diff --git a/README.MD b/README.MD
index 6b9383a..636e693 100644
--- a/README.MD
+++ b/README.MD
@@ -363,6 +363,8 @@ cp opencode.json.example opencode.json
 3. 未在 `tools` 声明中的工具名会被严格拒绝，不会下发为有效 tool call
 4. `responses` 支持并执行 `tool_choice`（`auto`/`none`/`required`/强制函数）；`required` 违规时非流式返回 `422`，流式返回 `response.failed`
 5. 仅在通过策略校验后才会发出有效工具调用事件，避免错误工具名进入客户端执行链
+6. strict 模式下采用“可解析即拦截”：即使 tool JSON 前后混有 prose，只要结构可提取仍会拦截 tool_calls，剩余文本继续透传
+7. 当参数字符串无法可靠修复为对象时，会保留 `{"_raw":"..."}` 回退，避免 silent corruption
 
 ## 本地开发抓包工具
 
diff --git a/TESTING.md b/TESTING.md
index 8d1a309..bf821fe 100644
--- a/TESTING.md
+++ b/TESTING.md
@@ -200,6 +200,13 @@ go test -v -run 'TestParseToolCalls|TestRepair' ./internal/util/
 # 2. 查看测试输出中的详细调试信息
 go test -v -run TestParseToolCallsWithDeepSeekHallucination ./internal/util/ 2>&1
 
+# 2.1 strict 模式（Go/JS）语义对齐检查：混合 prose + tool JSON 仍可拦截
+node --test tests/node/stream-tool-sieve.test.js
+
+# 2.2 Windows 路径与文本换行语义回归
+go test -v -run TestParseToolCallsWithInvalidBackslashes ./internal/util/
+go test -v -run TestParseToolCallsWithPathEscapesAndTextNewlines ./internal/util/
+
 # 3. 检查具体测试用例的修复效果
 # 测试用例位于 internal/util/toolcalls_test.go，包含：
 # - TestParseToolCallsWithDeepSeekHallucination: DeepSeek 典型幻觉输出
diff --git a/internal/util/toolcalls_parse.go b/internal/util/toolcalls_parse.go
index 726009c..82bb079 100644
--- a/internal/util/toolcalls_parse.go
+++ b/internal/util/toolcalls_parse.go
@@ -83,31 +83,26 @@ func ParseStandaloneToolCallsDetailed(text string, availableToolNames []string)
 		return result
 	}
 	result.SawToolCallSyntax = looksLikeToolCallSyntax(trimmed)
-	candidates := []string{trimmed}
-	for _, candidate := range candidates {
-		candidate = strings.TrimSpace(candidate)
-		if candidate == "" {
-			continue
-		}
-		parsed := parseToolCallsPayload(candidate)
-		if len(parsed) == 0 {
-			parsed = parseXMLToolCalls(candidate)
-		}
-		if len(parsed) == 0 {
-			parsed = parseMarkupToolCalls(candidate)
-		}
-		if len(parsed) == 0 {
-			parsed = parseTextKVToolCalls(candidate)
-		}
-		if len(parsed) > 0 {
-			result.SawToolCallSyntax = true
-			calls, rejectedNames := filterToolCallsDetailed(parsed, availableToolNames)
-			result.Calls = calls
-			result.RejectedToolNames = rejectedNames
-			result.RejectedByPolicy = len(rejectedNames) > 0 && len(calls) == 0
-			return result
-		}
+
+	parsed := parseToolCallsPayload(trimmed)
+	if len(parsed) == 0 {
+		parsed = parseXMLToolCalls(trimmed)
 	}
+	if len(parsed) == 0 {
+		parsed = parseMarkupToolCalls(trimmed)
+	}
+	if len(parsed) == 0 {
+		parsed = parseTextKVToolCalls(trimmed)
+	}
+	if len(parsed) == 0 {
+		return result
+	}
+
+	result.SawToolCallSyntax = true
+	calls, rejectedNames := filterToolCallsDetailed(parsed, availableToolNames)
+	result.Calls = calls
+	result.RejectedToolNames = rejectedNames
+	result.RejectedByPolicy = len(rejectedNames) > 0 && len(calls) == 0
 	return result
 }
 
@@ -140,6 +135,7 @@ func filterToolCallsDetailed(parsed []ParsedToolCall, availableToolNames []strin
 		}
 		return nil, rejected
 	}
+
 	out := make([]ParsedToolCall, 0, len(parsed))
 	rejectedSet := map[string]struct{}{}
 	rejected := make([]string, 0)
@@ -168,31 +164,6 @@ func resolveAllowedToolName(name string, allowed map[string]struct{}, allowedCan
 	return resolveAllowedToolNameWithLooseMatch(name, allowed, allowedCanonical)
 }
 
-func parseToolCallsPayload(payload string) []ParsedToolCall {
-	var decoded any
-	if err := json.Unmarshal([]byte(payload), &decoded); err != nil {
-		// Try to repair backslashes first! Because LLMs often mix these two problems.
