UR-005 · Executive summary
OUT TALK
- Public state
- LIVE
- Build maturity
- WORKING BUILD
- What this is
- Playable build
Product evidence
Inside the build
Last reviewed October 7, 2026
- Core workflow
- A six-level browser challenge with onboarding, model responses, grading, roast-and-fix feedback, authentication and saved progression.
- Working evidence
- The public game exposes its lesson, prompt editor, grading, retry and progression loop directly at outtalk.app.
- AI at runtime
- Runtime models take part in structured responses and feedback alongside deterministic win-condition checks; accounts, limits, progression and payment verification are separate systems.
- Evidence boundary
- A working paid-unlock path does not establish completed transactions, revenue or live CLOUD DOTS redemption.
Try this now
Open a live lesson, write a prompt and run it through the challenge and feedback loop.
Safety, privacy & trust
Protection belongs in the build.
Protection is part of the product, not a promise added later. Each build should explain its terms plainly, collect and expose only what its current purpose requires, keep consent and human safety visible, and name unfinished safeguards without spin.
- Intent
- Keep the challenge playful without hiding how grading, accounts, limits, payment-related paths or AI responses work—and never turn a game result into a claim about a person's ability.
- Implemented so far
- Plain-language onboarding, structured retry and feedback, deterministic win-condition checks, and separate account, limit, progression and payment-verification systems make the core boundaries inspectable. CLOUD DOTS redemption is not presented as live.
- Honest current position
- OUT TALK is playable, but a functioning unlock path does not prove completed transactions or revenue. Privacy, terms, moderation, billing and security controls need continuing review as accounts and connected rewards expand.
Technical foundation
What the build is made of.
Source-backed snapshot, last reviewed October 12, 2026. Named technology is evidence of implementation—not proof of deployment, security or certification.
- Application stack
- React 19, TypeScript and TanStack Start with Supabase, Stripe and Ed25519-capable receipt tooling in the source repository, delivered through the GitHub and Lovable workflow.
- Services & integrations
- The playable experience uses deterministic dialogue challenges and connected-universe handoffs. Account, payment and reward-capable libraries exist in source but require runtime verification before they are described as active services.
- Data & persistence
- Current play and challenge state can remain local; deeper account, payment or shared-reward state would cross into Supabase, Stripe and DOT iO universe boundaries.
- Assurance boundary
- A playable build and installed SDKs do not prove completed payments, revenue, durable identity or secure reward settlement. No independent security, privacy, billing or compliance review is claimed.
Privacy-law references describe a design and review posture only. Applicability depends on the people, data and jurisdictions involved; no PIPA, PIPEDA, GDPR or other compliance certification is claimed here.
OUT TALK is a shipped browser challenge about trying to outtalk the sarcastic model. Players receive a situation, write better instructions and prompts, see THE MODEL respond, then move through an adversarial roast, retry and grading loop that critiques the work rather than the person.
What is built
- Six levels teaching format, audience, role, constraints, examples and combined prompting.
- Live server-side grading with deterministic checks where appropriate.
- A roast-and-fix feedback system that critiques the prompt rather than the person.
- Brian as the DOT iO Islands host.
- Authentication and saved progression.
- Passport continuity, CLOUD DOTS and routes to 404: Floor Not Found, VibeIQ, Rewards and the wider universe.
- ElevenLabs text-to-speech presentation.
- Age and teen safety caps.
- A one-time paid unlock path and founder metrics surfaces.
Public state
OUT TALK remains one canonical independent product and also operates as a connected DOT iO Islands experience. The live challenge and progression experience is publicly accessible at outtalk.app and through connected-universe handoffs.
Commercial boundary
The presence of payment infrastructure does not justify unverified claims about completed transactions, revenue or conversion. Commercial CLOUD DOTS redemption is not live, and public wording must not imply otherwise.
AI role
Runtime models generate the challenge response and take part in structured grading and feedback, alongside deterministic win-condition checks. Server-side input limits, moderation, rate limits and age caps guard those calls; authentication, saved progression, Passport state, payment verification and usage records are separate systems. The model is part of the lesson, not the sole application.
Next gate
Keep lesson progression, grading boundaries, safety limits and connected-universe handoffs accurate as the game expands. Do not change the game’s established voice or challenge sequence.
