[Dev-Docs AI Improvement]: Microsoft 365 Agents Toolkit Overview

[docsautomation]

This PR updates the content of the file: msteams-platform/toolkit/agents-toolkit-fundamentals.md.

Submitted by: @yashy797

[microsoft-production-github-app]

Acrolinx Scorecards

We currently enforce a minimum score of 80.

Click the scorecard links for each article to review the Acrolinx feedback on grammar, spelling, punctuation, writing style, and terminology:

Article	Score	Issues	Scorecard	Processed
msteams-platform/toolkit/agents-toolkit-fundamentals.md	78	32	link	✅

More info about Acrolinx

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[learn-build-service-prod]

PoliCheck Scan Report

The following report lists PoliCheck issues in PR files. Before you merge the PR, you must fix all severity-1 issues. Other issues are also a high priority. The AI Review Details column lists suggestions for either removing or replacing the terms. If you find a false positive result, mention it in a PR comment and include this text: #policheck-false-positive. This feedback helps reduce false positives in future scans.

✅ No issues found

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[learn-build-service-prod]

Learn Build status updates of commit 1ff7b67:

⚠️ Validation status: warnings

File	Status	Preview URL	Details
msteams-platform/concepts/build-and-test/analyze-your-apps-usage-in-developer-portal.md	⚠️Warning	View	Details
msteams-platform/m365-apps/extend-m365-teams-message-extension.md	⚠️Warning	View	Details
msteams-platform/toolkit/agents-toolkit-fundamentals.md	⚠️Warning	View	Details

msteams-platform/concepts/build-and-test/analyze-your-apps-usage-in-developer-portal.md

• Line 452, Column 3: [Warning: bookmark-not-found - See documentation] Cannot find bookmark '#quick-access-to-teams-developer-portal' in 'toolkit/agents-toolkit-fundamentals.md'.

msteams-platform/m365-apps/extend-m365-teams-message-extension.md

• Line 2, Column 8: [Warning: duplicate-titles - See documentation] Title 'Extend Message Extension to Outlook - Teams' is duplicated in: 'm365-apps/extend-m365-teams-message-extension.md(2,8), toolkit/agents-toolkit-fundamentals.md(2,8)'. Titles must be unique within a docset.
• Line 11, Column 1: [Warning: duplicate-h1s - See documentation] H1 'Extend a Teams message extension across Microsoft 365' is duplicated with other articles: 'm365-apps/extend-m365-teams-message-extension.md(11,1), toolkit/agents-toolkit-fundamentals.md(12,1)'. First level headings must be unique within a docset.
• Line 3, Column 14: [Suggestion: duplicate-descriptions - See documentation] Attribute 'description' with value 'Learn how to update search-based message extension to run in Outlook, add Microsoft 365 channel for bot, and update Microsoft Entra app registration for SSO.' is duplicated in 'm365-apps/extend-m365-teams-message-extension.md(3,14)', 'toolkit/agents-toolkit-fundamentals.md(3,14)'.

msteams-platform/toolkit/agents-toolkit-fundamentals.md

• Line 2, Column 8: [Warning: duplicate-titles - See documentation] Title 'Extend Message Extension to Outlook - Teams' is duplicated in: 'm365-apps/extend-m365-teams-message-extension.md(2,8), toolkit/agents-toolkit-fundamentals.md(2,8)'. Titles must be unique within a docset.
• Line 12, Column 1: [Warning: duplicate-h1s - See documentation] H1 'Extend a Teams message extension across Microsoft 365' is duplicated with other articles: 'm365-apps/extend-m365-teams-message-extension.md(11,1), toolkit/agents-toolkit-fundamentals.md(12,1)'. First level headings must be unique within a docset.
• Line 148, Column 4: [Warning: file-not-found - See documentation] Invalid file link: 'images/teams-manage-your-apps.png'.
• Line 152, Column 4: [Warning: file-not-found - See documentation] Invalid file link: 'images/teams-upload-custom-app.png'.
• Line 164, Column 4: [Warning: file-not-found - See documentation] Invalid file link: 'images/outlook-me.png'.
• Line 3, Column 14: [Suggestion: duplicate-descriptions - See documentation] Attribute 'description' with value 'Learn how to update search-based message extension to run in Outlook, add Microsoft 365 channel for bot, and update Microsoft Entra app registration for SSO.' is duplicated in 'm365-apps/extend-m365-teams-message-extension.md(3,14)', 'toolkit/agents-toolkit-fundamentals.md(3,14)'.

For more details, please refer to the build report.

Note: Your PR may contain errors or warnings or suggestions unrelated to the files you changed. This happens when external dependencies like GitHub alias, Microsoft alias, cross repo links are updated. Please use these instructions to resolve them.