CiderFlight™ v2.0.0 Quickstart & Integration Guide
Scope: Stage 1 type-check + 200 ms @ViewBuilder gate + optional Stage 2 headless checks. Built for AI coding agents and Linux CI. Complements (does not replace) Xcode or on-device testing.
MCP methods
verify_ios_swift— Stage 1 type-check plus the 200 ms@ViewBuilderexpression-complexity gate; returns line- and column-exact JSON diagnostics.inspect_viewbuilder_complexity— reports@ViewBuilderexpressions over the 200 ms threshold, with remediation hints.snapshot_headless_layout— Stage 2 structural layout and accessibility snapshot (viewport overflow, tap-target minimums, missing labels).
Stage 1 vs. Stage 2
- Stage 1 (always on): Linux
swiftc -typecheckagainst the 17-framework shim plus the 200 ms@ViewBuildergate. No code is executed. - Stage 2 (optional,
--run-headless): runs only after Stage 1 passes; links a sandboxed Linuxx86_64ELF and executes headless assertions on state transitions, in-memory data models, PDF output, and the structural layout/accessibility tree. No pixel rendering.
Current limitations
- Input surface: single-file or flat multi-file Swift targets only.
- Limited SPM: no external binary package resolution; no
.xcodeproj/ scheme parsing. - Narrow framework shim: 17 frameworks (see Supported Frameworks).
- No rendering: no simulator, pixel, or Metal rendering.
2. Two-Stage Technical Architecture & Scope Boundaries
CiderFlight executes a deterministic two-stage compile and headless behavioral verification pipeline on standard x86_64 Linux hosts without requiring a macOS virtual machine during the inner agent loop:
Stage 0 — Coordinate-Preserving Horizontal Source Normalizer (Delta_line == 0)
Before invoking the compiler, CiderFlight runs a single-pass lexical normalizer that rewrites Darwin conditionals (#if os(iOS)) and entry-point attributes horizontally in-place on the exact same line while preserving UTF-8 byte offsets and multiline string literals ("""..."""). Because zero newline characters are added or removed, every compiler diagnostic retains exact 1:1 line and column coordinates (Delta_line == 0) against the agent's original source file.
Stage 1 — Precompiled 17-Framework Linux .swiftmodule Shim + 200 ms @ViewBuilder Gate
Normalized Swift source is type-checked via Linux swiftc -typecheck against our precompiled CiderFlightSDK.swiftmodule, static archive libCiderFlightSDK.a, 56 module re-export proxies, and native SwiftSyntax macro plugin (libCiderFlightMacros.so providing @Observable and @Model expansion). Simultaneously, our 200 ms @ViewBuilder expression-complexity gate intercepts deeply nested SwiftUI closures and chained arithmetic that cause exponential type-inference stalls, emitting structured decomposition advice.
Stage 2 — Sandboxed Linux x86_64 ELF Headless Behavioral Execution & Structural Layout Snapshotter
When Stage 1 passes with zero errors and zero slow expressions (and --run-headless is enabled), CiderFlight links the target into a native Linux x86_64 ELF executable and runs it inside an isolated Linux namespace (unshare network/mount isolation + RLIMIT_CPU / RLIMIT_AS / RLIMIT_FSIZE resource caps). Stage 2 executes @State and @Observable state transitions, in-memory SwiftData ModelContext CRUD queries, StoreKit 2 test-double entitlements, %PDF-1.4 byte-stream synthesis, and structural layout/accessibility tree verification (checking parent/viewport frame overflow, minimum tap-target dimensions, and missing interactive accessibility labels).
Deterministic JSON Output Schema
Both the CLI (ciderflight <File.swift> --run-headless --json) and MCP tools (verify_ios_swift, inspect_viewbuilder_complexity, snapshot_headless_layout) return a deterministic JSON payload:
{
"status": "passed | failed",
"stage": "stage1_typecheck | stage2_headless_elf",
"stage1_typecheck_ms": 176.4,
"stage2_exec_ms": 512.8,
"elapsed_ms": 689.2,
"delta_line_invariant": 0,
"sdk_cache": { "cache_hit": true, "frameworks_loaded": 17 },
"diagnostics": [
{
"file": "live_demo/CoffeeOrderBroken.swift",
"line": 16,
"column": 39,
"severity": "error",
"category": "type_mismatch",
"message": "cannot convert value of type 'String' to specified type 'Bool'"
}
],
"slow_expressions": [
{
"file": "live_demo/CoffeeOrderBroken.swift",
"line": 35,
"column": 24,
"estimated_ms": 340,
"threshold_ms": 200,
"category": "viewbuilder_complexity_gate",
"remediation": "Extract chained arithmetic into an explicitly typed local let binding or helper @ViewBuilder subview."
