diff --git a/hack/jenkins/test-flake-chart/compute_flake_rate.sh b/hack/jenkins/test-flake-chart/compute_flake_rate.sh
new file mode 100644
index 0000000000..5bb557f54c
--- /dev/null
+++ b/hack/jenkins/test-flake-chart/compute_flake_rate.sh
@@ -0,0 +1,174 @@
+#!/bin/bash
+
+# Copyright 2021 The Kubernetes Authors All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -eux -o pipefail
+
+# Get directory of script.
+DIR=$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )
+
+# Update html+js of flake charts.
+gsutil cp "${DIR}/flake_chart.html" gs://minikube-flake-rate/flake_chart.html
+gsutil cp "${DIR}/flake_chart.js" gs://minikube-flake-rate/flake_chart.js
+
+DATA_CSV=$(mktemp)
+FLAKE_RATES_CSV=$(mktemp)
+# Get raw test data.
+gsutil cp gs://minikube-flake-rate/data.csv "${DATA_CSV}"
+# Compute flake rates.
+go run "${DIR}/compute_flake_rate.go" --data-csv="${DATA_CSV}" --date-range=15 > "${FLAKE_RATES_CSV}"
+# Upload flake rates.
+gsutil cp "${FLAKE_RATES_CSV}" gs://minikube-flake-rate/flake_rates.csv
+
+# Threshold to open issues at (either creation or re-opening)
+OPEN_ISSUE_THRESHOLD=80
+# Threshold to close existing issues at
+CLOSE_ISSUE_THRESHOLD=20
+
+# Get a list of issues from Github and extract only those that look like flake issues.
+# Sort by test name for later usage.
+EXISTING_ISSUES_LIST=$(mktemp)
+gh issue list -L 10000 -s all -A "minikube-bot" -l kind/failing-test \
+  | awk '-F\t' 'BEGIN { OFS="," } {
+    where = match($3, /^Frequent test failures of `([a-zA-Z0-9.\/_-]*)`$/, captures)
+    if (where != 0) {
+      print $1, $2, captures[1]
+    }
+  }' \
+  | sort -t , -k 3,3 \
+  > "${EXISTING_ISSUES_LIST}"
+
+# Get a list of only the tests for each issue. 
+EXISTING_ISSUES_TESTS_ONLY=$(mktemp)
+awk -F, '{ print $3 }' "${EXISTING_ISSUES_LIST}" \
+  > "${EXISTING_ISSUES_TESTS_ONLY}"
+
+# Get a list of all tests present in the flake rate CSV.
+FLAKES_TESTS_ONLY=$(mktemp)
+awk -F, 'NR>1 {
+  print $2
+}' "${FLAKE_RATES_CSV}" \
+  | sort \
+  | uniq \
+  > "${FLAKES_TESTS_ONLY}"
+
+# 1) Get only entries above the close threshold
+# 2) Sort by the test name
+# 3) Ensure the list is unique
+# 4) Store in $MID_FLAKES_DATA
+MID_FLAKES_DATA=$(mktemp)
+awk -F, 'BEGIN { OFS="," } NR>1 {
+    if ($3 >= '${CLOSE_ISSUE_THRESHOLD}') {
+      print $1, $2, $3
+    }
+  }' "${FLAKE_RATES_CSV}" \
+  | sort -t , -k 2,2\
+  | uniq \
+  > "${MID_FLAKES_DATA}"
+
+# 1) Get only the test names from the $MID_FLAKES_DATA
+# 2) Ensure the list is unique
+# 3) Get only tests not present in the $MID_FLAKES_DATA
+CLOSE_ISSUES_LIST=$(mktemp)
+awk -F, '{ print $2 }' "${MID_FLAKES_DATA}" \
+  | uniq \
+  | comm -13 - "${FLAKES_TESTS_ONLY}" \
+  > "${CLOSE_ISSUES_LIST}"
+
+# Get test names of issues that are not present in the flake rate CSV and append
+# to the close-issues list.
