Code Generation Developer (Smart Router)

SkillFiles & storage

Context-aware routing to code generation workflows including SwiftGen, Sourcery, Feature Flags, and Protobuf. Use when running make generate, adding feature flags, or working with generated files.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Code Generation Developer (Smart Router) skill

What this skill tells your AI

The instructions your AI receives, as published by anyproto/anytype-swift in .claude/skills/code-generation-developer/SKILL.md and read by ahel’s review.

Purpose

Context-aware routing to code generation workflows: SwiftGen, Sourcery, Feature Flags, and Protobuf. Helps you navigate when and how to run generators.

When Auto-Activated

  • Running or discussing make generate
  • Adding feature flags
  • Working with generated files
  • Keywords: swiftgen, sourcery, feature flags, FeatureFlags, make generate

🚨 CRITICAL RULES (NEVER VIOLATE)

  1. NEVER edit generated files - Files marked with // Generated using Sourcery/SwiftGen are auto-generated
  2. ALWAYS run make generate after changes - When updating templates, flags, assets, or localization
  3. Feature flags for all new features - Wrap experimental code for safe rollouts
  4. Update source, not generated code - Edit templates/configurations, then regenerate

📋 Essential Commands

make generate        # Run all generators (SwiftGen, Sourcery, assets, localization)
make generate-middle # Regenerate middleware and protobuf (when dependencies change)
make setup-middle    # Initial middleware setup

🚩 Feature Flags Quick Workflow

1. Define Flag

File: /Modules/AnytypeCore/AnytypeCore/Utils/FeatureFlags/FeatureDescription+Flags.swift

extension FeatureDescription {
    static let newChatInterface = FeatureDescription(
        title: "New Chat Interface",
        type: .feature(author: "Your Name", releaseVersion: "0.42.0"),
        defaultValue: false,  // Off in production
        debugValue: true      // On in debug builds for testing
    )
}

2. Generate

make generate

This creates: Modules/AnytypeCore/AnytypeCore/Generated/FeatureFlags.swift

3. Use in Code

import AnytypeCore

if FeatureFlags.newChatInterface {
    NewChatView()
} else {
    LegacyChatView()
}

Flag Types

  • .debug: Debug-only (not available in production)
  • .feature(author:releaseVersion:): Production feature with metadata

Best Practices

  • defaultValue: false for unreleased features
  • debugValue: true for easier developer testing
  • Remove flags after full rollout

🎯 When to Run make generate

You Did ThisRun ThisWhy
Added/updated .xcstringsmake generateRegenerate Loc constants
Added feature flagmake generateGenerate FeatureFlags enum
Added icon to Assets.xcassetsmake generateGenerate Image asset constants
Modified Sourcery templatemake generateRegenerate code from templates
Updated middleware versionmake generate-middleRegenerate protobuf bindings

🎨 SwiftGen - Assets & Localization

Adding Icons

  1. Export SVG from Figma (e.g., "32/qr code" → QRCode.svg)
  2. Add to /Modules/Assets/.../Assets.xcassets/DesignSystem/x32/QRCode.imageset/
  3. Run make generate
  4. Use: Image(asset: .X32.qrCode)

Icon Sizes: x18, x24, x32, x40 (pt)

Localization

SwiftGen generates Loc constants from .xcstrings files.

See localization-developer skill for complete workflow.

🔧 Sourcery - Template-Based Generation

Sourcery generates Swift code from templates based on source file annotations.

Common uses:

  • Protocol conformance
  • Mock implementations
  • Dependency injection
  • Enum helpers

Workflow:

  1. Add annotation to source file: // sourcery: AutoEquatable
  2. Run make generate
  3. Use generated code (don't edit generated files!)

🔌 Middleware & Protobuf

When to Regenerate

  • Middleware version updated
  • Dependencies/Middleware/Lib.xcframework missing binaries
  • Build errors related to middleware symbols

Commands

make setup-middle    # Initial setup
make generate-middle # Regenerate middleware + protobuf

⚠️ Common Mistakes

Editing Generated Files

// In FeatureFlags.swift (GENERATED)
static let myFlag: Bool = true  // ❌ DON'T DO THIS
// Your changes will be overwritten

✅ Correct: Edit FeatureDescription+Flags.swift, then make generate

Forgetting to Generate

// Added FeatureDescription but didn't generate
if FeatureFlags.myNewFlag {  // ❌ Error: unresolved identifier
    ...
}

✅ Correct: Run make generate first

Missing Middleware Binaries

Symptoms: "Lib.xcframework missing binaries"

Solution: make setup-middle or make generate

📚 Complete Documentation

Full Guide: Modules/AnytypeCore/CODE_GENERATION_GUIDE.md

For comprehensive coverage of:

  • Feature Flags lifecycle (Development → Beta → Rollout → Cleanup)
  • SwiftGen configuration files and workflows
  • Sourcery templates and annotations
  • Protobuf splitting configuration
  • Complete troubleshooting guide
  • Generated file locations

✅ Checklist: Before Committing

  • Ran make generate if you added/updated:
    • Feature flags
    • Icons/assets
    • Localization strings
    • Sourcery annotations
  • Did NOT manually edit files with "// Generated using" header
  • Committed both source AND generated files
  • Verified build succeeds

🔗 Related Skills & Docs

  • localization-developer → LOCALIZATION_GUIDE.md - Localization keys generated by SwiftGen
  • ios-dev-guidelines → IOS_DEVELOPMENT_GUIDE.md - Never edit generated files
  • design-system-developer → Icons generated by SwiftGen

Navigation: This is a smart router. For deep technical details, always refer to CODE_GENERATION_GUIDE.md.

Signals

GitHub stars
521
Forks
77
Last commit
Sep 2026
Advanced
Item type
skill
Key
code-generation-developer
Source
github.com/anyproto/anytype-swift