}
],
"headless_runtime": {
"exit_code": 0,
"assertions_passed": 4,
"layout_snapshot": { "root": "NavigationStack", "overflows_viewport": false, "small_tap_targets": 0 }
}
}
Explicit Supported Surface & Known Limitations
| Surface Area | Supported in CiderFlight v2.0.0 | Known Limitation / Non-Goal |
|---|---|---|
| 17 iOS / SwiftUI Frameworks | SwiftUI, UIKit, Foundation, Observation, SwiftData, StoreKit 2, Charts, MapKit, CoreLocation, PDFKit, CryptoKit, AuthenticationServices, Combine, ARKit, SceneKit, RealityKit, simd (+ 56 module proxies & native @Observable / @Model macros) |
Does not link closed-source third-party Darwin Mach-O .xcframework binaries or CocoaPods without pure-Swift Linux sources |
| UI & Layout Checks | 200 ms @ViewBuilder expression-complexity gate + Stage 2 structural layout & accessibility tree snapshotter |
No GPU pixel or Metal shader rendering; no pixel-level UIKit AutoLayout engine (complements on-device Xcode / Simulator testing) |
| Target Input Surface | Single-file or flat multi-file Swift targets with Darwin conditionals (#if os(iOS)) rewritten in-place (Delta_line == 0) |
Does not parse .xcodeproj / .xcworkspace build schemes or resolve external binary SPM dependencies |
| Host Requirements | x86_64 Linux (Ubuntu 22.04 / 24.04 LTS), Python 3.10–3.13, open-source Swift 6.0.x Linux toolchain |
Requires Linux x86_64 container or host; SHA-256 of ciderflight-linux-x86_64-binary.tar.gz: 265fea2a3602495f04b1243e9de49a3b89d0d03ec87bceb9ef8e60553273db46 |
100% Clean-Room Provenance: CiderFlight is authored from the ground up on Linux against publicly documented API signatures and open-source Swift 6.0 toolchains, with zero Apple proprietary SDK headers, zero Xcode binaries, and zero decompiled Darwin libraries. See Legal, Clean-Room Provenance & Patent Notice.
3. Benchmarks, Reproducible Methodology & Inspectable Fixture
All timings below are measured compiler and headless-runtime wall-clock telemetry on an x86_64 Linux container (Ubuntu 24.04 LTS, open-source Swift 6.0.3 Linux toolchain, warm flock-synchronized CiderFlightSDK.swiftmodule cache). Agent retry-turn and token-consumption deltas depend on the host model and prompt harness and are measured jointly during a 90-Day Platform Pilot.
| Fixture / Target | Stage 1 Typecheck + 200 ms Gate | Stage 2 Headless ELF Exec | Total Linux Wall-Clock | Stock Linux swiftc Baseline |
|---|---|---|---|---|
| 6,954-Line Multi-Framework App Fixture 10+ frameworks (SwiftUI, UIKit, Combine, ARKit, SceneKit, PDFKit, ReplayKit, CoreMotion, simd, Foundation) |
1,944.1 ms (1.94 s)0 errors, 0 slow expressions |
4,895.5 ms (4.89 s)exit_code: 0 |
6,885.3 ms (6.88 s) |
Fails immediately on line 2:error: no such module 'SwiftUI' |
| 5-App Representative iOS Suite SwiftData + Charts, StoreKit 2 + CryptoKit + ASAuthorization, NavigationStack + Observable, MapKit + CoreLocation, PDFKit + UIKit |
170–240 ms / file5/5 pass rate |
480–690 ms / file25/25 behavioral assertions |
0.68–0.92 s / file |
Fails immediately:error: no such module 'SwiftUI' |
live_demo/CoffeeOrderBroken.swiftIntentional Line 16 Col 39 type mismatch + Line 35 pathological @ViewBuilder expression |
184.2 msCatches both issues in 1 pass |
Skipped (blocked by Stage 1 gate) | 0.18 s |
Cannot reach line 16 or line 35 due to missing iOS modules |
Inspectable & Copy-Pasteable Reproduction Fixtures
Run these commands inside any evaluation container to reproduce Stage 1 diagnostic accuracy (Delta_line == 0), the 200 ms @ViewBuilder gate, and Stage 2 headless ELF execution:
# 1. Verify binary tarball integrity (SHA-256): echo "265fea2a3602495f04b1243e9de49a3b89d0d03ec87bceb9ef8e60553273db46 ciderflight-linux-x86_64-binary.tar.gz" | sha256sum -c - # 2. Stage 1 diagnostic catch (Line 16 Col 39 type mismatch + Line 35 @ViewBuilder gate): ciderflight live_demo/CoffeeOrderBroken.swift --json # 3. Stage 1 + Stage 2 headless ELF execution & %PDF-1.4 synthesis: ciderflight live_demo/CoffeeOrderApp.swift --run-headless --json # 4. Run the 5-app multi-framework benchmark suite (broad_market_ios_benchmarks.swift): python3 benchmarks/run_5_app_suite.py --json
Inspect Full Fixture Source: live_demo/CoffeeOrderBroken.swift & live_demo/CoffeeOrderApp.swift
