diff --git a/.golangci.yml b/.golangci.yml
index 5a659553..600bef78 100644
--- a/.golangci.yml
+++ b/.golangci.yml
@@ -1,13 +1,2 @@
-version: "2"
-
 run:
   timeout: 5m
-
-linters-settings:
-  staticcheck:
-    go: "1.25"
-    checks: ["all", "-ST1005"]
-
-issues:
-  exclude:
-    - "ST1005"
\ No newline at end of file
diff --git a/generators/github/git_repo.go b/generators/github/git_repo.go
index a57c6217..577fdec4 100644
--- a/generators/github/git_repo.go
+++ b/generators/github/git_repo.go
@@ -6,8 +6,10 @@ import (
 	"net/url"
 	"os"
 	"path/filepath"
+	"regexp"
 	"strings"
 
+	giturlparse "github.com/git-download-manager/git-url-parse"
 	"github.com/meshery/meshkit/generators/models"
 	"github.com/meshery/meshkit/utils"
 	"github.com/meshery/meshkit/utils/helm"
@@ -50,13 +52,29 @@ func (gr GitRepo) GetContent() (models.Package, error) {
 		_ = br.Flush()
 		_ = fd.Close()
 	}()
+	
+	// If root is not specified, enable recursive traversal from root to discover CRDs automatically
+	// This makes the generator robust to repository structure changes
+	rootPath := root
+	isAutoDiscovery := rootPath == ""
+	if isAutoDiscovery {
+		// Use "/**" to enable recursive traversal from repository root
+		rootPath = "/**"
+	}
+	
 	gw := gitWalker.
 		Owner(owner).
 		Repo(repo).
 		Branch(branch).
-		Root(root).
-		RegisterFileInterceptor(fileInterceptor(br)).
-		RegisterDirInterceptor(dirInterceptor(br))
+		Root(rootPath).
+		RegisterFileInterceptor(crdAwareFileInterceptor(br))
+	
+	// Register dirInterceptor to handle Helm charts which may contain CRDs
+	// Note: When doing automatic discovery (recurse mode), dirInterceptor processes directories
+	// and fileInterceptor processes files. For Helm charts, dirInterceptor extracts CRDs from
+	// the chart structure, while fileInterceptor finds standalone CRD files. This ensures we
+	// discover CRDs in both formats without missing any.
+	gw = gw.RegisterDirInterceptor(dirInterceptor(br))
 
 	if version != "" {
 		gw = gw.ReferenceName(fmt.Sprintf("refs/tags/%s", version))
@@ -77,18 +95,38 @@ func (gr GitRepo) GetContent() (models.Package, error) {
 	}, nil
 }
 
+// parseGitURL parses a git URL and extracts owner, repo, branch, and path components
+func parseGitURL(rawURL *url.URL) (owner, repo, branch, path string, err error) {
+	gitRepository := giturlparse.NewGitRepository("", "", rawURL.String(), "")
+	if err := gitRepository.Parse("", 0, ""); err != nil {
+		return "", "", "", "", err
+	}
+
+	owner = gitRepository.Owner
+	repo = gitRepository.Name
+	branch = gitRepository.Branch
+	if branch == "" {
+		branch = "main"
+	}
+	path = gitRepository.Path
+
+	if owner == "" || repo == "" {
+		return "", "", "", "", fmt.Errorf("invalid git URL format: must have at least owner/repo in path: %s", rawURL.String())
+	}
+
+	return owner, repo, branch, path, nil
+}
+
 func (gr GitRepo) extractRepoDetailsFromSourceURL() (owner, repo, branch, root string, err error) {
-	parts := strings.SplitN(strings.TrimPrefix(gr.URL.Path, "/"), "/", 4)
-	size := len(parts)
-	if size > 3 {
-		owner = parts[0]
-		repo = parts[1]
-		branch = parts[2]
-		root = parts[3]
-
-	} else {
-		err = ErrInvalidGitHubSourceURL(fmt.Errorf("Source URL %s is invalid, specify owner, repo, branch and filepath in the url according to the specified source url format", gr.URL.String()))
+	owner, repo, branch, root, err = parseGitURL(gr.URL)
+	if err != nil {
+		err = ErrInvalidGitHubSourceURL(err)
+		return
 	}
+	
+	// If root is empty, we'll use "/**" for recursive traversal in GetContent
+	// This enables automatic CRD discovery
+	
 	return
 }
 
@@ -96,6 +134,7 @@ func (gr GitRepo) ExtractRepoDetailsFromSourceURL() (owner, repo, branch, root s
 	return gr.extractRepoDetailsFromSourceURL()
 }
 
+// fileInterceptor processes all files (original behavior)
 func fileInterceptor(br *bufio.Writer) walker.FileInterceptor {
 	return func(file walker.File) error {
 		tempPath := filepath.Join(os.TempDir(), utils.GetRandomAlphabetsOfDigit(5))
@@ -103,6 +142,81 @@ func fileInterceptor(br *bufio.Writer) walker.FileInterceptor {
 	}
 }
 
