From 0f6e6522e2e49a9b270ce1ec899be48c2406d58d Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 12:05:28 +0000
Subject: [PATCH 01/15] Initial plan


From 0a3cf7538399b7e5a4e53211a7c93e7c4b50a9b6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 12:19:00 +0000
Subject: [PATCH 02/15] Plan PM-327 implementation

---
 .../gh_project_automation.cpython-312.pyc       | Bin 0 -> 30765 bytes
 ...ate_jira_issue_from_gh_issue.cpython-312.pyc | Bin 0 -> 15010 bytes
 .../__pycache__/jira_sync_logic.cpython-312.pyc | Bin 0 -> 31909 bytes
 .../jira_sync_modules.cpython-312.pyc           | Bin 0 -> 52455 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 __pycache__/gh_project_automation.cpython-312.pyc
 create mode 100644 scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/__pycache__/gh_project_automation.cpython-312.pyc b/__pycache__/gh_project_automation.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..2a65a316d545c20453c3a394f0e82aacec258db9
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HcmV?d00001


From 6ea431bc2da85fc344fd0fd561544b614a7c3207 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 12:19:59 +0000
Subject: [PATCH 03/15] Implement PM-327 Jira PR web-link sync

---
 scripts/jira_sync_logic.py   | 36 ++++++++++++++
 scripts/jira_sync_modules.py | 93 +++++++++++++++++++++++++++++++++++-
 2 files changed, 128 insertions(+), 1 deletion(-)

diff --git a/scripts/jira_sync_logic.py b/scripts/jira_sync_logic.py
index 3dd23ac..fb3f9b8 100644
--- a/scripts/jira_sync_logic.py
+++ b/scripts/jira_sync_logic.py
@@ -21,6 +21,7 @@
     apply_jira_labels_to_pr,
     jira_status_transition,
     add_comment_to_jira,
+    add_pr_weblink_to_jira,
     remove_label_from_jira_issue,
     get_done_issue_keys,
 )
@@ -90,6 +91,13 @@ def manage_labeled_gh_event(
         print("No Jira keys found. Nothing to do.")
         return
 
+    # --- Step 1b: ensure PR URL is linked on Jira issues ---
+    print("\n" + "=" * 60)
+    print(" Step 1b / add_pr_weblink_to_jira")
+    print("=" * 60)
+    pr_url = f"https://github.com/{owner_repo}/pull/{pr_number}"
+    add_pr_weblink_to_jira(jira_keys_json, pr_title, pr_url, jira_auth)
+
     # --- Step 2: add the triggering label ---
     print("\n" + "=" * 60)
     print(" Step 2 / add_label_to_jira_issue")
@@ -263,6 +271,13 @@ def manage_review_gh_event(
         print("No Jira keys found. Nothing to do.")
         return
 
+    # --- Step 1b: ensure PR URL is linked on Jira issues ---
+    print("\n" + "=" * 60)
+    print(" Step 1b / add_pr_weblink_to_jira")
+    print("=" * 60)
+    pr_url = f"https://github.com/{owner_repo}/pull/{pr_number}"
+    add_pr_weblink_to_jira(jira_keys_json, pr_title, pr_url, jira_auth)
+
     # --- Step 2: extract issue details ---
     print("\n" + "=" * 60)
     print(" Step 2 / extract_jira_issue_details")
@@ -380,6 +395,13 @@ def manage_closed_gh_event(
         print("No Jira keys found. Nothing to do.")
         return
 
+    # --- Step 1b: ensure PR URL is linked on Jira issues ---
+    print("\n" + "=" * 60)
+    print(" Step 1b / add_pr_weblink_to_jira")
+    print("=" * 60)
+    pr_url = f"https://github.com/{owner_repo}/pull/{pr_number}"
+    add_pr_weblink_to_jira(jira_keys_json, pr_title, pr_url, jira_auth)
+
     # --- Step 2: extract issue details ---
     print("\n" + "=" * 60)
     print(" Step 2 / extract_jira_issue_details")
@@ -530,6 +552,13 @@ def manage_opened_gh_event(
         print("No Jira keys found. Nothing to do.")
         return
 
+    # --- Step 1b: ensure PR URL is linked on Jira issues ---
+    print("\n" + "=" * 60)
+    print(" Step 1b / add_pr_weblink_to_jira")
+    print("=" * 60)
+    pr_url = f"https://github.com/{owner_repo}/pull/{pr_number}"
+    add_pr_weblink_to_jira(jira_keys_json, pr_title, pr_url, jira_auth)
+
     # --- Step 2: extract issue details ---
     print("\n" + "=" * 60)
     print(" Step 2 / extract_jira_issue_details")
@@ -666,6 +695,13 @@ def manage_unlabeled_gh_event(
         print("No Jira keys found. Nothing to do.")
         return
 
+    # --- Step 1b: ensure PR URL is linked on Jira issues ---
+    print("\n" + "=" * 60)
+    print(" Step 1b / add_pr_weblink_to_jira")
+    print("=" * 60)
+    pr_url = f"https://github.com/{owner_repo}/pull/{pr_number}"
+    add_pr_weblink_to_jira(jira_keys_json, pr_title, pr_url, jira_auth)
+
     # --- Step 2: remove label from Jira (skip priority labels) ---
     print("\n" + "=" * 60)
     print(" Step 2 / remove_label_from_jira_issue")
diff --git a/scripts/jira_sync_modules.py b/scripts/jira_sync_modules.py
index a2b9c6f..5680cb9 100644
--- a/scripts/jira_sync_modules.py
+++ b/scripts/jira_sync_modules.py
@@ -14,6 +14,7 @@
       apply_jira_labels_to_pr
       jira_status_transition
       add_comment_to_jira
+      add_pr_weblink_to_jira
 
 The orchestrator functions and CLI dispatcher live in jira_sync_logic.py
 which imports from this module.
@@ -587,7 +588,7 @@ def remove_label_from_jira_issue(jira_keys_json: str, label: str, jira_auth: str
 _DETAIL_DELIM = ";"
 
 
-def _jira_get(url: str, jira_auth: str) -> dict | None:
+def _jira_get(url: str, jira_auth: str) -> dict | list | None:
     """GET JSON from a Jira REST endpoint. Returns parsed JSON or None on failure."""
     encoded_auth = base64.b64encode(jira_auth.encode()).decode()
 
@@ -1262,6 +1263,96 @@ def add_comment_to_jira(
         print(f"WARNING: {failed} comment(s) failed. Continuing.")
 
 
+def _normalize_url(url: str) -> str:
+    """Normalize URL for stable comparisons."""
+    return (url or "").strip().rstrip("/")
+
+
+def add_pr_weblink_to_jira(
+    jira_keys_json: str,
+    pr_title: str,
+    pr_url: str,
+    jira_auth: str,
+) -> None:
+    """Ensure each Jira issue has a remote link to the PR URL (idempotent)."""
+    print(f"jira_keys_json={jira_keys_json}")
+
+    if not jira_auth:
+        print("Error: jira_auth is not set or empty.")
+        sys.exit(1)
+
+    keys = _parse_jira_keys_json(jira_keys_json)
+    if not keys:
+        print("No Jira keys to sync web links for.")
+        return
+
+    normalized_pr_url = _normalize_url(pr_url)
+    if not normalized_pr_url:
+        print("PR URL is empty; skipping Jira web-link sync.")
+        return
+
+    link_title = (pr_title or "").strip() or normalized_pr_url
+    payload = {
+        "object": {
+            "url": normalized_pr_url,
+            "title": link_title,
+        }
+    }
+
+    ok = 0
+    skipped = 0
+    failed = 0
+
+    for key in keys:
+        get_url = f"{JIRA_BASE_URL}/rest/api/3/issue/{key}/remotelink"
+        print(f"Fetching existing remote links for {key} ...")
+        existing = _jira_get(get_url, jira_auth)
+        if existing is None:
+            print(f"SKIP {key}: failed to fetch existing remote links.")
+            skipped += 1
+            continue
+        if not isinstance(existing, list):
+            print(f"SKIP {key}: unexpected remotelink response format.")
+            skipped += 1
+            continue
+
+        has_pr_link = False
+        for item in existing:
+            if not isinstance(item, dict):
+                continue
+            obj = item.get("object") or {}
+            if not isinstance(obj, dict):
+                continue
+            existing_url = _normalize_url(obj.get("url", ""))
+            if existing_url and existing_url == normalized_pr_url:
+                has_pr_link = True
+                break
+
+        if has_pr_link:
+            print(f"SKIP {key}: PR web link already exists.")
+            skipped += 1
+            continue
+
+        post_url = f"{JIRA_BASE_URL}/rest/api/3/issue/{key}/remotelink"
+        code, body_text = _jira_post(post_url, payload, jira_auth)
+        if code in (200, 201):
+            print(f"OK {key} ({code}) web link added.")
+            ok += 1
+        elif code == 404:
+            print(f"SKIP {key} ({code}) issue not found or no permission. Continuing.")
+            skipped += 1
+        else:
+            print(f"FAIL {key} ({code}) First 400 chars:")
+            print(body_text[:400])
+            failed += 1
+
+        time.sleep(0.2)
+
+    print(f"Web-link sync summary: ok={ok} skipped={skipped} failed={failed}")
+    if failed > 0:
+        print(f"WARNING: {failed} web-link update(s) failed. Continuing.")
+
+
 def get_done_issue_keys(details_csv: str) -> set[str]:
     """Parse the details CSV and return issue keys whose status is in a closed/done state.
 

From 4d029836e5bf178d4bf571490cd5c2aa1bfcc558 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 12:20:54 +0000
Subject: [PATCH 04/15] Refine PM-327 weblink sync logic

---
 scripts/jira_sync_modules.py | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/scripts/jira_sync_modules.py b/scripts/jira_sync_modules.py
index 5680cb9..05f6bf1 100644
--- a/scripts/jira_sync_modules.py
+++ b/scripts/jira_sync_modules.py
@@ -1265,7 +1265,9 @@ def add_comment_to_jira(
 
 def _normalize_url(url: str) -> str:
     """Normalize URL for stable comparisons."""
-    return (url or "").strip().rstrip("/")
+    if not url:
+        return ""
+    return url.strip().rstrip("/")
 
 
 def add_pr_weblink_to_jira(
@@ -1291,7 +1293,10 @@ def add_pr_weblink_to_jira(
         print("PR URL is empty; skipping Jira web-link sync.")
         return
 
-    link_title = (pr_title or "").strip() or normalized_pr_url
+    if pr_title and pr_title.strip():
+        link_title = pr_title.strip()
+    else:
+        link_title = normalized_pr_url
     payload = {
         "object": {
             "url": normalized_pr_url,
@@ -1320,7 +1325,9 @@ def add_pr_weblink_to_jira(
         for item in existing:
             if not isinstance(item, dict):
                 continue
-            obj = item.get("object") or {}
+            obj = item.get("object")
+            if obj is None:
+                obj = {}
             if not isinstance(obj, dict):
                 continue
             existing_url = _normalize_url(obj.get("url", ""))

From c2d6a46a54520116eb018c7776043494be9ddbe5 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 12:21:43 +0000
Subject: [PATCH 05/15] Tighten PM-327 helper readability

---
 scripts/jira_sync_modules.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/scripts/jira_sync_modules.py b/scripts/jira_sync_modules.py
index 05f6bf1..f4e04c3 100644
--- a/scripts/jira_sync_modules.py
+++ b/scripts/jira_sync_modules.py
@@ -1293,8 +1293,9 @@ def add_pr_weblink_to_jira(
         print("PR URL is empty; skipping Jira web-link sync.")
         return
 
-    if pr_title and pr_title.strip():
-        link_title = pr_title.strip()
+    stripped_title = pr_title.strip() if pr_title else ""
+    if stripped_title:
+        link_title = stripped_title
     else:
         link_title = normalized_pr_url
     payload = {
@@ -1326,8 +1327,6 @@ def add_pr_weblink_to_jira(
             if not isinstance(item, dict):
                 continue
             obj = item.get("object")
-            if obj is None:
-                obj = {}
             if not isinstance(obj, dict):
                 continue
             existing_url = _normalize_url(obj.get("url", ""))

From 15f345db334551efdb9498d733e7ae4e5dae7cb0 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:35:11 +0000
Subject: [PATCH 06/15] Remove non-Python files from PR diff

---
 .../workflows/extract_jira_issue_details.yml  |   2 +-
 .../workflows/fill_jira_with_github_data.yml  | 150 ------------------
 .github/workflows/jira_transition.yml         |   1 -
 .../main_create_jira_issue_from_gh_issue.yml  |   4 +-
 .../workflows/main_jira_sync_add_label.yml    |   4 +-
 .../workflows/main_jira_sync_in_review.yml    |   6 +-
 .../workflows/main_jira_sync_pr_closed.yml    |   6 +-
 .../workflows/main_jira_sync_pr_opened.yml    |   6 +-
 .../workflows/main_jira_sync_remove_label.yml |   6 +-
 .../workflows/main_pr_events_jira_sync.yml    |   2 +-
 .../main_sync_milestone_to_jira_release.yml   | 120 +-------------
 .../remove_label_from_jira_issue.yml          |   4 +-
 .../gh_project_automation.cpython-312.pyc     | Bin 30765 -> 0 bytes
 ...e_jira_issue_from_gh_issue.cpython-312.pyc | Bin 15010 -> 0 bytes
 .../jira_sync_logic.cpython-312.pyc           | Bin 31909 -> 0 bytes
 .../jira_sync_modules.cpython-312.pyc         | Bin 52455 -> 0 bytes
 16 files changed, 21 insertions(+), 290 deletions(-)
 delete mode 100644 .github/workflows/fill_jira_with_github_data.yml
 delete mode 100644 __pycache__/gh_project_automation.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/.github/workflows/extract_jira_issue_details.yml b/.github/workflows/extract_jira_issue_details.yml
index 3de650c..83cb829 100644
--- a/.github/workflows/extract_jira_issue_details.yml
+++ b/.github/workflows/extract_jira_issue_details.yml
@@ -140,7 +140,7 @@ jobs:
 
       - name: Upload CSV artifact
         id: artifacts
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: jira-details-csv
           path: jira-details.csv
diff --git a/.github/workflows/fill_jira_with_github_data.yml b/.github/workflows/fill_jira_with_github_data.yml
deleted file mode 100644
index 00b35c9..0000000
--- a/.github/workflows/fill_jira_with_github_data.yml
+++ /dev/null
@@ -1,150 +0,0 @@
-name: Fill Jira Field with GitHub PR Data
-
-on:
-  workflow_call:
-    inputs:
-      details_csv:
-        description: "Full CSV text (header + rows). Must include a 'key' column."
-        required: true
-        type: string
-    secrets:
-      jira_auth:
-        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
-        required: true
-
-jobs:
-  fill_jira_fields:
-    runs-on: ubuntu-latest
-    env:
-      BASE_URL: https://scylladb.atlassian.net
-      TARGET_FIELD: customfield_10718
-      PR_URL: ${{ github.event.pull_request.html_url }}
-
-    steps:
-      - name: Save CSV
-        id: save
-        shell: bash
-        run: |
-          set -euo pipefail
-          cat > details.csv <<'CSV_EOF'
-          ${{ inputs.details_csv }}
-          CSV_EOF
-
-          echo "Saved details.csv"
-          head -n 5 details.csv || true
-
-      - name: Extract Jira keys (case-insensitive 'key' column)
-        id: extract
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          python3 - <<'PY'
-          import csv, sys, os
-
-          if not os.path.exists("details.csv") or os.path.getsize("details.csv") == 0:
-              print("CSV empty → no keys to process.")
-              open("keys.txt", "w").close()
-              sys.exit(0)
-
-          with open("details.csv", newline="", encoding="utf-8") as f:
-              reader = csv.DictReader(f)
-              if not reader.fieldnames:
-                  open("keys.txt", "w").close()
-                  sys.exit(0)
-
-              # Find the 'key' column
-              fmap = {(h or "").strip().lower(): h for h in reader.fieldnames}
-              hkey = fmap.get("key")
-              if not hkey:
-                  print(f"ERROR: No 'key' column. Found: {reader.fieldnames}", file=sys.stderr)
-                  sys.exit(1)
-
-              keys = []
-              for row in reader:
-                  val = (row.get(hkey) or "").strip()
-                  if val:
-                      keys.append(val)
-
-          seen = set()
-          uniq = []
-          for k in keys:
-              if k not in seen:
-                  uniq.append(k)
-                  seen.add(k)
-
-          with open("keys.txt", "w") as out:
-              for k in uniq:
-                  out.write(k + "\n")
-
-          print(f"Found {len(uniq)} Jira issues.")
-          PY
-
-          echo "First few keys:"
-          head -n 10 keys.txt || true
-
-      - name: Write PR data to Jira custom field
-        shell: bash
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-          PR_URL:   ${{ env.PR_URL }}
-          BASE_URL: ${{ env.BASE_URL }}
-          FIELD_ID: ${{ env.TARGET_FIELD }}
-        run: |
-          set -euo pipefail
-
-          if [ ! -s keys.txt ]; then
-            echo "No keys found. Done."
-            exit 0
-          fi
-
-          COMMENT_TEXT="This issue will be closed by ${PR_URL}"
-
-          while IFS= read -r key; do
-            [ -n "$key" ] || continue
-
-            echo "Updating $key - [ $COMMENT_TEXT ]"
-
-            # Build ADF document payload for rich-text custom field
-            jq -n \
-              --arg text "$COMMENT_TEXT" \
-              --arg field "$FIELD_ID" \
-              '{
-                fields: {
-                  ($field): {
-                    "type": "doc",
-                    "version": 1,
-                    "content": [
-                      {
-                        "type": "paragraph",
-                        "content": [
-                          {
-                            "type": "text",
-                            "text": $text
-                          }
-                        ]
-                      }
-                    ]
-                  }
-                }
-              }' > payload.json
-
-            code=$(curl -sS -o resp.json -w "%{http_code}" \
-              -X PUT "$BASE_URL/rest/api/3/issue/$key" \
-              --user "$JIRA_AUTH" \
-              -H "Content-Type: application/json" \
-              --data @payload.json)
-
-            if [[ "$code" == "204" || "$code" == "200" ]]; then
-              echo "OK $key (${code})"
-            else
-              echo "FAIL $key (${code})"
-              head -c 200 resp.json || true
-              echo
-              exit 1
-            fi
-
-            sleep 0.2
-          done < keys.txt
-
-          echo "All Jira fields updated successfully."
diff --git a/.github/workflows/jira_transition.yml b/.github/workflows/jira_transition.yml
index fd9303b..59fbdff 100644
--- a/.github/workflows/jira_transition.yml
+++ b/.github/workflows/jira_transition.yml
@@ -156,7 +156,6 @@ jobs:
                 TODAY=$(date -u +%Y-%m-%d)
                 echo "Setting start date to ${TODAY} for ${key} (field: ${START_DATE_FIELD})"
                 
