diff --git a/CHANGELOG.md b/CHANGELOG.md
index f7be68b..d8018c9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,8 +9,6 @@
 ### Bug Fixes
 
 - **parser**: continue on unparsable commit message (#48)
-- **cli**: command name in help output (#52)
-- **parser**: invalid handling of empty lines (#53)
 
 ## [v0.3.0](https://github.com/apricote/releaser-pleaser/releases/tag/v0.3.0)
 
diff --git a/cmd/rp/cmd/root.go b/cmd/rp/cmd/root.go
index 4da80e5..dd4f9a7 100644
--- a/cmd/rp/cmd/root.go
+++ b/cmd/rp/cmd/root.go
@@ -11,7 +11,7 @@ import (
 var logger *slog.Logger
 
 var rootCmd = &cobra.Command{
-	Use:     "rp",
+	Use:     "releaser-pleaser",
 	Short:   "",
 	Long:    ``,
 	Version: version(),
diff --git a/cmd/rp/cmd/run.go b/cmd/rp/cmd/run.go
index 8fe818f..55ca419 100644
--- a/cmd/rp/cmd/run.go
+++ b/cmd/rp/cmd/run.go
@@ -62,7 +62,8 @@ func run(cmd *cobra.Command, _ []string) error {
 		logger.DebugContext(ctx, "using forge GitLab")
 		f, err = gitlab.New(logger, &gitlab.Options{
 			Options: forgeOptions,
-			Path:    fmt.Sprintf("%s/%s", flagOwner, flagRepo),
+			Path:    flagOwner,
+			Repo:    flagRepo,
 		})
 		if err != nil {
 			logger.ErrorContext(ctx, "failed to create client", "err", err)
diff --git a/internal/commitparser/conventionalcommits/conventionalcommits.go b/internal/commitparser/conventionalcommits/conventionalcommits.go
index d11970c..b253354 100644
--- a/internal/commitparser/conventionalcommits/conventionalcommits.go
+++ b/internal/commitparser/conventionalcommits/conventionalcommits.go
@@ -3,7 +3,6 @@ package conventionalcommits
 import (
 	"fmt"
 	"log/slog"
-	"strings"
 
 	"github.com/leodido/go-conventionalcommits"
 	"github.com/leodido/go-conventionalcommits/parser"
@@ -33,7 +32,7 @@ func (c *Parser) Analyze(commits []git.Commit) ([]commitparser.AnalyzedCommit, e
 	analyzedCommits := make([]commitparser.AnalyzedCommit, 0, len(commits))
 
 	for _, commit := range commits {
-		msg, err := c.machine.Parse([]byte(strings.TrimSpace(commit.Message)))
+		msg, err := c.machine.Parse([]byte(commit.Message))
 		if err != nil {
 			c.logger.Warn("failed to parse message of commit, skipping", "commit.hash", commit.Hash, "err", err)
 			continue
diff --git a/internal/commitparser/conventionalcommits/conventionalcommits_test.go b/internal/commitparser/conventionalcommits/conventionalcommits_test.go
index ddfbaf4..bc969de 100644
--- a/internal/commitparser/conventionalcommits/conventionalcommits_test.go
+++ b/internal/commitparser/conventionalcommits/conventionalcommits_test.go
@@ -33,19 +33,6 @@ func TestAnalyzeCommits(t *testing.T) {
 			expectedCommits: []commitparser.AnalyzedCommit{},
 			wantErr:         assert.NoError,
 		},
-		{
-			// GitLab seems to create commits with pattern "scope: message\n" if no body is added.
-			// This has previously caused a parser error "missing a blank line".
-			// We added a workaround with `strings.TrimSpace()` and this test make sure that it does not break again.
-			name: "handles title with new line",
-			commits: []git.Commit{
-				{
-					Message: "aksdjaklsdjka",
-				},
-			},
-			expectedCommits: []commitparser.AnalyzedCommit{},
-			wantErr:         assert.NoError,
-		},
 		{
 			name: "drops unreleasable",
 			commits: []git.Commit{
diff --git a/internal/forge/gitlab/gitlab.go b/internal/forge/gitlab/gitlab.go
index 1394898..8808773 100644
--- a/internal/forge/gitlab/gitlab.go
+++ b/internal/forge/gitlab/gitlab.go
@@ -25,7 +25,6 @@ const (
 	PRStateMerged     = "merged"
 	PRStateEventClose = "close"
 	EnvAPIToken       = "GITLAB_TOKEN" // nolint:gosec // Not actually a hardcoded credential
-	EnvProjectPath    = "CI_PROJECT_PATH"
 )
 
