diff --git a/internal/multiagent/eino_agentic_stream_block_index_repair.go b/internal/multiagent/eino_agentic_stream_block_index_repair.go
new file mode 100644
index 000000000..51da4eb03
--- /dev/null
+++ b/internal/multiagent/eino_agentic_stream_block_index_repair.go
@@ -0,0 +1,127 @@
+package multiagent
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/cloudwego/eino/components/model"
+	"github.com/cloudwego/eino/schema"
+)
+
+// agenticStreamBlockIndexRepairModel repairs StreamingMeta index collisions on
+// the agentic streaming path. Some providers (observed: Cloudflare Workers AI
+// gateways) interleave whitespace text chunks between parallel tool-call
+// chunks in one SSE stream. The chunk converter in eino-ext acl/openai then
+// assigns the text chunk the same StreamingMeta.Index as the preceding
+// tool-call block, because it only tracks content-type transitions and does
+// not account for tool calls having started. schema.ConcatAgenticMessages
+// groups blocks by that index and fails with "content block type mismatch";
+// the ADK retry checker swallows that error and sees a nil message, which
+// surfaces as a misleading empty-model-output rejection and an endless
+// deterministic retry loop.
+//
+// The wrapper keeps valid streams untouched. When a block's index was already
+// used by a block of a different kind (tool call vs. text/reasoning), the
+// block is moved to a fresh index so every concat group stays single-typed.
+type agenticStreamBlockIndexRepairModel struct {
+	base model.AgenticModel
+}
+
+func newAgenticStreamBlockIndexRepairModel(base model.AgenticModel) model.AgenticModel {
+	if base == nil {
+		return nil
+	}
+	return &agenticStreamBlockIndexRepairModel{base: base}
+}
+
+func (m *agenticStreamBlockIndexRepairModel) Generate(
+	ctx context.Context,
+	input []*schema.AgenticMessage,
+	opts ...model.Option,
+) (*schema.AgenticMessage, error) {
+	return m.base.Generate(ctx, input, opts...)
+}
+
+func (m *agenticStreamBlockIndexRepairModel) Stream(
+	ctx context.Context,
+	input []*schema.AgenticMessage,
+	opts ...model.Option,
+) (*schema.StreamReader[*schema.AgenticMessage], error) {
+	stream, err := m.base.Stream(ctx, input, opts...)
+	if err != nil {
+		return nil, err
+	}
+	state := newAgenticBlockIndexRepairState()
+	return schema.StreamReaderWithConvert(stream, state.repairMessage), nil
+}
+
+type agenticBlockIndexRepairState struct {
+	kindByIndex map[int]string // first-seen block kind per original converter index
+	reassigned  map[string]int // "idx|kind" of colliding blocks -> reassigned index
+	nextFree    int            // reassigned indices count down from -1 so they can
+	// never collide with converter-assigned indices (>= 0) that appear later in
+	// the stream. All chunks of the same colliding (idx, kind) pair share one
+	// reassigned index, so they still merge into a single block. Reassigned
+	// blocks sort before index 0 in the final message; block content is fully
+	// preserved and only the position of stray interleaved text moves.
+}
+
+func newAgenticBlockIndexRepairState() *agenticBlockIndexRepairState {
+	return &agenticBlockIndexRepairState{
+		kindByIndex: make(map[int]string),
+		reassigned:  make(map[string]int),
+		nextFree:    -1,
+	}
+}
+
+func agenticBlockKind(block *schema.ContentBlock) string {
+	if block != nil && block.FunctionToolCall != nil {
+		return "tool"
+	}
+	return "content"
+}
+
+func (s *agenticBlockIndexRepairState) repairMessage(msg *schema.AgenticMessage) (*schema.AgenticMessage, error) {
+	if msg == nil || len(msg.ContentBlocks) == 0 {
+		return msg, nil
+	}
+	var out *schema.AgenticMessage
+	for i, block := range msg.ContentBlocks {
+		if block == nil || block.StreamingMeta == nil {
+			continue
+		}
+		idx := block.StreamingMeta.Index
+		kind := agenticBlockKind(block)
+		prev, seen := s.kindByIndex[idx]
+		if !seen {
+			s.kindByIndex[idx] = kind
+			continue
+		}
+		if prev == kind {
+			continue
+		}
+		// Index collision across block kinds: reassign a fresh (negative) index
+		// so ConcatAgenticMessages never groups mismatched block types.
+		key := fmt.Sprintf("%d|%s", idx, kind)
+		newIdx, ok := s.reassigned[key]
+		if !ok {
+			newIdx = s.nextFree
+			s.nextFree--
+			s.reassigned[key] = newIdx
+		}
+		if out == nil {
+			cp := *msg
+			cp.ContentBlocks = append([]*schema.ContentBlock(nil), msg.ContentBlocks...)
