Add PR description markdown

Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/df9b4579-10c3-4bfb-927e-da3a0e70009e

Co-authored-by: lokitoth <6936551+lokitoth@users.noreply.github.com>

PR_DESCRIPTION.md

@@ -0,0 +1,39 @@
+### Motivation and Context
+
+This PR completes the Magentic end-to-end workflow coverage described in `MagenticE2E_TestPlan.md` and summarized in `MagenticE2E_ImplementationReview.md`.
+
+The Magentic orchestrator has several user-visible branches that are difficult to validate with isolated unit tests: planning and replanning, human plan review, participant routing, stall/reset handling, progress-ledger retry behavior, final-answer termination, checkpoint/resume, and invalid or erroneous workflow inputs. This change adds fully built workflow tests that exercise those behaviors through `MagenticWorkflowBuilder.Build()` and the in-process streaming workflow runtime.
+
+It also fixes production behavior discovered while adding the E2E tests:
+
+- Empty Magentic teams now fail during workflow build instead of producing a workflow that can fail later during execution.
+- New top-level messages sent after Magentic termination now surface the orchestrator's terminal-state error as a workflow error, even though the workflow framework accepts queued messages.
+
+### Description
+
+This PR adds a Magentic E2E test suite and supporting implementation updates.
+
+Key changes:
+
+- Added `MagenticOrchestrationTests.cs` with **23 end-to-end tests** that run fully built Magentic workflows through the streaming workflow runtime.
+- Covered happy-path completion, participant delegation, multi-round coordination, plan signoff, plan approval/revision flows, multiple revisions, stall-triggered replanning, checkpoint/resume behavior, round/reset limits, progress-ledger retry/reset handling, next-speaker validation, warning/event emission, instruction-message flow, empty-team validation, and post-termination message rejection.
+- Added `MagenticE2E_TestPlan.md` documenting the intended E2E coverage across the Magentic orchestrator decision tree.
+- Added/updated `MagenticE2E_ImplementationReview.md` documenting the final coverage state and production behavior verified by the suite.
+- Updated `MagenticWorkflowBuilder.Build()` to throw `InvalidOperationException` when no participants have been added.
+- Updated `MagenticOrchestrator.TakeTurnAsync()` to reject new messages after the Magentic task context is terminated, matching the existing terminal-state protection on plan-review responses.
+- Aligned Magentic orchestration behavior with the expected coordination loop: normal participant returns resume progress-ledger coordination instead of replanning.
+- Ensured stall handling uses the intended `StallCount > MaxStallCount` semantics and preserves stall context for plan review when replanning after a stall.
+- Ensured the orchestrator declares the final-answer output protocol used by fully built workflow execution.
+
+Validation performed:
+
+- `dotnet build tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj -f net10.0`
+- `dotnet test --project tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj -f net10.0 --filter-class '*MagenticOrchestrationTests'`
+- Parallel validation completed with no review comments or security alerts.
+
+### Contribution Checklist
+
+- [x] The code builds clean without any errors or warnings
+- [x] The PR follows the [Contribution Guidelines](https://github.com/microsoft/agent-framework/blob/main/CONTRIBUTING.md)
+- [x] All unit tests pass, and I have added new tests where possible
+- [ ] **Is this a breaking change?** If yes, add "[BREAKING]" prefix to the title of the PR.