 type GitLab struct {
@@ -36,19 +35,19 @@ type GitLab struct {
 }
 
 func (g *GitLab) RepoURL() string {
-	return fmt.Sprintf("https://gitlab.com/%s", g.options.Path)
+	return fmt.Sprintf("https://gitlab.com/%s", g.options.Repository)
 }
 
 func (g *GitLab) CloneURL() string {
-	return fmt.Sprintf("https://gitlab.com/%s.git", g.options.Path)
+	return fmt.Sprintf("https://gitlab.com/%s/%s.git", g.options.Path, g.options.Repo)
 }
 
 func (g *GitLab) ReleaseURL(version string) string {
-	return fmt.Sprintf("https://gitlab.com/%s/-/releases/%s", g.options.Path, version)
+	return fmt.Sprintf("https://gitlab.com/%s/%s/-/releases/%s", g.options.Path, g.options.Repo, version)
 }
 
 func (g *GitLab) PullRequestURL(id int) string {
-	return fmt.Sprintf("https://gitlab.com/%s/-/merge_requests/%d", g.options.Path, id)
+	return fmt.Sprintf("https://gitlab.com/%s/%s/-/merge_requests/%d", g.options.Path, g.options.Repo, id)
 }
 
 func (g *GitLab) GitAuth() transport.AuthMethod {
@@ -63,7 +62,7 @@ func (g *GitLab) LatestTags(ctx context.Context) (git.Releases, error) {
 	g.log.DebugContext(ctx, "listing all tags in gitlab repository")
 
 	tags, err := all(func(listOptions gitlab.ListOptions) ([]*gitlab.Tag, *gitlab.Response, error) {
-		return g.client.Tags.ListTags(g.options.Path, &gitlab.ListTagsOptions{
+		return g.client.Tags.ListTags(g.options.ProjectID, &gitlab.ListTagsOptions{
 			OrderBy:     pointer.Pointer("updated"),
 			ListOptions: listOptions,
 		}, gitlab.WithContext(ctx))
@@ -121,7 +120,7 @@ func (g *GitLab) CommitsSince(ctx context.Context, tag *git.Tag) ([]git.Commit,
 	log.Debug("listing commits", "ref.name", refName)
 
 	gitLabCommits, err := all(func(listOptions gitlab.ListOptions) ([]*gitlab.Commit, *gitlab.Response, error) {
-		return g.client.Commits.ListCommits(g.options.Path, &gitlab.ListCommitsOptions{
+		return g.client.Commits.ListCommits(g.options.ProjectID, &gitlab.ListCommitsOptions{
 			RefName:     &refName,
 			ListOptions: listOptions,
 		}, gitlab.WithContext(ctx))
@@ -157,7 +156,7 @@ func (g *GitLab) prForCommit(ctx context.Context, commit git.Commit) (*git.PullR
 
 	log.Debug("fetching pull requests associated with commit")
 	associatedMRs, _, err := g.client.Commits.ListMergeRequestsByCommit(
-		g.options.Path, commit.Hash,
+		g.options.ProjectID, commit.Hash,
 		gitlab.WithContext(ctx),
 	)
 	if err != nil {
@@ -183,7 +182,7 @@ func (g *GitLab) prForCommit(ctx context.Context, commit git.Commit) (*git.PullR
 func (g *GitLab) EnsureLabelsExist(ctx context.Context, labels []releasepr.Label) error {
 	g.log.Debug("fetching labels on repo")
 	glLabels, err := all(func(listOptions gitlab.ListOptions) ([]*gitlab.Label, *gitlab.Response, error) {
-		return g.client.Labels.ListLabels(g.options.Path, &gitlab.ListLabelsOptions{
+		return g.client.Labels.ListLabels(g.options.ProjectID, &gitlab.ListLabelsOptions{
 			ListOptions: listOptions,
 		}, gitlab.WithContext(ctx))
 	})
@@ -196,7 +195,7 @@ func (g *GitLab) EnsureLabelsExist(ctx context.Context, labels []releasepr.Label
 			return glLabel.Name == label.Name
 		}) {
 			g.log.Info("creating label in repository", "label.name", label)
-			_, _, err := g.client.Labels.CreateLabel(g.options.Path, &gitlab.CreateLabelOptions{
+			_, _, err := g.client.Labels.CreateLabel(g.options.ProjectID, &gitlab.CreateLabelOptions{
 				Name:        pointer.Pointer(label.Name),
 				Color:       pointer.Pointer("#" + label.Color),
 				Description: pointer.Pointer(label.Description),
@@ -214,7 +213,7 @@ func (g *GitLab) EnsureLabelsExist(ctx context.Context, labels []releasepr.Label
 func (g *GitLab) PullRequestForBranch(ctx context.Context, branch string) (*releasepr.ReleasePullRequest, error) {
 	// There should only be a single open merge request from branch into g.options.BaseBranch at any given moment.
 	// We can skip pagination and just return the first result.
-	mrs, _, err := g.client.MergeRequests.ListProjectMergeRequests(g.options.Path, &gitlab.ListProjectMergeRequestsOptions{
+	mrs, _, err := g.client.MergeRequests.ListProjectMergeRequests(g.options.ProjectID, &gitlab.ListProjectMergeRequestsOptions{
 		State:        pointer.Pointer(PRStateOpen),
 		SourceBranch: pointer.Pointer(branch),
 		TargetBranch: pointer.Pointer(g.options.BaseBranch),
@@ -240,7 +239,7 @@ func (g *GitLab) CreatePullRequest(ctx context.Context, pr *releasepr.ReleasePul
 		labels = append(labels, label.Name)
 	}
 
