refactor: update AI examples in documentation to indicate 'Spec Only' status

Author: hotlong

PACKAGE-DEPENDENCIES.md

@@ -118,12 +118,6 @@ This is the foundation layer. All other packages depend on `@objectstack/spec`.
 │   ├── chalk
 │   └── tsx
 └── Role: CLI tools
-
-@objectstack/ai-bridge
-├── Dependencies:
-│   ├── @objectstack/spec
-│   └── zod
-└── Role: AI integration
 ```
 
 ## Full Dependency Tree
@@ -160,8 +154,6 @@ This is the foundation layer. All other packages depend on `@objectstack/spec`.
     │       └── @objectstack/plugin-hono-server (Layer 5)
     │
     ├── @objectstack/cli (Layer 6)
-    │
-    └── @objectstack/ai-bridge (Layer 6)
 ```
 
 ## Dependency Matrix
@@ -180,7 +172,6 @@ This is the foundation layer. All other packages depend on `@objectstack/spec`.
 | `@objectstack/plugin-hono-server` | `@objectstack/core`, `@objectstack/spec`, `@objectstack/types`, `hono` |
 | `@objectstack/plugin-msw` | `@objectstack/objectql`, `@objectstack/spec`, `@objectstack/types`, `@objectstack/runtime` (peer), `msw` |
 | `@objectstack/cli` | `@objectstack/spec`, `commander`, `chalk`, `tsx` |
-| `@objectstack/ai-bridge` | `@objectstack/spec`, `zod` |
 
