diff --git a/docs/reference/cli.md b/docs/reference/cli.md
index a53d3b63..6a74b1c0 100644
--- a/docs/reference/cli.md
+++ b/docs/reference/cli.md
@@ -387,9 +387,14 @@ Quoted arguments preserve spaces:
 
 ### Named Parameters
 
-Named parameters use the format `key="value"` with **mandatory double quotes**:
+Named parameters use the format `key="value"` or `key='value'` with **quoted values**:
 - `/fix-bug issue="PROJ-123"` → `$1` = `issue="PROJ-123"`, `$issue` = `PROJ-123`
 - `/deploy env="production" version="1.2.3"` → `$1` = `env="production"`, `$2` = `version="1.2.3"`, `$env` = `production`, `$version` = `1.2.3`
+- `/run path='/usr/local/bin'` → `$1` = `path='/usr/local/bin'`, `$path` = `/usr/local/bin`
+
+Both double quotes (`"`) and single quotes (`'`) are supported for named parameter values:
+- Double quotes support escape sequences: `msg="He said \"hello\""` → `$msg` = `He said "hello"`
+- Single quotes are literal (no escaping): `path='C:\Users\test'` → `$path` = `C:\Users\test`
 
 Named parameters are counted as positional arguments (retaining their original form) while also being available by their key name:
 - `/task arg1 key="value" arg2` → `$1` = `arg1`, `$2` = `key="value"`, `$3` = `arg2`, `$key` = `value`
@@ -398,7 +403,10 @@ Named parameter values can contain spaces and special characters:
 - `/run message="Hello, World!"` → `$1` = `message="Hello, World!"`, `$message` = `Hello, World!`
 - `/config query="x=y+z"` → `$1` = `query="x=y+z"`, `$query` = `x=y+z`
 
-**Note:** Unquoted values (e.g., `key=value`) or single-quoted values (e.g., `key='value'`) are treated as regular positional arguments, not named parameters.
+You can mix quote types in a single command:
+- `/deploy env="production" region='us-east'` → `$env` = `production`, `$region` = `us-east`
+
+**Note:** Unquoted values (e.g., `key=value`) are treated as regular positional arguments, not named parameters.
 
 ### Example with Positional Parameters
 
diff --git a/pkg/codingcontext/slashcommand.go b/pkg/codingcontext/slashcommand.go
index 68dbb098..e09b0517 100644
--- a/pkg/codingcontext/slashcommand.go
+++ b/pkg/codingcontext/slashcommand.go
@@ -200,8 +200,8 @@ func parseBashArgsWithNamed(s string) (map[string]string, error) {
 	return params, nil
 }
 
-// parseNamedParamWithQuotes checks if an argument is a named parameter in key="value" format.
-// Double quotes are mandatory for the value portion.
+// parseNamedParamWithQuotes checks if an argument is a named parameter in key="value" or key='value' format.
+// Both double quotes and single quotes are supported for the value portion.
 // Returns the key, value (with quotes stripped), and whether it was a valid named parameter.
 // Key must be non-empty and cannot contain spaces or tabs.
 func parseNamedParamWithQuotes(rawArg string) (key string, value string, isNamed bool) {
@@ -220,27 +220,36 @@ func parseNamedParamWithQuotes(rawArg string) (key string, value string, isNamed
 	// The value portion (after '=')
 	valuePart := rawArg[eqIdx+1:]
 
-	// Value must start with double quote (mandatory)
-	if len(valuePart) < 2 || valuePart[0] != '"' {
+	// Value must be quoted (either double or single quotes)
+	if len(valuePart) < 2 {
 		return "", "", false
 	}
 
-	// Value must end with double quote
-	if valuePart[len(valuePart)-1] != '"' {
-		return "", "", false
-	}
+	firstChar := valuePart[0]
+	lastChar := valuePart[len(valuePart)-1]
+
+	// Check if value starts and ends with matching quotes
+	if (firstChar == '"' && lastChar == '"') || (firstChar == '\'' && lastChar == '\'') {
+		// Extract the value between quotes
+		quotedValue := valuePart[1 : len(valuePart)-1]
 