-                # Use custom field ID for start date
                 if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
                   RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
                     -H "Authorization: $JIRA_AUTH" \
diff --git a/.github/workflows/main_create_jira_issue_from_gh_issue.yml b/.github/workflows/main_create_jira_issue_from_gh_issue.yml
index 103727e..06c5848 100644
--- a/.github/workflows/main_create_jira_issue_from_gh_issue.yml
+++ b/.github/workflows/main_create_jira_issue_from_gh_issue.yml
@@ -22,10 +22,10 @@ jobs:
       issues: write
     steps:
       - name: Checkout automation repo
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
 
       - name: Create Jira issue and cross-link
         env:
diff --git a/.github/workflows/main_jira_sync_add_label.yml b/.github/workflows/main_jira_sync_add_label.yml
index 1d44bae..767e24f 100644
--- a/.github/workflows/main_jira_sync_add_label.yml
+++ b/.github/workflows/main_jira_sync_add_label.yml
@@ -15,10 +15,10 @@ jobs:
       issues: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
 
       - name: Run label-sync orchestrator
         env:
diff --git a/.github/workflows/main_jira_sync_in_review.yml b/.github/workflows/main_jira_sync_in_review.yml
index bf6361a..453b905 100644
--- a/.github/workflows/main_jira_sync_in_review.yml
+++ b/.github/workflows/main_jira_sync_in_review.yml
@@ -1,4 +1,4 @@
-name: Sync with Jira - In Review
+name: Sync with Jira - In Review
 
 on:
   workflow_call:
@@ -15,10 +15,10 @@ jobs:
       issues: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
 
       - name: Run in-review orchestrator
         env:
diff --git a/.github/workflows/main_jira_sync_pr_closed.yml b/.github/workflows/main_jira_sync_pr_closed.yml
index cca2c5c..ef2421f 100644
--- a/.github/workflows/main_jira_sync_pr_closed.yml
+++ b/.github/workflows/main_jira_sync_pr_closed.yml
@@ -1,4 +1,4 @@
-name: Sync with Jira - PR Closed
+name: Sync with Jira - PR Closed
 
 on:
   workflow_call:
@@ -15,10 +15,10 @@ jobs:
       issues: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
 
       - name: Run pr-closed orchestrator
         env:
diff --git a/.github/workflows/main_jira_sync_pr_opened.yml b/.github/workflows/main_jira_sync_pr_opened.yml
index 8498175..1aa0d27 100644
--- a/.github/workflows/main_jira_sync_pr_opened.yml
+++ b/.github/workflows/main_jira_sync_pr_opened.yml
@@ -1,4 +1,4 @@
-name: Sync With Jira - PR Opened
+name: Sync With Jira - PR Opened
 
 on:
   workflow_call:
@@ -15,10 +15,10 @@ jobs:
       issues: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
 
       - name: Run pr-opened orchestrator
         env:
diff --git a/.github/workflows/main_jira_sync_remove_label.yml b/.github/workflows/main_jira_sync_remove_label.yml
index 2f79ac5..dd41063 100644
--- a/.github/workflows/main_jira_sync_remove_label.yml
+++ b/.github/workflows/main_jira_sync_remove_label.yml
@@ -1,4 +1,4 @@
-name: Sync With Jira - Remove Label
+name: Sync With Jira - Remove Label
 
 on:
   workflow_call:
@@ -12,10 +12,10 @@ jobs:
     runs-on: ubuntu-slim
     steps:
       - name: Checkout scripts
-        uses: actions/checkout@v4
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           repository: scylladb/github-automation
-          ref: automation-staging-branch
+          ref: main
           path: _automation
 
       - name: Run manage_unlabeled_gh_event
diff --git a/.github/workflows/main_pr_events_jira_sync.yml b/.github/workflows/main_pr_events_jira_sync.yml
index 9cd9031..cd36fdc 100644
--- a/.github/workflows/main_pr_events_jira_sync.yml
+++ b/.github/workflows/main_pr_events_jira_sync.yml
@@ -41,4 +41,4 @@ jobs:
           PR_MERGED: ${{ github.event.pull_request.merged }}
           GITHUB_TOKEN: ${{ github.token }}
           JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action ${{ inputs.caller_action }}
\ No newline at end of file
+        run: python3 scripts/jira_sync_logic.py --action ${{ inputs.caller_action }}
diff --git a/.github/workflows/main_sync_milestone_to_jira_release.yml b/.github/workflows/main_sync_milestone_to_jira_release.yml
index c4a4fa4..046af99 100644
--- a/.github/workflows/main_sync_milestone_to_jira_release.yml
+++ b/.github/workflows/main_sync_milestone_to_jira_release.yml
@@ -1,4 +1,4 @@
-name: Sync Jira releases (versions) from GitHub milestone
+name: Create Jira releases (versions) from GitHub milestone
 
 on:
   workflow_call:
@@ -125,124 +125,6 @@ jobs:
             exit 1
           fi
 
-
-  update_jira_releases:
-    if: github.event.action == 'edited'
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
-
-    steps:
-      - name: Debug milestone input
-        run: |
-          echo "Projects:      '${{ inputs.jira_project_keys }}'"
-          echo "Title:         '${{ github.event.milestone.title }}'"
-          echo "Description:   '${{ github.event.milestone.description }}'"
-          echo "Due on:        '${{ github.event.milestone.due_on }}'"
-          echo "Action:        '${{ github.event.action }}'"
-
-      - name: Update Jira version details in each project
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret is not set."
-            exit 1
-          fi
-
-          NAME="${{ github.event.milestone.title }}"
-          DESC="${{ github.event.milestone.description }}"
-          DUE_ON="${{ github.event.milestone.due_on }}"
-
-          # GitHub due_on is ISO 8601; Jira expects YYYY-MM-DD
-          RELEASE_DATE=""
-          if [ -n "${DUE_ON:-}" ]; then
-            RELEASE_DATE="${DUE_ON%%T*}"
-          fi
-
-          echo "Version name:  ${NAME}"
-          echo "Description:   ${DESC:-<none>}"
-          echo "Release date:  ${RELEASE_DATE:-<none>}"
-          echo "Projects:      ${PROJECT_KEYS}"
-          echo
-
-          # Split comma-separated keys safely (trim whitespace)
-          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
-
-          ok=0
-          skipped=0
-          failed=0
-
-          for raw in "${KEYS[@]}"; do
-            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
-            [ -n "$PROJECT_KEY" ] || continue
-
-            echo "======================================================"
-            echo "Updating Jira version in project: ${PROJECT_KEY}"
-            echo "======================================================"
-
-            # Find the version ID by name
-            HTTP_CODE=$(curl -sS -o versions.json -w "%{http_code}" \
-              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" || true)
-
-            if [ "$HTTP_CODE" != "200" ]; then
-              echo "FAIL: could not list versions in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
-              cat versions.json || true
-              echo
-              failed=$((failed+1))
-              continue
-            fi
-
-            VERSION_ID=$(jq -r --arg name "$NAME" \
-              '.[] | select(.name == $name) | .id' versions.json | head -1)
-
-            if [ -z "$VERSION_ID" ]; then
-              echo "SKIP: version '${NAME}' not found in ${PROJECT_KEY}."
-              skipped=$((skipped+1))
-              continue
-            fi
-
-            # Build update payload with description and releaseDate
-            jq -n \
-              --arg desc "${DESC:-}" \
-              --arg rdate "${RELEASE_DATE:-}" \
-              '
-              {}
-              + (if $desc  != "" then {description: $desc} else {} end)
-              + (if $rdate != "" then {releaseDate: $rdate} else {releaseDate: null} end)
-              ' > update_payload.json
-
-            HTTP_CODE=$(curl -sS -o update_resp.json -w "%{http_code}" \
-              -X PUT "${JIRA_BASE_URL}/rest/api/3/version/${VERSION_ID}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data @update_payload.json || true)
-
-            if [ "$HTTP_CODE" = "200" ]; then
-              echo "OK: updated version '${NAME}' in ${PROJECT_KEY} (id=${VERSION_ID})."
-              ok=$((ok+1))
-            else
-              echo "FAIL: could not update version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
-              cat update_resp.json || true
-              echo
-              failed=$((failed+1))
-            fi
-          done
-
-          echo "======================================================"
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          echo "======================================================"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
-
   release_jira_releases:
     if: github.event.action == 'closed'
     runs-on: ubuntu-slim
diff --git a/.github/workflows/remove_label_from_jira_issue.yml b/.github/workflows/remove_label_from_jira_issue.yml
index f09c469..a9dc927 100644
--- a/.github/workflows/remove_label_from_jira_issue.yml
+++ b/.github/workflows/remove_label_from_jira_issue.yml
@@ -1,4 +1,4 @@
-name: Remove Label from Jira Issues (from jira_keys_json)
+name: Remove Label from Jira Issues 
 
 on:
   workflow_call:
@@ -18,7 +18,7 @@ on:
 
 jobs:
   remove_labels_from_jira:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     env:
       BASE_URL: https://scylladb.atlassian.net
       SCYLLA_COMPONENTS_FIELD: customfield_10321
diff --git a/__pycache__/gh_project_automation.cpython-312.pyc b/__pycache__/gh_project_automation.cpython-312.pyc
deleted file mode 100644
index 2a65a316d545c20453c3a394f0e82aacec258db9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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From dd9ddcc3b4b7c9a29ca04b2e5c2d39657fd0f8ec Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:35:42 +0000
Subject: [PATCH 07/15] Remove workflow-only changes from PR

---
 .github/workflows/add_comment_to_jira.yml     | 134 ----------
 .github/workflows/add_label_to_jira_issue.yml | 223 ----------------
 .github/workflows/apply_labels_to_pr.yml      | 228 ----------------
 .../workflows/extract_jira_issue_details.yml  | 152 -----------
 .github/workflows/extract_jira_keys.yml       | 153 -----------
 .github/workflows/jira_transition.yml         | 249 ------------------
 .../main_create_jira_issue_from_gh_issue.yml  |  47 ----
 .../workflows/main_jira_sync_add_label.yml    |  32 ---
 .../workflows/main_jira_sync_in_review.yml    |  32 ---
 .../workflows/main_jira_sync_pr_closed.yml    |  32 ---
 .../main_jira_sync_pr_milestone_removed.yml   | 140 ----------
 .../main_jira_sync_pr_milestone_set.yml       | 159 -----------
 .../workflows/main_jira_sync_pr_opened.yml    |  31 ---
 .../workflows/main_jira_sync_remove_label.yml |  32 ---
 .../workflows/main_pr_events_jira_sync.yml    |  44 ----
 .../main_sync_milestone_to_jira_release.yml   | 228 ----------------
 .../remove_label_from_jira_issue.yml          | 171 ------------
 17 files changed, 2087 deletions(-)
 delete mode 100644 .github/workflows/add_comment_to_jira.yml
 delete mode 100644 .github/workflows/add_label_to_jira_issue.yml
 delete mode 100644 .github/workflows/apply_labels_to_pr.yml
 delete mode 100644 .github/workflows/extract_jira_issue_details.yml
 delete mode 100644 .github/workflows/extract_jira_keys.yml
 delete mode 100644 .github/workflows/jira_transition.yml
 delete mode 100644 .github/workflows/main_create_jira_issue_from_gh_issue.yml
 delete mode 100644 .github/workflows/main_jira_sync_add_label.yml
 delete mode 100644 .github/workflows/main_jira_sync_in_review.yml
 delete mode 100644 .github/workflows/main_jira_sync_pr_closed.yml
 delete mode 100644 .github/workflows/main_jira_sync_pr_milestone_removed.yml
 delete mode 100644 .github/workflows/main_jira_sync_pr_milestone_set.yml
 delete mode 100644 .github/workflows/main_jira_sync_pr_opened.yml
 delete mode 100644 .github/workflows/main_jira_sync_remove_label.yml
 delete mode 100644 .github/workflows/main_pr_events_jira_sync.yml
 delete mode 100644 .github/workflows/main_sync_milestone_to_jira_release.yml
 delete mode 100644 .github/workflows/remove_label_from_jira_issue.yml

