Parental Shield
A family-oriented monitoring tool that detects and flags manipulative design targeting children and teens — loot boxes, infinite scroll, streak pressure, social-comparison traps — with age-appropriate explanations for young users and detailed alerts for parents.
How It Works
The application runs on the user's device, applying directorate-developed models to detect and interrupt manipulative patterns in real time. All processing occurs locally — no personal data leaves the device. Anonymised aggregate telemetry (opt-in only) feeds back into the directorate's technique detection pipeline, improving the models for every user.
Who It's For
Individual users who want to reclaim control over their attention and digital habits. No technical expertise is required — the tools are designed for mainstream adoption.
Key Features
- Privacy-first architecture — no personally identifiable data collected
- Regular updates aligned with the directorate's Technique Index releases
- Cross-platform compatibility and offline capability where applicable
- Documented integration points for institutional deployments
Ethics & Provenance
Built on the same technique taxonomy that powers the Decode library, tuned specifically for the patterns that target developing minds — loot-box mechanics in children's games, streak-based guilt loops in educational apps, social-comparison traps in teen platforms. Every flag Parental Shield raises maps back to a cataloged technique, and every new pattern it encounters feeds the directorate's youth-exploitation research pipeline.
Where the Money Goes
Donation-supported. Operating costs are covered by the directorate's youth-protection mandate; donations fund expanded platform coverage and school outreach.