Puremature131130janetmasonkeepingscorex

| # | As a… | I want to… | So that… | |---|-------|------------|----------| | US‑01 | Verified Viewer | see the current Score X next to each piece of content. | I can gauge popularity before I invest time/money. | | US‑02 | Verified Viewer | click “Rate this” (1‑5 stars) and have my input factored into the score. | My opinion contributes to the community metric. | | US‑03 | Creator | view a detailed breakdown of score drivers (e.g., “watch‑time = 45 %”, “likes = 30 %”). | I know which aspects of my content resonate. | | US‑04 | Creator | hide the public score while still seeing it in my dashboard. | I can experiment without influencing audience perception. | | US‑05 | Admin | run a compliance report: “All content with score > 80 and rating = ‘Mature‑13+’ that received < 5 % age‑gate failures.” | I can spot potential regulation risks. | | US‑06 | System | automatically purge a viewer’s token when they request deletion. | We stay GDPR‑compliant. | | US‑07 | Developer | retrieve scores via /api/v1/contents/id/score?from=2024‑01‑01&to=2024‑03‑31. | I can embed the data in third‑party analytics tools. |

| ID | Requirement | Priority | |----|-------------|----------| | FR‑001 | Record a numeric score (0‑100) for each piece of content, derived from weighted engagement signals (likes, shares, watch‑time, purchase‑rate). | Must | | FR‑002 | Store anonymous viewer identifiers (hashed, salted tokens) to prevent duplicate scoring while keeping PII out of analytics. | Must | | FR‑003 | Provide real‑time updates to the content page (WebSocket or SSE) when the score changes. | Should | | FR‑004 | Expose a RESTful API for fetching score data, filtered by date range, geography, and content‑rating. | Must | | FR‑005 | Include an admin dashboard with charts (trend lines, heat maps) and export‑to‑CSV capability. | Should | | FR‑006 | Integrate with existing age‑verification service (e.g., AgeCheck API) and refuse scoring for unverified users. | Must | | FR‑007 | Offer a privacy toggle for creators to hide the score from public view while retaining internal analytics. | Could | | FR‑008 | Log immutable audit events (score calculation, manual overrides) to an append‑only store for compliance audits. | Must | | NFR‑001 | Scalability – support up to 10 M concurrent viewers and 1 M score updates per minute with <150 ms latency. | | NFR‑002 | Security – data at rest encrypted (AES‑256); API protected with JWT + scopes (score:read, score:write). | | NFR‑003 | Reliability – 99.9 % uptime SLA; automatic failover to a secondary region. | | NFR‑004 | Observability – metrics exported to Prometheus (request latency, error rates, score‑calc time). | | NFR‑005 | Compliance – GDPR “right to be forgotten” – delete all tokens linked to a given viewer upon request within 24 h. |

Responsive: All components adapt to mobile (e.g., score shown as circular progress indicator). puremature131130janetmasonkeepingscorex

[Insert summary of the main points and any final thoughts or observations.]

+-------------------+        +-------------------+        +-------------------+
|   Front‑End (SPA) |<-----> |  API Gateway      |<-----> |  Score Service    |
| (React/Vue/TS)    | WS/SSE | (Auth, Rate‑limit) | RPC   | (Node/Go/Python) |
+-------------------+        +-------------------+        +-------------------+
                                   |                         |
                                   |                         |
                                   v                         v
                         +-------------------+   +-------------------+
                         |  Age‑Check Service|   |  Event Store (Kafka)|
                         +-------------------+   +-------------------+
                                   |                         |
                                   v                         v
                         +-------------------+   +-------------------+
                         |  DB Cluster       |   |  Audit Log Store  |
                         | (PostgreSQL+Citus) |   | (Append‑Only S3) |
                         +-------------------+   +-------------------+

| Table | Columns | Description | |-------|---------|-------------| | contents | id PK, title, rating, creator_id, created_at | Core content metadata. | | viewer_tokens | token PK, hashed_user_id, created_at, last_seen_at | Anonymous identifier linked to age‑verified sessions. | | ratings | id PK, content_id FK, viewer_token FK, rating (1‑5), created_at | Individual viewer ratings (optional). | | engagement_events | id PK, content_id FK, viewer_token FK, event_type ENUM(like, share, watch, purchase), value, timestamp | Raw engagement signals. | | content_scores | content_id PK FK, score (0‑100), calc_timestamp, weights JSON | Latest aggregate score. | | audit_log | id PK, action_type, actor (system|admin|viewer), payload JSON, created_at | Immutable audit trail. | | # | As a… | I want

Note: All tables use AES‑256‑encrypted columns for any potentially identifying data. Tokens are salted SHA‑256 hashes; the raw user ID never persists.

Purpose
ScoreKeeper X is a modular feature that lets creators and administrators of mature‑content platforms (e.g., adult‑oriented video, literature, or interactive experiences) record, display, and analyze performance metrics while preserving user anonymity and complying with age‑verification & data‑privacy regulations. SEO title: Title case, performer names separated by commas

Key Benefits

| Stakeholder | Benefit | |-------------|---------| | Creators | Real‑time feedback on content popularity, revenue‑per‑view, and audience engagement without exposing personal viewer data. | | Admins | Consolidated dashboards for compliance reporting (age‑gate pass‑rates, geographic restrictions, content‑rating trends). | | Viewers | Transparent “score” (e.g., rating, like‑ratio) without linking to personal identifiers; optional opt‑in for personalized recommendations. | | Legal/Compliance | Built‑in GDPR/CCPA‑ready data‑minimization, audit logs, and age‑verification hooks. |