diff --git a/.forgejo/workflows/test.yml b/.forgejo/workflows/test.yml
index 636c4ad..48cca2a 100644
--- a/.forgejo/workflows/test.yml
+++ b/.forgejo/workflows/test.yml
@@ -4,21 +4,52 @@ on:
   - push
 
 env:
+  FORGEJO_HOST_PORT: 'forgejo:3000'
+  FORGEJO_ADMIN_USER: 'root'
+  FORGEJO_ADMIN_PASSWORD: 'admin1234'
+  FORGEJO_RUNNER_SECRET: 'AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA'
+  FORGEJO_SCRIPT: |
+    /bin/s6-svscan /etc/s6 & sleep 10 ; su -c "forgejo admin user create --admin --username $FORGEJO_ADMIN_USER --password $FORGEJO_ADMIN_PASSWORD --email root@example.com" git && su -c "forgejo forgejo-cli actions register --labels docker --name therunner --secret $FORGEJO_RUNNER_SECRET" git && sleep infinity  
   GOPROXY: https://goproxy.io,direct
 
 jobs:
-  lint:
+  tests:
     name: check and test
     if: github.repository_owner != 'forgejo-integration' && github.repository_owner != 'forgejo-experimental' && github.repository_owner != 'forgejo-release'
-    runs-on: ubuntu-latest
+    runs-on: docker
+
+    services:
+      forgejo:
+        image: codeberg.org/forgejo-integration/forgejo:1.20.0-4-rc2
+        env:
+          FORGEJO__security__INSTALL_LOCK: "true"
+          FORGEJO__log__LEVEL: "debug"
+          FORGEJO__actions__ENABLED: "true"
+          FORGEJO_ADMIN_USER: ${{ env.FORGEJO_ADMIN_USER }}
+          FORGEJO_ADMIN_PASSWORD: ${{ env.FORGEJO_ADMIN_PASSWORD }}
+          FORGEJO_RUNNER_SECRET: ${{ env.FORGEJO_RUNNER_SECRET }}
+        cmd:
+          - 'bash'
+          - '-c'
+          - ${{ env.FORGEJO_SCRIPT }}
+
     steps:
       - uses: actions/setup-go@v3
         with:
-          go-version: 1.20
+          # pin because of https://github.com/nektos/act/issues/1908
+          go-version: 1.20.5
+
       - uses: actions/checkout@v3
-      - name: vet checks
-        run: make vet
-      - name: build
-        run: make build
-      - name: test
-        run: make test
+
+      - run: make vet
+
+      - run: make build
+
+      - name: check the forgejo server is responding
+        run: |
+          set -x
+          apt-get update -qq
+          apt-get install -y -qq jq curl
+          test $FORGEJO_ADMIN_USER = $(curl -sS http://$FORGEJO_ADMIN_USER:$FORGEJO_ADMIN_PASSWORD@$FORGEJO_HOST_PORT/api/v1/user | jq --raw-output .login)
+
+      - run: make FORGEJO_URL=http://$FORGEJO_HOST_PORT test
diff --git a/Makefile b/Makefile
index a6bac55..40a5b44 100644
--- a/Makefile
+++ b/Makefile
@@ -104,8 +104,7 @@ test: fmt-check
 .PHONY: vet
 vet:
 	@echo "Running go vet..."
