Update TODO.md and run_test.go for P3 Run Implementation Completion

- Marked the P3 Run Implementation as complete in TODO.md, reflecting the successful integration of task execution and validation.
- Updated the status of tests related to the ContinueOnFailure option, indicating their completion with detailed test cases for various execution scenarios.
- Enhanced run_test.go with new tests to validate the behavior of task execution under different ContinueOnFailure configurations, ensuring robust error handling and task management.
- Revised the RunExecution method to accept configuration data, improving flexibility in execution parameters.

agent/robot/TODO.md

@@ -766,13 +766,13 @@ Each phase test uses different expert combinations:
 
 ---
 
-## Phase 9: P3 Run Implementation 🟡
+## Phase 9: P3 Run Implementation ✅
 
 **Goal:** Implement P3 (Task Execution + Validation). P2 → P3 → stub P4-P5.
 
 **Depends on:** Phase 8 (P2 Tasks + Validation Agent)
 
-**Status:** Implementation complete, unit tests pending
+**Status:** Complete
 
 ### 9.1 Implementation ✅
 
@@ -855,8 +855,11 @@ Created new `yao/assert` package for universal assertion/validation:
   - [x] Test: validateSemantic with Validation Agent
   - [x] Test: mergeResults logic (rule + semantic)
 
-**TODO (Future):**
+**Completed:**
-- [ ] Test: ContinueOnFailure option (run_test.go)
+- [x] Test: ContinueOnFailure option (run_test.go) ✅
+  - [x] `stops_on_first_failure_when_ContinueOnFailure_is_false`
+  - [x] `continues_execution_when_ContinueOnFailure_is_true`
+  - [x] `multiple_failures_with_ContinueOnFailure`
 
 ---
 
@@ -1096,7 +1099,7 @@ func TestWithLLM(t *testing.T) {
 | 6. P0 Inspiration     | ✅     | Inspiration Agent integration                                                |
 | 7. P1 Goals           | ✅     | Goal Generation Agent integration                                            |
 | 8. P2 Tasks           | ✅     | Task Planning Agent integration                                              |
-| 9. P3 Run             | 🟡     | Task execution + validation + yao/assert (tests pending)                     |
+| 9. P3 Run             | ✅     | Task execution + validation + yao/assert + multi-turn conversation           |
 | 10. P4 Delivery       | ⬜     | Output delivery (email/file/webhook/notify)                                  |
 | 11. P5 Learning       | ⬜     | Learning Agent + KB save                                                     |
 | 12. API & Integration | ⬜     | Complete API, end-to-end tests                                               |

agent/robot/executor/standard/run.go

@@ -46,7 +46,7 @@ func DefaultRunConfig() *RunConfig {
 //  3. If validation.NeedReply, continue conversation with validation.ReplyContent
 //  4. Repeat until validation.Complete or max turns exceeded
 //  5. Pass previous task results as context to next task
-func (e *Executor) RunExecution(ctx *robottypes.Context, exec *robottypes.Execution, _ interface{}) error {
+func (e *Executor) RunExecution(ctx *robottypes.Context, exec *robottypes.Execution, data interface{}) error {
 	robot := exec.GetRobot()
 	if robot == nil {
 		return fmt.Errorf("robot not found in execution")
@@ -56,8 +56,13 @@ func (e *Executor) RunExecution(ctx *robottypes.Context, exec *robottypes.Execut
 		return fmt.Errorf("no tasks to execute")
 	}
 
-	// Get run configuration
+	// Get run configuration from data or use default
-	config := DefaultRunConfig()
+	var config *RunConfig
+	if cfg, ok := data.(*RunConfig); ok && cfg != nil {
+		config = cfg
+	} else {
+		config = DefaultRunConfig()
+	}
 
 	// Initialize results slice
 	exec.Results = make([]robottypes.TaskResult, 0, len(exec.Tasks))

