diff --git a/crates/oxc_ast/src/ast/js.rs b/crates/oxc_ast/src/ast/js.rs
index dcbb06be853ef7..19f8120760fe2f 100644
--- a/crates/oxc_ast/src/ast/js.rs
+++ b/crates/oxc_ast/src/ast/js.rs
@@ -24,8 +24,8 @@ use super::{macros::inherit_variants, *};
 /// Represents the root of a JavaScript abstract syntax tree (AST), containing metadata about the source, directives, top-level statements, and scope information.
 #[ast(visit)]
 #[scope(
-    flags(ScopeFlags::Top),
-    strict_if(self.source_type.is_strict() || self.has_use_strict_directive()),
+    flags = ScopeFlags::Top,
+    strict_if = self.source_type.is_strict() || self.has_use_strict_directive(),
 )]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
@@ -1365,7 +1365,7 @@ pub struct TryStatement<'a> {
 /// }
 /// ```
 #[ast(visit)]
-#[scope(flags(ScopeFlags::CatchClause))]
+#[scope(flags = ScopeFlags::CatchClause)]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
 pub struct CatchClause<'a> {
@@ -1546,8 +1546,8 @@ pub struct BindingRestElement<'a> {
 #[ast(visit)]
 #[scope(
     // `flags` passed in to visitor via parameter defined by `#[visit(args(flags = ...))]` on parents
-    flags(flags),
-    strict_if(self.has_use_strict_directive()),
+    flags = flags,
+    strict_if = self.has_use_strict_directive(),
 )]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
@@ -1679,8 +1679,8 @@ pub struct FunctionBody<'a> {
 /// Arrow Function Definitions
 #[ast(visit)]
 #[scope(
-    flags(ScopeFlags::Function | ScopeFlags::Arrow),
-    strict_if(self.has_use_strict_directive()),
+    flags = ScopeFlags::Function | ScopeFlags::Arrow,
+    strict_if = self.has_use_strict_directive(),
 )]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
@@ -1711,7 +1711,7 @@ pub struct YieldExpression<'a> {
 
 /// Class Definitions
 #[ast(visit)]
-#[scope(flags(ScopeFlags::StrictMode))]
+#[scope(flags = ScopeFlags::StrictMode)]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
 pub struct Class<'a> {
@@ -2025,7 +2025,7 @@ pub struct PrivateIdentifier<'a> {
 /// }
 /// ```
 #[ast(visit)]
-#[scope(flags(ScopeFlags::ClassStaticBlock))]
+#[scope(flags = ScopeFlags::ClassStaticBlock)]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
 pub struct StaticBlock<'a> {
diff --git a/crates/oxc_ast/src/ast/ts.rs b/crates/oxc_ast/src/ast/ts.rs
index 21cc75e01faad7..dd6c8ce54e3e7e 100644
--- a/crates/oxc_ast/src/ast/ts.rs
+++ b/crates/oxc_ast/src/ast/ts.rs
@@ -1119,8 +1119,8 @@ pub enum TSTypePredicateName<'a> {
 /// * [TypeScript Handbook - Global Augmentation](https://www.typescriptlang.org/docs/handbook/declaration-merging.html#global-augmentation)
 #[ast(visit)]
 #[scope(
-    flags(ScopeFlags::TsModuleBlock),
-    strict_if(self.body.as_ref().is_some_and(TSModuleDeclarationBody::has_use_strict_directive)),
+    flags = ScopeFlags::TsModuleBlock,
+    strict_if = self.body.as_ref().is_some_and(TSModuleDeclarationBody::has_use_strict_directive),
 )]
 #[derive(Debug)]
 #[generate_derive(CloneIn, GetSpan, GetSpanMut, ContentEq, ESTree)]
diff --git a/crates/oxc_traverse/scripts/lib/parse.mjs b/crates/oxc_traverse/scripts/lib/parse.mjs
index bbc18358208bab..e537846b0a1e46 100644
--- a/crates/oxc_traverse/scripts/lib/parse.mjs
+++ b/crates/oxc_traverse/scripts/lib/parse.mjs
@@ -325,11 +325,11 @@ function parseScopeArgsStr(argsStr, args, position) {
 
   try {
     while (true) {
-      const [keyRaw] = matchAndConsume(/^([a-z_]+)\(/);
+      const [keyRaw] = matchAndConsume(/^([a-z_]+) *= */);
       const key = SCOPE_ARGS_KEYS[keyRaw];
       position.assert(key, `Unexpected scope macro arg: ${key}`);
 