+// crdAwareFileInterceptor only processes files that contain CRDs
+// This enables automatic CRD discovery without requiring specific directory paths
+func crdAwareFileInterceptor(br *bufio.Writer) walker.FileInterceptor {
+	return func(file walker.File) error {
+		// Check if the file is a YAML/JSON file that might contain CRDs
+		fileName := strings.ToLower(file.Name)
+		isYAML := strings.HasSuffix(fileName, ".yaml") || strings.HasSuffix(fileName, ".yml")
+		isJSON := strings.HasSuffix(fileName, ".json")
+		
+		if !isYAML && !isJSON {
+			// Skip non-YAML/JSON files
+			return nil
+		}
+		
+		// Check if the file content contains a CRD
+		// Handle both single-document and multi-document YAML files
+		content := file.Content
+		
+		// For multi-document YAML, split by document separator and check each
+		documents := strings.Split(content, "\n---\n")
+		// Also handle documents separated by "---" at the start of a line
+		if len(documents) == 1 {
+			// Try splitting by lines starting with "---"
+			lines := strings.Split(content, "\n")
+			var docs []string
+			var currentDoc strings.Builder
+			for _, line := range lines {
+				if strings.TrimSpace(line) == "---" && currentDoc.Len() > 0 {
+					docs = append(docs, currentDoc.String())
+					currentDoc.Reset()
+				} else {
+					if currentDoc.Len() > 0 {
+						currentDoc.WriteString("\n")
+					}
+					currentDoc.WriteString(line)
+				}
+			}
+			if currentDoc.Len() > 0 {
+				docs = append(docs, currentDoc.String())
+			}
+			if len(docs) > 1 {
+				documents = docs
+			}
+		}
+		
+		// Check each document for CRD
+		hasCRD := false
+		for _, doc := range documents {
+			doc = strings.TrimSpace(doc)
+			if doc == "" {
+				continue
+			}
+			// Check for YAML format
+			if match, _ := regexp.MatchString(`kind:\s*CustomResourceDefinition`, doc); match {
+				hasCRD = true
+				break
+			}
+			// Check for JSON format
+			if match, _ := regexp.MatchString(`"kind"\s*:\s*"CustomResourceDefinition"`, doc); match {
+				hasCRD = true
+				break
+			}
+		}
+		
+		if !hasCRD {
+			// File doesn't contain a CRD, skip it
+			return nil
+		}
+		
+		// File contains a CRD, process it
+		tempPath := filepath.Join(os.TempDir(), utils.GetRandomAlphabetsOfDigit(5))
+		return ProcessContent(br, tempPath, file.Path)
+	}
+}
+
 // When passing a directory to extract charts and the format introspector is provided as file/dir interceptor i.e. ConvertToK8sManifest ensure the Recurese is off. It is required othweise we will process the dir as well as process the file in that dir separately.
 // Add more calrifying commment and entry inside docs.
 func dirInterceptor(br *bufio.Writer) walker.DirInterceptor {
diff --git a/generators/github/scheme_interface.go b/generators/github/scheme_interface.go
index cda361e7..56d18acd 100644
--- a/generators/github/scheme_interface.go
+++ b/generators/github/scheme_interface.go
@@ -3,6 +3,7 @@ package github
 import (
 	"net/url"
 
+	giturlparse "github.com/git-download-manager/git-url-parse"
 	"github.com/meshery/meshkit/generators/models"
 )
 
@@ -11,6 +12,14 @@ type DownloaderScheme interface {
 }
 
 func NewDownloaderForScheme(scheme string, url *url.URL, packageName string) DownloaderScheme {
+	// Check if this is a GitHub URL - route to GitRepo for automatic CRD discovery
+	if isGitHubURL(url) {
+		return GitRepo{
+			URL:         url,
+			PackageName: packageName,
+		}
+	}
+	
 	switch scheme {
 	case "git":
 		return GitRepo{
@@ -27,3 +36,16 @@ func NewDownloaderForScheme(scheme string, url *url.URL, packageName string) Dow
 	}
 	return nil
 }
+
+func isGitHubURL(u *url.URL) bool {
+	gitRepository := giturlparse.NewGitRepository("", "", u.String(), "")
+	if err := gitRepository.Parse("", 0, ""); err != nil {
+		return false
+	}
+
+	if gitRepository.Hostname != "github.com" {
+		return false
+	}
+
+	return gitRepository.Owner != "" && gitRepository.Name != ""
+}
diff --git a/go.mod b/go.mod
index bb542625..11c763fb 100644
--- a/go.mod
+++ b/go.mod
@@ -18,6 +18,7 @@ require (
 	github.com/docker/cli v27.5.1+incompatible
 	github.com/fluxcd/pkg/oci v0.43.1
 	github.com/fluxcd/pkg/tar v0.10.0
+	github.com/git-download-manager/git-url-parse v1.0.3
 	github.com/go-git/go-git/v5 v5.16.4
 	github.com/go-logr/logr v1.4.3
 	github.com/gocarina/gocsv v0.0.0-20240520201108-78e41c74b4b1