-	glMR, _, err := g.client.MergeRequests.CreateMergeRequest(g.options.Path, &gitlab.CreateMergeRequestOptions{
+	glMR, _, err := g.client.MergeRequests.CreateMergeRequest(g.options.ProjectID, &gitlab.CreateMergeRequestOptions{
 		Title:        &pr.Title,
 		Description:  &pr.Description,
 		SourceBranch: &pr.Head,
@@ -257,7 +256,7 @@ func (g *GitLab) CreatePullRequest(ctx context.Context, pr *releasepr.ReleasePul
 }
 
 func (g *GitLab) UpdatePullRequest(ctx context.Context, pr *releasepr.ReleasePullRequest) error {
-	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.Path, pr.ID, &gitlab.UpdateMergeRequestOptions{
+	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.ProjectID, pr.ID, &gitlab.UpdateMergeRequestOptions{
 		Title:       &pr.Title,
 		Description: &pr.Description,
 	}, gitlab.WithContext(ctx))
@@ -280,7 +279,7 @@ func (g *GitLab) SetPullRequestLabels(ctx context.Context, pr *releasepr.Release
 		addLabels = append(addLabels, label.Name)
 	}
 
-	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.Path, pr.ID, &gitlab.UpdateMergeRequestOptions{
+	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.ProjectID, pr.ID, &gitlab.UpdateMergeRequestOptions{
 		RemoveLabels: &removeLabels,
 		AddLabels:    &addLabels,
 	}, gitlab.WithContext(ctx))
@@ -293,7 +292,7 @@ func (g *GitLab) SetPullRequestLabels(ctx context.Context, pr *releasepr.Release
 }
 
 func (g *GitLab) ClosePullRequest(ctx context.Context, pr *releasepr.ReleasePullRequest) error {
-	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.Path, pr.ID, &gitlab.UpdateMergeRequestOptions{
+	_, _, err := g.client.MergeRequests.UpdateMergeRequest(g.options.ProjectID, pr.ID, &gitlab.UpdateMergeRequestOptions{
 		StateEvent: pointer.Pointer(PRStateEventClose),
 	}, gitlab.WithContext(ctx))
 
@@ -327,7 +326,7 @@ func (g *GitLab) PendingReleases(ctx context.Context, pendingLabel releasepr.Lab
 }
 
 func (g *GitLab) CreateRelease(ctx context.Context, commit git.Commit, title, changelog string, _, _ bool) error {
-	_, _, err := g.client.Releases.CreateRelease(g.options.Path, &gitlab.CreateReleaseOptions{
+	_, _, err := g.client.Releases.CreateRelease(g.options.ProjectID, &gitlab.CreateReleaseOptions{
 		Name:        &title,
 		TagName:     &title,
 		Description: &changelog,
@@ -397,15 +396,16 @@ func (g *Options) autodiscover() {
 		g.APIToken = apiToken
 	}
 
-	if projectPath := os.Getenv(EnvProjectPath); projectPath != "" {
-		g.Path = projectPath
-	}
+	// TODO: Replace hardcode project-id with a better alternative
+	g.ProjectID = 60698565
 }
 
 type Options struct {
 	forge.Options
 
-	Path string
+	Path      string
+	Repo      string
+	ProjectID int
 
 	APIToken string
 }