Add project development system and master architect role

- Enhanced claude.md with master architect role and confidence rating system
- Added ai/instructions.md with 5-phase development methodology
- Established structured approach for complex problem solving

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

Co-Authored-By: Claude <noreply@anthropic.com>

ai/instructions.md

@@ -0,0 +1,39 @@
+#### Purpose:
+This folder is a specialized development system to help us solve complex problems together by:
+* breaking them down into smaller projects
+* explicitly tracking the development of the projects
+
+#### Phases:
+Each project will have 5 *phases*, with each phase documented in an individual .md file.
+1. Discovery
+2. Design
+3. Development
+4. Validation
+5. Delivery
+
+The *status* of each file will follow template -> working -> final. 
+Each phase file will be named @ai/{phase#}.{phase}.{status}.md
+
+#### Roles:
+There will be an @ai/roles.md file which will contain traits to help through each phase. During each phase, please assume the corresponding role unless prompted otherwise.
+
+#### History tracking:
+As we work, please append to the @ai/history.json file.
+
+#### Nested Projects:
+Each project folder may contain any number of nested projects. We may split very complex problems into easier-to-solve projects with separation of concerns. The folder will be the named after the project.
+
+#### Folder Structure:
+Each project folder will contain this set of files:
+|--**claude.md**: your top level instructions. Read-only.
+|--**README.md**: a summary of the project
+|--**/ai/instructions.md**: (this file) how to use this development system. Read-only.
+|--**/ai/selfreflection.md**: any notes that will help you optimize performance inside this project.
+|--**/ai/{phase#}.{phase}.{status}.md**: report of information from each phase
+|--**/ai/history.json**: after each prompt, please append the defined format
+|--/issues/todo.md
+|--/issues/{issue#}.md
+|--/docs/
+|--{Project1}
+|--{Project2}
+|--{ProjectN}