diff --git a/.factory/config.json b/.factory/config.json
new file mode 100644
index 0000000..8a75ea0
--- /dev/null
+++ b/.factory/config.json
@@ -0,0 +1,12 @@
+{
+  "custom_models": [
+    {
+      "model_display_name": "MiniMax-M2.1",
+      "model": "MiniMax-M2.1",
+      "base_url": "https://api.minimax.io/anthropic",
+      "api_key": "sk-cp-eMsvq_OqP6UiCBirrr3W6gZlG6-NXnIQeneGNpAJ8aWxywzNq5I9mibfQFBBy84C2Mm7jCqMtjKmbpnx6h02nz_D7xG6ETmBY4K6Nog454cYs_ZkYgMyG_g",
+      "provider": "anthropic",
+      "max_tokens": 64000
+    }
+  ]
+}
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index 9e26dfe..0000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1 +0,0 @@
-{}
\ No newline at end of file
diff --git a/src/_layouts/base.njk b/src/_layouts/base.njk
index a51a444..55e8359 100644
--- a/src/_layouts/base.njk
+++ b/src/_layouts/base.njk
@@ -10,6 +10,7 @@
     <meta property="og:description" content="{{ description | default('Portfolio & Documentation') }}">
     <meta property="og:type" content="{{ ogType | default('website') }}">
     <title>{{ title | default("5Panda") }}</title>
+    <link rel="icon" type="image/svg+xml" href="/assets/favicon.svg">
     <!-- Fonts -->
     <link rel="preconnect" href="https://fonts.googleapis.com">
     <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
@@ -70,7 +71,7 @@
               </summary>
               <ul class="p-2 bg-base-100 rounded-t-none bg-base-100/95 backdrop-blur-xl border border-white/5 shadow-xl w-60 z-[100]">
                 <li>
-                  <a href="/clqms/" class="{% if page.url == '/clqms/' %}text-primary bg-primary/10{% endif %} hover:text-primary hover:bg-primary/10">
+                  <a href="/projects/clqms01/" class="{% if page.url == '/projects/clqms01/' %}text-primary bg-primary/10{% endif %} hover:text-primary hover:bg-primary/10">
                     CLQMS
                   </a>
                 </li>
diff --git a/src/_layouts/clqms-post.njk b/src/_layouts/clqms-post.njk
index 94e9e80..dd7a755 100644
--- a/src/_layouts/clqms-post.njk
+++ b/src/_layouts/clqms-post.njk
@@ -25,9 +25,34 @@ layout: base.njk
         </h3>
         <nav class="space-y-1">
           {% for post in collections.clqms %}
-            <a href="{{ post.url }}" class="block px-3 py-2 rounded-lg text-sm transition-colors {% if page.url == post.url %}bg-primary/10 text-primary font-medium border-l-2 border-primary{% else %}text-base-content/70 hover:bg-base-300 hover:text-base-content{% endif %}">
-              {{ post.data.title }}
-            </a>
+            {# Determine if we should show this post based on current section #}
+            {% set show_post = false %}
+            
+            {% if "/review/" in page.url %}
+              {# If in Review section, only show reviews #}
+              {% if "/review/" in post.url %}
+                {% set show_post = true %}
+              {% endif %}
+            {% elif "/suggestion/" in page.url %}
+              {# If in Suggestion section, only show suggestions #}
+              {% if "/suggestion/" in post.url %}
+                {% set show_post = true %}
+              {% endif %}
+            {% else %}
+              {# Main section (Architecture etc): Show everything EXCEPT reviews and suggestions #}
+              {% if not ("/review/" in post.url) and not ("/suggestion/" in post.url) %}
+                {% set show_post = true %}
+              {% endif %}
+            {% endif %}
+
+            {# Hide current page from list if it is an index page to avoid redundancy, or keep it? User said 'only reviews', usually implies lists of *other* reviews or all reviews. #}
+            {# Check if it's an index page by checking if the URL ends in a slash or index.html logic, but usually simple filter is enough. #}