+awk -F, 'NR>1 { print $2 }' "${FLAKE_RATES_CSV}" \
+  | sort \
+  | uniq \
+  | comm -13 - "${EXISTING_ISSUES_TESTS_ONLY}" \
+  >> "${CLOSE_ISSUES_LIST}"
+
+# 1) Sort the close-issues list
+# 2) Ensure the list is unique
+# 3) Filter the existing issues to only include issues we intend to close
+# 4) Extract only the issue number
+# 5) Close the issue
+sort "${CLOSE_ISSUES_LIST}" \
+  | uniq \
+  | join -t , -1 1 -2 3 - "${EXISTING_ISSUES_LIST}" \
+  | awk -F, '{ if ($3 == "OPEN") { print $2 } }' \
+  | xargs -I % gh issue close %
+
+# Filter the $MID_FLAKES_DATA for tests that surpass the $OPEN_ISSUE_THRESHOLD.
+# Also, only return the test name
+OPEN_ISSUES_LIST=$(mktemp)
+awk -F, '{
+    if ($3 >= '${OPEN_ISSUE_THRESHOLD}') {
+      print $2
+    }
+  }' "${MID_FLAKES_DATA}" \
+  | uniq \
+  > "${OPEN_ISSUES_LIST}"
+
+# 1) Get existing issues that we want to be open
+# 2) Filter for only closed issues, and get just the issue number
+# 3) Reopen the issue
+join -t , -1 1 -2 3 "${OPEN_ISSUES_LIST}" "${EXISTING_ISSUES_LIST}" \
+  | awk -F, '{
+      if ($3 == "CLOSED") {
+        print $2
+      }
+    }' \
+  | xargs -I % gh issue reopen %
+
+# 1) Get only tests without an existing issue
+# 2) For each test, create an issue for it and format into a row for $EXISTING_ISSUES_LIST
+# 3) Append to $EXISTING_ISSUES_LIST
+comm -13 "${EXISTING_ISSUES_TESTS_ONLY}" "${OPEN_ISSUES_LIST}" \
+  | xargs -I % sh -c \
+    'gh issue create -b "Will be filled in with details" -l kind/failing-test -t "Frequent test failures of \`%\`" \
+      | sed -n -r "s~^https://github.com/kubernetes/minikube/issues/([0-9]*)$~\1,OPEN,%~p"' \
+  >> "${EXISTING_ISSUES_LIST}"
+
+# Re-sort $EXISTING_ISSUES_LIST to account for any newly created issues.
+sort -t , -k 3,3 "${EXISTING_ISSUES_LIST}" -o "${EXISTING_ISSUES_LIST}"
+
+# Join the existing issues with those that we wish to report.
+# Only take the test name and issue number.
+MID_FLAKES_ISSUES=$(mktemp)
+join -t , -1 2 -2 3 "${MID_FLAKES_DATA}" "${EXISTING_ISSUES_LIST}" \
+  | awk -F, 'BEGIN { OFS="," } { print $1, $4 }' \
+  | uniq \
+  > "${MID_FLAKES_ISSUES}"
+
+# Go through each high-flake issue.
+ISSUE_BODY_TMP=$(mktemp)
+for ROW in $(cat ${MID_FLAKES_ISSUES}); do
+  # Parse the row into its test name and issue number.
+  IFS=','; ROW_ENTRIES=($ROW); unset IFS
+  TEST_NAME=${ROW_ENTRIES[0]}
+  ISSUE_NUMBER=${ROW_ENTRIES[1]}
+
+  # Clear $ISSUE_BODY_TMP and fill with the standard header.
+  printf "This test has high flake rates for the following environments:\n\n|Environment|Flake Rate (%%)|\n|---|---|\n" > "${ISSUE_BODY_TMP}"
+
+  # 1) Filter $MID_FLAKES_DATA to only include entries with the given test name
+  # 2) Sort by flake rates in descending order
+  # 3) Format the entry into a row in the table
+  # 4) Append all entries to $ISSUE_BODY_TMP
+  echo "${TEST_NAME}" \
+    | join -t , -1 1 -2 2 - "${MID_FLAKES_DATA}" \
+    | sort -t , -g -r -k 3,3 \
+    | awk -F, '{ printf "|%s|%s|\n", $2, $3 }' \
+    >> "${ISSUE_BODY_TMP}"
+  
+  # Edit the issue body to use $ISSUE_BODY_TMP
+  gh issue edit "${ISSUE_NUMBER}" --body "$(cat "$ISSUE_BODY_TMP")"
+done