diff --git a/cmd/doctor.go b/cmd/doctor.go
index 45a50c82660d..48fd3158a49f 100644
--- a/cmd/doctor.go
+++ b/cmd/doctor.go
@@ -120,6 +120,12 @@ var checklist = []check{
 		isDefault: false,
 		f:         runDoctorPRMergeBase,
 	},
+	{
+		title:     "Recalculate Stars number for all user",
+		name:      "recalculate_stars_number",
+		isDefault: false,
+		f:         runDoctorUserStarNum,
+	},
 	// more checks please append here
 }
 
@@ -494,6 +500,10 @@ func runDoctorPRMergeBase(ctx *cli.Context) ([]string, error) {
 	return results, err
 }
 
+func runDoctorUserStarNum(ctx *cli.Context) ([]string, error) {
+	return nil, models.DoctorUserStarNum()
+}
+
 func runDoctorScriptType(ctx *cli.Context) ([]string, error) {
 	path, err := exec.LookPath(setting.ScriptType)
 	if err != nil {
diff --git a/models/repo.go b/models/repo.go
index a11c54fb00f7..51ea558c3728 100644
--- a/models/repo.go
+++ b/models/repo.go
@@ -1567,6 +1567,10 @@ func DeleteRepository(doer *User, uid, repoID int64) error {
 		releaseAttachments = append(releaseAttachments, attachments[i].LocalPath())
 	}
 
+	if _, err = sess.Exec("UPDATE `user` SET num_stars=num_stars-1 WHERE id IN (SELECT `uid` FROM `star` WHERE repo_id = ?)", repo.ID); err != nil {
+		return err
+	}
+
 	if err = deleteBeans(sess,
 		&Access{RepoID: repo.ID},
 		&Action{RepoID: repo.ID},
@@ -2332,3 +2336,38 @@ func updateRepositoryCols(e Engine, repo *Repository, cols ...string) error {
 func UpdateRepositoryCols(repo *Repository, cols ...string) error {
 	return updateRepositoryCols(x, repo, cols...)
 }
+
+// DoctorUserStarNum recalculate Stars number for all user
+func DoctorUserStarNum() (err error) {
+	const batchSize = 100
+	sess := x.NewSession()
+	defer sess.Close()
+
+	for start := 0; ; start += batchSize {
+		users := make([]User, 0, batchSize)
+		if err = sess.Limit(batchSize, start).Where("type = ?", 0).Cols("id").Find(&users); err != nil {
+			return
+		}
+		if len(users) == 0 {
+			break
+		}
+
+		if err = sess.Begin(); err != nil {
+			return
+		}
+
+		for _, user := range users {
+			if _, err = sess.Exec("UPDATE `user` SET num_stars=(SELECT COUNT(*) FROM `star` WHERE uid=?) WHERE id=?", user.ID, user.ID); err != nil {
+				return
+			}
+		}
+
+		if err = sess.Commit(); err != nil {
+			return
+		}
+	}
+
+	log.Debug("recalculate Stars number for all user finished")
+
+	return
+}
diff --git a/models/repo_test.go b/models/repo_test.go
index 20da43fbbfc9..045f94670bde 100644
--- a/models/repo_test.go
+++ b/models/repo_test.go
@@ -187,3 +187,9 @@ func TestDeleteAvatar(t *testing.T) {
 
 	assert.Equal(t, "", repo.Avatar)
 }
+
+func TestDoctorUserStarNum(t *testing.T) {
+	assert.NoError(t, PrepareTestDatabase())
+
+	assert.NoError(t, DoctorUserStarNum())
+}