diff --git a/.github/workflows/add_comment_to_jira.yml b/.github/workflows/add_comment_to_jira.yml
deleted file mode 100644
index 3cdcd4e..0000000
--- a/.github/workflows/add_comment_to_jira.yml
+++ /dev/null
@@ -1,134 +0,0 @@
-name: Add Comment to Jira Issue
-
-on:
-  workflow_call:
-    inputs:
-      jira_key:
-        description: "The Jira issue key (e.g. STAG-17)"
-        required: true
-        type: string
-      comment:
-        description: "The comment text to add to the issue (prefix text before the link)"
-        required: true
-        type: string
-      link_text:
-        description: "Optional: Text to display as a clickable link"
-        required: false
-        type: string
-        default: ""
-      link_url:
-        description: "Optional: URL for the clickable link"
-        required: false
-        type: string
-        default: ""
-    secrets:
-      jira_auth:
-        description: 'Plain "email:api_token" for Jira Cloud Basic auth'
-        required: true
-
-jobs:
-  add_comment:
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_KEY: ${{ inputs.jira_key }}
-      COMMENT_TEXT: ${{ inputs.comment }}
-      LINK_TEXT: ${{ inputs.link_text }}
-      LINK_URL: ${{ inputs.link_url }}
-      JIRA_AUTH: ${{ secrets.jira_auth }}
-
-    steps:
-      - name: Post comment to Jira issue
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "$JIRA_KEY" ]; then
-            echo "JIRA_KEY is empty; nothing to do."
-            exit 0
-          fi
-
-          if [ -z "$COMMENT_TEXT" ]; then
-            echo "COMMENT_TEXT is empty; nothing to do."
-            exit 0
-          fi
-
-          echo "Adding comment to Jira issue: $JIRA_KEY"
-          echo "Comment: $COMMENT_TEXT"
-          echo "Link text: $LINK_TEXT"
-          echo "Link URL: $LINK_URL"
-
-          # Build ADF payload - with or without clickable link
-          if [ -n "$LINK_TEXT" ] && [ -n "$LINK_URL" ]; then
-            # Build ADF with clickable link
-            PAYLOAD=$(jq -n \
-              --arg prefix "$COMMENT_TEXT" \
-              --arg linkText "$LINK_TEXT" \
-              --arg linkUrl "$LINK_URL" \
-              '
-              {
-                body: {
-                  type: "doc",
-                  version: 1,
-                  content: [
-                    {
-                      type: "paragraph",
-                      content: [
-                        { "type": "text", "text": $prefix },
-                        {
-                          "type": "text",
-                          "text": $linkText,
-                          "marks": [
-                            { "type": "link", "attrs": { "href": $linkUrl } }
-                          ]
-                        }
-                      ]
-                    }
-                  ]
-                }
-              }
-              ')
-          else
-            # Build simple ADF with plain text
-            PAYLOAD=$(jq -n \
-              --arg text "$COMMENT_TEXT" \
-              '
-              {
-                body: {
-                  type: "doc",
-                  version: 1,
-                  content: [
-                    {
-                      type: "paragraph",
-                      content: [
-                        { "type": "text", "text": $text }
-                      ]
-                    }
-                  ]
-                }
-              }
-              ')
-          fi
-
-          echo "Payload to Jira:"
-          echo "$PAYLOAD"
-
-          ISSUE_URL="${JIRA_BASE_URL}/rest/api/3/issue/${JIRA_KEY}/comment"
-
-          HTTP_CODE=$(curl -sS -w "%{http_code}" -o response.json \
-            --user "$JIRA_AUTH" \
-            -H "Accept: application/json" \
-            -H "Content-Type: application/json" \
-            -X POST "$ISSUE_URL" \
-            --data "$PAYLOAD" || echo "000")
-
-          echo "Jira HTTP status: $HTTP_CODE"
-          echo "Jira response body:"
-          cat response.json || true
-
-          if [ "$HTTP_CODE" -ge 200 ] && [ "$HTTP_CODE" -lt 300 ]; then
-            echo "Comment added to $JIRA_KEY"
-          else
-            echo "Failed to add comment to $JIRA_KEY (HTTP $HTTP_CODE)"
-            exit 1
-          fi
diff --git a/.github/workflows/add_label_to_jira_issue.yml b/.github/workflows/add_label_to_jira_issue.yml
deleted file mode 100644
index 0de335e..0000000
--- a/.github/workflows/add_label_to_jira_issue.yml
+++ /dev/null
@@ -1,223 +0,0 @@
-name: Add Label to Jira Issues (from jira_keys_json)
-
-on:
-  workflow_call:
-    inputs:
-      jira_keys_json:
-        description: 'JSON array of Jira keys, e.g. ["STAG-1","STAG-2"] or ["__NO_KEYS_FOUND__"]'
-        type: string
-        required: true
-      label:
-        description: "Label to add to each Jira issue, or P0..P4 to set priority, or area/* to add Scylla component"
-        type: string
-        required: true
-    secrets:
-      jira_auth:
-        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
-        required: true
-
-jobs:
-  add_labels_to_jira:
-    runs-on: ubuntu-slim
-    env:
-      BASE_URL: https://scylladb.atlassian.net
-      SCYLLA_COMPONENTS_FIELD: customfield_10321
-
-    steps:
-      - name: Extract Jira keys from jira_keys_json
-        id: extract
-        shell: bash
-        env:
-          JIRA_KEYS_JSON: ${{ inputs.jira_keys_json }}
-        run: |
-          set -euo pipefail
-          python3 - <<'PY'
-          import json, sys, os
-
-          raw = os.environ.get("JIRA_KEYS_JSON", "").strip()
-          print(f"Incoming jira_keys_json: {raw}")
-
-          # Handle empty / sentinel cases
-          if (not raw or
-              raw == "[]" or
-              raw == '[""]' or
-              raw == '["__NO_KEYS_FOUND__"]'):
-              print("No usable Jira keys in jira_keys_json; nothing to update.")
-              open("keys.txt", "w", encoding="utf-8").close()
-              sys.exit(0)
-
-          try:
-              data = json.loads(raw)
-          except json.JSONDecodeError as e:
-              print(f"ERROR: jira_keys_json is not valid JSON: {e}", file=sys.stderr)
-              sys.exit(1)
-
-          if not isinstance(data, list):
-              print(f"ERROR: jira_keys_json must be a JSON array; got: {type(data)}", file=sys.stderr)
-              sys.exit(1)
-
-          keys = []
-          for item in data:
-              if not isinstance(item, str):
-                  continue
-              k = item.strip()
-              if k and k != "__NO_KEYS_FOUND__":
-                  keys.append(k)
-
-          # Deduplicate, preserve order
-          seen = set()
-          uniq = []
-          for k in keys:
-              if k not in seen:
-                  seen.add(k)
-                  uniq.append(k)
-
-          with open("keys.txt","w",encoding="utf-8") as out:
-              for k in uniq:
-                  out.write(k + "\n")
-
-          print(f"Found {len(uniq)} issues.")
-          PY
-
-          echo "First 10 keys:"
-          head -n 10 keys.txt || true
-
-      - name: Prepare payload(s) and mode (priority / label / scylla component)
-        id: prep
-        shell: bash
-        env:
-          TARGET_IN:    ${{ inputs.label }}
-          SCYLLA_FIELD: ${{ env.SCYLLA_COMPONENTS_FIELD }}
-        run: |
-          set -euo pipefail
-
-          TARGET_UP=$(echo "${TARGET_IN}" | tr '[:lower:]' '[:upper:]')
-
-          MODE=""
-          PRIORITY_NAME=""
-          echo "Incoming label: '${TARGET_IN}'"
-
-          # 1) P0..P4 → priority field
-          case "$TARGET_UP" in
-            P0|P1|P2|P3|P4)
-              MODE="priority"
-              PRIORITY_NAME="$TARGET_UP"
-              ;;
-            *)
-              # 2) area/* → scylla_components
-              if [[ "$TARGET_IN" == area/* ]]; then
-                MODE="scylla_component"
-                RAW="${TARGET_IN#area/}"
-                # Replace underscores with spaces across the entire remainder
-                COMPONENT_VALUE="${RAW//_/ }"
-
-                echo "Derived Scylla component value: '${COMPONENT_VALUE}' from label '${TARGET_IN}'"
-
-                # JSON-escape the component value
-                ESCAPED=$(jq -Rn --arg v "$COMPONENT_VALUE" '$v')
-                # Build payload: update customfield_10321 with add { value: "<component>" }
-                printf '{"update":{"%s":[{"add":{"value":%s}}]}}\n' "$SCYLLA_FIELD" "$ESCAPED" > payload_scylla.json
-                echo "Scylla components payload ready."
-              else
-                # 3) Fallback: normal Jira label
-                MODE="label"
-              fi
-              ;;
-          esac
-
-          echo "mode=${MODE}" >> "$GITHUB_OUTPUT"
-          echo "priority_name=${PRIORITY_NAME}" >> "$GITHUB_OUTPUT"
-
-          # Build the label payload with jq (used when MODE=label)
-          if [ "$MODE" = "label" ]; then
-            jq -n --arg label "$TARGET_IN" \
-              '{update:{labels:[{add:$label}]}}' > payload_label.json
-            echo "Label payload ready."
-          fi
-
-          # Build the priority payload with jq (used when MODE=priority)
-          if [ "$MODE" = "priority" ]; then
-            jq -n --arg prio "$PRIORITY_NAME" \
-              '{fields:{priority:{name:$prio}}}' > payload_priority.json
-            echo "Priority payload ready."
-          fi
-
-      - name: Apply to each issue (Basic auth)
-        id: apply
-        shell: bash
-        env:
-          JIRA_AUTH:     ${{ secrets.jira_auth }}
-          BASE_URL:      ${{ env.BASE_URL }}
-          MODE:          ${{ steps.prep.outputs.mode }}
-          PRIORITY_NAME: ${{ steps.prep.outputs.priority_name }}
-          TARGET_LABEL:  ${{ inputs.label }}
-        run: |
-          set -euo pipefail
-
-          if [ ! -s keys.txt ]; then
-            echo "No issue keys found; nothing to apply."
-            exit 0
-          fi
-
-          echo "Operation mode: ${MODE}"
-          if [ "$MODE" = "priority" ]; then
-            echo "Will set priority to: ${PRIORITY_NAME}"
-            PAYLOAD_FILE="payload_priority.json"
-            ACTION_DESC="Set priority"
-          elif [ "$MODE" = "scylla_component" ]; then
-            echo "Will add Scylla component derived from label: ${TARGET_LABEL}"
-            PAYLOAD_FILE="payload_scylla.json"
-            ACTION_DESC="Add Scylla component"
-          else
-            echo "Will add label: ${TARGET_LABEL}"
-            PAYLOAD_FILE="payload_label.json"
-            ACTION_DESC="Add label"
-          fi
-
-          ok=0
-          skipped=0
-          failed=0
-
-          while IFS= read -r key; do
-            [ -n "${key:-}" ] || continue
-            ISSUE_URL="${BASE_URL}/rest/api/3/issue/${key}"
-
-            echo "${ACTION_DESC} on ${key} ..."
-
-            code=$(curl -sS -o resp.json -w "%{http_code}" \
-              -X PUT "${ISSUE_URL}" \
-              --user "$JIRA_AUTH" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data @"${PAYLOAD_FILE}")
-
-            if [ "$code" = "204" ] || [ "$code" = "200" ]; then
-              echo "OK ${key} (${code})"
-              ok=$((ok+1))
-
-            elif [ "$code" = "400" ] && [ "$MODE" = "label" ]; then
-              # Often returned if label already present; treat as skip for labels
-              echo "SKIP ${key} (${code}) likely already has the label. First 200 chars:"
-              head -c 200 resp.json || true; echo
-              skipped=$((skipped+1))
-
-            elif [ "$code" = "400" ] && [ "$MODE" = "scylla_component" ]; then
-              # Option value not valid for scylla_components – log and skip
-              echo "SKIP ${key} (${code}) invalid Scylla component option. First 200 chars:"
-              head -c 200 resp.json || true; echo
-              skipped=$((skipped+1))
-
-            else
-              echo "FAIL ${key} (${code}) First 400 chars:"
-              head -c 400 resp.json || true; echo
-              failed=$((failed+1))
-            fi
-
-            # Gentle pacing
-            sleep 0.2
-          done < keys.txt
-
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
diff --git a/.github/workflows/apply_labels_to_pr.yml b/.github/workflows/apply_labels_to_pr.yml
deleted file mode 100644
index 51f8758..0000000
--- a/.github/workflows/apply_labels_to_pr.yml
+++ /dev/null
@@ -1,228 +0,0 @@
-name: Apply Labels to PR
-
-on:
-  workflow_call:
-    inputs:
-      pr_number:
-        description: "Pull Request number to label"
-        type: number
-        required: true
-      labels_csv:
-        description: "Comma-separated labels string (e.g. 'bug, needs-triage, backend')"
-        type: string
-        required: true
-      details_csv:
-        description: "Full CSV from Jira details (header + rows). Must include 'priority' and 'scylla_components' columns."
-        type: string
-        required: true
-
-permissions:
-  contents: read
-  pull-requests: write
-  issues: write
-
-jobs:
-  apply_labels_to_pr:
-    runs-on: ubuntu-slim
-    steps:
-      - name: Prepare labels list (trim, dedupe, ignore empties, compute P* & area/* from Jira)
-        id: prepare
-        env:
-          LABELS_CSV:         ${{ inputs.labels_csv }}
-          DETAILS_CSV:        ${{ inputs.details_csv }}
-          NEW_PRIORITY_LABEL: ${{ github.event.label.name }}
-        run: |
-          set -euo pipefail
-          python3 - <<'PY'
-          import os, io, csv, re
-
-          pr_number   = os.environ.get("PR_NUMBER", "")
-          labels_csv  = os.environ.get("LABELS_CSV", "")
-          details_csv = os.environ.get("DETAILS_CSV", "")
-          new_p_label = (os.environ.get("NEW_PRIORITY_LABEL") or "").strip()
-
-          print("======================================================")
-          print(" Apply Labels to PR — Input Parameters")
-          print("======================================================")
-          print(f"PR Number:       {pr_number}")
-          print(f"labels_csv:      {labels_csv}")
-          print(f"NEW_PRIORITY_LABEL (from event): {new_p_label or '<none>'}")
-          print("details_csv (first 5 lines):")
-          print("------------------------------------------------------")
-          for i, line in enumerate(details_csv.splitlines()):
-              print(line)
-              if i >= 4:
-                  break
-          print("------------------------------------------------------\n")
-
-          # 1) Parse labels_csv into a deduped list
-          raw_labels = [s.strip() for s in labels_csv.split(",")]
-          seen = set()
-          labels = []
-          for s in raw_labels:
-              if s and s not in seen:
-                  seen.add(s)
-                  labels.append(s)
-
-          # 2) Remove any existing P0..P4 from this base list
-          priority_labels = {"P0", "P1", "P2", "P3", "P4"}
-          labels = [l for l in labels if l not in priority_labels]
-
-          # 3) Prepare to compute Jira-based priority and area/* labels
-          priority_rank_map = {
-              "p0": 0, "highest": 0, "blocker": 0,
-              "p1": 1, "critical": 1, "high": 1,
-              "p2": 2, "medium": 2, "major": 2,
-              "p3": 3, "low": 3, "minor": 3,
-              "p4": 4, "lowest": 4, "trivial": 4,
-          }
-
-          best_rank = None
-          area_labels = []
-          area_seen = set()
-
-          details_csv = details_csv.strip()
-          if details_csv:
-              reader = csv.DictReader(io.StringIO(details_csv))
-              for row in reader:
-                  # ----- priority → P* from Jira -----
-                  prio = (row.get("priority") or "").strip()
-                  if prio:
-                      key = prio.lower()
-                      rank = priority_rank_map.get(key)
-                      if rank is not None:
-                          if best_rank is None or rank < best_rank:
-                              best_rank = rank
-
-                  # ----- scylla_components → area/* labels -----
-                  comp_raw = (row.get("scylla_components") or "").strip()
-                  if comp_raw:
-                      for part in comp_raw.split(";"):
-                          comp = part.strip()
-                          if not comp:
-                              continue
-                          safe = re.sub(r"\s+", "_", comp)
-                          label = f"area/{safe}"
-                          if label not in area_seen:
-                              area_seen.add(label)
-                              area_labels.append(label)
-
-          # 4) Decide which P* to use
-          priority_label = None
-          if best_rank is not None:
-              priority_label = f"P{best_rank}"
-
-          # If the event added a P* label, override Jira priority with it
-          if new_p_label and re.match(r"(?i)^P[0-4]$", new_p_label):
-              print(f"Overriding Jira priority with PR-added label: {new_p_label}")
-              priority_label = new_p_label.upper()
-
-          if priority_label:
-              print(f"Effective priority label: {priority_label}")
-              if priority_label not in labels:
-                  labels.insert(0, priority_label)
-          else:
-              print("No effective P* priority (from Jira or event); not adding P* label.")
-
-          # 5) Append area/* labels (dedup vs other labels)
-          for area in area_labels:
-              if area not in labels:
-                  labels.append(area)
-
-          print("Final labels to apply:", labels)
-
-          with open("labels.txt", "w", encoding="utf-8") as f:
-              for l in labels:
-                  f.write(l + "\n")
-          PY
-
-
-      - name: Skip if no labels
-        run: |
-          if [ ! -s labels.txt ]; then
-            echo "No labels to apply. Skipping."
-            exit 0
-          fi
-
-      - name: Remove existing P0–P4 labels from PR
-        env:
-          GH_TOKEN:   ${{ github.token }}
-          OWNER_REPO: ${{ github.repository }}
-          PR_NUMBER:  "${{ inputs.pr_number }}"
-        run: |
-          set -euo pipefail
-
-          ISSUE_API_BASE="https://api.github.com/repos/${OWNER_REPO}/issues/${PR_NUMBER}"
-
-          echo "Fetching existing labels for PR #${PR_NUMBER}..."
-          curl -sS \
-            -H "Authorization: Bearer ${GH_TOKEN}" \
-            -H "Accept: application/vnd.github+json" \
-            -H "X-GitHub-Api-Version: 2022-11-28" \
-            "${ISSUE_API_BASE}/labels" > /tmp/existing_labels.json
-
-          jq -r '.[].name' /tmp/existing_labels.json > existing_labels.txt || true
-
-          # Priority labels we *want* after normalization (from labels.txt)
-          grep -E '^P[0-4]$' labels.txt > desired_p_labels.txt || true
-
-          echo "Desired priority labels:"
-          cat desired_p_labels.txt || true
-          echo "Existing labels on PR:"
-          cat existing_labels.txt || true
-
-          # If we didn't compute any desired P* label, don't touch existing priorities
-          if [ ! -s desired_p_labels.txt ]; then
-            echo "No desired P* labels computed; keeping existing P* labels unchanged."
-            exit 0
-          fi
-
-          for p in P0 P1 P2 P3 P4; do
-            if grep -qix "$p" existing_labels.txt 2>/dev/null; then
-              if grep -qix "$p" desired_p_labels.txt 2>/dev/null; then
-                echo "Keeping existing priority label: $p (also desired)"
-              else
-                echo "Removing existing priority label not desired anymore: $p"
-                code=$(curl -sS -o /tmp/del_resp.json -w "%{http_code}" \
-                  -X DELETE "${ISSUE_API_BASE}/labels/${p}" \
-                  -H "Authorization: Bearer ${GH_TOKEN}" \
-                  -H "Accept: application/vnd.github+json" \
-                  -H "X-GitHub-Api-Version: 2022-11-28" || true)
-                echo "Delete $p → HTTP ${code}"
-              fi
-            fi
-          done
-
-
-      - name: Add labels (after priority & area/* normalization)
-        env:
-          GH_TOKEN:   ${{ github.token }}
-          OWNER_REPO: ${{ github.repository }}
-          PR_NUMBER:  "${{ inputs.pr_number }}"
-        run: |
-          set -euo pipefail
-          ISSUE_API="https://api.github.com/repos/${OWNER_REPO}/issues/${PR_NUMBER}/labels"
-
-          while IFS= read -r LABEL || [ -n "$LABEL" ]; do
-            LBL="$(echo "$LABEL" | awk '{$1=$1};1')"
-            [ -z "$LBL" ] && continue
-
-            echo "----------------------------------------"
-            echo "Applying label: '${LBL}'"
-
-            code=$(curl -sS -o /tmp/add_resp.json -w "%{http_code}" \
-              -X POST "${ISSUE_API}" \
-              -H "Authorization: Bearer ${GH_TOKEN}" \
-              -H "Accept: application/vnd.github+json" \
-              -H "Content-Type: application/json; charset=utf-8" \
-              -H "X-GitHub-Api-Version: 2022-11-28" \
-              --data "{\"labels\": [\"${LBL}\"]}" || true)
-
-            if [ "${code}" = "200" ] || [ "${code}" = "201" ]; then
-              echo "Result: success (HTTP ${code})."
-            else
-              echo "Result: failed (HTTP ${code}). Body (first 200 chars):"
-              head -c 200 /tmp/add_resp.json || true
-              echo
-            fi
-          done < labels.txt
diff --git a/.github/workflows/extract_jira_issue_details.yml b/.github/workflows/extract_jira_issue_details.yml
deleted file mode 100644
index 83cb829..0000000
--- a/.github/workflows/extract_jira_issue_details.yml
+++ /dev/null
@@ -1,152 +0,0 @@
-name: Extract Jira Issue Details (CSV - per issue)
-
-on:
-  workflow_call:
-    inputs:
-      jira_keys_json:
-        description: 'JSON array of Jira keys, e.g. ["PROJ-1","PROJ-2"]'
-        required: true
-        type: string
-    secrets:
-      jira_auth:
-        description: 'Authorization credential: "email:api_token" for Basic, or "Bearer <token>"'
-        required: true
-    outputs:
-      csv:
-        description: 'Full CSV content (header + rows)'
-        value: ${{ jobs.build_csv_with_jira_data.outputs.csv }}
-      csv_path:
-        description: 'Path to CSV artifact (downloaded filename)'
-        value: ${{ jobs.build_csv_with_jira_data.outputs.csv_path }}
-      labels_csv:
-        description: 'Deduped CSV of all labels across issues (no header)'
-        value: ${{ jobs.build_csv_with_jira_data.outputs.labels_csv }}
-
-jobs:
-  build_csv_with_jira_data:
-    runs-on: ubuntu-slim
-    outputs:
-      csv:        ${{ steps.makecsv.outputs.csv }}
-      csv_path:   ${{ steps.artifacts-out.outputs.csv_path }}
-      labels_csv: ${{ steps.fetch.outputs.labels_csv }}
-
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      SCYLLA_COMPONENTS_FIELD: customfield_10321
-      START_DATE_FIELD: customfield_10015
-      DUE_DATE_FIELD: duedate
-      DELIM: ";"
-
-    steps:
-      - name: Validate input keys
-        id: validate
-        shell: bash
-        run: |
-          keys='${{ inputs.jira_keys_json }}'
-          if [ -z "$keys" ] || [ "$keys" = "[]" ] || [ "$keys" = '[""]' ] || [[ "$keys" == '["__NO_KEYS_FOUND__"]' ]]; then
-            echo "empty_keys=true" >> "$GITHUB_OUTPUT"
-          else
-            echo "empty_keys=false" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Short-circuit on no keys
-        if: ${{ steps.validate.outputs.empty_keys == 'true' }}
-        id: makecsv-empty
-        shell: bash
-        run: |
-          echo "csv=" >> "$GITHUB_OUTPUT"
-          echo "labels_csv=" >> "$GITHUB_OUTPUT"
-          printf "key,status,labels,assignee,priority,fixVersions,scylla_components,startDate,dueDate\n" > jira-details.csv
-          echo "csv_path=jira-details.csv" >> "$GITHUB_OUTPUT"
-
-          echo "---------------------------------------------------"
-          echo "Generated CSV (empty-keys short-circuit):"
-          echo "---------------------------------------------------"
-          cat jira-details.csv
-          echo "---------------------------------------------------"
-
-      - name: Fetch issues one by one
-        if: ${{ steps.validate.outputs.empty_keys != 'true' }}
-        id: fetch
-        shell: bash
-        env:
-          BASE: ${{ env.JIRA_BASE_URL }}
-          FIELD_ID: ${{ env.SCYLLA_COMPONENTS_FIELD }}
-          START_DATE_FIELD: ${{ env.START_DATE_FIELD }}
-          DUE_DATE_FIELD: ${{ env.DUE_DATE_FIELD }}
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-          KEYS_JSON: ${{ inputs.jira_keys_json }}
-          DELIM: ${{ env.DELIM }}
-        run: |
-          set -euo pipefail
-          printf "key,status,labels,assignee,priority,fixVersions,scylla_components,startDate,dueDate\n" > jira-details.csv
-
-          keys=$(echo "$KEYS_JSON" | jq -r '.[]')
-          all_labels=()
-
-          for key in $keys; do
-            echo "Fetching Jira issue: $key"
-
-            resp=$(curl -sS --fail \
-              --user "$JIRA_AUTH" \
-              -H "Accept: application/json" \
-              "$BASE/rest/api/3/issue/$key?fields=status,labels,assignee,priority,fixVersions,${FIELD_ID},${START_DATE_FIELD},${DUE_DATE_FIELD}")
-
-            status=$(echo "$resp" | jq -r '.fields.status.name // ""')
-            assignee=$(echo "$resp" | jq -r '.fields.assignee.displayName // ""')
-            priority=$(echo "$resp" | jq -r '.fields.priority.name // ""')
-            labels=$(echo "$resp" | jq -r --arg d "$DELIM" '(.fields.labels // []) | join($d)')
