Open
ToneGuard
Few builders have shipped here. The gap is still unclaimed.
A privacy-first, on-device AI that flags toxic or off-tone language in real time—helping people communicate thoughtfully without sending their text to the internet.
- Opportunity 7
- Novelty 7
- Usefulness 7
- Commercial 4
- Buildability 8
- Who
- Builders who need a weekend-scoped product with public proof
- What
- A privacy-first, on-device AI that flags toxic or off-tone language in real time—helping people communicate thoughtfully without sending their text to the internet.
- Why
- SaaS or agency offer if commercial_score >= 6 else portfolio piece
- How
- Fork the cited repo or rebuild the core loop in a week
Source & credit
- Original project — https://devpost.com/software/toneguard
- Submitted to OpenAI Build Week