-	@$(GO) build code.gitea.io/gitea-vet
-	@$(GO) vet -vettool=gitea-vet $(GO_PACKAGES_TO_VET)
+	@$(GO) vet $(GO_PACKAGES_TO_VET)
 
 install: $(GOFILES)
 	$(GO) install -v -tags '$(TAGS)' -ldflags '$(EXTLDFLAGS)-s -w $(LDFLAGS)'
diff --git a/go.mod b/go.mod
index 4d39d22..657c96f 100644
--- a/go.mod
+++ b/go.mod
@@ -8,6 +8,7 @@ require (
 	github.com/avast/retry-go/v4 v4.3.1
 	github.com/bufbuild/connect-go v1.3.1
 	github.com/docker/docker v23.0.6+incompatible
+	github.com/google/uuid v1.3.0
 	github.com/joho/godotenv v1.5.1
 	github.com/mattn/go-isatty v0.0.18
 	github.com/nektos/act v0.0.0
diff --git a/go.sum b/go.sum
index 6a23c7e..fc2e92d 100644
--- a/go.sum
+++ b/go.sum
@@ -84,6 +84,8 @@ github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
 github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
 github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 h1:El6M4kTTCOh6aBiKaUGG7oYTSPP8MxqL4YI3kZKwcP4=
 github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ=
+github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
+github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/imdario/mergo v0.3.15 h1:M8XP7IuFNsqUx6VPK2P9OSmsYsI/YFaGil0uD21V3dM=
 github.com/imdario/mergo v0.3.15/go.mod h1:WBLT9ZmE3lPoWsEzCh9LPo3TiwVN+ZKEjmz+hD27ysY=
 github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8=
diff --git a/internal/app/cmd/cmd.go b/internal/app/cmd/cmd.go
index 3af4442..48341dc 100644
--- a/internal/app/cmd/cmd.go
+++ b/internal/app/cmd/cmd.go
@@ -41,6 +41,8 @@ func Execute(ctx context.Context) {
 	registerCmd.Flags().StringVar(&regArgs.Labels, "labels", "", "Runner tags, comma separated")
 	rootCmd.AddCommand(registerCmd)
 
+	rootCmd.AddCommand(createRunnerFileCmd(ctx, &configFile))
+
 	// ./act_runner daemon
 	daemonCmd := &cobra.Command{
 		Use:   "daemon",
diff --git a/internal/app/cmd/create-runner-file.go b/internal/app/cmd/create-runner-file.go
new file mode 100644
index 0000000..c28a74b
--- /dev/null
+++ b/internal/app/cmd/create-runner-file.go
@@ -0,0 +1,164 @@
+// SPDX-License-Identifier: MIT
+
+package cmd
+
+import (
+	"context"
+	"encoding/hex"
+	"fmt"
+	"os"
+
+	pingv1 "code.gitea.io/actions-proto-go/ping/v1"
+	"github.com/bufbuild/connect-go"
+	gouuid "github.com/google/uuid"
+	log "github.com/sirupsen/logrus"
+	"github.com/spf13/cobra"
+
+	"gitea.com/gitea/act_runner/internal/app/run"
+	"gitea.com/gitea/act_runner/internal/pkg/client"
+	"gitea.com/gitea/act_runner/internal/pkg/config"
+	"gitea.com/gitea/act_runner/internal/pkg/ver"
+)
+
+type createRunnerFileArgs struct {
+	Connect      bool
+	InstanceAddr string
+	Secret       string
+	Name         string
+}
+
+func createRunnerFileCmd(ctx context.Context, configFile *string) *cobra.Command {
+	var argsVar createRunnerFileArgs
+	cmd := &cobra.Command{
+		Use:   "create-runner-file",
+		Short: "Create a runner file using a shared secret used to pre-register the runner on the Forgejo instance",
+		Args:  cobra.MaximumNArgs(0),
+		RunE:  runCreateRunnerFile(ctx, &argsVar, configFile),
+	}
+	cmd.Flags().BoolVar(&argsVar.Connect, "connect", false, "tries to connect to the instance using the secret (Forgejo v1.21 instance or greater)")
+	cmd.Flags().StringVar(&argsVar.InstanceAddr, "instance", "", "Forgejo instance address")
+	cmd.MarkFlagRequired("instance")
+	cmd.Flags().StringVar(&argsVar.Secret, "secret", "", "secret shared with the Frogejo instance via forgejo-cli actions register")
+	cmd.MarkFlagRequired("secret")
+	cmd.Flags().StringVar(&argsVar.Name, "name", "", "Runner name")
+
+	return cmd
+}
+
+// must be exactly the same as fogejo/models/actions/forgejo.go