-            fixVersions=$(echo "$resp" | jq -r --arg d "$DELIM" '(.fields.fixVersions // []) | map(.name // "") | join($d)')
-            components=$(echo "$resp" | jq -r --arg d "$DELIM" --arg f "$FIELD_ID" '
-              (.fields[$f] // [])
-              | if type=="array" then (map(.value // "") | join($d)) else (tostring) end
-            ')
-            startDate=$(echo "$resp" | jq -r --arg f "$START_DATE_FIELD" '.fields[$f] // ""')
-            dueDate=$(echo "$resp" | jq -r --arg f "$DUE_DATE_FIELD" '.fields[$f] // ""')
-
-            # Append line to CSV
-            echo "\"$key\",\"$status\",\"$labels\",\"$assignee\",\"$priority\",\"$fixVersions\",\"$components\",\"$startDate\",\"$dueDate\"" >> jira-details.csv
-
-            # Collect labels for aggregation
-            mapfile -t lbls < <(echo "$resp" | jq -r '.fields.labels[]?')
-            all_labels+=("${lbls[@]}")
-          done
-
-          # Deduplicate and join all labels
-          if [ ${#all_labels[@]} -gt 0 ]; then
-            deduped=$(printf "%s\n" "${all_labels[@]}" | sort -u | paste -sd, -)
-          else
-            deduped=""
-          fi
-          echo "labels_csv=$deduped" >> "$GITHUB_OUTPUT"
-
-          echo "---------------------------------------------------"
-          echo "Generated CSV (after fetching issues):"
-          echo "Showing first 20 lines:"
-          echo "---------------------------------------------------"
-          head -n 20 jira-details.csv
-          echo "---------------------------------------------------"
-
-
-      - name: Collect CSV content
-        if: ${{ steps.validate.outputs.empty_keys != 'true' }}
-        id: makecsv
-        shell: bash
-        run: |
-          csv_content=$(cat jira-details.csv)
-          echo "csv<<EOF" >> "$GITHUB_OUTPUT"
-          echo "$csv_content" >> "$GITHUB_OUTPUT"
-          echo "EOF" >> "$GITHUB_OUTPUT"
-
-      - name: Upload CSV artifact
-        id: artifacts
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
-        with:
-          name: jira-details-csv
-          path: jira-details.csv
-
-      - name: Set csv_path output
-        id: artifacts-out
-        shell: bash
-        run: |
-          echo "csv_path=jira-details.csv" >> "$GITHUB_OUTPUT"
diff --git a/.github/workflows/extract_jira_keys.yml b/.github/workflows/extract_jira_keys.yml
deleted file mode 100644
index 661309e..0000000
--- a/.github/workflows/extract_jira_keys.yml
+++ /dev/null
@@ -1,153 +0,0 @@
-name: Extract Jira Keys
-
-on:
-  workflow_call:
-    inputs:
-      pr_title:
-        required: true
-        type: string
-      pr_body:
-        required: true
-        type: string
-    secrets:
-      jira_auth:
-        description: 'Authorization credential: "email:api_token" for Basic, or "Bearer <token>"'
-        required: true
-    outputs:
-      jira-keys-json:
-        description: "JSON array of Jira keys"
-        value: ${{ jobs.extract_jira_keys_from_pr.outputs.jira-keys-json }}
-
-jobs:
-  extract_jira_keys_from_pr:
-    runs-on: ubuntu-slim
-    outputs:
-      jira-keys-json: ${{ steps.process.outputs.jira-keys-json }}
-
-    steps:
-      - id: save
-        shell: bash
-        run: |
-          # Save PR title/body into files (no env injection)
-          cat > pr_title.txt <<'EOF'
-          ${{ inputs.pr_title }}
-          EOF
-
-          cat > pr_body.txt <<'EOF'
-          ${{ inputs.pr_body }}
-          EOF
-
-      - id: process
-        shell: bash
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-        run: |
-          set -euo pipefail
-
-          # Remove backticks and \r before locating jira keys
-          title=$(tr -d '\r' < pr_title.txt | tr '\`' ' ')
-          body=$(tr -d '\r' < pr_body.txt | tr '\`' ' ')
-
-          echo "title: $title"
-          echo "body: $body"
-          
-          > tickets.txt
-          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-
-          printf '%s\n' "$body"  | grep -iE '(close|closes|closed|fix|fixes|fixed|resolve|resolves|resolved)[[:space:]]*[: ][[:space:]]*\[?[[:space:]]*((https?://[^[:space:]]*/browse/)?[A-Z]+-[0-9]+)' \
-                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-
-          sort -u tickets.txt > candidate_tickets.txt
-
-          if [[ ! -s candidate_tickets.txt ]]; then
-            echo "No Jira-like keys found in PR title or body"
-            echo 'jira-keys-json=["__NO_KEYS_FOUND__"]' >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-
-          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-          echo "Candidate keys:"
-          cat candidate_tickets.txt || true
-          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-
-          # ------------------------------------------------------------------
-          # 1) Hard-coded list of known Jira project keys (prefixes)
-          # ------------------------------------------------------------------
-          # Edit this list to match your common Jira projects:
-          # e.g. KNOWN_PROJECT_PREFIXES="SCYLLA STAG DOCS ENG"
-          KNOWN_PROJECT_PREFIXES="RELENG CLOUD SCYLLADB PKG PM CUSTOMER VECTOR ANSROLES CLOUDEVOPS CXTOOLS DOCTOR FIELDAUTO FIELDENG ILIAD OPERATOR PKGDASH PUB SMI WEBINSTALL STAG"
-
-          echo "Known project prefixes (hard-coded): $KNOWN_PROJECT_PREFIXES"
-
-          # Write known prefixes (one per line)
-          printf "%s\n" $KNOWN_PROJECT_PREFIXES | sort -u > hardcoded_project_keys.txt
-
-          > unique_tickets.txt
-          > unknown_prefix_candidates.txt
-
-          # First pass: use only hard-coded project prefixes
-          while read -r key; do
-            [ -z "$key" ] && continue
-            prefix="${key%%-*}"
-
-            if grep -qx "$prefix" hardcoded_project_keys.txt; then
-              echo "Accepting $key via hard-coded prefix '$prefix'."
-              echo "$key" >> unique_tickets.txt
-            else
-              echo "Deferring $key — prefix '$prefix' not in hard-coded list."
-              echo "$key" >> unknown_prefix_candidates.txt
-            fi
-          done < candidate_tickets.txt
-
-          # ------------------------------------------------------------------
-          # 2) Only if we still have keys with unknown prefixes, query Jira
-          # ------------------------------------------------------------------
-          if [[ -s unknown_prefix_candidates.txt ]]; then
-            echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-            echo "Some prefixes not in hard-coded list; querying Jira for project keys..."
-            echo "Unknown-prefix candidates:"
-            cat unknown_prefix_candidates.txt || true
-
-            project_resp=$(curl -sS --fail \
-              --user "$JIRA_AUTH" \
-              -H "Accept: application/json" \
-              "https://scylladb.atlassian.net/rest/api/3/project/search?maxResults=1000")
-
-            echo "$project_resp" | jq -r '.values[].key' | sort -u > jira_project_keys.txt
-
-            echo "Valid Jira project keys from API (first 20):"
-            head -n 20 jira_project_keys.txt || true
-
-            # Second pass: validate unknown prefixes against Jira project list
-            while read -r key; do
-              [ -z "$key" ] && continue
-              prefix="${key%%-*}"
-
-              if grep -qx "$prefix" jira_project_keys.txt; then
-                echo "Accepting $key via Jira API (valid project prefix '$prefix')."
-                echo "$key" >> unique_tickets.txt
-              else
-                echo "Skipping $key — unknown project prefix '$prefix' (not in Jira)."
-              fi
-            done < unknown_prefix_candidates.txt
-          else
-            echo "All prefixes resolved via hard-coded list; no Jira project lookup needed."
-          fi
-
-          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-
-          # Final result set
-          if [[ ! -s unique_tickets.txt ]]; then
-            echo "No valid Jira keys found after validation"
-            echo 'jira-keys-json=["__NO_KEYS_FOUND__"]' >> "$GITHUB_OUTPUT"
-          else
-            sort -u unique_tickets.txt -o unique_tickets.txt
-            echo "Final Jira keys:"
-            cat unique_tickets.txt
-
-            json=$(awk '{printf "\"%s\",",$1}' unique_tickets.txt | sed 's/,$//')
-            json="[${json}]"
-
-            echo "jira-keys-json=$json" >> "$GITHUB_OUTPUT"
-            
-          fi
diff --git a/.github/workflows/jira_transition.yml b/.github/workflows/jira_transition.yml
deleted file mode 100644
index 59fbdff..0000000
--- a/.github/workflows/jira_transition.yml
+++ /dev/null
@@ -1,249 +0,0 @@
-name: Jira Transition (from CSV)
-
-on:
-  workflow_call:
-    inputs:
-      # Full CSV text from the details job (header + rows).
-      # Expected columns include: key,status,labels,assignee,priority,fixVersions,scylla_components
-      details_csv:
-        required: true
-        type: string
-      transition_name:
-        required: true
-        type: string
-      transition_id:
-        required: true
-        type: string
-    secrets:
-      jira_auth:
-        required: true
-
-jobs:
-  transition_jira_status:
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      START_DATE_FIELD: customfield_10015
-      DUE_DATE_FIELD: duedate
-
-    steps:
-      - name: Write CSV to file
-        shell: bash
-        run: |
-          cat > details.csv <<'CSV_EOF'
-          ${{ inputs.details_csv }}
-          CSV_EOF
-          echo "Wrote details.csv"
-          head -n 5 details.csv || true
-
-      - name: Plan transitions (parse CSV)
-        id: plan
-        shell: bash
-        env:
-          TARGET: ${{ inputs.transition_name }}
-        run: |
-          set -euo pipefail
-          python3 - <<'PY'
-          import csv, sys, io, os
-          
-          target = os.environ['TARGET']
-          to_transition = []   # list of (key, current_status)
-          already_ok = []      # list of (key, current_status)
-          done_issues = []     # list of (key, current_status == Done)
-          
-          with open('details.csv', newline='', encoding='utf-8') as f:
-              reader = csv.DictReader(f)
-              # Normalize headers
-              fieldmap = { (h or '').strip().lower(): h for h in reader.fieldnames or [] }
-              def get(row, name):
-                  h = fieldmap.get(name.lower())
-                  return (row.get(h) or "").strip() if h else ""
-          
-              for row in reader:
-                  key = get(row, 'key')
-                  status = get(row, 'status')
-                  start_date = get(row, 'startdate')
-                  due_date = get(row, 'duedate')
-                  if not key:
-                      continue
-          
-                  # Skip already correct or Done issues
-                  if status.lower() == target.lower():
-                      already_ok.append((key, status))
-                  elif status.lower() in {"done", "duplicate", "won't fix"}:
-                      done_issues.append((key, status))
-                  else:
-                      to_transition.append((key, status, start_date, due_date))
-          
-          # Write plan files
-          def write_list(fname, items):
-              with open(fname, 'w', encoding='utf-8') as out:
-                  for item in items:
-                      if len(item) == 4:
-                          k, s, sd, dd = item
-                          out.write(f"{k}|{s}|{sd}|{dd}\n")
-                      else:
-                          k, s = item
-                          out.write(f"{k}|{s}\n")
-          
-          write_list('to_transition.txt', to_transition)
-          write_list('already_ok.txt', already_ok)
-          write_list('done_issues.txt', done_issues)
-          
-          print(f"{len(to_transition)} need transition, {len(already_ok)} already OK, {len(done_issues)} are Done.", file=sys.stderr)
-          PY
-
-          echo "----- Already OK (up to 10) -----"
-          head -n 10 already_ok.txt || true
-          echo "----- Done issues (up to 10) -----"
-          head -n 10 done_issues.txt || true
-          echo "----- Need Transition (up to 10) -----"
-          head -n 10 to_transition.txt || true
-
-      - name: Show intent summary
-        shell: bash
-        env:
-          TARGET: ${{ inputs.transition_name }}
-        run: |
-          need=$(wc -l < to_transition.txt 2>/dev/null || echo 0)
-          ok=$(wc -l < already_ok.txt 2>/dev/null || echo 0)
-          done=$(wc -l < done_issues.txt 2>/dev/null || echo 0)
-          echo "Target status: ${TARGET}"
-          echo "Issues already at target: ${ok}"
-          echo "Issues in 'Done' state:  ${done}"
-          echo "Issues to transition:     ${need}"
-
-      - name: Transition issues
-        if: ${{ always() }}
-        shell: bash
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-          TARGET: ${{ inputs.transition_name }}
-          TRANSITION_ID: ${{ inputs.transition_id }}
-          BASE: ${{ env.JIRA_BASE_URL }}
-          START_DATE_FIELD: ${{ env.START_DATE_FIELD }}
-          DUE_DATE_FIELD: ${{ env.DUE_DATE_FIELD }}
-        run: |
-          set -euo pipefail
-
-          if [ ! -s to_transition.txt ]; then
-            echo "No issues require transition. Done."
-            exit 0
-          fi
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret not set." >&2
-            exit 1
-          fi
-
-          while IFS='|' read -r key current start_date due_date; do
-            [ -n "${key:-}" ] || continue
-            echo "Transitioning ${key} from '${current}' -> '${TARGET}' (id=${TRANSITION_ID})"
-
-            # Check if transitioning to a working state and if start date needs to be set
-            WORKING_STATES=("in progress" "in review" "ready for merge")
-            SET_START_DATE=false
-            for state in "${WORKING_STATES[@]}"; do
-              if [[ "${TARGET,,}" == "$state" ]]; then
-                SET_START_DATE=true
-                break
-              fi
-            done
-
-            # If transitioning to working state and start date is empty, set it
-            if [ "$SET_START_DATE" = true ]; then
-              if [ -z "$start_date" ] || [ "$start_date" = "null" ]; then
-                TODAY=$(date -u +%Y-%m-%d)
-                echo "Setting start date to ${TODAY} for ${key} (field: ${START_DATE_FIELD})"
-                
-                if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
-                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
-                    -H "Authorization: $JIRA_AUTH" \
-                    -H "Accept: application/json" \
-                    -H "Content-Type: application/json" \
-                    --data "{\"fields\": {\"${START_DATE_FIELD}\": \"${TODAY}\"}}" \
-                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
-                else
-                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
-                    --user "$JIRA_AUTH" \
-                    -H "Accept: application/json" \
-                    -H "Content-Type: application/json" \
-                    --data "{\"fields\": {\"${START_DATE_FIELD}\": \"${TODAY}\"}}" \
-                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
-                fi
-                
-                HTTP_CODE=$(echo "$RESPONSE" | tail -n1)
-                if [ "$HTTP_CODE" != "204" ]; then
-                  echo "Warning: Failed to set start date for ${key} (HTTP ${HTTP_CODE})" >&2
-                  echo "$RESPONSE" | head -n-1 >&2
-                fi
-                sleep 0.2
-              else
-                echo "Start date already set for ${key}: ${start_date}"
-              fi
-            fi
-
-            # Check if transitioning to a closed state and if due date needs to be set
-            CLOSED_STATES=("done" "won't fix")
-            SET_DUE_DATE=false
-            for state in "${CLOSED_STATES[@]}"; do
-              if [[ "${TARGET,,}" == "$state" ]]; then
-                SET_DUE_DATE=true
-                break
-              fi
-            done
-
-            # If transitioning to closed state and due date is empty, set it
-            if [ "$SET_DUE_DATE" = true ]; then
-              if [ -z "$due_date" ] || [ "$due_date" = "null" ]; then
-                TODAY=$(date -u +%Y-%m-%d)
-                echo "Setting due date to ${TODAY} for ${key} (field: ${DUE_DATE_FIELD})"
-                
-                if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
-                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
-                    -H "Authorization: $JIRA_AUTH" \
-                    -H "Accept: application/json" \
-                    -H "Content-Type: application/json" \
-                    --data "{\"fields\": {\"${DUE_DATE_FIELD}\": \"${TODAY}\"}}" \
-                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
-                else
-                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
-                    --user "$JIRA_AUTH" \
-                    -H "Accept: application/json" \
-                    -H "Content-Type: application/json" \
-                    --data "{\"fields\": {\"${DUE_DATE_FIELD}\": \"${TODAY}\"}}" \
-                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
-                fi
-                
-                HTTP_CODE=$(echo "$RESPONSE" | tail -n1)
-                if [ "$HTTP_CODE" != "204" ]; then
-                  echo "Warning: Failed to set due date for ${key} (HTTP ${HTTP_CODE})" >&2
-                  echo "$RESPONSE" | head -n-1 >&2
-                fi
-                sleep 0.2
-              else
-                echo "Due date already set for ${key}: ${due_date}"
-              fi
-            fi
-
-            if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
-              curl -sS --fail -X POST \
-                -H "Authorization: $JIRA_AUTH" \
-                -H "Accept: application/json" \
-                -H "Content-Type: application/json" \
-                --data "{\"transition\": {\"id\": \"${TRANSITION_ID}\"}}" \
-                "${BASE}/rest/api/3/issue/${key}/transitions" \
-                || { echo "Failed to transition ${key}" >&2; exit 1; }
-            else
-              curl -sS --fail -X POST \
-                --user "$JIRA_AUTH" \
-                -H "Accept: application/json" \
-                -H "Content-Type: application/json" \
-                --data "{\"transition\": {\"id\": \"${TRANSITION_ID}\"}}" \
-                "${BASE}/rest/api/3/issue/${key}/transitions" \
-                || { echo "Failed to transition ${key}" >&2; exit 1; }
-            fi
-
-            # Gentle rate limit
-            sleep 0.2
-          done < to_transition.txt
diff --git a/.github/workflows/main_create_jira_issue_from_gh_issue.yml b/.github/workflows/main_create_jira_issue_from_gh_issue.yml
deleted file mode 100644
index 06c5848..0000000
--- a/.github/workflows/main_create_jira_issue_from_gh_issue.yml
+++ /dev/null
@@ -1,47 +0,0 @@
-name: Sync GitHub Issue to Jira
-
-on:
-  workflow_call:
-    inputs:
-      jira_project_key:
-        description: "Jira project key (e.g. MONITOR)"
-        required: true
-        type: string
-    secrets:
-      caller_jira_auth:
-        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
-        required: true
-
-jobs:
-  sync-issue-to-jira:
-    if: github.event.action == 'opened'
-    name: "Create Jira issue from GH #${{ github.event.issue.number }}"
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      issues: write
-    steps:
-      - name: Checkout automation repo
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-
-      - name: Create Jira issue and cross-link
-        env:
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-          JIRA_PROJECT_KEY: ${{ inputs.jira_project_key }}
-          GITHUB_TOKEN: ${{ github.token }}
-          OWNER_REPO: ${{ github.repository }}
-          ISSUE_TITLE: ${{ github.event.issue.title }}
-          ISSUE_BODY: ${{ github.event.issue.body }}
-          ISSUE_NUMBER: ${{ github.event.issue.number }}
-          ISSUE_HTML_URL: ${{ github.event.issue.html_url }}
-          ISSUE_LABELS: ${{ join(github.event.issue.labels.*.name, ',') }}
-          ISSUE_TYPE: ${{ github.event.issue.type.name || '' }}
-          ISSUE_MILESTONE: ${{ github.event.issue.milestone.title || '' }}
-          GH_ASSIGNEE_LOGIN: ${{ github.event.issue.assignee.login || '' }}
-          GH_ASSIGNEE_NAME: ${{ github.event.issue.assignee.name || github.event.issue.assignee.login || '' }}
-          GH_REPORTER_LOGIN: ${{ github.event.issue.user.login || '' }}
-          GH_REPORTER_NAME: ${{ github.event.issue.user.name || github.event.issue.user.login || '' }}
-        run: python3 scripts/create_jira_issue_from_gh_issue.py
\ No newline at end of file
diff --git a/.github/workflows/main_jira_sync_add_label.yml b/.github/workflows/main_jira_sync_add_label.yml
deleted file mode 100644
index 767e24f..0000000
--- a/.github/workflows/main_jira_sync_add_label.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: Sync With Jira - Add Label
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  manage_labeled_gh_event:
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-
-      - name: Run label-sync orchestrator
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY: ${{ github.event.pull_request.body }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          TRIGGERING_LABEL: ${{ github.event.label.name }}
-          OWNER_REPO: ${{ github.repository }}
-          GITHUB_TOKEN: ${{ github.token }}
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action manage_labeled_gh_event
diff --git a/.github/workflows/main_jira_sync_in_review.yml b/.github/workflows/main_jira_sync_in_review.yml
deleted file mode 100644
index 453b905..0000000
--- a/.github/workflows/main_jira_sync_in_review.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: Sync with Jira - In Review
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  manage_review_gh_event:
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-
-      - name: Run in-review orchestrator
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY: ${{ github.event.pull_request.body }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          OWNER_REPO: ${{ github.repository }}
-          REQUESTED_REVIEWER: ${{ github.event.requested_reviewer.login }}
-          GITHUB_TOKEN: ${{ github.token }}
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action manage_review_gh_event
diff --git a/.github/workflows/main_jira_sync_pr_closed.yml b/.github/workflows/main_jira_sync_pr_closed.yml
deleted file mode 100644
index ef2421f..0000000
--- a/.github/workflows/main_jira_sync_pr_closed.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: Sync with Jira - PR Closed
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  manage_closed_gh_event:
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-
-      - name: Run pr-closed orchestrator
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY: ${{ github.event.pull_request.body }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          PR_MERGED: ${{ github.event.pull_request.merged }}
-          OWNER_REPO: ${{ github.repository }}
-          GITHUB_TOKEN: ${{ github.token }}
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action manage_closed_gh_event
diff --git a/.github/workflows/main_jira_sync_pr_milestone_removed.yml b/.github/workflows/main_jira_sync_pr_milestone_removed.yml
deleted file mode 100644
index d51d25d..0000000
--- a/.github/workflows/main_jira_sync_pr_milestone_removed.yml
+++ /dev/null
@@ -1,140 +0,0 @@
-name: Sync With Jira - PR Milestone Removed
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  extract:
-    uses: scylladb/github-automation/.github/workflows/extract_jira_keys.yml@automation-staging-branch
-    with:
-      pr_title: ${{ github.event.pull_request.title }}
-      pr_body:  ${{ github.event.pull_request.body }}
-    secrets:
-      jira_auth: ${{ secrets.caller_jira_auth }}
-
-  debug:
-    needs: extract
-    runs-on: ubuntu-slim
-    steps:
-      - name: Debug data
-        env:
-          GITHUB_CONTEXT: ${{ toJson(github) }}
-        run: |
-          echo "event_name='${{ github.event_name }}'"
-          echo "action='${{ github.event.action }}'"
-          echo "removed_milestone_title='${{ github.event.milestone.title }}'"
-          echo "jira-keys-json='${{ needs.extract.outputs['jira-keys-json'] }}'"
-          echo "~~~~~~~~~~~ GitHub Context ~~~~~~~~~~~"
-          echo "$GITHUB_CONTEXT"
-
-  remove_fix_versions:
-    needs: extract
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-      MILESTONE_TITLE: ${{ github.event.milestone.title }}
-      JIRA_KEYS_JSON: ${{ needs.extract.outputs['jira-keys-json'] }}
-
-    steps:
-      - name: Remove Fix Versions from Jira issues
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret is not set."
-            exit 1
-          fi
-
-          if [ -z "${MILESTONE_TITLE:-}" ]; then
-            echo "ERROR: No milestone title found."
-            exit 1
-          fi
-
-          echo "Milestone to remove: ${MILESTONE_TITLE}"
-          echo "Jira keys JSON: ${JIRA_KEYS_JSON}"
-
-          # Parse the JSON array of Jira keys
-          KEYS=$(echo "$JIRA_KEYS_JSON" | jq -r '.[]')
-
-          if [ "$KEYS" = "__NO_KEYS_FOUND__" ] || [ -z "$KEYS" ]; then
-            echo "No valid Jira keys found in PR. Skipping."