-		repaired := repairInvalidJSONBackslashes(payload)
-		// Try loose repair on top of that
-		repaired = RepairLooseJSON(repaired)
-		if err := json.Unmarshal([]byte(repaired), &decoded); err != nil {
-			return nil
-		}
-	}
-	switch v := decoded.(type) {
-	case map[string]any:
-		if tc, ok := v["tool_calls"]; ok {
-			return parseToolCallList(tc)
-		}
-		if parsed, ok := parseToolCallItem(v); ok {
-			return []ParsedToolCall{parsed}
-		}
-	case []any:
-		return parseToolCallList(v)
-	}
-	return nil
-}
-
 func looksLikeToolCallSyntax(text string) bool {
 	lower := strings.ToLower(text)
 	return strings.Contains(lower, "tool_calls") ||
diff --git a/internal/util/toolcalls_parse_payload.go b/internal/util/toolcalls_parse_payload.go
new file mode 100644
index 0000000..5534e10
--- /dev/null
+++ b/internal/util/toolcalls_parse_payload.go
@@ -0,0 +1,185 @@
+package util
+
+import (
+	"encoding/json"
+	"strings"
+)
+
+func parseToolCallsPayload(payload string) []ParsedToolCall {
+	var decoded any
+	if err := json.Unmarshal([]byte(payload), &decoded); err != nil {
+		repaired := repairInvalidJSONBackslashesWithPathContext(payload)
+		repaired = RepairLooseJSON(repaired)
+		if err := json.Unmarshal([]byte(repaired), &decoded); err != nil {
+			return nil
+		}
+	}
+
+	switch v := decoded.(type) {
+	case map[string]any:
+		if tc, ok := v["tool_calls"]; ok {
+			return parseToolCallList(tc)
+		}
+		if parsed, ok := parseToolCallItem(v); ok {
+			return []ParsedToolCall{parsed}
+		}
+	case []any:
+		return parseToolCallList(v)
+	}
+	return nil
+}
+
+func parseToolCallList(v any) []ParsedToolCall {
+	items, ok := v.([]any)
+	if !ok {
+		return nil
+	}
+	out := make([]ParsedToolCall, 0, len(items))
+	for _, item := range items {
+		m, ok := item.(map[string]any)
+		if !ok {
+			continue
+		}
+		if tc, ok := parseToolCallItem(m); ok {
+			out = append(out, tc)
+		}
+	}
+	if len(out) == 0 {
+		return nil
+	}
+	return out
+}
+
+func parseToolCallItem(m map[string]any) (ParsedToolCall, bool) {
+	name, _ := m["name"].(string)
+	inputRaw, hasInput := m["input"]
+
+	if fn, ok := m["function"].(map[string]any); ok {
+		if name == "" {
+			name, _ = fn["name"].(string)
+		}
+		if !hasInput {
+			if v, ok := fn["arguments"]; ok {
+				inputRaw = v
+				hasInput = true
+			}
+		}
+	}
+	if !hasInput {
+		for _, key := range []string{"arguments", "args", "parameters", "params"} {
+			if v, ok := m[key]; ok {
+				inputRaw = v
+				hasInput = true
+				break
+			}
+		}
+	}
+	if strings.TrimSpace(name) == "" {
+		return ParsedToolCall{}, false
+	}
+	return ParsedToolCall{
+		Name:  strings.TrimSpace(name),
+		Input: parseToolCallInput(inputRaw),
+	}, true
+}
+
+func parseToolCallInput(v any) map[string]any {
+	switch x := v.(type) {
+	case nil:
+		return map[string]any{}
+	case map[string]any:
+		return x
+	case string:
+		raw := strings.TrimSpace(x)
+		if raw == "" {
+			return map[string]any{}
+		}
+
+		if parsed := decodeJSONObject(raw); parsed != nil {
+			if hasSuspiciousPathControlChars(parsed) {
+				repaired := repairInvalidJSONBackslashesWithPathContext(raw)
+				if repaired != raw {
+					if reparsed := decodeJSONObject(repaired); reparsed != nil {
+						return reparsed
+					}
+				}
+			}
+			return parsed
+		}
+