 ## Build Order
 
@@ -212,7 +203,6 @@ pnpm --filter @objectstack/plugin-msw build
 
 # Level 6 (Tools)
 pnpm --filter @objectstack/cli build
-pnpm --filter @objectstack/ai-bridge build
 ```
 
 Or build all in correct order:
@@ -281,7 +271,7 @@ Use peer dependencies for:
 
 | Dependency | Used By | Purpose |
 |------------|---------|---------|
-| `zod` | spec, core, ai-bridge, cli | Schema validation |
+| `zod` | spec, core, cli | Schema validation |
 | `pino` | core | Logging |
 | `pino-pretty` | core | Log formatting |
 | `hono` | plugin-hono-server | HTTP server |

PROTOCOL-QUICK-REFERENCE.md

@@ -142,15 +142,15 @@ await client.data.batch('todo_task', {
 
 | Protocol | Description | Example | Status |
 |----------|-------------|---------|--------|
-| **Agent** | AI agent definition | [AI Sales](./examples/ai-sales/), [AI Support](./examples/ai-support/) | ✅ |
-| **RAG Pipeline** | Retrieval-Augmented Generation | [AI Support](./examples/ai-support/), [Basic RAG](./examples/basic/ai-rag-example.ts) | ✅ |
-| **Model Registry** | LLM configuration and routing | [AI Support](./examples/ai-support/) | ✅ |
-| **NLQ** | Natural Language Query | [AI Analyst](./examples/ai-analyst/) | ✅ |
-| **Conversation** | Conversation management | [AI Sales](./examples/ai-sales/) | ✅ |
-| **Orchestration** | AI workflow orchestration | [AI Codegen](./examples/ai-codegen/) | ✅ |
-| **Cost** | Cost tracking and budgeting | [AI Examples](./examples/ai-support/) | 🟡 |
+| **Agent** | AI agent definition | _Spec Only_ | ✅ |
+| **RAG Pipeline** | Retrieval-Augmented Generation | _Spec Only_ | ✅ |
+| **Model Registry** | LLM configuration and routing | _Spec Only_ | ✅ |
+| **NLQ** | Natural Language Query | _Spec Only_ | ✅ |
+| **Conversation** | Conversation management | _Spec Only_ | ✅ |
+| **Orchestration** | AI workflow orchestration | _Spec Only_ | ✅ |
+| **Cost** | Cost tracking and budgeting | _Spec Only_ | 🟡 |
 | **Predictive** | Predictive analytics | _Planned_ | 🔴 |
-| **Agent Action** | Agent tool calling | [AI Examples](./examples/) | ✅ |
+| **Agent Action** | Agent tool calling | _Spec Only_ | ✅ |
 
 ### Automation Protocol
 

README.md

@@ -165,7 +165,6 @@ See **[DEVELOPMENT.md](./DEVELOPMENT.md)** for comprehensive development guide i
 | Package | Description | Status |
 | :--- | :--- | :--- |
 | **[`@objectstack/cli`](packages/cli)** | Command-line interface and development tools | 🟢 Active |
-| **[`@objectstack/ai-bridge`](packages/ai-bridge)** | AI agent integration bridge | 🟢 Active |
 | **[`@objectstack/docs`](apps/docs)** | Documentation site (Fumadocs + Next.js) | 🟢 Active |
 
 ### Examples

examples/README.md

@@ -185,34 +185,6 @@ pnpm dev
 
 ---
 
-### AI Examples
-
-#### AI Sales Assistant
-**Path:** [`examples/ai-sales/`](./ai-sales/)  
-**Protocols:** AI (Agent, RAG, NLQ)
-
-Intelligent sales automation with lead qualification, email personalization, and opportunity insights.
-
-#### AI Support Assistant
-**Path:** [`examples/ai-support/`](./ai-support/)  
-**Protocols:** AI (Agent, RAG, Model Registry)
-
-RAG-powered customer support with vector search knowledge base.
-
-#### AI Data Analyst
-**Path:** [`examples/ai-analyst/`](./ai-analyst/)  
-**Protocols:** AI (NLQ, Agent)
-
-Natural language query system transforming questions into ObjectQL queries.
-
-#### AI Code Generator
-**Path:** [`examples/ai-codegen/`](./ai-codegen/)  
-**Protocols:** AI (Agent, Orchestration)
-
-Generate complete ObjectStack applications from natural language descriptions.
-
----
-
 ### Plugin Examples
 
 #### Plugin Advanced CRM
@@ -298,13 +270,13 @@ Demonstrates plugin middleware patterns and HTTP interceptors.
 ### AI Protocol
 | Protocol | Example | Location |
 |----------|---------|----------|
-| Agent | ✅ Complete | [AI Sales](./ai-sales/), [AI Support](./ai-support/) |
-| RAG Pipeline | ✅ Complete | [AI Support](./ai-support/), [Basic RAG](./basic/ai-rag-example.ts) |
-| Model Registry | ✅ Complete | [AI Support](./ai-support/) |
-| NLQ (Natural Language Query) | ✅ Complete | [AI Analyst](./ai-analyst/) |
-| Conversation | ✅ Complete | [AI Sales](./ai-sales/) |
-| Orchestration | ✅ Complete | [AI Codegen](./ai-codegen/) |
-| Cost Tracking | 🟡 Partial | [AI Examples](./ai-support/) |
+| Agent | ✅ Complete | _Spec Only_ |
+| RAG Pipeline | ✅ Complete | _Spec Only_ |
+| Model Registry | ✅ Complete | _Spec Only_ |
+| NLQ (Natural Language Query) | ✅ Complete | _Spec Only_ |
+| Conversation | ✅ Complete | _Spec Only_ |
+| Orchestration | ✅ Complete | _Spec Only_ |
+| Cost Tracking | 🟡 Partial | _Spec Only_ |
 | Predictive Analytics | 🔴 Missing | _Planned_ |
 
 ### Automation Protocol
@@ -405,10 +377,7 @@ pnpm build
 
 #### Path 3: AI & Advanced (2-3 days)
 1. Complete Path 1 & 2
-2. Study [AI Support](./ai-support/) - RAG patterns
-3. Try [AI Analyst](./ai-analyst/) - NLQ patterns
-4. Explore [AI Codegen](./ai-codegen/) - AI orchestration
-5. Build [Host Server](./host/) - Production backend
+2. Build [Host Server](./host/) - Production backend
 
 ---