feat(docs): Add documentation website links to README (#1638)

Add prominent link to documentation website at top of README and update
all feature documentation links to point to GitHub Pages site instead of
internal file paths.

Changes:
- Added prominent docs website link at line 6
- Updated 31 documentation links to point to https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/
- Converted all docs/ paths to full GitHub Pages URLs including anchors
- Maintained all link text and descriptions

Fixes #1636

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-authored-by: Claude <noreply@anthropic.com>

Author: rysweet

README.md

@@ -3,6 +3,9 @@
 Development framework for Claude Code with specialized agents and automated
 workflows.
 
+**📚
+[View Full Documentation](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/)**
+
 ```sh
 uvx --from git+https://github.com/rysweet/MicrosoftHackathon2025-AgenticCoding amplihack launch
 ```
@@ -58,7 +61,7 @@ Launches Claude Code with preconfigured agents. No installation needed.
 - uv ([astral.sh/uv](https://docs.astral.sh/uv/))
 
 For detailed installation instructions, see
-[docs/PREREQUISITES.md](docs/PREREQUISITES.md).
+[docs/PREREQUISITES.md](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/PREREQUISITES/).
 
 ### Basic Usage
 
@@ -171,16 +174,16 @@ variables or secure key management systems.
 ### GitHub Copilot CLI
 
 amplihack also supports GitHub Copilot CLI integration. See
-[docs/github-copilot-litellm-integration.md](docs/github-copilot-litellm-integration.md)
+[docs/github-copilot-litellm-integration.md](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/github-copilot-litellm-integration/)
 for setup instructions.
 
 ### Custom Workflows
 
 The iterative-step workflow is fully customizable. Edit
 `.claude/workflow/DEFAULT_WORKFLOW.md` to modify the development process -
 changes apply immediately to `/ultrathink` and other commands. See
-[docs/WORKFLOW_COMPLETION.md](docs/WORKFLOW_COMPLETION.md) for detailed
-customization instructions.
+[docs/WORKFLOW_COMPLETION.md](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/WORKFLOW_COMPLETION/)
+for detailed customization instructions.
 
 ## Commands Reference
 
@@ -270,8 +273,9 @@ effectiveness. This enables:
 - Philosophy compliance checking
 
 **Benchmark results:** Amplihack without orchestration = vanilla Claude. The
-orchestration IS the value! See [benchmarking guide](docs/BENCHMARKING.md) for
-measuring performance.
+orchestration IS the value! See
+[benchmarking guide](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/BENCHMARKING/)
+for measuring performance.
 
 **Opt-out for simple tasks:**
 
@@ -319,7 +323,8 @@ python main.py
 - Multi-phase execution planning
 - Standalone, distributable agents
 
-**Learn more:** [Goal Agent Generator Guide](docs/GOAL_AGENT_GENERATOR_GUIDE.md)
+**Learn more:**
+[Goal Agent Generator Guide](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/GOAL_AGENT_GENERATOR_GUIDE/)
 
 ### Profile Management
 
@@ -346,7 +351,8 @@ amplihack launch
 - `coding`: Development-focused (9 agents)
 - `research`: Investigation-focused (7 agents)
 
-**Learn more:** [Profile Management Guide](docs/PROFILE_MANAGEMENT.md)
+**Learn more:**
+[Profile Management Guide](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/PROFILE_MANAGEMENT/)
 
 ### GitHub Pages Documentation Generation
 
@@ -360,26 +366,27 @@ amplihack launch
 
 **Learn more:**
 
-- [Tutorial: Your First Documentation Site](docs/tutorials/first-docs-site.md)
-- [How-To: Generate GitHub Pages Sites](docs/howto/github-pages-generation.md)
-- [API Reference: GitHub Pages Module](docs/reference/github-pages-api.md)
+- [Tutorial: Your First Documentation Site](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/tutorials/first-docs-site/)
+- [How-To: Generate GitHub Pages Sites](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/howto/github-pages-generation/)
+- [API Reference: GitHub Pages Module](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/reference/github-pages-api/)
 
