Upstream update: microsoft-agent-framework

[github-actions]

Automation detected pending upstream changes for microsoft-agent-framework.

• Issue key: microsoft-agent-framework
• Affected skills: microsoft-agent-framework
• Pending upstream watches: 102

Pending upstream sources:

• agent-framework-docs-user-guide-agents-agent-middleware | http_document | learn.microsoft.comagent-framework/agents/middleware documentation
  • Source: https://learn.microsoft.com/agent-framework/agents/middleware/
  • Current value: "CEa2W8lRiGNDCNOtZdRUHVT3sEk="
  • Detail: Agent Middleware | Microsoft Learn | ETag "CEa2W8lRiGNDCNOtZdRUHVT3sEk="
• agent-framework-docs-tutorials-agents-function-tools | http_document | learn.microsoft.comagent-framework/agents/tools/function-tools documentation
  • Source: https://learn.microsoft.com/agent-framework/agents/tools/function-tools
  • Current value: "dnhoBGoR0EdCZM4NZ1gpF0dQDkQ="
  • Detail: Using function tools with an agent | Microsoft Learn | ETag "dnhoBGoR0EdCZM4NZ1gpF0dQDkQ="
• agent-framework-docs-integrations-ag-ui | http_document | learn.microsoft.comagent-framework/integrations/ag-ui documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/
  • Current value: "CxH3jyH7YsNrRGpMiTxpB0lcYJQ="
  • Detail: AG-UI Integration with Agent Framework | Microsoft Learn | ETag "CxH3jyH7YsNrRGpMiTxpB0lcYJQ="
• agent-framework-docs-integrations-ag-ui-backend-tool-rendering | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/backend-tool-rendering documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/backend-tool-rendering
  • Current value: "IVZtc02LcYkdX52rkfnftIV2WbY="
  • Detail: Backend Tool Rendering with AG-UI | Microsoft Learn | ETag "IVZtc02LcYkdX52rkfnftIV2WbY="
• agent-framework-docs-integrations-ag-ui-frontend-tools | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/frontend-tools documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/frontend-tools
  • Current value: "HmPlab3DcuO0ggRDd4McLL+KSN8="
  • Detail: Frontend Tool Rendering with AG-UI | Microsoft Learn | ETag "HmPlab3DcuO0ggRDd4McLL+KSN8="
• agent-framework-docs-integrations-ag-ui-getting-started | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/getting-started documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/getting-started
  • Current value: "TkOfwrW6+W88R1T4444Z6YMc3So="
  • Detail: Getting Started with AG-UI | Microsoft Learn | ETag "TkOfwrW6+W88R1T4444Z6YMc3So="
• agent-framework-docs-integrations-ag-ui-human-in-the-loop | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/human-in-the-loop documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/human-in-the-loop
  • Current value: "HO3WJ5so9E6n/UEzN0OuD76XHVI="
  • Detail: Human-in-the-Loop with AG-UI | Microsoft Learn | ETag "HO3WJ5so9E6n/UEzN0OuD76XHVI="
• agent-framework-docs-integrations-ag-ui-security-considerations | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/security-considerations documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/security-considerations
  • Current value: "PUpYX7Z1Joiosr1HmIXYZKHaV/w="
  • Detail: Security Considerations for AG-UI | Microsoft Learn | ETag "PUpYX7Z1Joiosr1HmIXYZKHaV/w="
• agent-framework-docs-integrations-ag-ui-state-management | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/state-management documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/state-management
  • Current value: "hXpzLa/uDtxjwlubTLkJpwaIIDo="
  • Detail: State Management with AG-UI | Microsoft Learn | ETag "hXpzLa/uDtxjwlubTLkJpwaIIDo="
• agent-framework-docs-integrations-ag-ui-testing-with-dojo | http_document | learn.microsoft.comagent-framework/integrations/ag-ui/testing-with-dojo documentation
  • Source: https://learn.microsoft.com/agent-framework/integrations/ag-ui/testing-with-dojo
  • Current value: "O054Zr1I/Br/+L3vTWyq2dFdD3Y="
  • Detail: Testing with AG-UI Dojo | Microsoft Learn | ETag "O054Zr1I/Br/+L3vTWyq2dFdD3Y="
• agent-framework-docs-migration-guide-from-autogen | http_document | learn.microsoft.comagent-framework/migration-guide/from-autogen documentation
  • Source: https://learn.microsoft.com/agent-framework/migration-guide/from-autogen/
  • Current value: "cfE4wIEX3CSayRereMAxTl1NrTc="
  • Detail: AutoGen to Microsoft Agent Framework Migration Guide | Microsoft Learn | ETag "cfE4wIEX3CSayRereMAxTl1NrTc="
• agent-framework-docs-migration-guide-from-semantic-kernel | http_document | learn.microsoft.comagent-framework/migration-guide/from-semantic-kernel documentation
  • Source: https://learn.microsoft.com/agent-framework/migration-guide/from-semantic-kernel/
  • Current value: "uQX97bAqPzb8mPtabIzH3R3PzjY="
  • Detail: Semantic Kernel to Microsoft Agent Framework Migration Guide | Microsoft Learn | ETag "uQX97bAqPzb8mPtabIzH3R3PzjY="