-            exit 0
-          fi
-
-          ok=0
-          skipped=0
-          failed=0
-
-          for KEY in $KEYS; do
-            echo "======================================================"
-            echo "Processing Jira issue: ${KEY}"
-            echo "======================================================"
-
-            # Get current issue to check existing Fix Versions
-            ISSUE_RESP=$(curl -sS -w "\n%{http_code}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}?fields=fixVersions")
-
-            HTTP_CODE=$(echo "$ISSUE_RESP" | tail -1)
-            BODY=$(echo "$ISSUE_RESP" | sed '$d')
-
-            if [ "$HTTP_CODE" != "200" ]; then
-              echo "FAIL: Could not fetch issue ${KEY} (HTTP ${HTTP_CODE})"
-              echo "$BODY"
-              failed=$((failed+1))
-              continue
-            fi
-
-            # Check if the milestone version exists in Fix Versions
-            EXISTING_VERSIONS=$(echo "$BODY" | jq -r '.fields.fixVersions[]?.name // empty')
-            
-            if ! echo "$EXISTING_VERSIONS" | grep -qx "$MILESTONE_TITLE"; then
-              echo "SKIP: Version '${MILESTONE_TITLE}' not found in Fix Versions for ${KEY}"
-              skipped=$((skipped+1))
-              continue
-            fi
-
-            # Remove the milestone from Fix Versions
-            UPDATE_PAYLOAD=$(jq -n --arg name "$MILESTONE_TITLE" '
-              {
-                "update": {
-                  "fixVersions": [
-                    { "remove": { "name": $name } }
-                  ]
-                }
-              }
-            ')
-
-            UPDATE_RESP=$(curl -sS -w "\n%{http_code}" \
-              -X PUT "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data "$UPDATE_PAYLOAD")
-
-            UPDATE_HTTP=$(echo "$UPDATE_RESP" | tail -1)
-            UPDATE_BODY=$(echo "$UPDATE_RESP" | sed '$d')
-
-            if [ "$UPDATE_HTTP" = "204" ] || [ "$UPDATE_HTTP" = "200" ]; then
-              echo "OK: Removed '${MILESTONE_TITLE}' from Fix Versions for ${KEY}"
-              ok=$((ok+1))
-            else
-              echo "FAIL: Could not remove Fix Version for ${KEY} (HTTP ${UPDATE_HTTP})"
-              echo "$UPDATE_BODY"
-              failed=$((failed+1))
-            fi
-          done
-
-          echo "======================================================"
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          echo "======================================================"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
diff --git a/.github/workflows/main_jira_sync_pr_milestone_set.yml b/.github/workflows/main_jira_sync_pr_milestone_set.yml
deleted file mode 100644
index 4a4708e..0000000
--- a/.github/workflows/main_jira_sync_pr_milestone_set.yml
+++ /dev/null
@@ -1,159 +0,0 @@
-name: Sync With Jira - PR Milestone Set
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  extract:
-    uses: scylladb/github-automation/.github/workflows/extract_jira_keys.yml@automation-staging-branch
-    with:
-      pr_title: ${{ github.event.pull_request.title }}
-      pr_body:  ${{ github.event.pull_request.body }}
-    secrets:
-      jira_auth: ${{ secrets.caller_jira_auth }}
-
-  debug:
-    needs: extract
-    runs-on: ubuntu-slim
-    steps:
-      - name: Debug data
-        env:
-          GITHUB_CONTEXT: ${{ toJson(github) }}
-        run: |
-          echo "event_name='${{ github.event_name }}'"
-          echo "action='${{ github.event.action }}'"
-          echo "milestone_title='${{ github.event.pull_request.milestone.title }}'"
-          echo "jira-keys-json='${{ needs.extract.outputs['jira-keys-json'] }}'"
-          echo "~~~~~~~~~~~ GitHub Context ~~~~~~~~~~~"
-          echo "$GITHUB_CONTEXT"
-
-  update_fix_versions:
-    needs: extract
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-      MILESTONE_TITLE: ${{ github.event.pull_request.milestone.title }}
-      JIRA_KEYS_JSON: ${{ needs.extract.outputs['jira-keys-json'] }}
-
-    steps:
-      - name: Replace Fix Versions in Jira issues
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret is not set."
-            exit 1
-          fi
-
-          if [ -z "${MILESTONE_TITLE:-}" ]; then
-            echo "ERROR: No milestone title found."
-            exit 1
-          fi
-
-          echo "Milestone title: ${MILESTONE_TITLE}"
-          echo "Jira keys JSON: ${JIRA_KEYS_JSON}"
-
-          # Parse the JSON array of Jira keys
-          KEYS=$(echo "$JIRA_KEYS_JSON" | jq -r '.[]')
-
-          if [ "$KEYS" = "__NO_KEYS_FOUND__" ] || [ -z "$KEYS" ]; then
-            echo "No valid Jira keys found in PR. Skipping."
-            exit 0
-          fi
-
-          ok=0
-          skipped=0
-          failed=0
-
-          for KEY in $KEYS; do
-            echo "======================================================"
-            echo "Processing Jira issue: ${KEY}"
-            echo "======================================================"
-
-            # Get the project key from the issue key
-            PROJECT_KEY="${KEY%%-*}"
-
-            # First, ensure the version exists in the project
-            VERSION_CHECK=$(curl -sS -w "\n%{http_code}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions")
-
-            VC_HTTP=$(echo "$VERSION_CHECK" | tail -1)
-            VC_BODY=$(echo "$VERSION_CHECK" | sed '$d')
-
-            VERSION_EXISTS=false
-            if [ "$VC_HTTP" = "200" ]; then
-              if echo "$VC_BODY" | jq -e ".[] | select(.name == \"$MILESTONE_TITLE\")" > /dev/null 2>&1; then
-                VERSION_EXISTS=true
-              fi
-            fi
-
-            if [ "$VERSION_EXISTS" = "false" ]; then
-              echo "Version '${MILESTONE_TITLE}' does not exist in project ${PROJECT_KEY}. Creating it..."
-              
-              CREATE_RESP=$(curl -sS -w "\n%{http_code}" \
-                -X POST "${JIRA_BASE_URL}/rest/api/3/version" \
-                --user "${JIRA_AUTH}" \
-                -H "Accept: application/json" \
-                -H "Content-Type: application/json" \
-                --data "{\"name\": \"${MILESTONE_TITLE}\", \"project\": \"${PROJECT_KEY}\"}")
-
-              CREATE_HTTP=$(echo "$CREATE_RESP" | tail -1)
-              CREATE_BODY=$(echo "$CREATE_RESP" | sed '$d')
-
-              if [ "$CREATE_HTTP" = "201" ] || [ "$CREATE_HTTP" = "200" ]; then
-                echo "Created version '${MILESTONE_TITLE}' in project ${PROJECT_KEY}"
-              elif [ "$CREATE_HTTP" = "400" ]; then
-                # Might already exist (race condition or case sensitivity)
-                echo "Version might already exist (HTTP 400). Proceeding with update..."
-              else
-                echo "WARNING: Could not create version (HTTP ${CREATE_HTTP}): $CREATE_BODY"
-              fi
-            fi
-
-            # Replace Fix Versions - SET to only the new milestone (removes all existing)
-            UPDATE_PAYLOAD=$(jq -n --arg name "$MILESTONE_TITLE" '
-              {
-                "fields": {
-                  "fixVersions": [
-                    { "name": $name }
-                  ]
-                }
-              }
-            ')
-
-            echo "Replacing Fix Versions with: ${MILESTONE_TITLE}"
-
-            UPDATE_RESP=$(curl -sS -w "\n%{http_code}" \
-              -X PUT "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data "$UPDATE_PAYLOAD")
-
-            UPDATE_HTTP=$(echo "$UPDATE_RESP" | tail -1)
-            UPDATE_BODY=$(echo "$UPDATE_RESP" | sed '$d')
-
-            if [ "$UPDATE_HTTP" = "204" ] || [ "$UPDATE_HTTP" = "200" ]; then
-              echo "OK: Set Fix Versions for ${KEY} to '${MILESTONE_TITLE}'"
-              ok=$((ok+1))
-            else
-              echo "FAIL: Could not update Fix Versions for ${KEY} (HTTP ${UPDATE_HTTP})"
-              echo "$UPDATE_BODY"
-              failed=$((failed+1))
-            fi
-          done
-
-          echo "======================================================"
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          echo "======================================================"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
diff --git a/.github/workflows/main_jira_sync_pr_opened.yml b/.github/workflows/main_jira_sync_pr_opened.yml
deleted file mode 100644
index 1aa0d27..0000000
--- a/.github/workflows/main_jira_sync_pr_opened.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: Sync With Jira - PR Opened
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  manage_opened_gh_event:
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-
-      - name: Run pr-opened orchestrator
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY: ${{ github.event.pull_request.body }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          OWNER_REPO: ${{ github.repository }}
-          GITHUB_TOKEN: ${{ github.token }}
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action manage_opened_gh_event
diff --git a/.github/workflows/main_jira_sync_remove_label.yml b/.github/workflows/main_jira_sync_remove_label.yml
deleted file mode 100644
index dd41063..0000000
--- a/.github/workflows/main_jira_sync_remove_label.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: Sync With Jira - Remove Label
-
-on:
-  workflow_call:
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  sync:
-    name: Remove-label orchestration
-    runs-on: ubuntu-slim
-    steps:
-      - name: Checkout scripts
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-        with:
-          repository: scylladb/github-automation
-          ref: main
-          path: _automation
-
-      - name: Run manage_unlabeled_gh_event
-        env:
-          PR_TITLE:      ${{ github.event.pull_request.title }}
-          PR_BODY:       ${{ github.event.pull_request.body }}
-          PR_NUMBER:     ${{ github.event.pull_request.number }}
-          REMOVED_LABEL: ${{ github.event.label.name }}
-          OWNER_REPO:    ${{ github.repository }}
-          GITHUB_TOKEN:  ${{ secrets.GITHUB_TOKEN }}
-          JIRA_AUTH:     ${{ secrets.caller_jira_auth }}
-        run: |
-          cd _automation/scripts
-          python jira_sync_logic.py --action manage_unlabeled_gh_event
diff --git a/.github/workflows/main_pr_events_jira_sync.yml b/.github/workflows/main_pr_events_jira_sync.yml
deleted file mode 100644
index cd36fdc..0000000
--- a/.github/workflows/main_pr_events_jira_sync.yml
+++ /dev/null
@@ -1,44 +0,0 @@
-name: Sync Jira from PR Events
-
-on:
-  workflow_call:
-    inputs:
-      caller_action:
-        description: >
-          The GitHub event action that triggered this workflow (e.g. opened,
-          labeled, unlabeled, closed, ready_for_review, review_requested).
-          The Python script maps this to the correct orchestrator function.
-        required: true
-        type: string
-    secrets:
-      caller_jira_auth:
-        required: true
-
-jobs:
-  jira-sync:
-    name: "Jira Sync - ${{ inputs.caller_action }}"
-    runs-on: ubuntu-slim
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-        with:
-          repository: scylladb/github-automation
-          ref: automation-staging-branch
-
-      - name: Run Jira sync orchestrator
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY: ${{ github.event.pull_request.body }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          OWNER_REPO: ${{ github.repository }}
-          TRIGGERING_LABEL: ${{ github.event.label.name }}
-          REMOVED_LABEL: ${{ github.event.label.name }}
-          REQUESTED_REVIEWER: ${{ github.event.requested_reviewer.login }}
-          PR_MERGED: ${{ github.event.pull_request.merged }}
-          GITHUB_TOKEN: ${{ github.token }}
-          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-        run: python3 scripts/jira_sync_logic.py --action ${{ inputs.caller_action }}
diff --git a/.github/workflows/main_sync_milestone_to_jira_release.yml b/.github/workflows/main_sync_milestone_to_jira_release.yml
deleted file mode 100644
index 046af99..0000000
--- a/.github/workflows/main_sync_milestone_to_jira_release.yml
+++ /dev/null
@@ -1,228 +0,0 @@
-name: Create Jira releases (versions) from GitHub milestone
-
-on:
-  workflow_call:
-    inputs:
-      jira_project_keys:
-        description: "Comma-separated Jira project keys (e.g. STAG,VECTOR,PROJ)"
-        required: true
-        type: string
-    secrets:
-      caller_jira_auth:
-        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
-        required: true
-
-jobs:
-  create_jira_releases:
-    if: github.event.action == 'created'
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
-
-    steps:
-      - name: Debug milestone input
-        run: |
-          echo "Projects:      '${{ inputs.jira_project_keys }}'"
-          echo "Title:         '${{ github.event.milestone.title }}'"
-          echo "Description:   '${{ github.event.milestone.description }}'"
-          echo "Due on:        '${{ github.event.milestone.due_on }}'"
-
-      - name: Create Jira version in each project (skip if already exists)
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret is not set."
-            exit 1
-          fi
-
-          NAME="${{ github.event.milestone.title }}"
-          DESC="${{ github.event.milestone.description }}"
-          DUE_ON="${{ github.event.milestone.due_on }}"
-
-          # GitHub due_on is ISO 8601; Jira expects YYYY-MM-DD
-          RELEASE_DATE=""
-          if [ -n "${DUE_ON:-}" ]; then
-            RELEASE_DATE="${DUE_ON%%T*}"
-          fi
-
-          echo "Version name:  ${NAME}"
-          echo "Release date:  ${RELEASE_DATE:-<none>}"
-          echo "Projects:      ${PROJECT_KEYS}"
-          echo
-
-          # Split comma-separated keys safely (trim whitespace)
-          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
-
-          ok=0
-          skipped=0
-          failed=0
-
-          for raw in "${KEYS[@]}"; do
-            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
-            [ -n "$PROJECT_KEY" ] || continue
-
-            echo "======================================================"
-            echo "Creating Jira version in project: ${PROJECT_KEY}"
-            echo "======================================================"
-
-            # Build payload
-            jq -n \
-              --arg name "$NAME" \
-              --arg proj "$PROJECT_KEY" \
-              --arg desc "${DESC:-}" \
-              --arg rdate "${RELEASE_DATE:-}" \
-              '
-              {
-                name: $name,
-                project: $proj
-              }
-              + (if $desc  != "" then {description: $desc} else {} end)
-              + (if $rdate != "" then {releaseDate: $rdate} else {} end)
-              ' > payload.json
-
-            # Attempt create
-            HTTP_CODE=$(curl -sS -o resp.json -w "%{http_code}" \
-              -X POST "${JIRA_BASE_URL}/rest/api/3/version" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data @payload.json || true)
-
-            if [ "$HTTP_CODE" = "201" ] || [ "$HTTP_CODE" = "200" ]; then
-              ID=$(jq -r '.id // empty' resp.json)
-              echo "OK: created version in ${PROJECT_KEY} (id=${ID})."
-              ok=$((ok+1))
-              continue
-            fi
-
-            # If already exists: treat as SKIP and move on
-            if [ "$HTTP_CODE" = "400" ] && jq -e '
-                (.errorMessages // []) + ((.errors // {}) | to_entries | map(.value))
-                | map(tostring)
-                | any(test("already exists|exists already|A version with this name already exists"; "i"))
-              ' resp.json > /dev/null 2>&1; then
-              echo "SKIP: version '${NAME}' already exists in ${PROJECT_KEY}."
-              skipped=$((skipped+1))
-              continue
-            fi
-
-            # Other failure -> count as failure but continue to next project
-            echo "FAIL: could not create version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
-            cat resp.json || true
-            echo
-            failed=$((failed+1))
-          done
-
-          echo "======================================================"
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          echo "======================================================"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
-
-  release_jira_releases:
-    if: github.event.action == 'closed'
-    runs-on: ubuntu-slim
-    env:
-      JIRA_BASE_URL: https://scylladb.atlassian.net
-      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
-      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
-
-    steps:
-      - name: Debug milestone input
-        run: |
-          echo "Projects:      '${{ inputs.jira_project_keys }}'"
-          echo "Title:         '${{ github.event.milestone.title }}'"
-          echo "Action:        '${{ github.event.action }}'"
-
-      - name: Release Jira version in each project
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: jira_auth secret is not set."
-            exit 1
-          fi
-
-          NAME="${{ github.event.milestone.title }}"
-          TODAY="$(date -u +%Y-%m-%d)"
-
-          echo "Version name:  ${NAME}"
-          echo "Release date:  ${TODAY}"
-          echo "Projects:      ${PROJECT_KEYS}"
-          echo
-
-          # Split comma-separated keys safely (trim whitespace)
-          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
-
-          ok=0
-          skipped=0
-          failed=0
-
-          for raw in "${KEYS[@]}"; do
-            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
-            [ -n "$PROJECT_KEY" ] || continue
-
-            echo "======================================================"
-            echo "Releasing Jira version in project: ${PROJECT_KEY}"
-            echo "======================================================"
-
-            # Find the version ID by name
-            HTTP_CODE=$(curl -sS -o versions.json -w "%{http_code}" \
-              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" || true)
-
-            if [ "$HTTP_CODE" != "200" ]; then
-              echo "FAIL: could not list versions in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
-              cat versions.json || true
-              echo
-              failed=$((failed+1))
-              continue
-            fi
-
-            VERSION_ID=$(jq -r --arg name "$NAME" \
-              '.[] | select(.name == $name) | .id' versions.json | head -1)
-
-            if [ -z "$VERSION_ID" ]; then
-              echo "SKIP: version '${NAME}' not found in ${PROJECT_KEY}."
-              skipped=$((skipped+1))
-              continue
-            fi
-
-            # Mark the version as released
-            jq -n \
-              --arg rdate "${TODAY}" \
-              '{"released": true, "releaseDate": $rdate}' > release_payload.json
-
-            HTTP_CODE=$(curl -sS -o release_resp.json -w "%{http_code}" \
-              -X PUT "${JIRA_BASE_URL}/rest/api/3/version/${VERSION_ID}" \
-              --user "${JIRA_AUTH}" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data @release_payload.json || true)
-
-            if [ "$HTTP_CODE" = "200" ]; then
-              echo "OK: released version '${NAME}' in ${PROJECT_KEY} (id=${VERSION_ID})."
-              ok=$((ok+1))
-            else
-              echo "FAIL: could not release version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
-              cat release_resp.json || true
-              echo
-              failed=$((failed+1))
-            fi
-          done
-
-          echo "======================================================"
-          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
-          echo "======================================================"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi
diff --git a/.github/workflows/remove_label_from_jira_issue.yml b/.github/workflows/remove_label_from_jira_issue.yml
deleted file mode 100644
index a9dc927..0000000
--- a/.github/workflows/remove_label_from_jira_issue.yml
+++ /dev/null
@@ -1,171 +0,0 @@
-name: Remove Label from Jira Issues 
-
-on:
-  workflow_call:
-    inputs:
-      jira_keys_json:
-        description: 'JSON array of Jira keys, e.g. ["STAG-1","STAG-2"] or ["__NO_KEYS_FOUND__"]'
-        type: string
-        required: true
-      label:
-        description: "Label that was removed from the PR. For Jira: normal label or area/* (Scylla component)."
-        type: string
-        required: true
-    secrets:
-      jira_auth:
-        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
-        required: true
-
-jobs:
-  remove_labels_from_jira:
-    runs-on: ubuntu-slim
-    env:
-      BASE_URL: https://scylladb.atlassian.net
-      SCYLLA_COMPONENTS_FIELD: customfield_10321
-
-    steps:
-      - name: Extract Jira keys from jira_keys_json
-        id: extract
-        shell: bash
-        env:
-          JIRA_KEYS_JSON: ${{ inputs.jira_keys_json }}
-        run: |
-          set -euo pipefail
-
-          python3 - <<'PY'
-          import json, sys, os
-
-          raw = os.environ.get("JIRA_KEYS_JSON", "").strip()
-          print(f"Incoming jira_keys_json: {raw}")
-
-          if (not raw or raw == "[]" or raw == '[""]' or raw == '["__NO_KEYS_FOUND__"]'):
-              print("No usable Jira keys; nothing to update.")
-              open("keys.txt", "w").close()
-              sys.exit(0)
-
-          try:
-              data = json.loads(raw)
-          except json.JSONDecodeError as e:
-              print(f"Invalid JSON: {e}", file=sys.stderr)
-              sys.exit(1)
-
-          if not isinstance(data, list):
-              print("jira_keys_json must be an array", file=sys.stderr)
-              sys.exit(1)
-
-          keys = []
-          for item in data:
-              if isinstance(item, str) and item.strip() and item.strip() != "__NO_KEYS_FOUND__":
-                  keys.append(item.strip())
-
-          uniq = []
-          seen = set()
-          for k in keys:
-              if k not in seen:
-                  uniq.append(k)
-                  seen.add(k)
-
-          with open("keys.txt", "w") as out:
-              for k in uniq:
-                  out.write(k + "\n")
-
-          print(f"Found {len(uniq)} issues.")
-          PY
-
-      - name: Prepare payload(s) and mode (normal label or scylla component)
-        id: prep
-        shell: bash
-        env:
-          TARGET_IN: ${{ inputs.label }}
-          SCYLLA_FIELD: ${{ env.SCYLLA_COMPONENTS_FIELD }}
-        run: |
-          set -euo pipefail
-
-          TARGET="${TARGET_IN}"
-          MODE=""
-
-          echo "Incoming removed label: '${TARGET}'"
-
-          # area/* → Scylla component
-          if [[ "$TARGET" == area/* ]]; then
-            MODE="scylla_component"
-            RAW="${TARGET#area/}"
-            COMPONENT_VALUE="${RAW//_/ }"
-            ESCAPED=$(jq -Rn --arg v "$COMPONENT_VALUE" '$v')
-            printf '{"update":{"%s":[{"remove":{"value":%s}}]}}\n' "$SCYLLA_FIELD" "$ESCAPED" \
-              > payload_scylla.json
-            echo "scylla component remove payload ready"
-          else
-            # Normal Jira label removal
-            MODE="label"
-            jq -n --arg label "$TARGET" \
-              '{update:{labels:[{remove:$label}]}}' > payload_label.json
-            echo "label removal payload ready"
-          fi
-
-          echo "mode=${MODE}" >> "$GITHUB_OUTPUT"
-
-      - name: Apply to each issue (Basic auth)
-        id: apply
-        shell: bash
-        env:
-          JIRA_AUTH:     ${{ secrets.jira_auth }}
-          BASE_URL:      ${{ env.BASE_URL }}
-          MODE:          ${{ steps.prep.outputs.mode }}
-          TARGET_LABEL:  ${{ inputs.label }}
-        run: |
-          set -euo pipefail
-
-          if [ ! -s keys.txt ]; then
-            echo "No issue keys found; nothing to update."
-            exit 0
-          fi
-
-          echo "Operation mode: ${MODE}"
-
-          if [ "$MODE" = "scylla_component" ]; then
-            PAYLOAD_FILE="payload_scylla.json"
-            ACTION_DESC="Remove Scylla component"
-          else
-            PAYLOAD_FILE="payload_label.json"
-            ACTION_DESC="Remove Jira label"
-          fi
-
-          ok=0; skipped=0; failed=0
-
-          while IFS= read -r key; do
-            [ -n "${key:-}" ] || continue
-
-            ISSUE_URL="${BASE_URL}/rest/api/3/issue/${key}"
-
-            echo "${ACTION_DESC} on ${key} ..."
-            code=$(curl -sS -o resp.json -w "%{http_code}" \
-              -X PUT "${ISSUE_URL}" \
-              --user "$JIRA_AUTH" \
-              -H "Accept: application/json" \
-              -H "Content-Type: application/json" \
-              --data @"${PAYLOAD_FILE}" || echo "000")
-
-            if [[ "$code" == "204" || "$code" == "200" ]]; then
-              echo "OK ${key} (${code})"
-              ok=$((ok+1))
-            elif [[ "$code" == "400" ]]; then
-              echo "SKIP ${key} (${code}) – value may not exist in Jira"
-              skipped=$((skipped+1))
-              head -c 200 resp.json || true
-              echo
-            else
-              echo "FAIL ${key} (${code})"
-              failed=$((failed+1))
-              head -c 400 resp.json || true
-              echo
-            fi
-
-            sleep 0.2
-          done < keys.txt
-
-          echo "Summary: ok=${ok}, skipped=${skipped}, failed=${failed}"
-
-          if [ "$failed" -gt 0 ]; then
-            exit 1
-          fi