 ### Additional Features
 
-- **[Power-Steering](docs/reference/STATUSLINE.md#power-steering)** - AI-powered
-  session guidance with intelligent redirect detection (🚦 indicator)
-- **[Auto Mode](docs/AUTO_MODE.md)** - Autonomous agentic loops for multi-turn
-  workflows (`/amplihack:auto`)
-- **[Lock Mode](docs/reference/STATUSLINE.md#lock-mode)** - Continuous work mode
-  without stopping (`/amplihack:lock`, `/amplihack:unlock`) (🔒 indicator)
-- **[Document-Driven Development](docs/document_driven_development/README.md)** -
+- **[Power-Steering](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/reference/STATUSLINE/#power-steering)** -
+  AI-powered session guidance with intelligent redirect detection (🚦 indicator)
+- **[Auto Mode](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/AUTO_MODE/)** -
+  Autonomous agentic loops for multi-turn workflows (`/amplihack:auto`)
+- **[Lock Mode](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/reference/STATUSLINE/#lock-mode)** -
+  Continuous work mode without stopping (`/amplihack:lock`, `/amplihack:unlock`)
+  (🔒 indicator)
+- **[Document-Driven Development](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/document_driven_development/README/)** -
   Systematic methodology for large features with documentation-first approach
 - **[Fault-Tolerant Workflows](CLAUDE.md#fault-tolerance-patterns)** - N-version
   programming, multi-agent debate, and cascade fallback patterns
 - **[Security Analysis](CLAUDE.md#key-commands)** - XPIA cross-prompt injection
   defense (`/amplihack:xpia`)
-- **[Neo4j Memory System](docs/AGENT_MEMORY_QUICKSTART.md)** - Persistent memory
-  and knowledge graphs across sessions
+- **[Neo4j Memory System](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/AGENT_MEMORY_QUICKSTART/)** -
+  Persistent memory and knowledge graphs across sessions
 - **[Investigation Workflow](CLAUDE.md#investigation-workflow)** - Deep
   knowledge excavation with historical context
 - **[Skills System](.claude/skills/README.md)** - 54+ skills including PDF,
@@ -425,20 +432,24 @@ Real-time session information displayed at the bottom of Claude Code showing:
 ```
 
 **Full documentation:**
-[docs/reference/STATUSLINE.md](docs/reference/STATUSLINE.md)
+[docs/reference/STATUSLINE.md](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/reference/STATUSLINE/)
 
 ## Documentation
 
 ### Getting Started
 
-- [Prerequisites](docs/PREREQUISITES.md) - Platform setup and dependencies
-- [Proxy Configuration](docs/PROXY_CONFIG_GUIDE.md) - Azure OpenAI proxy setup
+- [Prerequisites](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/PREREQUISITES/) -
+  Platform setup and dependencies
+- [Proxy Configuration](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/PROXY_CONFIG_GUIDE/) -
+  Azure OpenAI proxy setup
 
 ### Features
 
-- [Auto Mode](docs/AUTO_MODE.md) - Autonomous agentic loop
-- [Agent Bundles](docs/agent-bundle-generator-guide.md) - Custom agent creation
-- [GitHub Copilot Integration](docs/github-copilot-litellm-integration.md) -
+- [Auto Mode](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/AUTO_MODE/) -
+  Autonomous agentic loop
+- [Agent Bundles](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/agent-bundle-generator-guide/) -
+  Custom agent creation
+- [GitHub Copilot Integration](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/github-copilot-litellm-integration/) -
   Copilot CLI support
 - [Office Skills](.claude/skills/README.md) - PDF, Excel, Word, and PowerPoint
   document processing
@@ -447,52 +458,56 @@ Real-time session information displayed at the bottom of Claude Code showing:
     formulas and financial modeling
 - [Azure DevOps CLI Skill](.claude/skills/azure-devops-cli/README.md) - Expert
   guidance for Azure DevOps automation, pipelines, boards, repos, and artifacts
-- [Benchmarking with eval-recipes](docs/BENCHMARKING.md) - Performance
-  measurement and comparison
