roles
In this database, Aniimo currently use 9 elements (Fire, Water, Nature, Electric, Wind, Earth, Light, Dark, Ice) and skills use 9 elements (Fire, Water, Nature, Electric, Wind, Earth, Light, Dark, Ice), for 10 distinct elements in total. Combat roles (Attacker, Supporter, Balanced) are mapped by this site from the position tags published on the official Aniimo Wiki; the role names are this site’s labels.