// --- live_demo/CoffeeOrderBroken.swift ---
import Foundation
#if os(iOS)
import SwiftUI
import UIKit
import Observation
import PDFKit
#endif
@Observable
public final class CoffeeCartModel {
public var customerName: String = "William"
public var selectedDrink: String = "Double Cortado"
public var shotCount: Int = 2
public var basePrice: Double = 4.50
public var extraShotPrice: Double = 0.75
public var isOrderPlaced: Bool = "BROKEN_TYPE_AT_LINE_16_COL_39"
public var receiptID: String = ""
public init() {}
}
public struct CoffeeOrderBrokenView: View {
@State private var a: Double = 1.0
@State private var b: Double = 2.0
@State private var c: Double = 3.0
@State private var d: Double = 4.0
public var body: some View {
VStack(spacing: CGFloat((a + b + c + d) * (a - b + c - d) + (a * b - c * d) + (a / b + c / d) + (a + b * c - d / a) + (b * c + d * a - a * c))) {
Text("Broken & Pathological ViewBuilder")
}
}
}
4. 1-Line CLI Installation, Host Requirements & SHA-256 Verification
Install the SHA-256-verified CiderFlight binary on Ubuntu 22.04/24.04, Debian, Windows (via WSL2), or any x86-64 Linux container with Python 3.10–3.13. The download service is launching soon; until it is live, request access at licensing@ciderflight.com.
# 1. Set your Pro ($12/mo), Student .edu ($6/mo), or Team ($19/user/mo) license key # (required: the binary is served only via authenticated GET /v1/releases/download): export CIDERFLIGHT_LICENSE_KEY="cf_pro_your_license_key_here" # 2. Install (fails with a clear error if the key is missing or invalid; verifies SHA-256): curl -fsSL https://ciderflight.com/install.sh | bash # Verify a Swift file or project directory: ~/.ciderflight/bin/ciderflight Sources/ --run-headless --json
5. Cursor, Claude Code & Windsurf MCP Setup
Add CiderFlight to your AI assistant's Model Context Protocol (MCP) configuration. Whenever your AI writes or edits a .swift file, it automatically invokes CiderFlight, reads the structured diagnostics, and fixes any bugs before handing the code back to you:
{
"mcpServers": {
"ciderflight": {
"url": "https://api.ciderflight.dev/v1/mcp",
"headers": {
"Authorization": "Bearer cf_pro_your_license_key_here"
}
}
}
}
Your ready-to-copy config (with your key filled in) is also shown in the Customer Portal after your key is verified.
6. GitHub Actions Linux CI Setup
Add CIDERFLIGHT_LICENSE_KEY to your repository's Settings → Secrets and variables → Actions, then run CiderFlight on fast, low-cost Linux runners on every pull request:
jobs:
ciderflight-preflight:
runs-on: ubuntu-latest
env:
CIDERFLIGHT_LICENSE_KEY: ${{ secrets.CIDERFLIGHT_LICENSE_KEY }}
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: '3.10 - 3.13'
# Requires an open-source Swift 6.0.x Linux toolchain installed on the runner.
- name: Install CiderFlight (authenticated download + SHA-256 check)
run: curl -fsSL https://ciderflight.com/install.sh | bash
- name: Run CiderFlight verification
run: ~/.ciderflight/bin/ciderflight Sources/ --run-headless --json
7. Supported iOS & SwiftUI Framework APIs (17 Frameworks)
| Framework Category | Supported APIs & Capabilities | Plans |
|---|---|---|
SwiftUI & Observation |
Views, state management (@State, @Binding, @Observable), navigation stacks, forms, grids, sheets, alerts, and expression complexity guards |
Pro / Student / Team / OEM |
SwiftData & Foundation |
@Model schemas, @Query, ModelContainer, Codable networking, async/await concurrency |
Pro / Student / Team / OEM |
UIKit & Combine |
UIView, UIViewController, UIHostingController, colors, fonts, haptics, publishers & subscribers |
Pro / Student / Team / OEM |
StoreKit 2 & AuthenticationServices |
In-app purchases, subscriptions, Product, Transaction, Sign in with Apple flows |
Pro / Student / Team / OEM |
Charts, MapKit & CoreLocation |
Chart marks, interactive maps, markers, annotations, camera regions, and location services |
Pro / Student / Team / OEM |
PDFKit, CoreMotion & ReplayKit |
PDF document generation & verification, device motion sensors, and screen recording APIs | Pro / Student / Team / OEM |
ARKit, SceneKit & RealityKit |
Optional 3D & spatial scene graphs, anchors, world tracking, and 3D vector/matrix math | Pro / Student / Team / OEM |