docs: update README

[vinci-grape]

Change Summary

Add WebUI section with quick start guide (ms-agent ui)
Update Code Genesis section with new description

Related issue number

Checklist

• The pull request title is a good summary of the changes - it will be used in the changelog
• Unit tests for the changes exist
• Run pre-commit install and pre-commit run --all-files before git commit, and passed lint check.
• Documentation reflects the changes where applicable

[gemini-code-assist]

Summary of Changes

Hello @vinci-grape, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on enhancing the project's documentation by updating the README.md file. The changes introduce detailed information about the new WebUI, provide a more comprehensive overview of the Agent Skills feature, and refine the description and capabilities of the Code Genesis module, ensuring the documentation accurately reflects the current state and features of the project.

Highlights

• New WebUI Section: A new section detailing the MS-Agent WebUI has been added, including its features, a demo, quick start instructions, and command-line options.
• Updated Code Genesis Description: The 'Code Scratch' section has been renamed to 'Code Genesis' and its description, features, demo, and architecture workflow have been significantly updated to reflect a more robust, production-ready multi-agent framework.
• Expanded Agent Skills Documentation: A comprehensive 'Agent Skills' section has been introduced, outlining its implementation of the Anthropic-Agent-Skills protocol, key features, a quick start guide, and relevant references.

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Changelog

• README.md
  • Added a new feature bullet point for 'WebUI' in the main features list.
  • Introduced a comprehensive 'Agent Skills' section, detailing its implementation of the Anthropic-Agent-Skills protocol, key features, quick start guide, and references.
  • Renamed 'Code Scratch' to 'Code Genesis' and significantly updated its description, features, demo command, and architecture workflow to reflect a more robust, production-ready multi-agent framework.
  • Added a new 'WebUI' section with a demo image, quick start instructions, and command-line options for running the web interface.

Activity

• The pull request title 'docs: update README' clearly indicates its purpose is to update documentation.
• The description explicitly states the addition of a WebUI section with a quick start guide and an update to the Code Genesis section.
• All changes are confined to the README.md file, reinforcing the documentation-focused nature of this PR.

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[gemini-code-assist]

Code Review

This pull request updates the README.md to add new sections for "WebUI" and "Agent Skills", and revises the "Code Genesis" section. These changes significantly improve the project's documentation. I've identified a minor issue with an <img> tag that has invalid attributes, which could affect rendering.

[gemini-code-assist]

This <img> tag contains invalid HTML. It has a stray img attribute and a duplicated width attribute, which may cause rendering issues. Please correct the tag to ensure the image displays correctly.

Suggested change

	<img src="https://github.com/user-attachments/assets/841fd06e-3611-4b27-86e0-4881963639bd" img width="2940" height="1670" alt="LocalGradioApplication" width="750">
	<img src="https://github.com/user-attachments/assets/841fd06e-3611-4b27-86e0-4881963639bd" alt="LocalGradioApplication" width="750">