diff --git a/scripts/progress.sh b/scripts/progress.sh
new file mode 100755
index 0000000..5b11665
--- /dev/null
+++ b/scripts/progress.sh
@@ -0,0 +1,168 @@
+#!/usr/bin/env bash
+
+# This script calculates the progress of the project by comparing the numbers of issues corresponding to exercises and
+# problems.  The issues are fetched via GitHub API and filtered by specific milestone or label.
+
+gh auth login
+
+chapters_count=$((35+4))
+
+issues_total=0
+issues_closed=0
+
+printf '\nCATEGORY\t\tCLOSED\tTOTAL\tRATIO\n\n'
+
+print_progress() {
+  progress=$(echo "scale=2; ($2 / $3) * 100" | bc)
+  printf '%s\t\t%d\t%d\t%.0f%%\n' "$1" "$2" "$3" "$progress"
+}
+
+fetch_issues_count() {
+  local query="repo:wojtask/clrs4e-solutions+is:issue"
+  local mq="-label:migratable"
+  local pq="-label:picture"
+  local iq="-label:implementation"
+  local sq="-label:starred"
+  for param in "$@"; do
+    case $param in
+      "c")
+        query+="+is:closed"
+        ;;
+      "m")
+        mq=${mq:1} # remove the '-' at the beginning
+        ;;
+      "p")
+        pq=${pq:1}
+        ;;
+      "i")
+        iq=${iq:1}
+        ;;
+      "s")
+        sq=${sq:1}
+        ;;
+    esac
+  done
+  query+="+${mq}+${pq}+${iq}+${sq}"
+
+  local result
+  result="$(gh api \
+    -H "Accept: application/vnd.github+json" \
+    -H "X-GitHub-Api-Version: 2022-11-28" \
+    "/search/issues?q=$query" \
+      | jq '.total_count')"
+  sleep 2 # this is to avoid rate limits when calling the GitHub API
+  echo "$result"
+}
+
+for (( chapter_milestone_number = 3; chapter_milestone_number < 3 + chapters_count; chapter_milestone_number ++ )); do
+  response=$(gh api \
+    -H "Accept: application/vnd.github+json" \
+    -H "X-GitHub-Api-Version: 2022-11-28" \
+    "/repos/wojtask/clrs4e-solutions/milestones/$chapter_milestone_number")
+  sleep 1 # this is to avoid rate limits when calling the GitHub API
+
+  title=$(echo "$response" | jq -r '.title')
+  chapter_open=$(echo "$response" | jq -r '.open_issues')
+  chapter_closed=$(echo "$response" | jq -r '.closed_issues')
+  chapter_total=$((chapter_open + chapter_closed))
+
+  print_progress "$title" "$chapter_closed" "$chapter_total"
+
+  issues_closed=$((issues_closed + chapter_closed))
+  issues_total=$((issues_total + chapter_total))
+done
+
+printf '\n'
+
+m_total=$(fetch_issues_count m)
+m_closed=$(fetch_issues_count m c)
+print_progress "Migratable " "$m_closed" "$m_total"
+
+p_total=$(fetch_issues_count p)
+p_closed=$(fetch_issues_count p c)
+print_progress "Pictures" "$p_closed" "$p_total"
+
+i_total=$(fetch_issues_count i)
+i_closed=$(fetch_issues_count i c)
+print_progress "Implementations" "$i_closed" "$i_total"
+
+s_total=$(fetch_issues_count s)
+s_closed=$(fetch_issues_count s c)
+print_progress "Starred " "$s_closed" "$s_total"
+
+printf '\n'
+print_progress "Total   " "$issues_closed" "$issues_total"
+
+# regular task weight (i.e., not migratable, no other modifiers)
+# 2 was chosen so that the weight of migratable tasks which is halved, is integer
+r_weight=2
+
+# migratable task weight; it's assumed that a migration is about a half amount of work on a regular task
+m_weight=1
+
+# weights of a single modifier: picture, implementation or star
+p_weight=$r_weight
+i_weight=$r_weight
+s_weight=$r_weight
+
+# weights of nonmigratable tasks with a single modifier: picture, implementation or star
+rp_weight=$((r_weight + p_weight))
+ri_weight=$((r_weight * i_weight))
+rs_weight=$((r_weight * s_weight))
+
+# weights of migratable tasks with a single modifier: picture, implementation or star
+mp_weight=$((m_weight + p_weight))
+mi_weight=$((m_weight + i_weight))
+# star shouldn't affect the migration (the task was already solved)
+ms_weight=$m_weight
+
+# weights of tasks with exactly two modifiers
+rpi_weight=$((r_weight + p_weight + i_weight))
+rps_weight=$((r_weight + p_weight + s_weight))
+ris_weight=$((r_weight + i_weight + s_weight))
+mpi_weight=$((m_weight + p_weight + i_weight))
+mps_weight=$mp_weight
+mis_weight=$mi_weight
+
+# weights of tasks with all three modifiers
+rpis_weight=$((r_weight + p_weight + i_weight + s_weight))
+mpis_weight=$mpi_weight
+
+weighted_total=0
+((weighted_total=weighted_total+$(($(fetch_issues_count) * r_weight))))
+((weighted_total=weighted_total+$((m_total * m_weight))))
+((weighted_total=weighted_total+$((p_total * rp_weight))))
+((weighted_total=weighted_total+$((i_total * ri_weight))))
+((weighted_total=weighted_total+$((s_total * rs_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m p) * mp_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m i) * mi_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m s) * ms_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count p i) * rpi_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count p s) * rps_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count i s) * ris_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m p i) * mpi_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m p s) * mps_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m i s) * mis_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count p i s) * rpis_weight))))
+((weighted_total=weighted_total+$(($(fetch_issues_count m p i s) * mpis_weight))))
+
+weighted_closed=0
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c) * r_weight))))
+((weighted_closed=weighted_closed+$((m_closed * m_weight))))
+((weighted_closed=weighted_closed+$((p_closed * rp_weight))))
+((weighted_closed=weighted_closed+$((i_closed * ri_weight))))
+((weighted_closed=weighted_closed+$((s_closed * rs_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m p) * mp_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m i) * mi_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m s) * ms_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c p i) * rpi_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c p s) * rps_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c i s) * ris_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m p i) * mpi_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m p s) * mps_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m i s) * mis_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c p i s) * rpis_weight))))
+((weighted_closed=weighted_closed+$(($(fetch_issues_count c m p i s) * mpis_weight))))
+
+printf '\n'
+print_progress "Weighted" "$weighted_closed" "$weighted_total"