From 737104bb5213cab15ae3e0558f6c997e685212fb Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:36:12 +0000
Subject: [PATCH 08/15] Remove remaining workflow deletions from PR

---
 ...main_update_jira_status_to_in_progress.yml | 63 ++++++++++++++++
 .../main_update_jira_status_to_in_review.yml  | 62 ++++++++++++++++
 ..._update_jira_status_to_ready_for_merge.yml | 71 +++++++++++++++++++
 3 files changed, 196 insertions(+)
 create mode 100644 .github/workflows/main_update_jira_status_to_in_progress.yml
 create mode 100644 .github/workflows/main_update_jira_status_to_in_review.yml
 create mode 100644 .github/workflows/main_update_jira_status_to_ready_for_merge.yml

diff --git a/.github/workflows/main_update_jira_status_to_in_progress.yml b/.github/workflows/main_update_jira_status_to_in_progress.yml
new file mode 100644
index 0000000..923fe87
--- /dev/null
+++ b/.github/workflows/main_update_jira_status_to_in_progress.yml
@@ -0,0 +1,63 @@
+name: Update Jira Status - In Progress
+
+on:
+  workflow_call:
+    secrets:
+      jira_auth:
+        required: true
+
+jobs:
+  action-jira-status-update:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Extract Jira Ticket IDs
+        id: get-jira
+        shell: bash
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY:  ${{ github.event.pull_request.body }}
+        run: |
+          set -euo pipefail
+
+          # Replace backticks with spaces (no evaluation)
+          title="$(printf '%s' "$PR_TITLE" | tr '`' ' ')"
+          body="$(printf '%s' "$PR_BODY"  | tr '`' ' ')"
+
+          > tickets.txt
+          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
+                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+
+          sort -u tickets.txt > unique_tickets.txt
+          if [[ ! -s unique_tickets.txt ]]; then
+            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          tickets_csv=$(paste -sd, unique_tickets.txt)
+          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
+
+      - name: Transition Jira Tickets to 'In Progress'
+        if: steps.get-jira.outputs.ticket-ids != ''
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
+            exit 1
+          fi
+
+          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
+          for ticket_id in "${tickets[@]}"; do
+            echo "Transitioning Jira ticket to 'In Progress': $ticket_id"
+            curl -v --fail -X POST \
+              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
+              --user "$JIRA_AUTH" \
+              --header "Accept: application/json" \
+              --header "Content-Type: application/json" \
+              -d '{"transition": {"id": "111"}}'
+          done
diff --git a/.github/workflows/main_update_jira_status_to_in_review.yml b/.github/workflows/main_update_jira_status_to_in_review.yml
new file mode 100644
index 0000000..aa3800e
--- /dev/null
+++ b/.github/workflows/main_update_jira_status_to_in_review.yml
@@ -0,0 +1,62 @@
+name: Update Jira Status - In Review
+
+on:
+  workflow_call:
+    secrets:
+      jira_auth:
+        required: true
+
+jobs:
+  action-jira-status-update-in-review:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Extract Jira Ticket IDs
+        id: get-jira
+        shell: bash
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY:  ${{ github.event.pull_request.body }}
+        run: |
+          set -euo pipefail
+
+          # Single-line: replace backticks with spaces, no evaluation
+          title="$(printf '%s' "$PR_TITLE" | tr '`' ' ')"
+          body="$(printf '%s' "$PR_BODY"  | tr '`' ' ')"
+
+          > tickets.txt
+          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
+                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+
+          sort -u tickets.txt > unique_tickets.txt
+          if [[ ! -s unique_tickets.txt ]]; then
+            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+          tickets_csv=$(paste -sd, unique_tickets.txt)
+          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
+
+      - name: Transition Jira Tickets to 'In Review'
+        if: steps.get-jira.outputs.ticket-ids != ''
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
+            exit 1
+          fi
+
+          for ticket_id in "${tickets[@]}"; do
+            echo "Transitioning Jira ticket to 'In Review': $ticket_id"
+            curl -v --fail -X POST \
+              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
+              --user "$JIRA_AUTH" \
+              --header "Accept: application/json" \
+              --header "Content-Type: application/json" \
+              -d '{"transition": {"id": "121"}}'
+          done
diff --git a/.github/workflows/main_update_jira_status_to_ready_for_merge.yml b/.github/workflows/main_update_jira_status_to_ready_for_merge.yml
new file mode 100644
index 0000000..4529d83
--- /dev/null
+++ b/.github/workflows/main_update_jira_status_to_ready_for_merge.yml
@@ -0,0 +1,71 @@
+name: Update Status - Ready For Merge
+
+on:
+  workflow_call:
+    inputs:
+      label_name:
+        required: true
+        type: string
+    secrets:
+      jira_auth:
+        required: true
+
+jobs:
+  action-jira-status-update-ready-for-merge:
+    if: ${{ github.event.label.name == inputs.label_name }}
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Extract Jira Ticket IDs
+        id: get-jira
+        shell: bash
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY:  ${{ github.event.pull_request.body }}
+        run: |
+          set -euo pipefail
+          echo "Label '${{ inputs.label_name }}' detected. Looking for Jira ticket IDs..."
+
+          # Replace backticks with spaces (no evaluation)
+          title="$(printf '%s' "${PR_TITLE:-}" | tr '`' ' ')"
+          body="$(printf '%s' "${PR_BODY:-}"  | tr '`' ' ')"
+
+          > tickets.txt
+          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
+                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+
+          sort -u tickets.txt > unique_tickets.txt
+
+          if [[ ! -s unique_tickets.txt ]]; then
+            echo "No Jira tickets found in PR title or body. Skipping Jira update."
+            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          tickets_csv=$(paste -sd, unique_tickets.txt)
+          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
+
+      - name: Transition Jira Tickets to 'Ready for Merge'
+        if: steps.get-jira.outputs.ticket-ids != ''
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
+            exit 1
+          fi
+
+          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
+          for ticket_id in "${tickets[@]}"; do
+            echo "Transitioning Jira ticket to 'Ready for Merge': $ticket_id"
+            curl -v --fail -X POST \
+              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
+              --user "$JIRA_AUTH" \
+              --header "Accept: application/json" \
+              --header "Content-Type: application/json" \
+              -d '{"transition": {"id": "131"}}'
+          done