+            
+            {% if show_post %}
+              <a href="{{ post.url }}" class="block px-3 py-2 rounded-lg text-sm transition-colors {% if page.url == post.url %}bg-primary/10 text-primary font-medium border-l-2 border-primary{% else %}text-base-content/70 hover:bg-base-300 hover:text-base-content{% endif %}">
+                {{ post.data.title }}
+              </a>
+            {% endif %}
           {% endfor %}
         </nav>
       </div>
diff --git a/src/assets/favicon.svg b/src/assets/favicon.svg
new file mode 100644
index 0000000..55171f0
--- /dev/null
+++ b/src/assets/favicon.svg
@@ -0,0 +1,26 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64">
+  <defs>
+    <linearGradient id="g" x1="0%" y1="0%" x2="0%" y2="100%">
+      <stop offset="0%" style="stop-color:#f8fafc;stop-opacity:1" />
+      <stop offset="100%" style="stop-color:#e2e8f0;stop-opacity:1" />
+    </linearGradient>
+  </defs>
+  <!-- Ears -->
+  <circle cx="16" cy="18" r="10" fill="#1e293b"/>
+  <circle cx="48" cy="18" r="10" fill="#1e293b"/>
+  <!-- Face -->
+  <circle cx="32" cy="36" r="26" fill="url(#g)" stroke="#1e293b" stroke-width="2"/>
+  <!-- Eye Patches -->
+  <ellipse cx="22" cy="32" rx="8" ry="10" fill="#1e293b" transform="rotate(-15 22 32)"/>
+  <ellipse cx="42" cy="32" rx="8" ry="10" fill="#1e293b" transform="rotate(15 42 32)"/>
+  <!-- Eyes -->
+  <circle cx="23" cy="30" r="2.5" fill="white"/>
+  <circle cx="41" cy="30" r="2.5" fill="white"/>
+  <!-- Nose -->
+  <ellipse cx="32" cy="44" rx="5" ry="3.5" fill="#1e293b"/>
+  <!-- Blush -->
+  <circle cx="16" cy="42" r="3" fill="#f43f5e" opacity="0.4"/>
+  <circle cx="48" cy="42" r="3" fill="#f43f5e" opacity="0.4"/>
+  <!-- Mouth -->
+  <path d="M26 50 Q32 55 38 50" stroke="#1e293b" stroke-width="2.5" fill="none" stroke-linecap="round"/>
+</svg>
diff --git a/src/clqms.njk b/src/clqms.njk
deleted file mode 100644
index 7b2d222..0000000
--- a/src/clqms.njk
+++ /dev/null
@@ -1,41 +0,0 @@
----
-layout: base.njk
-title: "CLQMS Documentation"
-description: "Clinical Laboratory Quality Management System documentation"
----
-
-<!-- Hero Section -->
-<section class="py-20 bg-base-200/30">
-  <div class="section-container">
-    <div class="text-center mb-12">
-      <span class="badge badge-secondary badge-outline mb-4">CLQMS</span>
-      <h1 class="text-4xl md:text-5xl font-bold mb-4">Project Documentation</h1>
-      <p class="text-base-content/70 max-w-2xl mx-auto">
-        Technical documentation, API references, and architectural decisions for CLQMS v1.0
-      </p>
-    </div>
-  </div>
-</section>
-
-<!-- Documentation List -->
-<section class="py-20">
-  <div class="section-container">
-    <div class="max-w-4xl mx-auto">
-      {% for post in collections.clqms %}
-        <a href="{{ post.url }}" class="post-card group block mb-6">
-          <div class="flex items-center gap-3 mb-3">
-            <span class="text-sm text-base-content/50">CLQMS</span>
-            {% if post.data.order %}
-            <span class="text-base-content/30">•</span>
-            <span class="text-sm text-base-content/50">Order: {{ post.data.order }}</span>
-            {% endif %}
-            <span class="text-base-content/30">•</span>
-            <span class="text-sm text-base-content/50">{{ post.content | readingTime }}</span>
-          </div>
-          <h2 class="text-2xl font-bold mb-2 group-hover:text-secondary transition-colors">{{ post.data.title }}</h2>
-          <p class="text-base-content/70">{{ post.data.description | excerpt(200) }}</p>
-        </a>
-      {% endfor %}
-    </div>
-  </div>
-</section>
diff --git a/src/css/style.css b/src/css/style.css
index e88dcf1..44487da 100644
