diff --git a/client/search.go b/client/search.go
index bdfe727..71eb070 100644
--- a/client/search.go
+++ b/client/search.go
@@ -7,6 +7,7 @@ import "strings"
 import "cloud.google.com/go/civil"
 
 type SearchQuery struct {
+	AssigneeAny []*User
 	SectionsAny []*Section
 	Completed   *bool
 	Due         *bool
@@ -26,11 +27,20 @@ func (wc *WorkspaceClient) Search(q *SearchQuery) ([]*Task, error) {
 	path := fmt.Sprintf("workspaces/%s/tasks/search", wc.workspace.GID)
 
 	values := &url.Values{
+		"is_subtask":     []string{"false"},
 		"sort_by":        []string{"created_at"},
 		"sort_ascending": []string{"true"},
 	}
 
-	values.Add("opt_fields", "created_at,due_on,html_notes,name")
+	values.Add("opt_fields", "assignee_section,created_at,due_on,html_notes,name")
+
+	if len(q.AssigneeAny) > 0 {
+		gids := []string{}
+		for _, u := range q.AssigneeAny {
+			gids = append(gids, u.GID)
+		}
+		values.Add("assignee.any", strings.Join(gids, ","))
+	}
 
 	if len(q.SectionsAny) > 0 {
 		gids := []string{}
diff --git a/client/task.go b/client/task.go
index 808ae0b..93c0302 100644
--- a/client/task.go
+++ b/client/task.go
@@ -7,13 +7,18 @@ import "cloud.google.com/go/civil"
 import "golang.org/x/net/html"
 
 type Task struct {
-	GID             string      `json:"gid,omitempty"`
-	Name            string      `json:"name,omitempty"`
-	CreatedAt       string      `json:"created_at,omitempty"`
-	DueOn           string      `json:"due_on,omitempty"`
-	ParsedDueOn     *civil.Date `json:"-"`
-	HTMLNotes       string      `json:"html_notes,omitempty"`
-	ParsedHTMLNotes *html.Node  `json:"-"`
+	GID             string           `json:"gid,omitempty"`
+	Name            string           `json:"name,omitempty"`
+	CreatedAt       string           `json:"created_at,omitempty"`
+	DueOn           string           `json:"due_on,omitempty"`
+	ParsedDueOn     *civil.Date      `json:"-"`
+	HTMLNotes       string           `json:"html_notes,omitempty"`
+	ParsedHTMLNotes *html.Node       `json:"-"`
+	AssigneeSection *AssigneeSection `json:"assignee_section"`
+}
+
+type AssigneeSection struct {
+	GID string `json:"gid,omitempty"`
 }
 
 type taskResponse struct {
diff --git a/headers/headers.go b/headers/headers.go
index 8967a5c..4733805 100644
--- a/headers/headers.go
+++ b/headers/headers.go
@@ -3,8 +3,8 @@ package headers
 import "net/http"
 
 type Headers struct {
-  header http.Header
-  rt http.RoundTripper
+	header http.Header
+	rt     http.RoundTripper
 }
 
 func NewHeaders(c *http.Client) Headers {
@@ -12,25 +12,25 @@ func NewHeaders(c *http.Client) Headers {
 		c.Transport = http.DefaultTransport
 	}
 
-  ret := Headers{
-    header: http.Header{},
-    rt: c.Transport,
-  }
+	ret := Headers{
+		header: http.Header{},
+		rt:     c.Transport,
+	}
 
-  c.Transport = ret
+	c.Transport = ret
 
-  return ret
+	return ret
 }
 
 func (h *Headers) Add(key, value string) {
-  h.header.Add(key, value)
+	h.header.Add(key, value)
 }
 
 func (h Headers) RoundTrip(req *http.Request) (*http.Response, error) {
 	for key, vals := range h.header {
-    for _, val := range vals {
-		  req.Header.Add(key, val)
-    }
+		for _, val := range vals {
+			req.Header.Add(key, val)
+		}
 	}
 
 	return h.rt.RoundTrip(req)
diff --git a/rules/rules.go b/rules/rules.go
index 8b096a3..37c716d 100644
--- a/rules/rules.go
+++ b/rules/rules.go
@@ -12,7 +12,7 @@ import "golang.org/x/net/html/atom"
 
 type queryMutator func(*client.WorkspaceClient, *client.SearchQuery) error
 type taskActor func(*client.WorkspaceClient, *client.Task) error
-type taskFilter func(*client.WorkspaceClient, *client.Task) (bool, error)
+type taskFilter func(*client.WorkspaceClient, *client.SearchQuery, *client.Task) (bool, error)
 type workspaceClientGetter func(*client.Client) (*client.WorkspaceClient, error)
 
 type periodic struct {
@@ -54,6 +54,13 @@ func InWorkspace(name string) *periodic {
 // Query mutators
 func (p *periodic) InMyTasksSections(names ...string) *periodic {
 	p.queryMutators = append(p.queryMutators, func(wc *client.WorkspaceClient, q *client.SearchQuery) error {
+		u, err := wc.GetMe()
+		if err != nil {
+			return err
+		}
+
+		q.AssigneeAny = append(q.AssigneeAny, u)
+
 		utl, err := wc.GetMyUserTaskList()
 		if err != nil {
 			return err
@@ -76,6 +83,18 @@ func (p *periodic) InMyTasksSections(names ...string) *periodic {
 		return nil
 	})
 
+	// Backup filter if the API misbehaves
+	// Asana issue #600801
+	p.taskFilters = append(p.taskFilters, func(wc *client.WorkspaceClient, q *client.SearchQuery, t *client.Task) (bool, error) {
+		for _, sec := range q.SectionsAny {
+			if sec.GID == t.AssigneeSection.GID {
+				return true, nil
+			}
+		}
+
+		return false, nil
+	})
+
 	return p
 }
 
@@ -204,7 +223,7 @@ func (p *periodic) WithoutTagsAnyOf(names ...string) *periodic {
 
 // Task filters
 func (p *periodic) WithUnlinkedURL() *periodic {
-	p.taskFilters = append(p.taskFilters, func(wc *client.WorkspaceClient, t *client.Task) (bool, error) {
+	p.taskFilters = append(p.taskFilters, func(wc *client.WorkspaceClient, _ *client.SearchQuery, t *client.Task) (bool, error) {
 		return hasUnlinkedURL(t.ParsedHTMLNotes), nil
 	})
 
@@ -213,7 +232,7 @@ func (p *periodic) WithUnlinkedURL() *periodic {
 
 func (p *periodic) WithoutDue() *periodic {
 	// We can't mutate the query because due_on=null is buggy in the Asana API
-	p.taskFilters = append(p.taskFilters, func(wc *client.WorkspaceClient, t *client.Task) (bool, error) {
+	p.taskFilters = append(p.taskFilters, func(wc *client.WorkspaceClient, _ *client.SearchQuery, t *client.Task) (bool, error) {
 		return t.ParsedDueOn == nil, nil
 	})
 
@@ -327,7 +346,7 @@ func (p *periodic) exec(c *client.Client) error {
 		included := true
 
 		for _, filter := range p.taskFilters {
-			include, err := filter(wc, task)
+			include, err := filter(wc, q, task)
 			if err != nil {
 				return err
 			}