For Vibe coder / AI-first developer
Forvibe for vibe coders shipping with AI
You don't sit in Xcode writing boilerplate anymore. You describe the app to Claude, review the diffs, and ship. The coding part of launching is now fast. The launch plumbing — screenshots, legal, store listings, keyword research, rejection debugging — is where the hours go. Forvibe is built to dissolve that second half with the same AI-first pattern.
Sound familiar?
- You ship in hours, but launch paperwork takes days.
- Claude can generate code but can't touch App Store Connect or fill out Data Safety forms.
- You want an AI agent that handles end-to-end submission, not a dashboard to babysit.
- Generic legal templates don't match the novel SDKs AI tools sometimes pull in.
- Review simulation, not 24-hour Apple feedback loops, is how you want to iterate.
How Forvibe fits
Install the CLI and scan your codebase
npm install -g @forvibe/cli. Run `forvibe scan` in your project directory. It inventories every SDK, every data flow, and every privacy-relevant API call, then ships the results to your Forvibe workspace.
Learn about App Store Review Simulation →Let the AI Agent draft everything
From the codebase scan, the AI Agent generates a draft of your store metadata, privacy policy, Data Safety declarations, screenshots, and localized versions for 175+ countries — all in one pass. You review and approve or iterate.
Learn about Store Listing Manager →Run Review Simulation before you submit
Instead of Apple's 24-hour feedback loop, the Review Simulation runs your codebase + metadata against 400+ known Apple rejection cases in minutes. Fix issues locally, re-run, re-fix — no App Review round-trips wasted.
Learn about App Store Review Simulation →Ship via one command
After the Agent passes simulation, approve the submission. Forvibe pushes metadata, screenshots, and release notes to App Store Connect and Google Play Console via API. Your build goes up via Xcode / EAS / Codemagic as usual.
Learn about Store Listing Manager →Iterate on the next release with the same flow
Next version: re-run `forvibe scan`, the Agent updates the delta (new SDK added → privacy policy updated; new feature → screenshots regenerated), you approve, ship. The launch pipeline becomes as fast as the coding pipeline.
Learn about Store Listing Manager →
Outcome
You go from shipping code in hours to shipping to the App Store in hours. Every release cycle — new version, new feature, new market — runs through the same agent pipeline instead of manually editing six dashboards.
Frequently asked questions
What does the CLI actually do?
`@forvibe/cli` is a local tool that scans your codebase (TypeScript, Swift, Kotlin, Dart — any language) to inventory SDKs, third-party services, privacy-sensitive API calls, and potential App Review flags. It ships the structured result to your Forvibe workspace where the AI Agent uses it to generate accurate metadata, privacy, and rejection-risk analysis.
How is Forvibe different from 'Claude generating my privacy policy'?
Generic LLM output doesn't know your actual SDK list, can't align with Apple's App Privacy form categories, and won't match the Data Safety declaration vocabulary. Forvibe's Agent is grounded in your scanned codebase + Apple/Google's official schemas + 400+ real rejection cases, so outputs align with what the reviewer will check.
Can I keep using my own AI tools for coding?
Yes — Forvibe operates on the launch side, not the code side. Use Claude Code, Cursor, Copilot, or anything else for actual development. Forvibe takes over when you're ready to submit.
How does the Review Simulation actually work?
RAG-backed model over 400+ real Apple App Store rejection cases, updated continuously. It matches your build and metadata against each pattern — privacy policy mismatches, spam clones, broken flows, missing disclosures — and returns the specific guideline number plus a suggested fix. Typically catches 1–3 preventable issues per submission.
Does the AI Agent submit the app without my approval?
No. Every Agent-generated artifact is reviewable and editable before it goes to Apple or Google. You approve the final submission explicitly. The Agent accelerates the draft, not the accountability.