--- a/src/css/style.css
+++ b/src/css/style.css
@@ -892,6 +892,56 @@
    ======================================== */
 
 @layer utilities {
+  .grid {
+    display: grid;
+  }
+  
+  .grid-cols-1 {
+    grid-template-columns: repeat(1, minmax(0, 1fr));
+  }
+  
+  .grid-cols-2 {
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+  }
+  
+  .grid-cols-3 {
+    grid-template-columns: repeat(3, minmax(0, 1fr));
+  }
+  
+  .grid-cols-4 {
+    grid-template-columns: repeat(4, minmax(0, 1fr));
+  }
+  
+  .gap-4 {
+    gap: 1rem;
+  }
+  
+  .gap-6 {
+    gap: 1.5rem;
+  }
+  
+  @media (min-width: 640px) {
+    .sm\:grid-cols-2 {
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+    }
+  }
+  
+  @media (min-width: 768px) {
+    .md\:grid-cols-2 {
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+    }
+    
+    .md\:grid-cols-3 {
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+    }
+  }
+  
+  @media (min-width: 1024px) {
+    .lg\:grid-cols-4 {
+      grid-template-columns: repeat(4, minmax(0, 1fr));
+    }
+  }
+
   .text-balance {
     text-wrap: balance;
   }
diff --git a/src/index.njk b/src/index.njk
index 0028a7c..f2903d9 100644
--- a/src/index.njk
+++ b/src/index.njk
@@ -117,7 +117,7 @@ description: Innovative projects and ideas
       </div>
       {% if collections.clqms.length > 4 %}
         <div class="text-center mt-10">
-          <a href="/clqms/" class="btn btn-outline btn-secondary">View All Documentation</a>
+          <a href="/projects/clqms01/" class="btn btn-outline btn-secondary">View All Documentation</a>
         </div>
       {% endif %}
     </div>
diff --git a/src/projects/clqms01/001-architecture.md b/src/projects/clqms01/001-architecture.md
index 4842e93..908e9ce 100644
--- a/src/projects/clqms01/001-architecture.md
+++ b/src/projects/clqms01/001-architecture.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "CLQMS: v1.0 Architecture Finalized"
+description: "Overview of the finalized v1.0 architecture and core design decisions."
 date: 2025-12-01
 order: 1
 ---
diff --git a/src/projects/clqms01/002-auth-module.md b/src/projects/clqms01/002-auth-module.md
index 03b3a43..34dc5db 100644
--- a/src/projects/clqms01/002-auth-module.md
+++ b/src/projects/clqms01/002-auth-module.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "CLQMS: JWT Authentication Module"
+description: "Stateless security implementation using JWT tokens and RBAC."
 date: 2025-12-02
 order: 2
 ---
diff --git a/src/projects/clqms01/003-frontend-stack.md b/src/projects/clqms01/003-frontend-stack.md
index 797856a..efab876 100644
--- a/src/projects/clqms01/003-frontend-stack.md
+++ b/src/projects/clqms01/003-frontend-stack.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "CLQMS: Frontend Stack Decision"
+description: "Choosing SvelteKit 5 and DaisyUI for a performant, reactive dashboard."
 date: 2025-12-03
 order: 3
 ---
diff --git a/src/projects/clqms01/004-wst-concept.md b/src/projects/clqms01/004-wst-concept.md
index 2aa0b10..e2b5a8e 100644
--- a/src/projects/clqms01/004-wst-concept.md
+++ b/src/projects/clqms01/004-wst-concept.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "Project Pandaria: Next-Gen LIS Architecture"
+description: "Offline-first, event-driven WST architecture for maximum laboratory reliability."
 date: 2025-12-06
 order: 6
 ---
diff --git a/src/projects/clqms01/005-wst-database.md b/src/projects/clqms01/005-wst-database.md
index 24b5a21..1e620f5 100644
--- a/src/projects/clqms01/005-wst-database.md
+++ b/src/projects/clqms01/005-wst-database.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "Edge Workstation: SQLite Database Schema"
+description: "SQL Schema for local edge databases, supporting sync queues and offline reliability."
