diff --git a/packages/rule-engine/__tests__/createSync.test.ts b/packages/rule-engine/__tests__/createSync.test.ts
index 367c28f6..470e7fb0 100644
--- a/packages/rule-engine/__tests__/createSync.test.ts
+++ b/packages/rule-engine/__tests__/createSync.test.ts
@@ -166,4 +166,59 @@ describe('@zodash/rule-engine', () => {
       description: true,
     });
   });
+
+  it('if key not in rules, should be always true', () => {
+    const rules: IRuleNode[] = [
+      {
+        type: 'Attr',
+        value: 'method',
+        children: [
+          {
+            type: 'Value',
+            value: 1,
+            children: [
+              {
+                type: 'Attr',
+                value: 'chat_id',
+              },
+            ],
+          },
+        ],
+      },
+    ];
+
+    const runner = engine.create.sync(rules);
+
+    expect(
+      runner.run({
+        client: 1,
+        method: 1,
+        email: 'tobewhatwewant@gmail.com',
+        chat_id: '666',
+        is_group: false,
+      }),
+    ).toEqual({
+      client: true,
+      method: true,
+      email: true,
+      chat_id: true,
+      is_group: true,
+    });
+
+    expect(
+      runner.run({
+        client: 1,
+        method: 2,
+        email: 'tobewhatwewant@gmail.com',
+        chat_id: '666',
+        is_group: false,
+      }),
+    ).toEqual({
+      client: true,
+      method: true,
+      email: true,
+      chat_id: false,
+      is_group: true,
+    });
+  });
 });
diff --git a/packages/rule-engine/src/core/create.ts b/packages/rule-engine/src/core/create.ts
index 65b22c25..3eada62a 100644
--- a/packages/rule-engine/src/core/create.ts
+++ b/packages/rule-engine/src/core/create.ts
@@ -23,13 +23,43 @@ export function create<DataSource>(
 
   // real runner
   async function run(dataSource: Partial<DataSource>) {
-    const shows: IShowData<DataSource> = Object.keys(dataSource).reduce(
-      (all, key) => ((all[key] = false), all),
-      {} as any,
-    );
+    let shows: IShowData<DataSource> = {} as any;
+
+    const allRuleKeys: Record<string, boolean> = {};
 
     let attrNodeOfValue: IRuleAttrNode<DataSource> = null;
 
+    function traverse(rules: IRuleNode<DataSource>[]) {
+      for (const rule of rules) {
+        if (rule.type === 'Attr') {
+          allRuleKeys[rule.value] = true;
+
+          if (rule.children && !!rule.children.length) {
+            traverse(rule.children);
+          }
+        } else if (rule.type === 'Value') {
+          if (rule.children && !!rule.children.length) {
+            traverse(rule.children);
+          }
+        }
+      }
+    }
+
+    function initializeShows() {
+      traverse(rules);
+
+      shows = Object.keys(dataSource).reduce((all, key) => {
+        // 所有未参与的 key 都应该是 true
+        if (!allRuleKeys[key]) {
+          all[key] = true;
+        } else {
+          all[key] = false;
+        }
+
+        return all;
+      }, {} as any);
+    }
+
     async function go(_rules: IRuleNode<DataSource>[]) {
       for (const rule of _rules) {
         // @1 attr show
@@ -83,6 +113,7 @@ export function create<DataSource>(
       }
     }
 
+    initializeShows();
     await go(rules);
 
     function getOnScaleTo() {
diff --git a/packages/rule-engine/src/core/sync/create.ts b/packages/rule-engine/src/core/sync/create.ts
index 0dd850b0..76b314d0 100644
--- a/packages/rule-engine/src/core/sync/create.ts
+++ b/packages/rule-engine/src/core/sync/create.ts
@@ -21,13 +21,43 @@ export function create<DataSource>(
 
   // real runner
   function run(dataSource: Partial<DataSource>) {
-    const shows: IShowData<DataSource> = Object.keys(dataSource).reduce(
-      (all, key) => ((all[key] = false), all),
-      {} as any,
-    );
+    let shows: IShowData<DataSource> = {} as any;
+
+    const allRuleKeys: Record<string, boolean> = {};
 
     let attrNodeOfValue: IRuleAttrNode<DataSource> = null;
 
+    function traverse(rules: IRuleNode<DataSource>[]) {
+      for (const rule of rules) {
+        if (rule.type === 'Attr') {
+          allRuleKeys[rule.value] = true;
+
+          if (rule.children && !!rule.children.length) {
+            traverse(rule.children);
+          }
+        } else if (rule.type === 'Value') {
+          if (rule.children && !!rule.children.length) {
+            traverse(rule.children);
+          }
+        }
+      }
+    }
+
+    function initializeShows() {
+      traverse(rules);
+
+      shows = Object.keys(dataSource).reduce((all, key) => {
+        // 所有未参与的 key 都应该是 true
+        if (!allRuleKeys[key]) {
+          all[key] = true;
+        } else {
+          all[key] = false;
+        }
+
+        return all;
+      }, {} as any);
+    }
+
     function go(_rules: IRuleNode<DataSource>[]) {
       for (const rule of _rules) {
         // @1 attr show
@@ -86,6 +116,8 @@ export function create<DataSource>(
       return node.onHitAttr || defaultOnHitAttr;
     }
 
+    //
+    initializeShows();
     go(rules);
 
     return shows;