Unified Skill‑Based Matchmaking Dashboard

Builder Brief

Home

Network – The app is installed once at the network level and serves every member space (game studios, esports leagues, tournament organizers).

Purpose

Provide a single source of truth for player skill metrics across multiple games/titles within a network. Replace manual CSV merges with real‑time, automated aggregation, normalisation, and visualisation.

App Type

Shared catalog (network‑level) – Data is shared across all spaces; each space contributes anonymised snapshots, and the network admin can view and act on the combined dataset.

Primary Screen

• Network Dashboard – Heatmap of skill distribution per space, overall tier breakdown, and alert list.
• Space View – Filtered view showing only the selected space’s performance against the network.
• Reports – Export button for CSV/JSON reports.

Data Model

• Collection: `skill_metric` (see JSON above) stores daily snapshots.
• Derived tables (computed on the fly):
• `normalized_scores` – per‑title normalisation.
• `network_tiers` – global tier thresholds.
• `alerts` – generated when statistical anomalies are detected.

Screens

| Screen | Audience | Key Elements | |--------|----------|--------------| | Network Dashboard | Network admin, analytics | Heatmaps, tier bars, alert feed, global filters | | Space Dashboard | Space owner | Same widgets filtered to their `space_id` | | Settings | Network admin | API keys for spaces, normalisation parameters, tier definitions | | Reports | Network admin, analytics | Date range selector, CSV/JSON export |

Access Control

• Network Admin – Full read/write across all collections and settings.
• Space Owner – Write access to push snapshots for their own `space_id`; read‑only view of their own space dashboard.
• Analytics User – Read‑only access to all dashboards and reports.

i18n

All UI strings externalised; initial locale `en-US`. Framework ready for additional locales.