From 306b5075d954e90ee76978b9d9762265e509fd26 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:37:24 +0000
Subject: [PATCH 09/15] Validation complete for PR cleanup

---
 ...ate_jira_issue_from_gh_issue.cpython-312.pyc | Bin 0 -> 15010 bytes
 .../__pycache__/jira_sync_logic.cpython-312.pyc | Bin 0 -> 32894 bytes
 .../jira_sync_modules.cpython-312.pyc           | Bin 0 -> 55553 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc b/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
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literal 0
HcmV?d00001


From d72746d9bbf9e7cfdc66bbad29eaa1125015aa2e Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:48:39 +0000
Subject: [PATCH 10/15] Plan: limit PR to two Python files

---
 ...e_jira_issue_from_gh_issue.cpython-312.pyc | Bin 15010 -> 15010 bytes
 .../jira_sync_logic.cpython-312.pyc           | Bin 32894 -> 32894 bytes
 .../jira_sync_modules.cpython-312.pyc         | Bin 55553 -> 55553 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc b/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
index 4efaefabc4fabeff0a7e8e8bd99a6e5569d5bbf9..0a3b0a71dd33d9652a827aa2ba6d5d75fe5c5a1c 100644
GIT binary patch
delta 19
ZcmZ2fx~P=vG%qg~0}xCu-^ew?3IILX1-}3Q

delta 19
ZcmZ2fx~P=vG%qg~0}wcuY~-3@1pqth1#AES

diff --git a/scripts/__pycache__/jira_sync_logic.cpython-312.pyc b/scripts/__pycache__/jira_sync_logic.cpython-312.pyc
index 32ab9690e4f8143b700cfd72fee0a523047c739e..4e42f9859a2ec19a4141a408515049b34a296b78 100644
GIT binary patch
delta 21
bcmey@!1S+yiR&~kFBbz4OfKKZRnh<eQ2z$A

delta 21
bcmey@!1S+yiR&~kFBbz4IG1eXDro=!PY?!R

diff --git a/scripts/__pycache__/jira_sync_modules.cpython-312.pyc b/scripts/__pycache__/jira_sync_modules.cpython-312.pyc
index 201900e4955964d13217503ece2614345a21e53a..23ec4625da3c64047cb374013c4c669f33b5bd70 100644
GIT binary patch
delta 21
bcmZqN#N4=vnd>w!FBbz4OfKKZ_5B6_Mz03?

delta 21
bcmZqN#N4=vnd>w!FBbz4IG1eX`hEidM8F28


From 3479134ef5e659bcc76819980d9f4d359b9c1d7b Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:49:00 +0000
Subject: [PATCH 11/15] Remove extra script and pycache files from PR

---
 ...e_jira_issue_from_gh_issue.cpython-312.pyc | Bin 15010 -> 0 bytes
 .../jira_sync_logic.cpython-312.pyc           | Bin 32894 -> 0 bytes
 .../jira_sync_modules.cpython-312.pyc         | Bin 55553 -> 0 bytes
 scripts/create_jira_issue_from_gh_issue.py    | 387 ------------------
 4 files changed, 387 deletions(-)
 delete mode 100644 scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc
 delete mode 100644 scripts/create_jira_issue_from_gh_issue.py