• agent-framework-docs-migration-guide-from-semantic-kernel-samples | http_document | learn.microsoft.comagent-framework/migration-guide/from-semantic-kernel/samples documentation
  • Source: https://learn.microsoft.com/agent-framework/migration-guide/from-semantic-kernel/samples
  • Current value: "aQR2l0cyRVZZU+KcSVlcHnbJRzQ="
  • Detail: Semantic Kernel to Microsoft Agent Framework Migration Samples | Microsoft Learn | ETag "aQR2l0cyRVZZU+KcSVlcHnbJRzQ="
• agent-framework-docs-overview | http_document | learn.microsoft.comagent-framework/overview documentation
  • Source: https://learn.microsoft.com/agent-framework/overview/
  • Current value: "YeMsk4NDEdoMjf6nCtakpM7xKj0="
  • Detail: Microsoft Agent Framework Overview | Microsoft Learn | ETag "YeMsk4NDEdoMjf6nCtakpM7xKj0="
• agent-framework-docs-support | http_document | learn.microsoft.comagent-framework/support documentation
  • Source: https://learn.microsoft.com/agent-framework/support/
  • Current value: "/hEne08NnMdVrY2lFrKQbMuqkbo="
  • Detail: Support for Agent Framework | Microsoft Learn | ETag "/hEne08NnMdVrY2lFrKQbMuqkbo="
• agent-framework-docs-support-faq | http_document | learn.microsoft.comagent-framework/support/faq documentation
  • Source: https://learn.microsoft.com/agent-framework/support/faq
  • Current value: "Z/Hs8e/nouIFj3GgZjliDNv2OfA="
  • Detail: Frequently Asked Questions | Microsoft Learn | ETag "Z/Hs8e/nouIFj3GgZjliDNv2OfA="
• agent-framework-docs-support-troubleshooting | http_document | learn.microsoft.comagent-framework/support/troubleshooting documentation
  • Source: https://learn.microsoft.com/agent-framework/support/troubleshooting
  • Current value: "gl0mUH/jVezxgaupJQdNIGdzlOQ="
  • Detail: Troubleshooting | Microsoft Learn | ETag "gl0mUH/jVezxgaupJQdNIGdzlOQ="
• agent-framework-docs-support-upgrade | http_document | learn.microsoft.comagent-framework/support/upgrade documentation
  • Source: https://learn.microsoft.com/agent-framework/support/upgrade/
  • Current value: "JtnlDvf+2Sjk8DROHz2bppXgoKo="
  • Detail: Upgrade guides for Agent Framework | Microsoft Learn | ETag "JtnlDvf+2Sjk8DROHz2bppXgoKo="
• agent-framework-docs-tutorials-agents-agent-as-mcp-tool | http_document | learn.microsoft.comagent-framework/tutorials/agents/agent-as-mcp-tool documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/agent-as-mcp-tool
  • Current value: "G38bQoXxHec6NCdiFkaYYAH3AOQ="
  • Detail: MCP and Foundry Agents | Microsoft Learn | ETag "G38bQoXxHec6NCdiFkaYYAH3AOQ="
• agent-framework-docs-tutorials-agents-create-and-run-durable-agent | http_document | learn.microsoft.comagent-framework/tutorials/agents/create-and-run-durable-agent documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/create-and-run-durable-agent
  • Current value: "tKPUC58P5QPADM0nE/vHeDcQBp0="
  • Detail: Azure Functions (Durable) | Microsoft Learn | ETag "tKPUC58P5QPADM0nE/vHeDcQBp0="
• agent-framework-docs-tutorials-agents-enable-observability | http_document | learn.microsoft.comagent-framework/tutorials/agents/enable-observability documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/enable-observability
  • Current value: "7Ut8Yuoo80gGn9+vLqyKwYuv6jc="
  • Detail: Observability | Microsoft Learn | ETag "7Ut8Yuoo80gGn9+vLqyKwYuv6jc="
• agent-framework-docs-tutorials-agents-function-tools-approvals | http_document | learn.microsoft.comagent-framework/tutorials/agents/function-tools-approvals documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/function-tools-approvals
  • Current value: "04NwvtA25m2m7tyMxErRlPyp17E="
  • Detail: Using function tools with human in the loop approvals | Microsoft Learn | ETag "04NwvtA25m2m7tyMxErRlPyp17E="
• agent-framework-docs-tutorials-agents-images | http_document | learn.microsoft.comagent-framework/tutorials/agents/images documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/images
  • Current value: "PaiKGrA0VYGOKZ+NhhCcnx6bPzo="
  • Detail: Using images with an agent | Microsoft Learn | ETag "PaiKGrA0VYGOKZ+NhhCcnx6bPzo="
• agent-framework-docs-tutorials-agents-memory | http_document | learn.microsoft.comagent-framework/tutorials/agents/memory documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/memory
  • Current value: "+a0ixP5CKf9im1C3e1bHk5E4kdU="
  • Detail: Step 4: Memory & Persistence | Microsoft Learn | ETag "+a0ixP5CKf9im1C3e1bHk5E4kdU="
• agent-framework-docs-tutorials-agents-multi-turn-conversation | http_document | learn.microsoft.comagent-framework/tutorials/agents/multi-turn-conversation documentation
  • Source: https://learn.microsoft.com/agent-framework/tutorials/agents/multi-turn-conversation
  • Current value: "vmAZiGVVIFux79xd42yk/vsn2lY="
  • Detail: Session | Microsoft Learn | ETag "vmAZiGVVIFux79xd42yk/vsn2lY="
• ... 77 more pending upstream sources omitted for brevity; the watcher still tracks them in issue metadata.

