diff --git a/tests/unit/test_github_requirements.py b/tests/unit/test_github_requirements.py
index 301ea2f..43bdfc2 100644
--- a/tests/unit/test_github_requirements.py
+++ b/tests/unit/test_github_requirements.py
@@ -142,7 +142,7 @@
 
         A = self.fake_github.openFakePullRequest('org/project4', 'master', 'A')
         # Add derp to writers
-        A.writers.append('derp')
+        A.writers.extend(('derp', 'werp'))
         # A comment event that we will keep submitting to trigger
         comment = A.getCommentAddedEvent('test me')
         self.fake_github.emitEvent(comment)
@@ -156,16 +156,29 @@
         self.waitUntilSettled()
         self.assertEqual(len(self.history), 0)
 
+        # A negative review from werp should not cause it to be enqueued
+        A.addReview('werp', 'CHANGES_REQUESTED')
+        self.fake_github.emitEvent(comment)
+        self.waitUntilSettled()
+        self.assertEqual(len(self.history), 0)
+
         # A positive from nobody should not cause it to be enqueued
         A.addReview('nobody', 'APPROVED')
         self.fake_github.emitEvent(comment)
         self.waitUntilSettled()
         self.assertEqual(len(self.history), 0)
 
-        # A positive review from derp should cause it to be enqueued
+        # A positive review from derp should still be blocked by the
+        # negative review from werp
         A.addReview('derp', 'APPROVED')
         self.fake_github.emitEvent(comment)
         self.waitUntilSettled()
+        self.assertEqual(len(self.history), 0)
+
+        # A positive review from werp should cause it to be enqueued
+        A.addReview('werp', 'APPROVED')
+        self.fake_github.emitEvent(comment)
+        self.waitUntilSettled()
         self.assertEqual(len(self.history), 1)
         self.assertEqual(self.history[0].name, 'project4-reviewreq')
 
diff --git a/zuul/driver/github/githubmodel.py b/zuul/driver/github/githubmodel.py
index 9516097..cfd1bc0 100644
--- a/zuul/driver/github/githubmodel.py
+++ b/zuul/driver/github/githubmodel.py
@@ -60,9 +60,12 @@
 
 
 class GithubCommonFilter(object):
-    def __init__(self, required_reviews=[], required_statuses=[]):
+    def __init__(self, required_reviews=[], required_statuses=[],
+                 reject_reviews=[]):
         self._required_reviews = copy.deepcopy(required_reviews)
+        self._reject_reviews = copy.deepcopy(reject_reviews)
         self.required_reviews = self._tidy_reviews(required_reviews)
+        self.reject_reviews = self._tidy_reviews(reject_reviews)
         self.required_statuses = required_statuses
 
     def _tidy_reviews(self, reviews):
@@ -109,15 +112,17 @@
         return True
 
     def matchesReviews(self, change):
-        if self.required_reviews:
+        if self.required_reviews or self.reject_reviews:
             if not hasattr(change, 'number'):
                 # not a PR, no reviews
                 return False
-            if not change.reviews:
-                # No reviews means no matching
+            if self.required_reviews and not change.reviews:
+                # No reviews means no matching of required bits
+                # having reject reviews but no reviews on the change is okay
                 return False
 
-        return self.matchesRequiredReviews(change)
+        return (self.matchesRequiredReviews(change) and
+                self.matchesNoRejectReviews(change))
 
     def matchesRequiredReviews(self, change):
         for rreview in self.required_reviews:
@@ -131,6 +136,14 @@
                 return False
         return True
 
+    def matchesNoRejectReviews(self, change):
+        for rreview in self.reject_reviews:
+            for review in change.reviews:
+                if self._match_review_required_review(rreview, review):
+                    # A review matched, we can reject right away
+                    return False
+        return True
+
     def matchesRequiredStatuses(self, change):
         # statuses are ORed
         # A PR head can have multiple statuses on it. If the change
@@ -271,10 +284,11 @@
 
 class GithubRefFilter(RefFilter, GithubCommonFilter):
     def __init__(self, connection_name, statuses=[], required_reviews=[],
-                 open=None, current_patchset=None):
+                 reject_reviews=[], open=None, current_patchset=None):
         RefFilter.__init__(self, connection_name)
 
         GithubCommonFilter.__init__(self, required_reviews=required_reviews,
+                                    reject_reviews=reject_reviews,
                                     required_statuses=statuses)
         self.statuses = statuses
         self.open = open
@@ -289,6 +303,9 @@
         if self.required_reviews:
             ret += (' required-reviews: %s' %
                     str(self.required_reviews))
+        if self.reject_reviews:
+            ret += (' reject-reviews: %s' %
+                    str(self.reject_reviews))
         if self.open:
             ret += ' open: %s' % self.open
         if self.current_patchset:
@@ -320,7 +337,7 @@
             else:
                 return False
 
-        # required reviews are ANDed
+        # required reviews are ANDed (reject reviews are ORed)
         if not self.matchesReviews(change):
             return False
 
diff --git a/zuul/driver/github/githubsource.py b/zuul/driver/github/githubsource.py
index 1c2f727..519ebf1 100644
--- a/zuul/driver/github/githubsource.py
+++ b/zuul/driver/github/githubsource.py
@@ -101,7 +101,11 @@
         return [f]
 
     def getRejectFilters(self, config):
-        return []
+        f = GithubRefFilter(
+            connection_name=self.connection.connection_name,
+            reject_reviews=to_list(config.get('review'))
+        )
+        return [f]
 
 
 review = v.Schema({'username': str,