 date: 2025-12-07
 order: 7
 ---
diff --git a/src/projects/clqms01/006-test-api-examples.md b/src/projects/clqms01/006-test-api-examples.md
index 5c9f7c2..be4fd61 100644
--- a/src/projects/clqms01/006-test-api-examples.md
+++ b/src/projects/clqms01/006-test-api-examples.md
@@ -2,6 +2,7 @@
 layout: clqms-post.njk
 tags: clqms
 title: "CLQMS: Test Definition API Examples"
+description: "Reference documentation for test maintenance API endpoints and data structures."
 date: 2025-12-10
 order: 10
 ---
diff --git a/src/projects/clqms01/debug.njk b/src/projects/clqms01/debug.njk
new file mode 100644
index 0000000..b84a2ec
--- /dev/null
+++ b/src/projects/clqms01/debug.njk
@@ -0,0 +1,30 @@
+---
+layout: base.njk
+title: Debug CLQMS Collection
+---
+
+<div class="p-10">
+  <h1>Debug Collection</h1>
+  <table class="table w-full">
+    <thead>
+      <tr>
+        <th>Index</th>
+        <th>Title</th>
+        <th>URL</th>
+        <th>File Path</th>
+        <th>Tags</th>
+      </tr>
+    </thead>
+    <tbody>
+      {% for post in collections.clqms %}
+        <tr>
+          <td>{{ loop.index }}</td>
+          <td>'{{ post.data.title }}'</td>
+          <td>{{ post.url }}</td>
+          <td>{{ post.inputPath }}</td>
+          <td>{{ post.data.tags }}</td>
+        </tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</div>
\ No newline at end of file
diff --git a/src/projects/clqms01/index.md b/src/projects/clqms01/index.md
deleted file mode 100644
index 32a8e4b..0000000
--- a/src/projects/clqms01/index.md
+++ /dev/null
@@ -1,49 +0,0 @@
----
-layout: clqms-post.njk
-tags: clqms
-title: "CLQMS (Clinical Laboratory Quality Management System)"
-date: 2025-12-01
-order: 0
----
-
-# CLQMS (Clinical Laboratory Quality Management System)
-
-> The core backend engine for modern clinical laboratory workflows.
-
-CLQMS is a robust, mission-critical API suite designed to streamline laboratory operations, ensure data integrity, and manage complex diagnostic workflows. Built on a foundation of precision and regulatory compliance, this system handles everything from patient registration to high-throughput test resulting.
-
----
-
-## 🏛️ Core Architecture & Design
-
-The system is currently undergoing a strategic **Architectural Redesign** to consolidate legacy structures into a high-performance, maintainable schema. This design, spearheaded by leadership, focuses on reducing technical debt and improving data consistency across:
-
-- **Unified Test Definitions:** Consolidating technical, calculated, and site-specific test data.
-- **Reference Range Centralization:** A unified engine for numeric, threshold, text, and coded results.
-- **Ordered Workflow Management:** Precise tracking of orders from collection to verification.
-
----
-
-## 🛡️ Strategic Pillars
-
-- **Precision & Accuracy:** Strict validation for all laboratory parameters and reference ranges.
-- **Scalability:** Optimized for high-volume diagnostic environments.
-- **Compliance:** Built-in audit trails and status history for full traceability.
-- **Interoperability:** Modular architecture designed for LIS, HIS, and analyzer integrations.
-
----
-
-## 🛠️ Technical Stack
-
-| Component | Specification |
-|-----------|---------------|
-| Language | PHP 8.1+ (PSR-compliant) |
-| Framework | CodeIgniter 4 |
-| Security | JWT (JSON Web Tokens) Authorization |
-| Database | MySQL (Optimized Schema Migration in progress) |
-
----
-
-## 📜 Usage Notice
-
-This repository contains proprietary information intended for the 5Panda Team and authorized collaborators.
