Enhance README and tool reference documentation for structured thinking capabilities

- Added new features to the README.md, including AI-Optimized Reasoning, Task Planning, Policy Compliance, Tool Output Analysis, and Decision Documentation.
- Expanded the tool reference documentation with best practice examples for multi-step task planning, policy compliance verification, tool output analysis, and architectural decision documentation.
- Included a link to Anthropic's research for further insights on the think tool's implementation.

Author: willibrandon

README.md

@@ -96,6 +96,11 @@ Now Cursor AI can understand your codebase! Try asking it questions like:
 - 🛡️ **Security**: Built-in safeguards for sensitive files and directory access
 - 🎯 **Pattern Management**: Flexible ignore patterns for controlling file access
 - 💭 **Structured Thinking**: Document and validate reasoning about complex operations
+  - 🧩 **AI-Optimized Reasoning**: Based on [Anthropic's research](https://www.anthropic.com/engineering/claude-think-tool) on improving LLM problem-solving
+  - 📋 **Task Planning**: Break down complex problems into manageable steps
+  - ✅ **Policy Compliance**: Verify solutions against project guidelines
+  - 🔄 **Tool Output Analysis**: Process results from other tools before taking next actions
+  - 📝 **Decision Documentation**: Maintain audit trails of architectural choices
 
 ## Building from Source
 

docs/tool-reference.md

@@ -275,6 +275,58 @@ The think tool is particularly valuable when you want Claude to:
 4. Plan multi-step operations that require careful consideration
 5. Document reasoning about architectural decisions
 
+> 📚 **Learn More**: This implementation is based on Anthropic's research on improving Claude's performance with a dedicated thinking space. [Read their detailed blog post](https://www.anthropic.com/engineering/claude-think-tool) for more insights.
+
+**Best Practice Examples:**
+
+1. **Multi-step Task Planning**
+```
+Before implementing a new feature, use the think tool to:
+- List all required functionality
+- Identify affected components and files
+- Plan the implementation sequence
+- Consider potential edge cases
+- Outline test scenarios
+
+Example: When adding authentication, think through: user flow, security requirements, error states, and affected API endpoints.
+```
+
+2. **Policy Compliance Verification**
+```
+When evaluating solutions against project guidelines, use the think tool to:
+- List all relevant policies
+- Check each policy requirement against the solution
+- Identify any compliance gaps
+- Document justifications for approach
+- Flag areas needing further review
+
+Example: "Before implementing this database change, let me verify it meets our data security policies..."
+```
+
+3. **Tool Output Analysis**
+```
+After receiving complex tool outputs (like search results or code analysis), use the think tool to:
+- Summarize key findings
+- Identify patterns across results
+- Connect information from different sources
+- Determine next investigation steps
+- Validate assumptions based on collected data
+
+Example: "After searching the codebase for auth-related files, I've found these patterns..."
+```
+
+4. **Architectural Decision Documentation**
+```
+When making architectural choices, use the think tool to:
+- Document decision criteria
+- Compare alternative approaches
+- List pros and cons of each option
+- Justify the chosen solution
+- Note implications for future development
+
+Example: "Considering three approaches for the caching layer: in-memory, Redis, or database..."
+```
+
 **Features:**
 - Automatic thought categorization:
   - Refactoring: Code restructuring and improvements