docs: improve LLM optimization guide with usage examples and cross-links

docs/get-started/docs-llms.mdx

@@ -14,42 +14,64 @@ Use this file to discover all available pages before exploring further.
 
 If your AI tool doesn't support MCP yet, you can use a static documentation file instead. This gives your AI assistant the entire Base documentation as one text file.
 
-<Warning>
-  The static `llms-full.txt` file is a snapshot and may not include the latest updates. Use [MCP](/get-started/docs-mcp) when possible for always-current docs.
-</Warning>
+The static `llms-full.txt` file is a snapshot and may not include the latest updates. Use [MCP](/get-started/docs-mcp) when possible for always-current docs.
+
+## Quickstart: Using Base Docs with LLMs
+
+### 1. Copy-paste into your AI tool
+
+**Example Prompt** (ready to use with Claude, Cursor, GPT, etc.):
+
+```
+You are an expert Base developer. Use the following full Base documentation as context:
+
+<BASE_DOCS>
+{{paste the content of llms-full.txt here}}
+</BASE_DOCS>
+
+Task: [Describe your task, e.g. "Write a complete Foundry project that deploys an ERC20 token on Base Sepolia, integrates Flashblocks for fast pre-confirmations, and includes verification + frontend connection with OnchainKit."]
+```
+
+### 2. Best Practices for Optimal Results
+
+- **Use section-specific files** for focused tasks (e.g. `./base-chain/llms-full.txt` or `./ai-agents/llms-full.txt`).
+
+- **Always cross-reference** in generated code: See `https://docs.base.org/...`
+
+- **Combine with the Prompt Library**: See [Developer's Guide to Effective AI Prompting](/get-started/prompt-library).
+
+- **Validate generated code** against current network details: [Base Chain Network Information](/base-chain/network-information).
+
+**Recommended cross-references**:
+
+- [Deploy Smart Contracts](/get-started/deploy-smart-contracts)
+
+- [Resources for AI Agents](/get-started/resources-for-ai-agents)
+
+- [Flashblocks Overview](/base-chain/flashblocks/overview)
+
+- [Base Chain RPC Reference](/base-chain/api-reference/rpc-overview)
+
+## Setup Guides
 
 ### Setup with Cursor
 
 [Cursor](https://cursor.com/) is an AI-powered code editor built as a fork of VS Code with features like AI code completion and natural language editing.
 
-<Steps>
-  <Step title="Open docs settings">
-    Go to **Settings** > **Features** > **Docs**.
-  </Step>
+- Go to **Settings** > **Features** > **Docs**. 
 
-  <Step title="Add Base docs">
-    Click **Add new doc** and paste: `https://docs.base.org/llms-full.txt`
-  </Step>
+- Click **Add new doc** and paste: `https://docs.base.org/llms-full.txt`. 
 
-  <Step title="Reference in chat">
-    Use `@docs -> Base` in your AI chat to reference the documentation.
-  </Step>
-</Steps>
+- Use `@docs -> Base` in your AI chat to reference the documentation.
 
 ### Setup with Claude Code
 
 [Claude Code](https://docs.claude.com/en/docs/claude-code/overview) is an agentic coding tool that lives in your terminal and understands your codebase.
 
-<Steps>
-  <Step title="Download the docs file">
-    Download the static documentation file from: [https://docs.base.org/llms-full.txt](https://docs.base.org/llms-full.txt)
-  </Step>
+- Download the static documentation file from: [https://docs.base.org/llms-full.txt](https://docs.base.org/llms-full.txt)
+
+- Save the file in your project directory or a known location on your system.
 
-  <Step title="Add to your project">
-    Save the file in your project directory or a known location on your system.
-  </Step>
+- Use the `/read` command or drag and drop the file path to include the documentation in your conversation. 
 
-  <Step title="Reference in chat">
-    Use the `/read` command or drag and drop the file path to include the documentation in your conversation. Claude Code will then have access to the full Base documentation for that session.
-  </Step>
-</Steps>
+- Claude Code will then have access to the full Base documentation for that session.