diff --git a/plugins/spamassassin b/plugins/spamassassin
index be5c2ef..1279681 100644
--- a/plugins/spamassassin
+++ b/plugins/spamassassin
@@ -134,7 +134,7 @@ Make the "subject munge string" configurable
   * added support for per-user SpamAssassin preferences
   * updated get_spam_results so that score=N.N works (as well as hits=N.N)
   * rewrote the X-Spam-* header additions so that SA generated headers are
-    not discarded. Admin can alter SA headers with add_header in their SA
+    preserved. Admins can alter SA headers with add_header in their SA
     config. Subverting their changes there is unexpected. Making them read
     code to figure out why is an unnecessary hurdle.
   * added assemble_message, so we can calc content size which spamd wants
@@ -144,7 +144,6 @@ Make the "subject munge string" configurable
 use strict;
 use warnings;
 
-use lib 'lib';
 use Qpsmtpd::Constants;
 use Qpsmtpd::DSN;
 
@@ -398,6 +397,8 @@ sub reject {
     my $status = "$ham_or_spam, $score";
     my $learn = '';
     if ( $sa_results->{autolearn} ) {
+        $self->adjust_karma( 1 )  if $ham_or_spam eq 'Ham';
+        $self->adjust_karma( -1 ) if $ham_or_spam eq 'Spam';
         $learn = "learn=". $sa_results->{autolearn};
     };
 
@@ -417,8 +418,6 @@ sub reject {
         }
     }
 
-    $self->adjust_karma( -1 );
-# default of media_unsupported is DENY, so just change the message
     $self->log(LOGINFO, "fail, $status, > $reject, $learn");
     return ($self->get_reject_type(), "spam score exceeded threshold");
 }
@@ -477,7 +476,7 @@ sub parse_spam_header {
     }
     $r{is_spam} = $is_spam;
 
-    # backwards compatibility for SA versions < 3
+    # compatibility for SA versions < 3
     if ( defined $r{hits} && ! defined $r{score} ) {
         $r{score} = delete $r{hits};
     };