diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index daab423..a84794d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -8,6 +8,7 @@ jobs:
     name: Test
     runs-on: ubuntu-latest
     strategy:
+      fail-fast: false
       matrix:
         go:
           - "stable"
diff --git a/README.md b/README.md
index cec694f..93f6142 100644
--- a/README.md
+++ b/README.md
@@ -85,6 +85,40 @@ func main() {
 }
 ```
 
+```go
+package main
+
+import (
+    "context"
+    "errors"
+    "fmt"
+    "time"
+
+    "github.com/shogo82148/go-retry"
+)
+
+type Result int
+
+func DoSomething(ctx context.Context) (Result, error) {
+    // do something here that should to do exponential backoff https://en.wikipedia.org/wiki/Exponential_backoff
+    return 0, errors.New("fails")
+}
+
+var policy = retry.Policy{
+    MinDelay: 100 * time.Millisecond,
+    MaxDelay: time.Second,
+    MaxCount: 10,
+}
+
+func DoSomethingWithRetry(ctx context.Context) (Result, error) {
+    return retry.DoValue(ctx, policy, DoSomething)
+}
+
+func main() {
+    fmt.Println(DoSomethingWithRetry(context.Background()))
+}
+```
+
 ## PRIOR ARTS
 
 This package is based on [lestrrat-go/backoff](https://github.com/lestrrat-go/backoff) and [Yak Shaving With Backoff Libraries in Go](https://medium.com/@lestrrat/yak-shaving-with-backoff-libraries-in-go-80240f0aa30c).
diff --git a/example_test.go b/example_test.go
index 54c2a40..91b5c1b 100644
--- a/example_test.go
+++ b/example_test.go
@@ -75,3 +75,25 @@ func ExampleMarkPermanent() {
 	// unstable func is called!
 	// some error!
 }
+
+func ExampleDoValue() {
+	policy := &retry.Policy{
+		MaxCount: 3,
+	}
+
+	count := 0
+	_, err := retry.DoValue(context.Background(), policy, func() (int, error) {
+		count++
+		fmt.Printf("#%d: unstable func is called!\n", count)
+		return 0, errors.New("some error!")
+	})
+	if err != nil {
+		fmt.Println(err)
+	}
+
+	// Output:
+	// #1: unstable func is called!
+	// #2: unstable func is called!
+	// #3: unstable func is called!
+	// some error!
+}
diff --git a/func.go b/func.go
new file mode 100644
index 0000000..9941ee3
--- /dev/null
+++ b/func.go
@@ -0,0 +1,45 @@
+package retry
+
+import (
+	"context"
+	"errors"
+)
+
+// DoValue executes f with retrying policy.
+// It is a shorthand of Policy.Start and Retrier.Continue.
+// If f returns an error, retry to execute f until f returns nil error.
+// If the error implements interface{ Temporary() bool } and Temporary() returns false,
+// DoValue doesn't retry and returns the error.
+func DoValue[T any](ctx context.Context, policy *Policy, f func() (T, error)) (T, error) {
+	var zero T
+	var err error
+	var target *temporary
+
+	retrier := policy.Start(ctx)
+	for retrier.Continue() {
+		var v T
+		v, err = f()
+		if err == nil {
+			return v, nil
+		}
+
+		// short cut for calling isPermanent and Unwrap
+		if err, ok := err.(*permanentError); ok {
+			return zero, err.error
+		}
+
+		if target == nil {
+			// lazy allocation of target
+			target = new(temporary)
+		}
+		if errors.As(err, target) {
+			if !(*target).Temporary() {
+				return zero, err
+			}
+		}
+	}
+	if err := retrier.err; err != nil {
+		return zero, err
+	}
+	return zero, err
+}
diff --git a/func_test.go b/func_test.go
new file mode 100644
index 0000000..7c98ddf
--- /dev/null
+++ b/func_test.go
@@ -0,0 +1,40 @@
+package retry
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"testing"
+)
+
+func TestDoValue_Success(t *testing.T) {
+	policy := &Policy{
+		MaxCount: -1,
+	}
+
+	var count int
+	v, err := DoValue(context.Background(), policy, func() (int, error) {
+		count++
+		if count < 3 {
+			return 0, fmt.Errorf("error %d", count)
+		}
+		return 42, nil
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if v != 42 {
+		t.Errorf("want %d, got %d", 42, v)
+	}
+}
+
+func TestDoValue_MarkPermanent(t *testing.T) {
+	permanentErr := errors.New("permanent error")
+	policy := &Policy{}
+	_, err := DoValue(context.Background(), policy, func() (int, error) {
+		return 0, MarkPermanent(permanentErr)
+	})
+	if err != permanentErr {
+		t.Errorf("want error is %#v, got %#v", err, permanentErr)
+	}
+}
diff --git a/retry.go b/retry.go
index a40e0df..cea71da 100644
--- a/retry.go
+++ b/retry.go
@@ -60,11 +60,8 @@ func (p *Policy) Start(ctx context.Context) *Retrier {
 // If the error implements interface{ Temporary() bool } and Temporary() returns false,
 // Do doesn't retry and returns the error.
 func (p *Policy) Do(ctx context.Context, f func() error) error {
-	type Temporary interface {
-		Temporary() bool
-	}
 	var err error
-	var target *Temporary
+	var target *temporary
 
 	retrier := p.Start(ctx)
 	for retrier.Continue() {
@@ -80,7 +77,7 @@ func (p *Policy) Do(ctx context.Context, f func() error) error {
 
 		if target == nil {
 			// lazy allocation of target
-			target = new(Temporary)
+			target = new(temporary)
 		}
 		if errors.As(err, target) {
 			if !(*target).Temporary() {
@@ -94,6 +91,12 @@ func (p *Policy) Do(ctx context.Context, f func() error) error {
 	return err
 }
 
+type temporary interface {
+	Temporary() bool
+}
+
+var _ temporary = (*permanentError)(nil)
+
 type permanentError struct {
 	error
 }