+			out = &cp
+		}
+		newBlock := *block
+		newMeta := *block.StreamingMeta
+		newMeta.Index = newIdx
+		newBlock.StreamingMeta = &newMeta
+		out.ContentBlocks[i] = &newBlock
+	}
+	if out != nil {
+		return out, nil
+	}
+	return msg, nil
+}
diff --git a/internal/multiagent/eino_agentic_stream_block_index_repair_test.go b/internal/multiagent/eino_agentic_stream_block_index_repair_test.go
new file mode 100644
index 000000000..67bd471cc
--- /dev/null
+++ b/internal/multiagent/eino_agentic_stream_block_index_repair_test.go
@@ -0,0 +1,133 @@
+package multiagent
+
+import (
+	"context"
+	"io"
+	"testing"
+
+	"github.com/cloudwego/eino/components/model"
+	"github.com/cloudwego/eino/schema"
+)
+
+// agenticBlockIndexFakeModel replays a fixed frame sequence, mimicking a
+// provider stream that interleaves a whitespace text chunk between two
+// parallel tool-call blocks (observed on Cloudflare Workers AI gateways).
+type agenticBlockIndexFakeModel struct {
+	frames []*schema.AgenticMessage
+}
+
+func (m *agenticBlockIndexFakeModel) Generate(_ context.Context, _ []*schema.AgenticMessage, _ ...model.Option) (*schema.AgenticMessage, error) {
+	return schema.ConcatAgenticMessages(m.frames)
+}
+
+func (m *agenticBlockIndexFakeModel) Stream(_ context.Context, _ []*schema.AgenticMessage, _ ...model.Option) (*schema.StreamReader[*schema.AgenticMessage], error) {
+	sr, sw := schema.Pipe[*schema.AgenticMessage](len(m.frames) + 1)
+	go func() {
+		for _, f := range m.frames {
+			sw.Send(f, nil)
+		}
+		sw.Close()
+	}()
+	return sr, nil
+}
+
+func streamBlock(idx int, block *schema.ContentBlock) *schema.AgenticMessage {
+	block.StreamingMeta = &schema.StreamingMeta{Index: idx}
+	return &schema.AgenticMessage{
+		Role:          schema.AgenticRoleTypeAssistant,
+		ContentBlocks: []*schema.ContentBlock{block},
+	}
+}
+
+func TestAgenticStreamBlockIndexRepair_InterleavedTextBetweenToolCalls(t *testing.T) {
+	// Converter output for: text -> tool call 1 -> interleaved "\n" text -> tool call 2.
+	// The interleaved text wrongly shares index 1 with tool call 1.
+	frames := []*schema.AgenticMessage{
+		streamBlock(0, schema.NewContentBlock(&schema.AssistantGenText{Text: "\n\n"})),
+		streamBlock(1, schema.NewContentBlock(&schema.FunctionToolCall{CallID: "call_1", Name: "exec", Arguments: ""})),
+		streamBlock(1, schema.NewContentBlock(&schema.FunctionToolCall{Arguments: `{"command": "whoami"}`})),
+		streamBlock(1, schema.NewContentBlock(&schema.AssistantGenText{Text: "\n"})),
+		streamBlock(2, schema.NewContentBlock(&schema.FunctionToolCall{CallID: "call_2", Name: "exec", Arguments: ""})),
+		streamBlock(2, schema.NewContentBlock(&schema.FunctionToolCall{Arguments: `{"command": "id"}`})),
+	}
+
+	if _, err := schema.ConcatAgenticMessages(frames); err == nil {
+		t.Fatal("precondition failed: broken frames should fail ConcatAgenticMessages")
+	}
+
+	repaired := newAgenticStreamBlockIndexRepairModel(&agenticBlockIndexFakeModel{frames: frames})
+	sr, err := repaired.Stream(context.Background(), nil)
+	if err != nil {
+		t.Fatalf("Stream: %v", err)
+	}
+	var got []*schema.AgenticMessage
+	for {
+		frame, rerr := sr.Recv()
+		if rerr == io.EOF {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("Recv: %v", rerr)
+		}
+		got = append(got, frame)
+	}
+
+	msg, err := schema.ConcatAgenticMessages(got)
+	if err != nil {
+		t.Fatalf("ConcatAgenticMessages after repair: %v", err)
+	}
+	if msg == nil {
+		t.Fatal("aggregated message is nil after repair")
+	}
+	var toolCalls int
+	var text string
+	for _, b := range msg.ContentBlocks {
+		if b.FunctionToolCall != nil {
+			toolCalls++
+		}
+		if b.AssistantGenText != nil {
+			text += b.AssistantGenText.Text
+		}
+	}
+	if toolCalls != 2 {
+		t.Fatalf("expected 2 tool calls, got %d", toolCalls)