-	// Extract the value between quotes and handle escaped quotes
-	quotedValue := valuePart[1 : len(valuePart)-1]
-	var unescaped strings.Builder
-	for i := 0; i < len(quotedValue); i++ {
-		if quotedValue[i] == '\\' && i+1 < len(quotedValue) && quotedValue[i+1] == '"' {
-			unescaped.WriteByte('"')
-			i++ // Skip the escaped quote
+		// Handle escaped quotes (only for double quotes)
+		if firstChar == '"' {
+			var unescaped strings.Builder
+			for i := 0; i < len(quotedValue); i++ {
+				if quotedValue[i] == '\\' && i+1 < len(quotedValue) && quotedValue[i+1] == '"' {
+					unescaped.WriteByte('"')
+					i++ // Skip the escaped quote
+				} else {
+					unescaped.WriteByte(quotedValue[i])
+				}
+			}
+			return key, unescaped.String(), true
 		} else {
-			unescaped.WriteByte(quotedValue[i])
+			// Single quotes: no escape handling (literal value)
+			return key, quotedValue, true
 		}
 	}
 
-	return key, unescaped.String(), true
+	return "", "", false
 }
diff --git a/pkg/codingcontext/slashcommand_test.go b/pkg/codingcontext/slashcommand_test.go
index 3b8ddc81..67513203 100644
--- a/pkg/codingcontext/slashcommand_test.go
+++ b/pkg/codingcontext/slashcommand_test.go
@@ -319,13 +319,64 @@ func TestParseSlashCommand(t *testing.T) {
 			wantErr: false,
 		},
 		{
-			name:      "single-quoted key=value is treated as positional argument not named parameter",
+			name:      "single-quoted named parameter",
 			command:   `/task key='value'`,
 			wantFound: true,
 			wantTask:  "task",
 			wantParams: map[string]string{
 				"ARGUMENTS": `key='value'`,
-				"1":         "key=value",
+				"1":         `key='value'`,
+				"key":       "value",
+			},
+			wantErr: false,
+		},
+		{
+			name:      "single-quoted named parameter with spaces in value",
+			command:   `/task message='Hello World'`,
+			wantFound: true,
+			wantTask:  "task",
+			wantParams: map[string]string{
+				"ARGUMENTS": `message='Hello World'`,
+				"1":         `message='Hello World'`,
+				"message":   "Hello World",
+			},
+			wantErr: false,
+		},
+		{
+			name:      "single-quoted named parameter with special characters",
+			command:   `/run path='/usr/local/bin'`,
+			wantFound: true,
+			wantTask:  "run",
+			wantParams: map[string]string{
+				"ARGUMENTS": `path='/usr/local/bin'`,
+				"1":         `path='/usr/local/bin'`,
+				"path":      "/usr/local/bin",
+			},
+			wantErr: false,
+		},
+		{
+			name:      "mixed quote types - double and single quotes",
+			command:   `/deploy env="production" region='us-east'`,
+			wantFound: true,
+			wantTask:  "deploy",
+			wantParams: map[string]string{
+				"ARGUMENTS": `env="production" region='us-east'`,
+				"1":         `env="production"`,
+				"2":         `region='us-east'`,
+				"env":       "production",
+				"region":    "us-east",
+			},
+			wantErr: false,
+		},
+		{
+			name:      "single-quoted named parameter with backslash",
+			command:   `/task path='C:\Users\test'`,
+			wantFound: true,
+			wantTask:  "task",
+			wantParams: map[string]string{
+				"ARGUMENTS": `path='C:\Users\test'`,
+				"1":         `path='C:\Users\test'`,
+				"path":      `C:\Users\test`,
 			},
 			wantErr: false,
 		},