diff --git a/src/projects/clqms01/index.njk b/src/projects/clqms01/index.njk
new file mode 100644
index 0000000..869a343
--- /dev/null
+++ b/src/projects/clqms01/index.njk
@@ -0,0 +1,134 @@
+---
+layout: base.njk
+title: "CLQMS - Clinical Laboratory Quality Management System"
+description: "The core backend engine for modern clinical laboratory workflows"
+date: 2025-12-01
+order: 0
+---
+
+<!-- Hero Section -->
+<section class="pt-20 pb-12 bg-base-200/30 overflow-hidden relative">
+  <div class="section-container relative z-10">
+    <div class="text-center mb-12">
+      <span class="badge badge-secondary badge-outline mb-4">Project Workspace</span>
+      <h1 class="text-4xl md:text-5xl font-bold mb-4">Clinical Laboratory Quality Management System</h1>
+      <p class="text-base-content/70 max-w-2xl mx-auto">
+        A robust, mission-critical API suite designed to streamline modern laboratory operations through precision, scalability,
+        and modular design.
+      </p>
+    </div>
+  </div>
+</section>
+<!-- Module Navigation -->
+<section id="modules" class="py-12 bg-base-100">
+  <div class="section-container">
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
+      <a
+        href="/projects/clqms01/001-architecture/"
+        class="card bg-base-200 hover:bg-base-300 transition-all hover:-translate-y-1 border border-white/5">
+        <div class="card-body p-6">
+          <div class="flex items-center gap-3 mb-2">
+            <span class="p-2 rounded bg-primary/10 text-primary text-xl">🏗️</span>
+            <h2 class="card-title text-base">Architecture</h2>
+          </div>
+          <p class="text-sm text-base-content/70">Core system design, authentication, and strategic pillars</p>
+        </div>
+      </a>
+      <!-- Authentication moved to Core Documentation list below -->
+      <a
+        href="/projects/clqms01/suggestion/"
+        class="card bg-base-200 border border-success/20 hover:bg-success/5 transition-all hover:-translate-y-1">
+        <div class="card-body p-6">
+          <div class="flex items-center gap-3 mb-2">
+            <span class="p-2 rounded bg-success/10 text-success text-xl">💡</span>
+            <h2 class="card-title text-base">Suggestions</h2>
+          </div>
+          <p class="text-sm text-base-content/70">Future proposals and roadmap ideas</p>
+        </div>
+      </a>
+      <a
+        href="/projects/clqms01/review/"
+        class="card bg-base-200 border border-accent/20 hover:bg-accent/5 transition-all hover:-translate-y-1">
+        <div class="card-body p-6">
+          <div class="flex items-center gap-3 mb-2">
+            <span class="p-2 rounded bg-accent/10 text-accent text-xl">🔍</span>
+            <h2 class="card-title text-base">Reviews</h2>
+          </div>
+          <p class="text-sm text-base-content/70">Expert code reviews and technical audits</p>
+        </div>
+      </a>
+    </div>
+  </div>
+</section>
+<!-- Core Documentation -->
+<section id="docs" class="py-12">
+  <div class="section-container">
+    <div class="flex items-center justify-between mb-8">
+      <h2 class="text-2xl font-bold flex items-center gap-2">
+        <span class="text-secondary opacity-50">#</span>
+        Core Documentation
+      </h2>
+    </div>
+    <div class="max-w-4xl mx-auto space-y-2">
+      {% for post in collections.clqms %}
+        {# Filter to show only root-level docs, excluding index and sub-directories #}
+        {% set is_suggestion = "/suggestion/" in post.url %}
+        {% set is_review = "/review/" in post.url %}
+        {% if post.url != page.url and not is_suggestion and not is_review and post.data.title %}
+          <a href="{{ post.url }}" title="{{ post.inputPath }}" class="group block p-5 rounded-xl bg-base-200/50 hover:bg-base-200 border border-base-content/10 transition-all">
+            <div class="flex flex-col md:flex-row md:items-center justify-between gap-2">
+              <div>
+                <h3 class="text-lg font-bold group-hover:text-secondary transition-colors mb-1">{{ post.data.title }}</h3>
+                <p class="text-base-content/60 text-sm max-w-2xl leading-relaxed">
+                  {{ post.data.description | default('Technical reference for CLQMS implementation.') }}