+	}
+	if text != "\n\n\n" {
+		t.Fatalf("expected concatenated text %q, got %q", "\n\n\n", text)
+	}
+}
+
+func TestAgenticStreamBlockIndexRepair_ValidStreamUntouched(t *testing.T) {
+	frames := []*schema.AgenticMessage{
+		streamBlock(0, schema.NewContentBlock(&schema.Reasoning{Text: "思考"})),
+		streamBlock(1, schema.NewContentBlock(&schema.AssistantGenText{Text: "你好"})),
+		streamBlock(1, schema.NewContentBlock(&schema.AssistantGenText{Text: "世界"})),
+	}
+	repaired := newAgenticStreamBlockIndexRepairModel(&agenticBlockIndexFakeModel{frames: frames})
+	sr, err := repaired.Stream(context.Background(), nil)
+	if err != nil {
+		t.Fatalf("Stream: %v", err)
+	}
+	var got []*schema.AgenticMessage
+	for {
+		frame, rerr := sr.Recv()
+		if rerr == io.EOF {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("Recv: %v", rerr)
+		}
+		got = append(got, frame)
+	}
+	for i, frame := range got {
+		for j, b := range frame.ContentBlocks {
+			if b.StreamingMeta == nil || frames[i].ContentBlocks[j].StreamingMeta == nil {
+				continue
+			}
+			if b.StreamingMeta.Index != frames[i].ContentBlocks[j].StreamingMeta.Index {
+				t.Fatalf("frame %d block %d index changed: %d -> %d", i, j,
+					frames[i].ContentBlocks[j].StreamingMeta.Index, b.StreamingMeta.Index)
+			}
+		}
+	}
+}
diff --git a/internal/multiagent/eino_model_resilience.go b/internal/multiagent/eino_model_resilience.go
index 4725a3390..c1a0064c2 100644
--- a/internal/multiagent/eino_model_resilience.go
+++ b/internal/multiagent/eino_model_resilience.go
@@ -102,7 +102,11 @@ func newEinoAgenticChatModelFactory(
 			return nil, fmt.Errorf("eino agentic model: provider %q is not supported", strings.TrimSpace(oa.Provider))
 		}
 		if isEinoAgenticClaudeProvider(oa.Provider) {
-			return newEinoClaudeAgenticChatModel(ctx, oa, mode, baseHTTPClient, reasoningClient)
+			nativeModel, err := newEinoClaudeAgenticChatModel(ctx, oa, mode, baseHTTPClient, reasoningClient)
+			if err != nil {
+				return nil, err
+			}
+			return newAgenticStreamBlockIndexRepairModel(nativeModel), nil
 		}
 		httpClient := openai.NewEinoHTTPClient(&oa, baseHTTPClient)
 		openai.AttachSummarizationDiagTransport(httpClient, logger)
@@ -118,7 +122,11 @@ func newEinoAgenticChatModelFactory(
 		if mode == einoModelModePlanner {
 			modelCfg.ExtraFields = reasoning.AgenticOpenAIPlannerExtraFields(&oa)
 		}
-		return agenticopenai.NewChatModel(ctx, modelCfg)
+		chatModel, err := agenticopenai.NewChatModel(ctx, modelCfg)
+		if err != nil {
+			return nil, err
+		}
+		return newAgenticStreamBlockIndexRepairModel(chatModel), nil
 	}
 }
 
diff --git a/internal/multiagent/eino_model_resilience_test.go b/internal/multiagent/eino_model_resilience_test.go
index 8f7f51089..b5950da87 100644
--- a/internal/multiagent/eino_model_resilience_test.go
+++ b/internal/multiagent/eino_model_resilience_test.go
@@ -8,7 +8,6 @@ import (
 
 	"cyberstrike-ai/internal/config"
 
-	agenticclaude "github.com/cloudwego/eino-ext/components/model/agenticclaude"
 	"github.com/cloudwego/eino/adk"
 	"github.com/cloudwego/eino/components/model"
 	"github.com/cloudwego/eino/schema"
@@ -354,8 +353,8 @@ func TestNewEinoAgenticChatModelFactoryBuildsNativeClaudeBackend(t *testing.T) {
 	if m == nil {
 		t.Fatal("claude agentic factory returned nil model")
 	}
-	if _, ok := m.(*agenticclaude.Model); !ok {
-		t.Fatalf("claude agentic factory returned %T, want native agenticclaude.Model", m)
+	if _, ok := m.(*agenticStreamBlockIndexRepairModel); !ok {
+		t.Fatalf("claude agentic factory returned %T, want block-index-repair wrapper around native agenticclaude.Model", m)
 	}
 	gate := evaluateEinoAgenticModelGate(agenticModelGateFactory(factory, config.OpenAIConfig{
 		Provider: "claude",