diff --git a/DESCRIPTION b/DESCRIPTION
index 590cad835..a39f6c3f0 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -23,7 +23,7 @@ Depends:
 Imports:
     brio,
     callr (>= 3.5.1),
-    cli (>= 2.2.0),
+    cli (>= 3.1.1),
     crayon (>= 1.3.4),
     desc,
     digest,
diff --git a/NEWS.md b/NEWS.md
index a7e268445..87a6d60b1 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -52,6 +52,9 @@
 * When a snapshot changes the hint also mentions that you can use 
   `snapshot_review()` (#1500, @DanChaltiel) and the message tells you what 
   variant is active (#1540).
+* JUnit reporter now includes skip messages/reasons (@rfineman, #1507). 
+
+* Test results show hyperlinks to failed expectation when supported (#1544). 
 
 # testthat 3.1.1
 
diff --git a/R/expectation.R b/R/expectation.R
index 8318b42c9..dd416d6ac 100644
--- a/R/expectation.R
+++ b/R/expectation.R
@@ -260,11 +260,16 @@ expectation_location <- function(x) {
   if (is.null(x$srcref)) {
     "???"
   } else {
-    filename <- attr(x$srcref, "srcfile")$filename
+    srcfile <- attr(x$srcref, "srcfile")
+    filename <- srcfile$filename
     if (identical(filename, "")) {
       paste0("Line ", x$srcref[1])
     } else {
-      paste0(basename(filename), ":", x$srcref[1], ":", x$srcref[2])
+      cli::style_hyperlink(
+        paste0(basename(filename), ":", x$srcref[1], ":", x$srcref[2]),
+        paste0("file://", file.path(srcfile$wd, filename)),
+        params = c(line = x$srcref[1], col = x$srcref[2])
+      )
     }
   }
 }
diff --git a/R/snapshot.R b/R/snapshot.R
index c64a80235..7a079f6ae 100644
--- a/R/snapshot.R
+++ b/R/snapshot.R
@@ -401,9 +401,14 @@ snapshot_accept_hint <- function(variant, file) {
     name <- file.path(variant, file)
   }
 
+  code_accept <- paste0("snapshot_accept('", name, "')")
+  code_review <- paste0("snapshot_review('", name, "')")
+  link <- function(code) {
+    cli::style_hyperlink(code, paste0("rstudio:run:testthat::", code))
+  }
   paste0(
-    "* Run `snapshot_accept('", name, "')` to accept the change\n",
-    "* Run `snapshot_review('", name, "')` to interactively review the change"
+    "* Run `", link(code_accept), "` to accept the change\n",
+    "* Run `", link(code_review), "` to interactively review the change"
   )
 }