diff --git a/README.md b/README.md
index 99b29ec..05e91ad 100755
--- a/README.md
+++ b/README.md
@@ -4,20 +4,6 @@
 
 ---
 
-## 🤖 For Claude Code
-
-**When working in this repository, prioritize Serena MCP tools for code operations:**
-
-- **Use `find_symbol` / `get_symbols_overview`** instead of `Read` for exploring code structure
-- **Use `replace_symbol_body`** instead of `Edit` for modifying functions, methods, classes
-- **Use `insert_before_symbol` / `insert_after_symbol`** for adding new code symbols
-- **Use `search_for_pattern`** instead of `Grep` for searching code patterns
-- **Use `list_dir` / `find_file`** instead of `Glob` for file discovery
-
-This minimizes tool calls and leverages semantic code understanding for this PHP codebase.
-
----
-
 CLQMS is a **headless REST API backend** designed to streamline laboratory operations, ensure data integrity, and manage complex diagnostic workflows. Built on a foundation of precision and regulatory compliance, this system provides comprehensive JSON endpoints for laboratory operations.
 
 **Key Characteristic:** This is an **API-only system** with no view layer. Frontend applications (web, mobile, desktop) consume these REST endpoints to build laboratory information systems.
@@ -158,9 +144,9 @@ All API endpoints follow REST conventions:
 
 | Method | Endpoint | Description | Auth Required |
 |--------|----------|-------------|---------------|
-| `POST` | `/api/edge/result` | Receive instrument results | API Key |
-| `GET` | `/api/edge/order` | Fetch pending orders | API Key |
-| `POST` | `/api/edge/order/{id}/ack` | Acknowledge order | API Key |
+| `POST` | `/api/edge/result` | Receive instrument results | API Key |
+| `GET` | `/api/edge/order` | Fetch pending orders | API Key |
+| `POST` | `/api/edge/order/{id}/ack` | Acknowledge order | API Key |
 | `POST` | `/api/edge/status` | Log instrument status | API Key |
 
 ### API Response Format
@@ -524,15 +510,15 @@ The **Edge API** provides endpoints for integrating laboratory instruments via t
 
 | Method | Endpoint | Description |
 |--------|----------|-------------|
-| `POST` | `/api/edge/result` | Receive instrument results (stored in `edgeres`) |
-| `GET` | `/api/edge/order` | Fetch pending orders for an instrument |
-| `POST` | `/api/edge/order/:id/ack` | Acknowledge order delivery to instrument |
+| `POST` | `/api/edge/result` | Receive instrument results (stored in `edgeres`) |
+| `GET` | `/api/edge/order` | Fetch pending orders for an instrument |
+| `POST` | `/api/edge/order/:id/ack` | Acknowledge order delivery to instrument |
 | `POST` | `/api/edge/status` | Log instrument status updates |
 
 ### Workflow
 
 ```
-Instrument → tiny-edge → POST /api/edge/result → edgeres table → [Manual/Auto Processing] → patres table
+Instrument → tiny-edge → POST /api/edge/result → edgeres table → [Manual/Auto Processing] → patres table
 ```
 
 **Key Features:**