+		repaired := repairInvalidJSONBackslashesWithPathContext(raw)
+		if repaired != raw {
+			if reparsed := decodeJSONObject(repaired); reparsed != nil {
+				return reparsed
+			}
+		}
+
+		repairedLoose := RepairLooseJSON(raw)
+		if repairedLoose != raw {
+			if reparsed := decodeJSONObject(repairedLoose); reparsed != nil {
+				return reparsed
+			}
+		}
+		return map[string]any{"_raw": raw}
+	default:
+		b, err := json.Marshal(x)
+		if err != nil {
+			return map[string]any{}
+		}
+		var parsed map[string]any
+		if err := json.Unmarshal(b, &parsed); err == nil && parsed != nil {
+			return parsed
+		}
+		return map[string]any{}
+	}
+}
+
+func decodeJSONObject(raw string) map[string]any {
+	var parsed map[string]any
+	if err := json.Unmarshal([]byte(raw), &parsed); err == nil && parsed != nil {
+		return parsed
+	}
+	return nil
+}
+
+func hasSuspiciousPathControlChars(v any) bool {
+	switch x := v.(type) {
+	case map[string]any:
+		for key, value := range x {
+			if isPathLikeKey(key) && hasControlCharsInString(value) {
+				return true
+			}
+			if hasSuspiciousPathControlChars(value) {
+				return true
+			}
+		}
+	case []any:
+		for _, item := range x {
+			if hasSuspiciousPathControlChars(item) {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+func isPathLikeKey(key string) bool {
+	lower := strings.ToLower(strings.TrimSpace(key))
+	if lower == "" {
+		return false
+	}
+	for _, candidate := range []string{"path", "file", "filepath", "filename", "cwd", "dir", "directory"} {
+		if lower == candidate || strings.HasSuffix(lower, "_"+candidate) || strings.HasSuffix(lower, candidate+"_path") {
+			return true
+		}
+	}
+	return false
+}
+
+func hasControlCharsInString(v any) bool {
+	s, ok := v.(string)
+	if !ok {
+		return false
+	}
+	return strings.ContainsAny(s, "\n\r\t")
+}
diff --git a/internal/util/toolcalls_repair.go b/internal/util/toolcalls_repair.go
new file mode 100644
index 0000000..185cb45
--- /dev/null
+++ b/internal/util/toolcalls_repair.go
@@ -0,0 +1,276 @@
+package util
+
+import (
+	"regexp"
+	"strings"
+)
+
+var unquotedKeyPattern = regexp.MustCompile(`([{,]\s*)([a-zA-Z_][a-zA-Z0-9_]*)\s*:`)
+
+// fallback pattern for shallow objects; scanner-based repair runs first.
+var missingArrayBracketsPattern = regexp.MustCompile(`(:\s*)(\{(?:[^{}]|\{[^{}]*\})*\}(?:\s*,\s*\{(?:[^{}]|\{[^{}]*\})*\})+)`)
+
+func repairInvalidJSONBackslashes(s string) string {
+	return repairInvalidJSONBackslashesWithPathContext(s)
+}
+
+func repairInvalidJSONBackslashesWithPathContext(s string) string {
+	if !strings.Contains(s, "\\") {
+		return s
+	}
+	var out strings.Builder
+	out.Grow(len(s) + 10)
+
+	runes := []rune(s)
+	pathKeyContext := buildPathKeyStringMask(runes)
+	inString := false
+	escaped := false
+	stringStart := -1
+
+	for i := 0; i < len(runes); i++ {
+		r := runes[i]
+		if r == '"' && !escaped {
+			inString = !inString
+			if inString {
+				stringStart = i
+			} else {
+				stringStart = -1
+			}
+			out.WriteRune(r)
+			escaped = false
+			continue
+		}
+		if r == '\\' && inString {
+			if i+1 < len(runes) {
+				next := runes[i+1]
+				if next == 'u' {
+					if i+5 < len(runes) && isHex4(runes[i+2:i+6]) {
+						out.WriteRune('\\')
+						out.WriteRune('u')
+						for _, hx := range runes[i+2 : i+6] {
