diff --git a/src/main/CachedEnforcer.lua b/src/main/CachedEnforcer.lua
new file mode 100644
index 0000000..6e3e11a
--- /dev/null
+++ b/src/main/CachedEnforcer.lua
@@ -0,0 +1,82 @@
+--Copyright 2021 The casbin Authors. All Rights Reserved.
+--
+--Licensed under the Apache License, Version 2.0 (the "License");
+--you may not use this file except in compliance with the License.
+--You may obtain a copy of the License at
+--
+--    http://www.apache.org/licenses/LICENSE-2.0
+--
+--Unless required by applicable law or agreed to in writing, software
+--distributed under the License is distributed on an "AS IS" BASIS,
+--WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+--See the License for the specific language governing permissions and
+--limitations under the License.
+
+require("src.main.Enforcer")
+
+-- CachedEnforcer wraps Enforcer and provides decision cache
+CachedEnforcer = {}
+setmetatable(CachedEnforcer, Enforcer)
+
+-- Creates a cached enforcer via file or DB.
+function CachedEnforcer:new(model, adapter)
+    local e = Enforcer:new(model, adapter)
+    self.__index = self
+    setmetatable(e, self)
+    e.cacheEnabled = true
+    e.m = {}
+    return e
+end
+
+-- enableCache determines whether to enable cache on Enforce(). When enableCache is enabled, cached result (true | false) will be returned for previous decisions.
+function CachedEnforcer:enableCache(enabled)
+    if enabled then
+        self.cacheEnabled = true
+    else
+        self.cacheEnabled = false
+    end
+end
+
+-- enforce decides whether a "subject" can access a "object" with the operation "action", input parameters are usually: (sub, obj, act).
+-- if rvals is not string , ingore the cache
+function CachedEnforcer:enforce(...)
+    if not self.cacheEnabled then
+        return Enforcer.enforce(self, ...)
+    end
+
+    local rvals = {...}
+    local key = ""
+    for _, rval in pairs(rvals) do
+        if type(rval) == "string" then
+            key = key .. rval .. "$$"
+        else
+            return Enforcer.enforce(self, ...)
+        end
+    end
+
+    local res, ok = self:getCachedResult(key)
+    if ok then
+        return res
+    end
+
+    res = Enforcer.enforce(self, ...)
+
+    self:setCachedResult(key, res)
+    return res
+end
+
+function CachedEnforcer:getCachedResult(key)
+    if self.m[key] ~= nil then
+        return self.m[key], true
+    end
+
+    return nil, false
+end
+
+function CachedEnforcer:setCachedResult(key, res)
+    self.m[key] = res
+end
+
+function CachedEnforcer:invalidateCache()
+    self.m = {}
+end
\ No newline at end of file
diff --git a/src/main/Enforcer.lua b/src/main/Enforcer.lua
index caa4390..830a3ab 100644
--- a/src/main/Enforcer.lua
+++ b/src/main/Enforcer.lua
@@ -17,6 +17,7 @@ require("src.main.ManagementEnforcer")
 -- Enforcer = ManagementEnforcer + RBAC API.
 Enforcer = {}
 setmetatable(Enforcer, ManagementEnforcer)
+Enforcer.__index = Enforcer
 
 -- GetRolesForUser gets the roles that a user has.
 function Enforcer:GetRolesForUser(name, ...)
diff --git a/tests/main/cached_enforcer_spec.lua b/tests/main/cached_enforcer_spec.lua
new file mode 100644
index 0000000..9852fef
--- /dev/null
+++ b/tests/main/cached_enforcer_spec.lua
@@ -0,0 +1,59 @@
+--Copyright 2021 The casbin Authors. All Rights Reserved.
+--
+--Licensed under the Apache License, Version 2.0 (the "License");
+--you may not use this file except in compliance with the License.
+--You may obtain a copy of the License at
+--
+--    http://www.apache.org/licenses/LICENSE-2.0
+--
+--Unless required by applicable law or agreed to in writing, software
+--distributed under the License is distributed on an "AS IS" BASIS,
+--WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+--See the License for the specific language governing permissions and
+--limitations under the License.
+
+local cached_enforcer_module = require("src.main.CachedEnforcer")
+local path = os.getenv("PWD") or io.popen("cd"):read()
+
+describe("Cached Enforcer tests", function ()
+    it("Test Cache", function ()
+        local model  = path .. "/examples/basic_model.conf"
+        local policy  = path .. "/examples/basic_policy.csv"
+
+        local e = CachedEnforcer:new(model, policy)
+        -- The cache is enabled by default for a new CachedEnforcer.
+
+        assert.is.True(e:enforce("alice", "data1", "read"))
+        assert.is.False(e:enforce("alice", "data1", "write"))
+        assert.is.False(e:enforce("alice", "data2", "read"))
+        assert.is.False(e:enforce("alice", "data2", "write"))
+
+        -- The cache is enabled, so even if we remove a policy rule, the decision
+	    -- for ("alice", "data1", "read") will still be true, as it uses the cached result.
+        e:RemovePolicy("alice", "data1", "read")
+
+        assert.is.True(e:enforce("alice", "data1", "read"))
+        assert.is.False(e:enforce("alice", "data1", "write"))
+        assert.is.False(e:enforce("alice", "data2", "read"))
+        assert.is.False(e:enforce("alice", "data2", "write"))
+
+        -- Now we invalidate the cache, then all first-coming Enforce() has to be evaluated in real-time.
+        -- The decision for ("alice", "data1", "read") will be false now.
+        e:invalidateCache()
+
+        assert.is.False(e:enforce("alice", "data1", "read"))
+        assert.is.False(e:enforce("alice", "data1", "write"))
+        assert.is.False(e:enforce("alice", "data2", "read"))
+        assert.is.False(e:enforce("alice", "data2", "write"))
+
+        e:AddPolicy("alice", "data1", "read")
+
+        -- Disabling cache skips the cache data and generates result from Enforcer
+        e:enableCache(false)
+
+        assert.is.True(e:enforce("alice", "data1", "read"))
+        assert.is.False(e:enforce("alice", "data1", "write"))
+        assert.is.False(e:enforce("alice", "data2", "read"))
+        assert.is.False(e:enforce("alice", "data2", "write"))
+    end)
+end)
\ No newline at end of file