-- [Profile Management](docs/PROFILE_MANAGEMENT.md) - Token optimization and
-  environment customization
+- [Benchmarking with eval-recipes](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/BENCHMARKING/) -
+  Performance measurement and comparison
+- [Profile Management](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/PROFILE_MANAGEMENT/) -
+  Token optimization and environment customization
 
 ### Patterns
 
-- [Workspace Pattern](docs/WORKSPACE_PATTERN.md) - Multi-project organization
-  with git submodules
+- [Workspace Pattern](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/WORKSPACE_PATTERN/) -
+  Multi-project organization with git submodules
 
 ### Configuration
 
-- [Hook Configuration](docs/HOOK_CONFIGURATION_GUIDE.md) - Session hooks
-- [Workflow Customization](docs/WORKFLOW_COMPLETION.md) - Process customization
+- [Hook Configuration](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/HOOK_CONFIGURATION_GUIDE/) -
+  Session hooks
+- [Workflow Customization](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/WORKFLOW_COMPLETION/) -
+  Process customization
 
 ### Development
 
-- [Developing amplihack](docs/DEVELOPING_AMPLIHACK.md) - Contributing guide
-- [Implementation Summary](docs/IMPLEMENTATION_SUMMARY.md) - Architecture
-  overview
+- [Developing amplihack](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/DEVELOPING_AMPLIHACK/) -
+  Contributing guide
+- [Implementation Summary](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/IMPLEMENTATION_SUMMARY/) -
+  Architecture overview
 
 ### Methodology
 
-- [Document-Driven Development](docs/document_driven_development/README.md) -
+- [Document-Driven Development](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/document_driven_development/README/) -
   Systematic approach for large features
-- [DDD Overview](docs/document_driven_development/overview.md) - Comprehensive
-  guide to DDD principles
-- [Core Concepts](docs/document_driven_development/core_concepts/README.md) -
+- [DDD Overview](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/document_driven_development/overview/) -
+  Comprehensive guide to DDD principles
+- [Core Concepts](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/document_driven_development/core_concepts/README/) -
   Context poisoning, file crawling, retcon writing
-- [DDD Phases](docs/document_driven_development/phases/README.md) - Step-by-step
-  implementation guide
+- [DDD Phases](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/document_driven_development/phases/README/) -
+  Step-by-step implementation guide
 
 ### Security
 
-- [Security Recommendations](docs/SECURITY_RECOMMENDATIONS.md) - Best practices
-- [Security Context Preservation](docs/SECURITY_CONTEXT_PRESERVATION.md) -
+- [Security Recommendations](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/SECURITY_RECOMMENDATIONS/) -
+  Best practices
+- [Security Context Preservation](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/SECURITY_CONTEXT_PRESERVATION/) -
   Context handling
 
 ### Core Principles
 
-- [The Amplihack Way](docs/THIS_IS_THE_WAY.md) - Effective strategies for
-  AI-agent development
-- [Discoveries](docs/DISCOVERIES.md) - Documented problems, solutions, and
-  learnings
-- [Creating Tools](docs/CREATE_YOUR_OWN_TOOLS.md) - Build custom AI-powered
-  tools
+- [The Amplihack Way](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/THIS_IS_THE_WAY/) -
+  Effective strategies for AI-agent development
+- [Discoveries](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/DISCOVERIES/) -
+  Documented problems, solutions, and learnings
+- [Creating Tools](https://rysweet.github.io/MicrosoftHackathon2025-AgenticCoding/CREATE_YOUR_OWN_TOOLS/) -
+  Build custom AI-powered tools
 - [Philosophy](.claude/context/PHILOSOPHY.md) - Core principles and patterns
 - [Workflows](.claude/workflow/DEFAULT_WORKFLOW.md) - Development process