Why this matters:

• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/backend-tool-rendering changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/frontend-tools changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/getting-started changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/human-in-the-loop changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/security-considerations changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/state-management changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/integrations/ag-ui/testing-with-dojo changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/migration-guide/from-autogen/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/migration-guide/from-semantic-kernel/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/migration-guide/from-semantic-kernel/samples changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/overview/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/support/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/support/faq changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/support/troubleshooting changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/support/upgrade/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/agent-as-mcp-tool changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/create-and-run-durable-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/enable-observability changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/agents/tools/function-tools changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/function-tools-approvals changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/images changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/memory changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/multi-turn-conversation changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/orchestrate-durable-agents changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/persisted-conversation changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/run-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/structured-output changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/agents/third-party-chat-history-storage changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/overview changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/plugins/use-purview-with-agent-framework-sdk changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/quick-start changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/agents-in-workflows changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/checkpointing-and-resuming changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/requests-and-responses changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/simple-concurrent-workflow changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/simple-sequential-workflow changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/workflows/workflows changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/tutorials/workflows/workflow-with-branching-logic changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-background-responses changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-memory changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/agents/middleware/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-rag changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-tools changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/a2a-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/anthropic-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/azure-ai-foundry-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/azure-ai-foundry-models-chat-completion-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/azure-ai-foundry-models-responses-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/azure-openai-chat-completion-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/azure-openai-responses-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/chat-client-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/custom-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/durable-agent/create-durable-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/durable-agent/features changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/openai-assistants-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/openai-chat-completion-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/agent-types/openai-responses-agent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/multi-turn-conversation changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/agents/running-agents changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/api-reference changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/directory-discovery changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/samples changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/security changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/devui/tracing changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/hosting/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/hosting/agent-to-agent-integration changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/hosting/openai-integration changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/model-context-protocol/ changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/model-context-protocol/using-mcp-tools changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/model-context-protocol/using-mcp-with-foundry-agents changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/observability changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/overview changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/as-agents changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/checkpoints changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/core-concepts/edges changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/core-concepts/events changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/core-concepts/executors changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/core-concepts/overview changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/core-concepts/workflows changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/declarative-workflows changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/declarative-workflows/actions-reference changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/declarative-workflows/advanced-patterns changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/declarative-workflows/expressions changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/observability changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/concurrent changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/group-chat changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/handoff changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/human-in-the-loop changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/magentic changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/overview changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/orchestrations/sequential changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/overview changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/requests-and-responses changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/workflows/state changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/state-isolation changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/using-agents changes.
• Review the linked skills when https://learn.microsoft.com/agent-framework/user-guide/workflows/visualization changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/api/microsoft.agents.ai changes.
• Review the linked skills when microsoft/agent-framework ships a new release.

Suggested follow-up:

• Review the upstream release notes or documentation diff
• Update the affected files under skills/
• Update README.md if framework coverage or guidance changed
• Close this issue after the catalog has been refreshed