+                </p>
+              </div>
+              <div class="flex items-center gap-4 text-xs font-mono text-base-content/40 whitespace-nowrap">
+                <span class="hidden md:inline">{{ post.content | readingTime }}</span>
+              </div>
+            </div>
+          </a>
+        {% endif %}
+      {% endfor %}
+    </div>
+  </div>
+</section>
+<!-- Strategy Section -->
+<section class="py-12 bg-base-200/30">
+  <div class="section-container">
+    <div class="max-w-4xl mx-auto">
+      <h2 class="text-2xl font-bold mb-8 text-center md:text-left">Strategic Pillars</h2>
+      <div class="grid grid-cols-1 md:grid-cols-2 gap-6">
+        <div class="glass-card p-6 border border-white/5 rounded-2xl">
+          <h3 class="text-lg font-bold mb-2 flex items-center gap-2">
+            <span class="text-primary">🎯</span>
+            Precision & Accuracy
+          </h3>
+          <p class="text-base-content/70 text-sm">Strict validation for all laboratory parameters and multi-variant reference
+            ranges.</p>
+        </div>
+        <div class="glass-card p-6 border border-white/5 rounded-2xl">
+          <h3 class="text-lg font-bold mb-2 flex items-center gap-2">
+            <span class="text-secondary">⚡</span>
+            Scalability
+          </h3>
+          <p class="text-base-content/70 text-sm">Optimized database and API architecture for high-volume diagnostic environments.</p>
+        </div>
+        <div class="glass-card p-6 border border-white/5 rounded-2xl">
+          <h3 class="text-lg font-bold mb-2 flex items-center gap-2">
+            <span class="text-success">📜</span>
+            Compliance
+          </h3>
+          <p class="text-base-content/70 text-sm">Built-in audit trails and granular status history for full medical traceability.</p>
+        </div>
+        <div class="glass-card p-6 border border-white/5 rounded-2xl">
+          <h3 class="text-lg font-bold mb-2 flex items-center gap-2">
+            <span class="text-accent">🔗</span>
+            Interoperability
+          </h3>
+          <p class="text-base-content/70 text-sm">Modular drivers designed for seamless LIS, HIS, and analyzer integration.</p>
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
\ No newline at end of file
diff --git a/src/projects/clqms01/review/index.md b/src/projects/clqms01/review/index.md
new file mode 100644
index 0000000..0f4a62f
--- /dev/null
+++ b/src/projects/clqms01/review/index.md
@@ -0,0 +1,53 @@
+---
+layout: clqms-post.njk
+tags: clqms
+title: "Code Review Index"
+description: "Code review notes and walkthroughs for CLQMS"
+date: 2026-01-09
+order: 0
+---
+
+# Code Review Notes
+
+> Code review notes, walkthroughs, and feedback for the CLQMS project.
+
+## Overview
+
+This section captures code review findings, best practices, and learning points from code reviews.
+
+### What to Include
+
+- **Bug Fixes**: Issues found and their resolutions
+- **Code Improvements**: Refactoring suggestions and optimizations
+- **Patterns**: Recommended patterns and anti-patterns to avoid
+- **Learning Points**: Lessons from reviews
+
+### Review Format
+
+When documenting a review, include:
+
+1. **File/Component**: What's being reviewed
+2. **Finding**: What was found
+3. **Severity**: Critical, Major, Minor, or Info
+4. **Recommendation**: Suggested fix or improvement
+
+---
+
+## Review List
+
+### [TBD] Add new review notes here
+
+<!-- Use the format below for each review:
+
+#### [Severity] Brief Title
+
+**File/Component:**
+> 
+
+**Finding:**
+> 
+
+**Recommendation:**
+> 
+
+-->
diff --git a/src/projects/clqms01/suggestion/001-testdef.md b/src/projects/clqms01/suggestion/001-testdef.md
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+---
+layout: clqms-post.njk
+tags: clqms
+title: "Proposal: Test Definition Architecture Overhaul"
+description: "Simplify database schema and improve query performance for test definitions"
+date: 2026-01-09
+order: 1
+---
+
+# 🚀 Proposal: Test Definition Architecture Overhaul by Gemini 3
+
+
+**Target:** `testdef` Module  
+**Objective:** Simplify database schema, improve query performance, and reduce code complexity.