agent/robot/executor/standard/run_test.go

@@ -321,6 +321,212 @@ func TestRunExecutionErrorHandling(t *testing.T) {
 	})
 }
 
+func TestRunExecutionContinueOnFailure(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping integration test")
+	}
+
+	testutils.Prepare(t)
+	defer testutils.Clean(t)
+
+	ctx := types.NewContext(context.Background(), testAuth())
+
+	t.Run("stops on first failure when ContinueOnFailure is false", func(t *testing.T) {
+		robot := createRunTestRobot(t)
+		exec := createRunTestExecution(robot)
+
+		// First task will fail (non-existent assistant), second should be skipped
+		exec.Tasks = []types.Task{
+			{
+				ID:           "task-001",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "non.existent.assistant.xyz123",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "This will fail"},
+				},
+				Order:  0,
+				Status: types.TaskPending,
+			},
+			{
+				ID:           "task-002",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "experts.text-writer",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Write a greeting"},
+				},
+				Order:  1,
+				Status: types.TaskPending,
+			},
+		}
+
+		// Use default config (ContinueOnFailure = false)
+		config := standard.DefaultRunConfig()
+		assert.False(t, config.ContinueOnFailure)
+
+		e := standard.New()
+		err := e.RunExecution(ctx, exec, config)
+
+		// Should return error
+		assert.Error(t, err)
+		assert.Contains(t, err.Error(), "task-001")
+
+		// Only first task should have a result
+		assert.Len(t, exec.Results, 1)
+
+		// First task failed
+		assert.Equal(t, types.TaskFailed, exec.Tasks[0].Status)
+
+		// Second task should be skipped (not executed)
+		assert.Equal(t, types.TaskSkipped, exec.Tasks[1].Status)
+	})
+
+	t.Run("continues execution when ContinueOnFailure is true", func(t *testing.T) {
+		robot := createRunTestRobot(t)
+		exec := createRunTestExecution(robot)
+
+		// First task will fail, but second should still execute
+		exec.Tasks = []types.Task{
+			{
+				ID:           "task-001",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "non.existent.assistant.xyz123",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "This will fail"},
+				},
+				Order:  0,
+				Status: types.TaskPending,
+			},
+			{
+				ID:           "task-002",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "experts.text-writer",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Write a short greeting message"},
+				},
+				ExpectedOutput: "A greeting message",
+				Order:          1,
+				Status:         types.TaskPending,
+			},
+			{
+				ID:           "task-003",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "experts.text-writer",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Write a farewell message"},
+				},
+				ExpectedOutput: "A farewell message",
+				Order:          2,
+				Status:         types.TaskPending,
+			},
+		}
+
+		// Enable ContinueOnFailure
+		config := standard.DefaultRunConfig()
+		config.ContinueOnFailure = true
+
+		e := standard.New()
+		err := e.RunExecution(ctx, exec, config)
+
+		// Should NOT return error when ContinueOnFailure is true
+		assert.NoError(t, err)
+
+		// All tasks should have results
+		assert.Len(t, exec.Results, 3)
+
+		// First task failed
+		assert.Equal(t, types.TaskFailed, exec.Tasks[0].Status)
+		assert.False(t, exec.Results[0].Success)
+
+		// Second and third tasks should have executed and completed
+		assert.Equal(t, types.TaskCompleted, exec.Tasks[1].Status)
+		assert.True(t, exec.Results[1].Success)
+
+		assert.Equal(t, types.TaskCompleted, exec.Tasks[2].Status)
+		assert.True(t, exec.Results[2].Success)
+
+		t.Logf("Task 1 (failed): %v", exec.Results[0].Error)
+		t.Logf("Task 2 (success): %v", exec.Results[1].Output)
+		t.Logf("Task 3 (success): %v", exec.Results[2].Output)
+	})
+
+	t.Run("multiple failures with ContinueOnFailure", func(t *testing.T) {
+		robot := createRunTestRobot(t)
+		exec := createRunTestExecution(robot)
+
+		// Mix of failing and succeeding tasks
+		exec.Tasks = []types.Task{
+			{
+				ID:           "task-001",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "non.existent.assistant.1",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Fail 1"},
+				},
+				Order:  0,
+				Status: types.TaskPending,
+			},
+			{
+				ID:           "task-002",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "experts.text-writer",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Say hello"},
+				},
+				Order:  1,
+				Status: types.TaskPending,
+			},
+			{
+				ID:           "task-003",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "non.existent.assistant.2",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Fail 2"},
+				},
+				Order:  2,
+				Status: types.TaskPending,
+			},
+			{
+				ID:           "task-004",
+				ExecutorType: types.ExecutorAssistant,
+				ExecutorID:   "experts.text-writer",
+				Messages: []agentcontext.Message{
+					{Role: agentcontext.RoleUser, Content: "Say goodbye"},
+				},
+				Order:  3,
+				Status: types.TaskPending,
+			},
+		}
+
+		config := standard.DefaultRunConfig()
+		config.ContinueOnFailure = true
+
+		e := standard.New()
+		err := e.RunExecution(ctx, exec, config)
+
+		assert.NoError(t, err)
+		assert.Len(t, exec.Results, 4)
+
+		// Check status pattern: fail, success, fail, success
+		assert.Equal(t, types.TaskFailed, exec.Tasks[0].Status)
+		assert.Equal(t, types.TaskCompleted, exec.Tasks[1].Status)
+		assert.Equal(t, types.TaskFailed, exec.Tasks[2].Status)
+		assert.Equal(t, types.TaskCompleted, exec.Tasks[3].Status)
+
+		// Count successes and failures
+		successCount := 0
+		failCount := 0
+		for _, result := range exec.Results {
+			if result.Success {
+				successCount++
+			} else {
+				failCount++
+			}
+		}
+		assert.Equal(t, 2, successCount)
+		assert.Equal(t, 2, failCount)
+	})
+}
+
 func TestRunExecutionValidation(t *testing.T) {
 	if testing.Short() {
 		t.Skip("Skipping integration test")