diff --git a/.gitignore b/.gitignore
index c9701f4b..30095eae 100644
--- a/.gitignore
+++ b/.gitignore
@@ -86,3 +86,4 @@ html/
 latex/
 
 .DS_Store
+*.err
diff --git a/README.md b/README.md
index 6308ba33..e67335e7 100644
--- a/README.md
+++ b/README.md
@@ -491,6 +491,60 @@ Note both jobs require [authentication](#authentication-authorization).
 
 ### Footnotes
 
+#### Check for all possible issues
+
+The script named `check-all.sh` is to be used to check the sources for all detectable errors and issues. This script can be run w/o any arguments:
+
+```
+./check-all.sh
+```
+
+Expected script output:
+
+```
+Running all tests and checkers
+  Check all BASH scripts
+    OK
+  Check documentation strings in all Python source file
+    OK
+  Detect common errors in all Python source file
+    OK
+  Detect dead code in all Python source file
+    OK
+  Run Python linter for Python source file
+    OK
+  Unit tests for this project
+    OK
+Done
+
+Overal result
+  OK
+```
+
+An example of script output when one error is detected:
+
+```
+Running all tests and checkers
+  Check all BASH scripts
+    Error: please look into files check-bashscripts.log and check-bashscripts.err for possible causes
+  Check documentation strings in all Python source file
+    OK
+  Detect common errors in all Python source file
+    OK
+  Detect dead code in all Python source file
+    OK
+  Run Python linter for Python source file
+    OK
+  Unit tests for this project
+    OK
+Done
+
+Overal result
+  One error detected!
+```
+
+Please note that the script creates bunch of `*.log` and `*.err` files that are temporary and won't be commited into the project repository.
+
 #### Coding standards
 
 - You can use scripts `run-linter.sh` and `check-docstyle.sh` to check if the code follows [PEP 8](https://www.python.org/dev/peps/pep-0008/) and [PEP 257](https://www.python.org/dev/peps/pep-0257/) coding standards. These scripts can be run w/o any arguments:
diff --git a/check-all.sh b/check-all.sh
new file mode 100755
index 00000000..78eeb3e5
--- /dev/null
+++ b/check-all.sh
@@ -0,0 +1,115 @@
+#!/bin/bash
+
+# Script to check the sources for all detectable errors and issues
+
+
+# error counter
+errors=0
+
+
+
+# check the terminal and set up the colors for terminal
+terminal_setup() {
+    # try to detect the terminal
+    TERM=${TERM:-xterm}
+
+    # set up terminal colors
+    NORMAL=$(tput sgr0)
+    RED=$(tput bold && tput setaf 1)
+    GREEN=$(tput bold && tput setaf 2)
+    YELLOW=$(tput bold && tput setaf 3)
+    BLUE=$(tput bold && tput setaf 4)
+}
+
+
+
+# run selected checker or test script
+run_checker() {
+    local cmd="$1.sh"
+    local log="$1.log"
+    local err="$1.err"
+    # run the checker, redirect all logs and errors
+    "./${cmd}" > "${log}" 2> "${err}"
+    return $?
+}
+
+
+
+# check results
+check_results() {
+    if [ "$1" -eq 0 ]
+    then
+        printf "    %sOK%s\n" "${GREEN}" "${NORMAL}"
+    else
+        printf "    %sError%s: " "${RED}" "${NORMAL}"
+        printf "please look into files %s%s.log%s and %s%s.err%s for possible causes\n" "${BLUE}" "$2" "${NORMAL}" "${BLUE}" "$2" "${NORMAL}"
+        errors=$((errors+1))
+    fi
+}
+
+
+
+# run all checkers
+run_all_checkers() {
+    printf "%sRunning all tests and checkers%s\n" "${YELLOW}" "${NORMAL}"
+
+    echo "  Check all BASH scripts"
+    run_checker check-bashscripts
+    check_results $? check-bashscripts
+
+    echo "  Check documentation strings in all Python source file"
+    run_checker check-docstyle
+    check_results $? check-docstyle
+
+    echo "  Detect common errors in all Python source file"
+    run_checker detect-common-errors
+    check_results $? detect-common-errors
+
+    echo "  Detect dead code in all Python source file"
+    run_checker detect-dead-code
+    check_results $? detect-dead-code
+
+    echo "  Run Python linter for Python source file"
+    run_checker run-linter
+    check_results $? run-linter
+
+    echo "  Unit tests for this project"
+    run_checker runtest
+    check_results $? runtest
+
+    printf "%sDone%s\n\n" "${YELLOW}" "${NORMAL}"
+}
+
+
+
+# print out overall results
+overall_results() {
+    printf "%sOveral result%s\n" "${YELLOW}" "${NORMAL}"
+
+    if [ $errors -eq 0 ]
+    then
+        printf "  %sOK%s\n" "${GREEN}" "${NORMAL}"
+    else
+        if [ $errors -eq 1 ]
+        then
+            printf "  %sOne%s %serror detected!%s\n" "${BLUE}" "${NORMAL}" "${RED}" "${NORMAL}"
+        else
+            printf "  %s%s%s %serrors detected!%s\n" "${BLUE}" $errors "${NORMAL}" "${RED}" "${NORMAL}"
+        fi
+    fi
+}
+
+
+
+terminal_setup
+
+SCRIPT_DIR="$( cd "$( dirname "$0" )" && pwd )"
+
+pushd "${SCRIPT_DIR}/"
+run_all_checkers
+overall_results
+popd
+
+# 0 - ok
+# >0 - some errors has been detected
+exit $errors