+							out.WriteRune(hx)
+						}
+						i += 5
+						escaped = false
+						continue
+					}
+				} else if shouldKeepEscape(next, pathKeyContext[stringStart]) {
+					out.WriteRune('\\')
+					out.WriteRune(next)
+					i++
+					escaped = false
+					continue
+				}
+			}
+			out.WriteString("\\\\")
+			escaped = false
+			continue
+		}
+		out.WriteRune(r)
+		escaped = r == '\\' && !escaped
+		if r != '\\' {
+			escaped = false
+		}
+	}
+	return out.String()
+}
+
+func shouldKeepEscape(next rune, inPathContext bool) bool {
+	switch next {
+	case '"', '\\', '/', 'b', 'f':
+		return true
+	case 'n', 'r', 't':
+		return !inPathContext
+	case 'u':
+		return true
+	default:
+		return false
+	}
+}
+
+func buildPathKeyStringMask(runes []rune) map[int]bool {
+	mask := map[int]bool{}
+	inString := false
+	escaped := false
+	stringStart := -1
+	var lastKey string
+
+	for i := 0; i < len(runes); i++ {
+		r := runes[i]
+		if !inString {
+			if r == '"' {
+				inString = true
+				stringStart = i
+			}
+			continue
+		}
+		if escaped {
+			escaped = false
+			continue
+		}
+		if r == '\\' {
+			escaped = true
+			continue
+		}
+		if r != '"' {
+			continue
+		}
+
+		value := string(runes[stringStart+1 : i])
+		j := i + 1
+		for j < len(runes) && (runes[j] == ' ' || runes[j] == '\n' || runes[j] == '\r' || runes[j] == '\t') {
+			j++
+		}
+		if j < len(runes) && runes[j] == ':' {
+			lastKey = strings.ToLower(strings.TrimSpace(value))
+		} else if isPathLikeKey(lastKey) {
+			mask[stringStart] = true
+		}
+
+		inString = false
+		stringStart = -1
+	}
+	return mask
+}
+
+func RepairLooseJSON(s string) string {
+	s = strings.TrimSpace(s)
+	if s == "" {
+		return s
+	}
+	s = unquotedKeyPattern.ReplaceAllString(s, `$1"$2":`)
+	s = repairMissingArrayBracketsByScanner(s)
+	return missingArrayBracketsPattern.ReplaceAllString(s, `$1[$2]`)
+}
+
+func repairMissingArrayBracketsByScanner(s string) string {
+	const maxScanLen = 200_000
+	if len(s) == 0 || len(s) > maxScanLen {
+		return s
+	}
+
+	var out strings.Builder
+	out.Grow(len(s) + 8)
+	i := 0
+	for i < len(s) {
+		if s[i] != ':' {
+			out.WriteByte(s[i])
+			i++
+			continue
+		}
+		out.WriteByte(':')
+		i++
+		for i < len(s) && isJSONWhitespace(s[i]) {
+			out.WriteByte(s[i])
+			i++
+		}
+		if i >= len(s) || s[i] != '{' {
+			continue
+		}
+
+		start := i
+		end := scanJSONObjectEnd(s, start)
+		if end < 0 {
+			out.WriteString(s[start:])
+			break
+		}
+		cursor := end
+		next := skipJSONWhitespace(s, cursor)
+		if next >= len(s) || s[next] != ',' {
+			out.WriteString(s[start:end])
+			i = end
+			continue
+		}
+
+		seqEnd := end
+		hasMultiple := false
+		for {
+			comma := skipJSONWhitespace(s, seqEnd)
+			if comma >= len(s) || s[comma] != ',' {
+				break
+			}
+			objStart := skipJSONWhitespace(s, comma+1)
+			if objStart >= len(s) || s[objStart] != '{' {
+				break
+			}
+			objEnd := scanJSONObjectEnd(s, objStart)
+			if objEnd < 0 {
+				break
+			}
+			hasMultiple = true
+			seqEnd = objEnd
+		}
+		if !hasMultiple {
+			out.WriteString(s[start:end])
+			i = end
+			continue
+		}
+
+		out.WriteByte('[')
+		out.WriteString(s[start:seqEnd])
+		out.WriteByte(']')
+		i = seqEnd
+	}
+	return out.String()
+}
+
+func scanJSONObjectEnd(s string, start int) int {
