diff --git a/cmd/analyze.go b/cmd/analyze.go
index 12b7511..8865e3e 100644
--- a/cmd/analyze.go
+++ b/cmd/analyze.go
@@ -14,7 +14,7 @@ import (
 	"gmgauthier.com/grokkit/internal/git"
 	"gmgauthier.com/grokkit/internal/grok"
 	"gmgauthier.com/grokkit/internal/linter"
-	"gmgauthier.com/grokkit/internal/logger" // note: we use package-level funcs
+	"gmgauthier.com/grokkit/internal/logger"
 	"gmgauthier.com/grokkit/internal/prompts"
 )
 
@@ -30,22 +30,15 @@ Uses language-specific prompts discovered in .grokkit/prompts/ or ~/.config/grok
 		}
 		output := viper.GetString("output")
 		if output == "" {
-			// Default to project-local context file inside .grokkit/
 			output = filepath.Join(".grokkit", "analysis.md")
 		}
-		// Fixed: config.GetModel takes (commandName, flagModel)
 		model := config.GetModel("analyze", viper.GetString("model"))
 		yes := viper.GetBool("yes")
 
-		// Logger (use the package-level logger as done in other commands)
-		// (remove the old "log := logger.Get()")
-
-		// Safety check
-		if !git.IsRepo() { // IsRepo takes no arguments
+		if !git.IsRepo() {
 			logger.Warn("Not inside a git repository. Git metadata in report will be limited.")
 		}
 
-		// 1. Discover source files
 		files, err := discoverSourceFiles(dir)
 		if err != nil {
 			logger.Error("Failed to discover source files", "dir", dir, "error", err)
@@ -56,13 +49,11 @@ Uses language-specific prompts discovered in .grokkit/prompts/ or ~/.config/grok
 			os.Exit(1)
 		}
 
-		// 2. Detect primary language
 		lang := linter.DetectPrimaryLanguage(files)
 		if lang == "" {
 			lang = "unknown"
 		}
 
-		// 3. Load language-specific prompt (project → global)
 		promptPath, promptContent, err := prompts.LoadAnalysisPrompt(dir, lang)
 		if err != nil {
 			fmt.Printf("Error: Could not find analysis prompt for language '%s'.\n\n", lang)
@@ -74,27 +65,21 @@ Uses language-specific prompts discovered in .grokkit/prompts/ or ~/.config/grok
 			os.Exit(1)
 		}
 		logger.Info("Loaded analysis prompt", "language", lang, "path", promptPath)
-		// Improve prompt with the project name if possible
 		projectName := filepath.Base(dir)
 		if projectName == "." {
 			projectName = "Current Project"
 		}
 		promptContent = strings.Replace(promptContent, "[Inferred Project Name]", projectName, 1)
 
-		// 4. Build rich project context
 		context := buildProjectContext(dir, files)
 
-		// 5. Call Grok — use the exact working pattern you provided
 		messages := []map[string]string{
 			{"role": "system", "content": promptContent},
 			{"role": "user", "content": fmt.Sprintf("Analyze this %s project and generate the full educational Markdown report now:\n\n%s", lang, context)},
 		}
 
-		// Fixed: NewClient() + Stream()  (or StreamSilent if you prefer no live output)
-		// For a long report, StreamSilent is usually better (no live printing)
 		report := grok.NewClient().StreamSilent(messages, model)
 
-		// 6. Transactional preview + confirmation
 		if !yes {
 			fmt.Println("\n=== Proposed Analysis Report Preview (first 60 lines) ===")
 			previewLines(report, 60)
@@ -110,18 +95,15 @@ Uses language-specific prompts discovered in .grokkit/prompts/ or ~/.config/grok
 			}
 		}
 
-		// 7. Output
 		if output == "-" {
 			fmt.Println(report)
 			return
 		}
 
-		// Ensure .grokkit directory exists
 		if err := os.MkdirAll(".grokkit", 0755); err != nil {
 			logger.Error("Failed to create .grokkit directory", "error", err)
 			os.Exit(1)
 		}
-		// Write the file
 		if err := os.WriteFile(output, []byte(report), 0644); err != nil {
 			logger.Error("Failed to write report", "file", output, "error", err)
 			os.Exit(1)
@@ -138,8 +120,6 @@ func init() {
 	analyzeCmd.Flags().BoolP("yes", "y", false, "Skip confirmation prompt")
 }
 
-// discoverSourceFiles walks the directory and collects all supported source files.
-// It skips common noise directories but DOES descend into cmd/, internal/, etc.
 func discoverSourceFiles(root string) ([]string, error) {
 	var files []string
 	err := filepath.Walk(root, func(path string, info os.FileInfo, err error) error {
@@ -147,17 +127,15 @@ func discoverSourceFiles(root string) ([]string, error) {
 			return err
 		}
 
-		// Skip common hidden/noise directories but still allow descent into source dirs
 		name := info.Name()
 		if info.IsDir() {
-			if strings.HasPrefix(name, ".") && name != "." && name != ".." || // skip .git, .grokkit (except we want .grokkit/prompts? but for source we skip)
+			if strings.HasPrefix(name, ".") && name != "." && name != ".." ||
 				name == "node_modules" || name == "vendor" || name == "build" || name == "dist" {
 				return filepath.SkipDir
 			}
 			return nil
 		}
 
-		// Check if this is a supported source file
 		if _, detectErr := linter.DetectLanguage(path); detectErr == nil {
 			files = append(files, path)
 		}
@@ -166,7 +144,6 @@ func discoverSourceFiles(root string) ([]string, error) {
 	return files, err
 }
 
-// previewLines prints the first N lines of the report (unchanged)
 func previewLines(content string, n int) {
 	scanner := bufio.NewScanner(strings.NewReader(content))
 	for i := 0; i < n && scanner.Scan(); i++ {
@@ -177,11 +154,13 @@ func previewLines(content string, n int) {
 	}
 }
 
-// buildProjectContext — small improvement for better context (optional but nice)
 func buildProjectContext(dir string, files []string) string {
 	var sb strings.Builder
 	sb.WriteString("Project Root: " + dir + "\n\n")
-	sb.WriteString(fmt.Sprintf("Total source files discovered: %d\n\n", len(files)))
+	_, err := fmt.Fprintf(&sb, "Total source files discovered: %d\n\n", len(files))
+	if err != nil {
+		return ""
+	}
 
 	sb.WriteString("Key files (top-level view):\n")
 	for _, f := range files {
@@ -194,7 +173,6 @@ func buildProjectContext(dir string, files []string) string {
 		}
 	}
 
-	// Git remotes
 	if out, err := git.Run([]string{"remote", "-v"}); err == nil && out != "" {
 		sb.WriteString("\nGit Remotes:\n" + out + "\n")
 	}
diff --git a/cmd/edit.go b/cmd/edit.go
index 49b9029..973693d 100644
--- a/cmd/edit.go
+++ b/cmd/edit.go
@@ -103,10 +103,7 @@ var editCmd = &cobra.Command{
 func removeLastModifiedComments(content string) string {
 	lines := strings.Split(content, "\n")
 	cleanedLines := make([]string, 0, len(lines))
-
-	for _, line := range lines {
-		cleanedLines = append(cleanedLines, line)
-	}
+	cleanedLines = append(cleanedLines, lines...)
 
 	return strings.Join(cleanedLines, "\n")
 }