Academics
SpecForge
Direct an AI agent — the skill for the agent era, ages 15–18. You write the brief; a deterministic on-device agent does the work and shows its whole trace. Agents make confident mistakes: a fabricated citation, a wrong unit, an off-brief detour, a leaked detail. Catch them and fix the BRIEF (not the output), then re-run until it runs clean. Specification, verification, accountability. On-device, no cloud calls.
▶ Play it nowBuilt for sittings of about 25 minutes on the screen. That is our design budget, not a measurement.
#4a5b8c What's inside
Learning goal
Direct an AI agent — the skill for the agent era, ages 15–18. You write the brief; a deterministic on-device agent does the work and shows its whole trace. Agents make confident mistakes: a fabricated citation, a wrong unit, an off-brief detour, a leaked detail. Catch them and fix the BRIEF (not the output), then re-run until it runs clean. Specification, verification, accountability. On-device, no cloud calls.
How SpecForge handles your kid's data
- ✅ All progress, settings, and AI-generated content stays on the device
- ✅ No analytics, no tracking, no third-party SDKs
- ✅ Free — no ads, no in-app purchases
- ✅ No personal information collected from children — in line with COPPA (updated by the 2026 FTC amendments)
- ✅ No chat with strangers — play-together rooms use a short code and preset emotes, never typed messages
For you, the grown-up
Spark & Whetstone, our free site for grown-ups, tells what SpecForge teaches in a short course of its own.