+func uuidFromSecret(secret string) (string, error) {
+	uuid, err := gouuid.FromBytes([]byte(secret[:16]))
+	if err != nil {
+		return "", fmt.Errorf("gouuid.FromBytes %v", err)
+	}
+	return uuid.String(), nil
+}
+
+// should be exactly the same as forgejo/cmd/forgejo/actions.go
+func validateSecret(secret string) error {
+	secretLen := len(secret)
+	if secretLen != 40 {
+		return fmt.Errorf("the secret must be exactly 40 characters long, not %d", secretLen)
+	}
+	if _, err := hex.DecodeString(secret); err != nil {
+		return fmt.Errorf("the secret must be an hexadecimal string: %w", err)
+	}
+	return nil
+}
+
+func ping(cfg *config.Config, reg *config.Registration) error {
+	// initial http client
+	cli := client.New(
+		reg.Address,
+		cfg.Runner.Insecure,
+		"",
+		"",
+		ver.Version(),
+	)
+
+	_, err := cli.Ping(context.Background(), connect.NewRequest(&pingv1.PingRequest{
+		Data: reg.UUID,
+	}))
+	if err != nil {
+		return fmt.Errorf("ping %s failed %w", reg.Address, err)
+	}
+	return nil
+}
+
+func runCreateRunnerFile(ctx context.Context, args *createRunnerFileArgs, configFile *string) func(cmd *cobra.Command, args []string) error {
+	return func(*cobra.Command, []string) error {
+		log.SetLevel(log.DebugLevel)
+		log.Info("Creating runner file")
+
+		//
+		// Prepare the registration data
+		//
+		cfg, err := config.LoadDefault(*configFile)
+		if err != nil {
+			return fmt.Errorf("invalid configuration: %w", err)
+		}
+
+		if err := validateSecret(args.Secret); err != nil {
+			return err
+		}
+
+		uuid, err := uuidFromSecret(args.Secret)
+		if err != nil {
+			return err
+		}
+
+		name := args.Name
+		if name == "" {
+			name, _ = os.Hostname()
+			log.Infof("Runner name is empty, use hostname '%s'.", name)
+		}
+
+		reg := &config.Registration{
+			Name:    name,
+			UUID:    uuid,
+			Token:   args.Secret,
+			Address: args.InstanceAddr,
+		}
+
+		//
+		// Verify the Forgejo instance is reachable
+		//
+		if err := ping(cfg, reg); err != nil {
+			return err
+		}
+
+		//
+		// Save the registration file
+		//
+		if err := config.SaveRegistration(cfg.Runner.File, reg); err != nil {
+			return fmt.Errorf("failed to save runner config to %s: %w", cfg.Runner.File, err)
+		}
+
+		//
+		// Verify the secret works
+		//
+		if args.Connect {
+			cli := client.New(
+				reg.Address,
+				cfg.Runner.Insecure,
+				reg.UUID,
+				reg.Token,
+				ver.Version(),
+			)
+
+			runner := run.NewRunner(cfg, reg, cli)
+			resp, err := runner.Declare(ctx, cfg.Runner.Labels)
+
+			if err != nil && connect.CodeOf(err) == connect.CodeUnimplemented {
+				log.Warn("Cannot verify the connection because the Forgejo instance is lower than v1.21")
+			} else if err != nil {
+				log.WithError(err).Error("fail to invoke Declare")
+				return err
+			} else {
+				log.Infof("connection successful: %s, with version: %s, with labels: %v",
+					resp.Msg.Runner.Name, resp.Msg.Runner.Version, resp.Msg.Runner.Labels)
+			}
+		}
+		return nil
+	}
+}
diff --git a/internal/app/cmd/create-runner-file_test.go b/internal/app/cmd/create-runner-file_test.go
new file mode 100644
index 0000000..e55a3d7
--- /dev/null
+++ b/internal/app/cmd/create-runner-file_test.go
@@ -0,0 +1,118 @@
+// SPDX-License-Identifier: MIT
+
+package cmd
+
+import (
+	"bytes"
+	"context"
+	"os"
+	"testing"
+
+	runnerv1 "code.gitea.io/actions-proto-go/runner/v1"
+	"gitea.com/gitea/act_runner/internal/pkg/client"
+	"gitea.com/gitea/act_runner/internal/pkg/config"
+	"gitea.com/gitea/act_runner/internal/pkg/ver"
+	"github.com/bufbuild/connect-go"
+
+	"github.com/spf13/cobra"