+
+---
+
+## 1. The Problem: "The Shredded Document" 🧩
+
+**Current Status:**  
+Defining a single Lab Test currently requires joining 4-5 rigid tables:
+* `testdefsite` (General Info)
+* `testdeftech` (Technical Details)
+* `testdefcal` (Calculations)
+* `testdefgrp` (Grouping)
+
+**Why it hurts:**
+* **Complex Queries:** To get a full test definition, we write massive SQL joins.
+* **Rigid Schema:** Adding a new technical attribute requires altering table schemas and updating multiple DAO files.
+* **Maintenance Nightmare:** Logic is scattered. To understand a test, you have to look in five places.
+
+---
+
+## 2. The Solution: JSON Configuration 📄
+
+**Strategy:** Treat a Test Definition as a **Document**.  
+We will consolidate the variable details (Technique, Calculations, Reference Ranges) into a structured `JSON` column within a single table.
+
+### Schema Change
+Old 5 tables $\rightarrow$ **1 Main Table**.
+
+```sql
+CREATE TABLE LabTestDefinitions (
+    id INT PRIMARY KEY AUTO_INCREMENT,
+    code VARCHAR(50) NOT NULL UNIQUE,  -- e.g., "GLUC"
+    name VARCHAR(100) NOT NULL,        -- e.g., "Fasting Glucose"
+    active BOOLEAN DEFAULT TRUE,
+    
+    -- 🌟 The Solution: All variable logic lives here
+    configuration JSON NOT NULL 
+);
+```
+
+### The Configuration Structure (JSON)
+
+Instead of columns for every possible biological variable, we store a flexible document:
+
+```json
+{
+  "technique": "Photometry",
+  "specimen": "Serum",
+  "result_type": "NUMERIC",
+  "units": "mg/dL",
+  "formulas": {
+    "calculation": "primary_result * dilution_factor"
+  },
+  "reference_ranges": [
+    {
+      "label": "Adult Male",
+      "sex": "M",
+      "min_age": 18,
+      "max_age": 99,
+      "min_val": 70,
+      "max_val": 100
+    },
+    {
+      "label": "Pediatric",
+      "max_age": 18,
+      "min_val": 60,
+      "max_val": 90
+    }
+  ]
+}
+```
+
+---
+
+## 3. The Benefits 🏆
+
+| Feature | Old Way (Relational) | New Way (JSON Document) |
+| :--- | :--- | :--- |
+| **Fetch Speed** | Slow (4+ Joins) | Instant (1 Row Select) |
+| **Flexibility** | Requires ALTER TABLE | Edit JSON & Save |
+| **Search** | Complex SQL | Fast JSON Indexing |
+| **Code Logic** | Mapping 5 SQL results | `json_decode()` → Object |
+
+---
+
+### Next Steps 🗒️
+
+- [ ] Create migration for `LabTestDefinitions` table.
+- [ ] Port 5 sample tests from the old structure to JSON format for verification.
+
+---
+_Last updated: 2026-01-09 08:40:21_
diff --git a/src/projects/clqms01/suggestion/002-valueset.md b/src/projects/clqms01/suggestion/002-valueset.md
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+---
+layout: clqms-post.njk
+tags: clqms
+title: "Proposal: Valueset Replacement"
+description: "Remove magic numbers and enforce type safety using PHP Enums and Svelte stores"
+date: 2026-01-09
+order: 2
+---
+
+# 🚀 Proposal: Valueset ("God Table") Replacement by Gemini 3
+
+
+**Target:** `valueset` / `valuesetdef` Tables  
+**Objective:** Remove "Magic Numbers," enforce Type Safety, and optimize Frontend performance.
+
+---
+
+## 1. The Problem: "Magic Number Soup" 🥣
+
+**Current Status:**  
+We store disparate system logic (Gender, Test Status, Colors, Payment Types) in a single massive table called `valueset`.
+* **Code relies on IDs:** `if ($status == 1045) ...`
+* **Frontend Overload:** Frontend makes frequent DB calls just to populate simple dropdowns.
+* **No Type Safety:** Nothing stops a developer from assigning a "Payment Status" ID to a "Gender" column.
+
+---
+
+## 2. The Solution: Enums & API Store 🛠️
+
+**Strategy:** Split "System Logic" from the Database.  