+	depth := 0
+	inString := false
+	escaped := false
+	for i := start; i < len(s); i++ {
+		c := s[i]
+		if inString {
+			if escaped {
+				escaped = false
+				continue
+			}
+			if c == '\\' {
+				escaped = true
+				continue
+			}
+			if c == '"' {
+				inString = false
+			}
+			continue
+		}
+		if c == '"' {
+			inString = true
+			continue
+		}
+		if c == '{' {
+			depth++
+			continue
+		}
+		if c == '}' {
+			depth--
+			if depth == 0 {
+				return i + 1
+			}
+		}
+	}
+	return -1
+}
+
+func skipJSONWhitespace(s string, i int) int {
+	for i < len(s) && isJSONWhitespace(s[i]) {
+		i++
+	}
+	return i
+}
+
+func isJSONWhitespace(b byte) bool {
+	return b == ' ' || b == '\n' || b == '\r' || b == '\t'
+}
+
+func isHex4(seq []rune) bool {
+	if len(seq) != 4 {
+		return false
+	}
+	for _, r := range seq {
+		if !((r >= '0' && r <= '9') || (r >= 'a' && r <= 'f') || (r >= 'A' && r <= 'F')) {
+			return false
+		}
+	}
+	return true
+}
diff --git a/internal/util/toolcalls_test.go b/internal/util/toolcalls_test.go
index e3fae5d..10458df 100644
--- a/internal/util/toolcalls_test.go
+++ b/internal/util/toolcalls_test.go
@@ -288,7 +288,7 @@ func TestRepairInvalidJSONBackslashes(t *testing.T) {
 		input    string
 		expected string
 	}{
-		{`{"path": "C:\Users\name"}`, `{"path": "C:\\Users\name"}`},
+		{`{"path": "C:\Users\name"}`, `{"path": "C:\\Users\\name"}`},
 		{`{"cmd": "cd D:\git_codes"}`, `{"cmd": "cd D:\\git_codes"}`},
 		{`{"text": "line1\nline2"}`, `{"text": "line1\nline2"}`},
 		{`{"path": "D:\\back\\slash"}`, `{"path": "D:\\back\\slash"}`},
@@ -419,9 +419,29 @@ func TestParseToolCallsWithMixedWindowsPaths(t *testing.T) {
 	}
 }
 
+func TestParseToolCallsWithPathEscapesAndTextNewlines(t *testing.T) {
+	text := `{"name":"write_file","input":"{\"content\":\"line1\\nline2\",\"path\":\"D:\\tmp\\a.txt\"}"}`
+	availableTools := []string{"write_file"}
+	parsed := ParseToolCalls(text, availableTools)
+	if len(parsed) != 1 {
+		t.Fatalf("expected 1 parsed tool call, got %d", len(parsed))
+	}
+
+	content, _ := parsed[0].Input["content"].(string)
+	path, _ := parsed[0].Input["path"].(string)
+	if !strings.Contains(content, "line1\nline2") {
+		t.Fatalf("expected content to preserve newline semantics, got %q", content)
+	}
+	if strings.ContainsAny(path, "\n\r\t") {
+		t.Fatalf("expected path to avoid control chars, got %q", path)
+	}
+	if !strings.Contains(path, `D:\tmp\a.txt`) {
+		t.Fatalf("expected path with literal backslashes, got %q", path)
+	}
+}
+
 func TestRepairLooseJSONWithNestedObjects(t *testing.T) {
-	// 测试嵌套对象的修复：DeepSeek 幻觉输出，每个元素内部包含嵌套 {}
-	// 注意：正则只支持单层嵌套，不支持更深层次的嵌套
+	// 覆盖深层嵌套对象的方括号修复，避免 regex 单层能力带来的漂移。
 	tests := []struct {
 		name     string
 		input    string
@@ -487,6 +507,11 @@ func TestRepairLooseJSONWithNestedObjects(t *testing.T) {
 			input:    `"tasks": {"id":1}, {"id":2}, {"id":3}, {"id":4}, {"id":5}`,
 			expected: `"tasks": [{"id":1}, {"id":2}, {"id":3}, {"id":4}, {"id":5}]`,
 		},
+		{
+			name:     "深层嵌套对象",
+			input:    `"todos": {"meta":{"a":{"b":1}},"content":"x"}, {"meta":{"a":{"b":2}},"content":"y"}`,
+			expected: `"todos": [{"meta":{"a":{"b":1}},"content":"x"}, {"meta":{"a":{"b":2}},"content":"y"}]`,
+		},
 	}
 
 	for _, tt := range tests {