)

- Implemented structured `Cursor rules` that guide Cursor Chat Agent through specific development scenarios, promoting consistency and accuracy in automated responses

- Researched and defined best practices for `Cursor rules` implementation within this codebase

- Added documentation for both users and developers interacting with Cursor rules.
  - **Tutorial for End Users**: `build-a-demo-agent-workflow-using-cursor-rules.md` - Demonstrates how Cursor rules enhance learning, development, and testing of AIQ workflows through hands-on examples
  - **Implementation Guide for Contributors**:`cursor-rules-developer-guide.md` - Details the organizational framework of Cursor rules and provides guidelines for creating and maintaining them
  - **Complete Reference Manual**: `cursor-rules-reference.md` - Comprehensive catalog of all available Cursor rules and their functionalities

Official documentation of `Cursor rules`: [Rules](https://docs.cursor.com/context/rules)

Closes [AIQ-1353](https://jirasw.nvidia.com/browse/AIQ-1353)

## By Submitting this PR I confirm:
- I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/AIQToolkit/blob/develop/docs/source/resources/contributing.md).
- We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.
  - Any contribution which contains commits that are not Signed-Off will not be accepted.
- When the PR is ready for review, new or existing tests cover these changes.
- When the PR is ready for review, the documentation is up to date with these changes.

Authors:
  - Yuchen Zhang (https://github.com/yczhang-nv)

Approvers:
  - David Gardner (https://github.com/dagardner-nv)
  - https://github.com/lvojtku

URL: NVIDIA#319

)

- Implemented structured `Cursor rules` that guide Cursor Chat Agent through specific development scenarios, promoting consistency and accuracy in automated responses

- Researched and defined best practices for `Cursor rules` implementation within this codebase

- Added documentation for both users and developers interacting with Cursor rules.
  - **Tutorial for End Users**: `build-a-demo-agent-workflow-using-cursor-rules.md` - Demonstrates how Cursor rules enhance learning, development, and testing of AIQ workflows through hands-on examples
  - **Implementation Guide for Contributors**:`cursor-rules-developer-guide.md` - Details the organizational framework of Cursor rules and provides guidelines for creating and maintaining them
  - **Complete Reference Manual**: `cursor-rules-reference.md` - Comprehensive catalog of all available Cursor rules and their functionalities

Official documentation of `Cursor rules`: [Rules](https://docs.cursor.com/context/rules)

Closes [AIQ-1353](https://jirasw.nvidia.com/browse/AIQ-1353)

## By Submitting this PR I confirm:
- I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/AIQToolkit/blob/develop/docs/source/resources/contributing.md).
- We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.
  - Any contribution which contains commits that are not Signed-Off will not be accepted.
- When the PR is ready for review, new or existing tests cover these changes.
- When the PR is ready for review, the documentation is up to date with these changes.

Authors:
  - Yuchen Zhang (https://github.com/yczhang-nv)

Approvers:
  - David Gardner (https://github.com/dagardner-nv)
  - https://github.com/lvojtku

URL: NVIDIA#319