diff --git a/.github/instructions/ARCHITECTURE.instructions.md b/.github/instructions/ARCHITECTURE.instructions.md
index ed82909a..b8ddf926 100644
--- a/.github/instructions/ARCHITECTURE.instructions.md
+++ b/.github/instructions/ARCHITECTURE.instructions.md
@@ -8,20 +8,20 @@
 
 ## Table of Contents
 
-- [Overview](#overview)
-- [System Architecture](#system-architecture)
-- [Technology Stack](#technology-stack)
-- [Directory Structure](#directory-structure)
-- [Core Components](#core-components)
-- [Security Architecture](#security-architecture)
-- [Data Flow](#data-flow)
-- [Deployment Architecture](#deployment-architecture)
-- [Development Workflow](#development-workflow)
-- [Testing Strategy](#testing-strategy)
-- [Build & Release Process](#build--release-process)
-- [Extensibility](#extensibility)
-- [Known Limitations](#known-limitations)
-- [Maintenance & Updates](#maintenance--updates)
+- Overview
+- System Architecture
+- Technology Stack
+- Directory Structure
+- Core Components
+- Security Architecture
+- Data Flow
+- Deployment Architecture
+- Development Workflow
+- Testing Strategy
+- Build & Release Process
+- Extensibility
+- Known Limitations
+- Maintenance & Updates
 
 ---
 
@@ -1480,14 +1480,14 @@ graph TB
 
 ## Additional Resources
 
-- **[README.md](README.md)** - Project overview and quick start
-- **[CONTRIBUTING.md](CONTRIBUTING.md)** - Contribution guidelines
-- **[docs/features.md](docs/features.md)** - Detailed feature documentation
-- **[docs/api.md](docs/api.md)** - REST API reference
-- **[docs/database-schema.md](docs/database-schema.md)** - Database structure
-- **[docs/cerberus.md](docs/cerberus.md)** - Security suite documentation
-- **[docs/getting-started.md](docs/getting-started.md)** - User guide
-- **[SECURITY.md](SECURITY.md)** - Security policy and vulnerability reporting
+- README.md - Project overview and quick start
+- CONTRIBUTING.md - Contribution guidelines
+- docs/features.md - Detailed feature documentation
+- docs/api.md - REST API reference
+- docs/database-schema.md - Database structure
+- docs/cerberus.md - Security suite documentation
+- docs/getting-started.md - User guide
+- SECURITY.md - Security policy and vulnerability reporting
 
 ---
 
diff --git a/.github/instructions/markdown.instructions.md b/.github/instructions/markdown.instructions.md
index 97b6fa8f..184206dd 100644
--- a/.github/instructions/markdown.instructions.md
+++ b/.github/instructions/markdown.instructions.md
@@ -24,7 +24,7 @@ Follow these guidelines for formatting and structuring your markdown content:
 - **Headings**: Use `##` for H2 and `###` for H3. Ensure that headings are used in a hierarchical manner. Recommend restructuring if content includes H4, and more strongly recommend for H5.
 - **Lists**: Use `-` for bullet points and `1.` for numbered lists. Indent nested lists with two spaces.
 - **Code Blocks**: Use triple backticks (`) to create fenced code blocks. Specify the language after the opening backticks for syntax highlighting (e.g., `csharp).
-- **Links**: Use `[link text](URL)` for links. Ensure that the link text is descriptive and the URL is valid.
+- **Links**: Use `[link text](https://example.com)` for links. Ensure that the link text is descriptive and the URL is valid.
 - **Images**: Use `![alt text](image URL)` for images. Include a brief description of the image in the alt text.
 - **Tables**: Use `|` to create tables. Ensure that columns are properly aligned and headers are included.
 - **Line Length**: Break lines at 80 characters to improve readability. Use soft line breaks for long paragraphs.