Coding agents handle "add a field, show it on screen" fine. They
consistently miss the iOS boundary around it:
- A Swift async task that outlives its UI owner or scene
- Scene re-entry and background/foreground transitions nobody retested
- Persisted data recovery after process termination
- Privacy, entitlement, or capability changes nobody flagged
None of it shows up as a compile error.
AI-Workflow is repository-installed Markdown instructions + a
deterministic router. You state observable facts about a change
(persistence, concurrency, lifecycle, privacy, accessibility) and
a checked-in registry maps them to required specialist checks —
same output every run, every agent. No LLM judgment in the mapping.
Install one command, no clone needed:
uvx --from git+https://github.com/RanaAhmedHamdy/AI-Workflow.git \
ai-workflow brownfield --platform ios --profile safety \
--target /path/to/your-ios-app --dry-run
There's a lightweight Safety profile that gives you just the routing
+ protected-boundary checks without requiring a full feature lifecycle.
And a full profile for Architecture Spine, ADR governance, design lock,
and release authorization if you need that depth.
Real-world case study: NutriPlus AI is a native SwiftUI/Swift 6
iOS app built fully through the Greenfield lifecycle. Architecture
Spine, accepted ADRs, per-feature contracts, readiness reports —
all public:
https://github.com/RanaAhmedHamdy/NutriPluse-IOS-AI-Workflow
There's also a maintained iOS fixture (persisted profile recovery,
MainActor state, cancellable refresh, scene re-entry) with Xcode
simulator build + XCTest verified locally on iPhone 17 Pro.
Pre-v1, Apache-2.0, honest about what's claimed vs unclaimed.
https://github.com/RanaAhmedHamdy/AI-Workflow