+Use **PHP 8.1 Native Enums** for business rules and serve them via a cached API to Svelte.
+
+### Step A: The Backend (PHP Enums)
+We delete the rows from the database and define them in code where they belong.
+
+**File:** `App/Enums/TestStatus.php`
+```php
+enum TestStatus: string {
+    case PENDING = 'PENDING';
+    case VERIFIED = 'VERIFIED';
+    case REJECTED = 'REJECTED';
+
+    // Helper for Frontend Labels
+    public function label(): string {
+        return match($this) {
+            self::PENDING => 'Waiting for Results',
+            self::VERIFIED => 'Verified & Signed',
+            self::REJECTED => 'Sample Rejected',
+        };
+    }
+}
+```
+
+### Step B: The API Contract
+
+**GET `/api/config/valueset`**  
+Instead of 20 small network requests for 20 dropdowns, the Frontend requests the entire dictionary once on load.
+
+**Response:**
+```json
+{
+  "test_status": [
+    { "value": "PENDING", "label": "Waiting for Results" },
+    { "value": "VERIFIED", "label": "Verified & Signed" }
+  ],
+  "gender": [
+    { "value": "M", "label": "Male" },
+    { "value": "F", "label": "Female" }
+  ]
+}
+```
+
+### Step C: The Frontend (Svelte Store)
+
+We use a Svelte Store to cache this data globally. No more SQL queries for dropdowns.
+
+**Component Usage:**
+```svelte
+{% raw %}
+<script>
+  import { config } from '../stores/configStore';
+</script>
+
+<label>Status:</label>
+<select bind:value={status}>
+    {#each $config.test_status as option}
+        <option value={option.value}>{option.label}</option>
+    {/each}
+</select>
+{% endraw %}
+```
+
+---
+
+## 3. The Benefits 🏆
+
+| Feature | Old Way (valueset Table) | New Way (Enums + Store) |
+| :--- | :--- | :--- |
+| **Performance** | DB Query per dropdown | Zero DB Hits (Cached) |
+| **Code Quality** | `if ($id == 505)` | `if ($s == Status::PENDING)` |
+| **Reliability** | IDs can change/break | Code is immutable |
+| **Network** | "Chatty" (Many requests) | Efficient (One request) |
+
+---
+
+### Next Steps 🗒️
+
+- [ ] Define `TestStatus` and `TestType` Enums in PHP.
+- [ ] Create the `/api/config/valueset` endpoint.
+- [ ] Update one Svelte form to use the new Store instead of an API fetch.
+
+---
+_Last updated: 2026-01-09 08:40:21_
\ No newline at end of file
diff --git a/src/projects/clqms01/suggestion/index.md b/src/projects/clqms01/suggestion/index.md
new file mode 100644
index 0000000..bb682ce
--- /dev/null
+++ b/src/projects/clqms01/suggestion/index.md
@@ -0,0 +1,54 @@
+---
+layout: clqms-post.njk
+tags: clqms
+title: "Suggestions Index"
+description: "Suggestions and feedback for CLQMS core system"
+date: 2026-01-09
+order: 0
+---
+
+# Core System Suggestions
+
+> Feedback and improvement suggestions for the CLQMS core system.
+
+## Manager's Core System Review
+
+This document captures suggestions and observations regarding the core system architecture and implementation.
+
+### Key Areas of Review
+
+- System architecture and design patterns
+- Database schema and relationships
+- API endpoints and authorization
+- Performance and scalability considerations
+
+### Submitting Suggestions
+
+When documenting suggestions, please include:
+
+1. **Issue Description**: Clear description of the problem or improvement.
+2. **Impact**: Who/what is affected.
+3. **Proposed Solution**: Your suggested approach.
+4. **Priority**: High, Medium, or Low.
+
+---
+
+## Suggestion List
+
+### [TBD] Add new suggestions here
+
+<!-- Use the format below for each suggestion:
+
+#### [Priority] Brief Title
+
+**Description:**
+> 
+
+**Impact:**
+
+**Proposed Solution:**
+
+-->
+
+---
+_Last updated: 2026-01-09 08:40:21_