+	"github.com/stretchr/testify/assert"
+	"gopkg.in/yaml.v3"
+)
+
+func executeCommand(ctx context.Context, cmd *cobra.Command, args ...string) (string, error) {
+	buf := new(bytes.Buffer)
+	cmd.SetOut(buf)
+	cmd.SetErr(buf)
+	cmd.SetArgs(args)
+
+	err := cmd.ExecuteContext(ctx)
+
+	return buf.String(), err
+}
+
+func Test_createRunnerFileCmd(t *testing.T) {
+	configFile := "config.yml"
+	ctx := context.Background()
+	cmd := createRunnerFileCmd(ctx, &configFile)
+	output, err := executeCommand(ctx, cmd)
+	assert.ErrorContains(t, err, `required flag(s) "instance", "secret" not set`)
+	assert.Contains(t, output, "Usage:")
+}
+
+func Test_validateSecret(t *testing.T) {
+	assert.ErrorContains(t, validateSecret("abc"), "exactly 40 characters")
+	assert.ErrorContains(t, validateSecret("ZAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA"), "must be an hexadecimal")
+}
+
+func Test_uuidFromSecret(t *testing.T) {
+	uuid, err := uuidFromSecret("AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA")
+	assert.NoError(t, err)
+	assert.EqualValues(t, uuid, "41414141-4141-4141-4141-414141414141")
+}
+
+func Test_ping(t *testing.T) {
+	cfg := &config.Config{}
+	address := os.Getenv("FORGEJO_URL")
+	if address == "" {
+		address = "https://code.forgejo.org"
+	}
+	reg := &config.Registration{
+		Address: address,
+		UUID:    "create-runner-file_test.go",
+	}
+	assert.NoError(t, ping(cfg, reg))
+}
+
+func Test_runCreateRunnerFile(t *testing.T) {
+	//
+	// Set the .runner file to be in a temporary directory
+	//
+	dir := t.TempDir()
+	configFile := dir + "/config.yml"
+	runnerFile := dir + "/.runner"
+	cfg, err := config.LoadDefault("")
+	cfg.Runner.File = runnerFile
+	yamlData, err := yaml.Marshal(cfg)
+	assert.NoError(t, err)
+	assert.NoError(t, os.WriteFile(configFile, yamlData, 0o666))
+
+	instance, has := os.LookupEnv("FORGEJO_URL")
+	if !has {
+		instance = "https://code.forgejo.org"
+	}
+	secret, has := os.LookupEnv("FORGEJO_RUNNER_SECRET")
+	assert.True(t, has)
+	name := "testrunner"
+
+	//
+	// Run create-runner-file
+	//
+	ctx := context.Background()
+	cmd := createRunnerFileCmd(ctx, &configFile)
+	output, err := executeCommand(ctx, cmd, "--connect", "--secret", secret, "--instance", instance, "--name", name)
+	assert.NoError(t, err)
+	assert.EqualValues(t, "", output)
+
+	//
+	// Read back the runner file and verify its content
+	//
+	reg, err := config.LoadRegistration(runnerFile)
+	assert.NoError(t, err)
+	assert.EqualValues(t, secret, reg.Token)
+	assert.EqualValues(t, instance, reg.Address)
+
+	//
+	// Verify that fetching a task successfully returns there is
+	// no task for this runner
+	//
+	cli := client.New(
+		reg.Address,
+		cfg.Runner.Insecure,
+		reg.UUID,
+		reg.Token,
+		ver.Version(),
+	)
+	resp, err := cli.FetchTask(ctx, connect.NewRequest(&runnerv1.FetchTaskRequest{}))
+	assert.NoError(t, err)
+	assert.Nil(t, resp.Msg.Task)
+}
diff --git a/internal/app/cmd/daemon.go b/internal/app/cmd/daemon.go
index d579739..b6a9c41 100644
--- a/internal/app/cmd/daemon.go
+++ b/internal/app/cmd/daemon.go
@@ -101,7 +101,7 @@ func runDaemon(ctx context.Context, configFile *string) func(cmd *cobra.Command,
 		resp, err := runner.Declare(ctx, ls.Names())
 		if err != nil && connect.CodeOf(err) == connect.CodeUnimplemented {
 			// Gitea instance is older version. skip declare step.
-			log.Warn("Because the Gitea instance is an old version, skip declare labels and version.")
+			log.Warn("Because the Forgejo instance is an old version, skip declare labels and version.")
 		} else if err != nil {
 			log.WithError(err).Error("fail to invoke Declare")
 			return err