-      let bracketCount = 1,
+      let bracketCount = 0,
         index = 0;
       for (; index < argsStr.length; index++) {
         const char = argsStr[index];
@@ -337,20 +337,23 @@ function parseScopeArgsStr(argsStr, args, position) {
           bracketCount++;
         } else if (char === ')') {
           bracketCount--;
-          if (bracketCount === 0) break;
+        } else if (char === ',' && bracketCount === 0) {
+          break;
         }
       }
       position.assert(bracketCount === 0);
 
       args[key] = argsStr.slice(0, index).trim();
-      argsStr = argsStr.slice(index + 1);
+      argsStr = argsStr.slice(index);
       if (argsStr === '') break;
 
-      matchAndConsume(/^ ?, ?/);
+      matchAndConsume(/^\s*,\s*/);
     }
   } catch (err) {
     position.throw(`Cannot parse scope args: '${argsStr}': ${err?.message || 'Unknown error'}`);
   }
 
+  console.log(args);
+
   return args;
 }
diff --git a/tasks/ast_tools/src/generators/visit.rs b/tasks/ast_tools/src/generators/visit.rs
index 404a3833b5f943..d71e23b390232b 100644
--- a/tasks/ast_tools/src/generators/visit.rs
+++ b/tasks/ast_tools/src/generators/visit.rs
@@ -4,7 +4,7 @@ use cow_utils::CowUtils;
 use oxc_index::IndexVec;
 use proc_macro2::TokenStream;
 use quote::{format_ident, quote, ToTokens};
-use syn::{parse_str, punctuated::Punctuated, token::Comma, Expr, Ident, Meta, MetaList};
+use syn::{parse_str, punctuated::Punctuated, token::Comma, Expr, Ident, Meta};
 
 use crate::{
     output::{output_path, Output},
@@ -122,33 +122,20 @@ fn parse_scope_attr(location: AttrLocation, part: AttrPart) -> Result<()> {
         }))
     }
 
-    fn parse_list(meta_list: &MetaList) -> Result<String> {
-        let exprs = meta_list
-            .parse_args_with(Punctuated::<Expr, Comma>::parse_terminated)
-            .map_err(|_| ())?;
-        if exprs.len() == 1 {
-            Ok(exprs.first().unwrap().to_token_stream().to_string())
-        } else {
-            Err(())
-        }
-    }
-
     match (part, location) {
         // `#[scope]` on struct
         (AttrPart::None, AttrLocation::Struct(struct_def)) => {
             get_or_create_scope(struct_def)?;
         }
-        // `#[scope(flags(...))` on struct
-        (AttrPart::List("flags", meta_list), AttrLocation::Struct(struct_def)) => {
-            // TODO: Make syntax `#[scope(flags = ...)]`, so can use `AttrPart::String` instead of parsing here
+        // `#[scope(flags = ...)` on struct
+        (AttrPart::String("flags", value), AttrLocation::Struct(struct_def)) => {
             let scope = get_or_create_scope(struct_def)?;
-            scope.flags = parse_list(meta_list)?;
+            scope.flags = value;
         }
-        // `#[scope(strict_if(...))` on struct
-        (AttrPart::List("strict_if", meta_list), AttrLocation::Struct(struct_def)) => {
-            // TODO: Make syntax `#[scope(strict_if = ...)]`, so can use `AttrPart::String` instead of parsing here
+        // `#[scope(strict_if = ...)` on struct
+        (AttrPart::String("strict_if", value), AttrLocation::Struct(struct_def)) => {
             let scope = get_or_create_scope(struct_def)?;
-            scope.strict_if = Some(parse_list(meta_list)?);
+            scope.strict_if = Some(value);
         }
         // `#[scope(enter_before)]` on struct field
         (AttrPart::Tag("enter_before"), AttrLocation::StructField(struct_def, field_index)) => {