refactor: rename ia/ to ai/ for English consistency

AGENTS.md

@@ -32,17 +32,17 @@ flutter/craftd_widget/  # Flutter library (pub.dev)
 docs/                   # site documentation (MkDocs)
 ```
 
-Full module dependency graph → `ia/module-graph.md`
+Full module dependency graph → `ai/module-graph.md`
 
 ---
 
 ## Loading Platform Context
 
 Before starting any task, identify the platform and read the corresponding file:
 
-- Android/KMP → `ia/instructions/android.md`
-- iOS → `ia/instructions/ios.md`
-- Flutter → `ia/instructions/flutter.md`
+- Android/KMP → `ai/instructions/android.md`
+- iOS → `ai/instructions/ios.md`
+- Flutter → `ai/instructions/flutter.md`
 
 Ignore folders outside the platform of the current task:
 - Android/KMP tasks → ignore `ios/` and `flutter/`
@@ -67,7 +67,7 @@ When starting `/apply`, read the `platform:` field from the change's `proposal.m
 ## Available Skills
 
 Before starting any task:
-1. List all files in `ia/skills/`
+1. List all files in `ai/skills/`
 2. Identify which one covers the current task
 3. Read that file in full before proceeding
 
@@ -103,7 +103,7 @@ When applying a change that adds a new Android/KMP component (detectable by the
 - Agent Docs/Sample → documentation and sample app tasks
 
 **Round 4** — reviewer (after Round 3):
-- Agent Reviewer → reviews all produced code against the rules in `ia/skills/architecture.md`. No build — each agent already validated theirs.
+- Agent Reviewer → reviews all produced code against the rules in `ai/skills/architecture.md`. No build — each agent already validated theirs.
 
 Each agent runs in an isolated worktree (`isolation: "worktree"`) and validates the build before marking `[x]`.
 

README-AI-CONTEXT.md

@@ -4,7 +4,7 @@ CraftD uses multiple AI coding tools (Claude Code, GitHub Copilot, Gemini, Curso
 
 ```
 📄 AGENTS.md  ← single source of truth (master initializer)
-📁 ia/        ← detailed context: instructions, skills, module graph
+📁 ai/        ← detailed context: instructions, skills, module graph
 ```
 
 ```mermaid
@@ -16,7 +16,7 @@ graph LR
     CODEX["Codex / OpenAI<br/>(reads natively)"]
 
     AG["📄 AGENTS.md<br/>Master Initializer"]
-    IA["📁 ia/<br/>Detailed Context"]
+    IA["📁 ai/<br/>Detailed Context"]
 
     CLAUDE -->|reads| AG
     COPILOT -->|reads| AG
@@ -27,10 +27,10 @@ graph LR
     AG -->|references| IA
 ```
 
-## ia/ structure
+## ai/ structure
 
 ```
-ia/
+ai/
   module-graph.md         ← module dependency graph
   instructions/
     android.md            ← Android/KMP patterns

ia/skills/new-component.md → ai/skills/new-component.md

@@ -102,4 +102,4 @@ Fix any compilation errors before proceeding.
 
 ## iOS / Flutter
 
-Follow the same pattern adapted to each platform. See `ia/instructions/ios.md` and `ia/instructions/flutter.md` for platform-specific folder structure and conventions.
+Follow the same pattern adapted to each platform. See `ai/instructions/ios.md` and `ai/instructions/flutter.md` for platform-specific folder structure and conventions.