diff --git a/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc b/scripts/__pycache__/create_jira_issue_from_gh_issue.cpython-312.pyc
deleted file mode 100644
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diff --git a/scripts/create_jira_issue_from_gh_issue.py b/scripts/create_jira_issue_from_gh_issue.py
deleted file mode 100644
index d968835..0000000
--- a/scripts/create_jira_issue_from_gh_issue.py
+++ /dev/null
@@ -1,387 +0,0 @@
-#!/usr/bin/env python3
-"""
-create_jira_issue_from_gh_issue.py - Create a Jira issue from a newly opened GitHub issue.
-
-Reads environment variables set by the GitHub Actions workflow and creates
-a corresponding Jira issue in the configured project, including:
-  - Title, description, labels, issue type mapping
-  - Assignee / reporter lookup (best-effort by display name)
-  - Clickable cross-links in both the Jira description footer and
-    the GitHub issue body footer
-  - Markdown-to-ADF conversion for the issue description
-
-Reuses HTTP helpers from jira_sync_modules to avoid code duplication.
-"""
-
-import json
-import os
-import re
-import sys
-from urllib.parse import quote
-
-from jira_sync_modules import (
-    _jira_get,
-    _jira_post,
-    _jira_put,
-    _gh_api,
-)
-
-# ---------------------------------------------------------------------------
-# Constants
-# ---------------------------------------------------------------------------
-JIRA_BASE_URL = "https://scylladb.atlassian.net"
-
-# ---------------------------------------------------------------------------
-# Environment
-# ---------------------------------------------------------------------------
-JIRA_AUTH = os.environ.get("JIRA_AUTH", "")          # email:api_token
-GITHUB_TOKEN = os.environ.get("GITHUB_TOKEN", "")
-JIRA_PROJECT_KEY = os.environ.get("JIRA_PROJECT_KEY", "")
-
-# GitHub issue payload fields (set by the workflow)
-ISSUE_TITLE = os.environ.get("ISSUE_TITLE", "")
-ISSUE_BODY = os.environ.get("ISSUE_BODY", "")
-ISSUE_NUMBER = os.environ.get("ISSUE_NUMBER", "")
-ISSUE_HTML_URL = os.environ.get("ISSUE_HTML_URL", "")
-ISSUE_LABELS = os.environ.get("ISSUE_LABELS", "")     # comma-separated
-ISSUE_TYPE = os.environ.get("ISSUE_TYPE", "")          # GitHub issue type name
-ISSUE_MILESTONE = os.environ.get("ISSUE_MILESTONE", "")
-OWNER_REPO = os.environ.get("OWNER_REPO", "")
-
-# Assignee / reporter (GitHub login + display name)
-GH_ASSIGNEE_NAME = os.environ.get("GH_ASSIGNEE_NAME", "")
-GH_REPORTER_NAME = os.environ.get("GH_REPORTER_NAME", "")
-
-
-# ---------------------------------------------------------------------------
-# Markdown -> ADF conversion
-# ---------------------------------------------------------------------------
-
-def _inline_markdown(text: str) -> list[dict]:
-    """Convert inline markdown (bold, italic, code, links) to ADF inline nodes."""
-    if not text:
-        return [{"type": "text", "text": ""}]
-
-    nodes: list[dict] = []
-    pattern = re.compile(
-        r"\*\*(.+?)\*\*"                       # group 1: bold
-        r"|`([^`]+)`"                           # group 2: inline code
-        r"|\[([^\]]+)\]\(([^)]+)\)"             # group 3,4: link text + url
-        r"|(?<!\*)\*([^*\n]+?)\*(?!\*)"         # group 5: italic
-    )
-
-    last_end = 0
-    for m in pattern.finditer(text):
-        if m.start() > last_end:
-            nodes.append({"type": "text", "text": text[last_end:m.start()]})
-
-        if m.group(1) is not None:
-            nodes.append({"type": "text", "text": m.group(1),
-                          "marks": [{"type": "strong"}]})
-        elif m.group(2) is not None:
-            nodes.append({"type": "text", "text": m.group(2),
-                          "marks": [{"type": "code"}]})
-        elif m.group(3) is not None:
-            nodes.append({"type": "text", "text": m.group(3),
-                          "marks": [{"type": "link", "attrs": {"href": m.group(4)}}]})
-        elif m.group(5) is not None:
-            nodes.append({"type": "text", "text": m.group(5),
-                          "marks": [{"type": "em"}]})
-
-        last_end = m.end()
-
-    if last_end < len(text):
-        remaining = text[last_end:]
-        if remaining:
-            nodes.append({"type": "text", "text": remaining})
-
-    return nodes if nodes else [{"type": "text", "text": text}]
-
-
-def _markdown_to_adf_nodes(text: str) -> list[dict]:
-    """Convert markdown text to a list of ADF block-level nodes."""
-    nodes: list[dict] = []
-    lines = text.split("\n")
-    i = 0
-
-    while i < len(lines):
-        line = lines[i]
-        stripped = line.strip()
-
-        # Blank line
-        if not stripped:
-            i += 1
-            continue
-
-        # Fenced code block
-        if stripped.startswith("```"):
-            lang = stripped[3:].strip()
-            code_lines: list[str] = []
-            i += 1
-            while i < len(lines) and not lines[i].strip().startswith("```"):
-                code_lines.append(lines[i])
-                i += 1
-            if i < len(lines):
-                i += 1
-            node: dict = {
-                "type": "codeBlock",
-                "content": [{"type": "text", "text": "\n".join(code_lines)}],
-            }
-            if lang:
-                node["attrs"] = {"language": lang}
-            nodes.append(node)
-            continue
-
-        # Heading
-        hm = re.match(r"^(#{1,6})\s+(.*)", line)
-        if hm:
-            nodes.append({
-                "type": "heading",
-                "attrs": {"level": len(hm.group(1))},
-                "content": _inline_markdown(hm.group(2).strip()),
-            })
-            i += 1
-            continue
-
-        # Horizontal rule
-        if re.match(r"^[-*_]{3,}\s*$", stripped):
-            nodes.append({"type": "rule"})
-            i += 1
-            continue
-
-        # Blockquote
-        if stripped.startswith(">"):
-            quote_lines: list[str] = []
-            while i < len(lines) and lines[i].strip().startswith(">"):
-                quote_lines.append(re.sub(r"^>\s?", "", lines[i]))
-                i += 1
-            inner = _markdown_to_adf_nodes("\n".join(quote_lines))
-            if not inner:
-                inner = [{"type": "paragraph",
-                          "content": [{"type": "text",
-                                       "text": "\n".join(quote_lines)}]}]
-            nodes.append({"type": "blockquote", "content": inner})
-            continue
-
-        # Bullet list
-        if re.match(r"^[\s]*[-*+]\s", line):
-            items: list[dict] = []
-            while i < len(lines) and re.match(r"^[\s]*[-*+]\s", lines[i]):
-                item_text = re.sub(r"^[\s]*[-*+]\s+", "", lines[i])
-                items.append({
-                    "type": "listItem",
-                    "content": [{"type": "paragraph",
-                                 "content": _inline_markdown(item_text)}],
-                })
-                i += 1
-            nodes.append({"type": "bulletList", "content": items})
-            continue
-
-        # Ordered list
-        if re.match(r"^[\s]*\d+[.)]\s", line):
-            items = []
-            while i < len(lines) and re.match(r"^[\s]*\d+[.)]\s", lines[i]):
-                item_text = re.sub(r"^[\s]*\d+[.)]\s+", "", lines[i])
-                items.append({
-                    "type": "listItem",
-                    "content": [{"type": "paragraph",
-                                 "content": _inline_markdown(item_text)}],
-                })
-                i += 1
-            nodes.append({"type": "orderedList", "content": items})
-            continue
-
-        # Regular paragraph
-        nodes.append({
-            "type": "paragraph",
-            "content": _inline_markdown(stripped),
-        })
-        i += 1
-
-    return nodes
-
-
-# ---------------------------------------------------------------------------
-# Helpers
-# ---------------------------------------------------------------------------
-
-def _map_issue_type(gh_type_name: str, labels: list[str]) -> str:
-    """Map a GitHub issue type / labels to a Jira issue type name."""
-    if gh_type_name:
-        low = gh_type_name.lower()
-        if low == "bug":
-            return "Bug"
-        if low in ("enhancement", "feature"):
-            return "Enhancement"
-        if low == "epic":
-            return "Epic"
-    label_set = {l.lower() for l in labels}
-    if "bug" in label_set:
-        return "Bug"
-    if "enhancement" in label_set:
-        return "Enhancement"
-    return "Task"
-
-
-def _find_jira_account_id(display_name: str) -> str | None:
-    """Best-effort lookup of a Jira accountId by display name."""
-    if not display_name:
-        return None
-    url = f"{JIRA_BASE_URL}/rest/api/3/user/search?query={quote(display_name)}&maxResults=50"
-    result = _jira_get(url, JIRA_AUTH)
-    if result and isinstance(result, list):
-        for user in result:
-            if user.get("displayName", "").lower() == display_name.lower():
-                return user["accountId"]
-    return None
-
-
-def _build_description_adf(body_text: str, gh_url: str) -> dict:
-    """Build an ADF document from the GH issue markdown body + a footer link."""
-    content_nodes = _markdown_to_adf_nodes(body_text) if body_text else []
-
-    # Divider before footer
-    content_nodes.append({"type": "rule"})
-
-    # Footer with clickable link to original GitHub issue
-    content_nodes.append({
-        "type": "paragraph",
-        "content": [
-            {"type": "text", "text": "Original GitHub issue: "},
-            {
-                "type": "text",
-                "text": gh_url,
-                "marks": [{"type": "link", "attrs": {"href": gh_url}}],
-            },
-        ],
-    })
-
-    return {"version": 1, "type": "doc", "content": content_nodes}
-
-
-# ---------------------------------------------------------------------------
-# Core logic
-# ---------------------------------------------------------------------------
-
-def create_jira_issue() -> str | None:
-    """Create a Jira issue and return its key, or None on failure."""
-    labels = [l.strip() for l in ISSUE_LABELS.split(",") if l.strip()]
-    issue_type = _map_issue_type(ISSUE_TYPE, labels)
-
-    # Determine priority from labels
-    priority = None
-    priority_labels = {"P0", "P1", "P2", "P3", "P4"}
-    for label in labels:
-        if label in priority_labels:
-            priority = label
-            break
-
-    description_adf = _build_description_adf(ISSUE_BODY, ISSUE_HTML_URL)
-
-    payload: dict = {
-        "fields": {
-            "project": {"key": JIRA_PROJECT_KEY},
-            "summary": ISSUE_TITLE,
-            "description": description_adf,
-            "issuetype": {"name": issue_type},
-            "labels": labels if labels else [],
-        }
-    }
-
-    if ISSUE_MILESTONE:
-        payload["fields"]["fixVersions"] = [{"name": ISSUE_MILESTONE}]
-
-    if priority:
-        payload["fields"]["priority"] = {"name": priority}
-
-    # Reporter
-    reporter_id = _find_jira_account_id(GH_REPORTER_NAME)
-    if reporter_id:
-        payload["fields"]["reporter"] = {"accountId": reporter_id}
-
-    print(f"Creating Jira issue in project {JIRA_PROJECT_KEY}")
-    print(f"  type     = {issue_type}")
-    print(f"  summary  = {ISSUE_TITLE!r}")
-    print(f"  labels   = {labels}")
-    print(f"  priority = {priority}")
-    print(f"  reporter = {GH_REPORTER_NAME!r} -> {reporter_id}")
-
-    url = f"{JIRA_BASE_URL}/rest/api/3/issue"
-    status, body = _jira_post(url, payload, JIRA_AUTH)
-
-    if status not in (200, 201):
-        print(f"ERROR: Jira issue creation failed (HTTP {status})")
-        print(body)
-        return None
-
-    jira_key = json.loads(body)["key"]
-    print(f"Created Jira issue: {jira_key}")
-
-    # Assign (separate call)
-    assignee_id = _find_jira_account_id(GH_ASSIGNEE_NAME)
-    if assignee_id:
-        print(f"  assignee = {GH_ASSIGNEE_NAME!r} -> {assignee_id}")
-        assign_url = f"{JIRA_BASE_URL}/rest/api/3/issue/{jira_key}/assignee"
-        a_status, a_body = _jira_put(assign_url, {"accountId": assignee_id}, JIRA_AUTH)
-        if a_status not in (200, 204):
-            print(f"WARNING: Could not assign {jira_key} (HTTP {a_status}): {a_body}")
-
-    return jira_key
-
-
-def append_jira_link_to_gh_issue(jira_key: str) -> None:
-    """Append a Jira link footer to the GitHub issue body."""
-    jira_url = f"{JIRA_BASE_URL}/browse/{jira_key}"
-    footer = f"\n\n---\nJira issue: [{jira_key}]({jira_url})"
-
-    current_body = ISSUE_BODY or ""
-    new_body = current_body + footer
-
-    owner, repo = OWNER_REPO.split("/", 1)
-    url = f"https://api.github.com/repos/{owner}/{repo}/issues/{ISSUE_NUMBER}"
-
-    status, body = _gh_api("PATCH", url, GITHUB_TOKEN, {"body": new_body})
-
-    if status == 200:
-        print(f"Updated GitHub issue #{ISSUE_NUMBER} with Jira link to {jira_key}")
-    else:
-        print(f"WARNING: Failed to update GitHub issue #{ISSUE_NUMBER} (HTTP {status})")
-        print(body)
-
-
-# ---------------------------------------------------------------------------
-# Main
-# ---------------------------------------------------------------------------
-
-def main():
-    print("=" * 60)
-    print(" create_jira_issue_from_gh_issue")
-    print("=" * 60)
-
-    if not JIRA_AUTH:
-        print("ERROR: JIRA_AUTH env var is not set.")
-        sys.exit(1)
-    if not JIRA_PROJECT_KEY:
-        print("ERROR: JIRA_PROJECT_KEY env var is not set.")
-        sys.exit(1)
-    if not ISSUE_TITLE:
-        print("ERROR: ISSUE_TITLE env var is not set.")
-        sys.exit(1)
-    if not GITHUB_TOKEN:
-        print("ERROR: GITHUB_TOKEN env var is not set.")
-        sys.exit(1)
-
-    jira_key = create_jira_issue()
-    if not jira_key:
-        print("ERROR: Failed to create Jira issue. Exiting.")
-        sys.exit(1)
-
-    append_jira_link_to_gh_issue(jira_key)
-
-    print("=" * 60)
-    print(f" Done. GitHub #{ISSUE_NUMBER} -> {jira_key}")
-    print("=" * 60)
-
-
-if __name__ == "__main__":
-    main()
\ No newline at end of file

From 3428d7e92a61bba8eaaf142a7a2e7929d95de162 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:50:08 +0000
Subject: [PATCH 12/15] Finalize PR file scope to two Python modules

---
 .../__pycache__/jira_sync_logic.cpython-312.pyc | Bin 0 -> 32948 bytes
 .../jira_sync_modules.cpython-312.pyc           | Bin 0 -> 55607 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/scripts/__pycache__/jira_sync_logic.cpython-312.pyc b/scripts/__pycache__/jira_sync_logic.cpython-312.pyc
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diff --git a/scripts/__pycache__/jira_sync_modules.cpython-312.pyc b/scripts/__pycache__/jira_sync_modules.cpython-312.pyc
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HcmV?d00001


From e98b3980234937f0190feaa8ba9081780bc966b7 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:54:00 +0000
Subject: [PATCH 13/15] Restore base branch files to narrow PR scope

---
 .github/workflows/add_comment_to_jira.yml     | 134 ++++++
 .github/workflows/add_label_to_jira_issue.yml | 223 ++++++++++
 .github/workflows/apply_labels_to_pr.yml      | 228 +++++++++++
 .../workflows/extract_jira_issue_details.yml  | 152 +++++++
 .github/workflows/extract_jira_keys.yml       | 153 +++++++
 .../workflows/fill_jira_with_github_data.yml  | 150 +++++++
 .github/workflows/jira_transition.yml         | 250 +++++++++++
 .../main_create_jira_issue_from_gh_issue.yml  |  47 +++
 .../workflows/main_jira_sync_add_label.yml    |  32 ++
 .../workflows/main_jira_sync_in_review.yml    |  32 ++
 .../workflows/main_jira_sync_pr_closed.yml    |  32 ++
 .../main_jira_sync_pr_milestone_removed.yml   | 140 +++++++
 .../main_jira_sync_pr_milestone_set.yml       | 159 +++++++
 .../workflows/main_jira_sync_pr_opened.yml    |  31 ++
 .../workflows/main_jira_sync_remove_label.yml |  32 ++
 .../workflows/main_pr_events_jira_sync.yml    |  44 ++
 .../main_sync_milestone_to_jira_release.yml   | 346 ++++++++++++++++
 ...main_update_jira_status_to_in_progress.yml |  63 ---
 .../main_update_jira_status_to_in_review.yml  |  62 ---
 ..._update_jira_status_to_ready_for_merge.yml |  71 ----
 .../remove_label_from_jira_issue.yml          | 171 ++++++++
 .../jira_sync_logic.cpython-312.pyc           | Bin 32948 -> 0 bytes
 .../jira_sync_modules.cpython-312.pyc         | Bin 55607 -> 0 bytes
 scripts/create_jira_issue_from_gh_issue.py    | 387 ++++++++++++++++++
 24 files changed, 2743 insertions(+), 196 deletions(-)
 create mode 100644 .github/workflows/add_comment_to_jira.yml
 create mode 100644 .github/workflows/add_label_to_jira_issue.yml
 create mode 100644 .github/workflows/apply_labels_to_pr.yml
 create mode 100644 .github/workflows/extract_jira_issue_details.yml
 create mode 100644 .github/workflows/extract_jira_keys.yml
 create mode 100644 .github/workflows/fill_jira_with_github_data.yml
 create mode 100644 .github/workflows/jira_transition.yml
 create mode 100644 .github/workflows/main_create_jira_issue_from_gh_issue.yml
 create mode 100644 .github/workflows/main_jira_sync_add_label.yml
 create mode 100644 .github/workflows/main_jira_sync_in_review.yml
 create mode 100644 .github/workflows/main_jira_sync_pr_closed.yml
 create mode 100644 .github/workflows/main_jira_sync_pr_milestone_removed.yml
 create mode 100644 .github/workflows/main_jira_sync_pr_milestone_set.yml
 create mode 100644 .github/workflows/main_jira_sync_pr_opened.yml
 create mode 100644 .github/workflows/main_jira_sync_remove_label.yml
 create mode 100644 .github/workflows/main_pr_events_jira_sync.yml
 create mode 100644 .github/workflows/main_sync_milestone_to_jira_release.yml
 delete mode 100644 .github/workflows/main_update_jira_status_to_in_progress.yml
 delete mode 100644 .github/workflows/main_update_jira_status_to_in_review.yml
 delete mode 100644 .github/workflows/main_update_jira_status_to_ready_for_merge.yml
 create mode 100644 .github/workflows/remove_label_from_jira_issue.yml
 delete mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc
 create mode 100644 scripts/create_jira_issue_from_gh_issue.py

diff --git a/.github/workflows/add_comment_to_jira.yml b/.github/workflows/add_comment_to_jira.yml
new file mode 100644
index 0000000..3cdcd4e
--- /dev/null
+++ b/.github/workflows/add_comment_to_jira.yml
@@ -0,0 +1,134 @@
+name: Add Comment to Jira Issue
+
+on:
+  workflow_call:
+    inputs:
+      jira_key:
+        description: "The Jira issue key (e.g. STAG-17)"
+        required: true
+        type: string
+      comment:
+        description: "The comment text to add to the issue (prefix text before the link)"
+        required: true
+        type: string
+      link_text:
+        description: "Optional: Text to display as a clickable link"
+        required: false
+        type: string
+        default: ""
+      link_url:
+        description: "Optional: URL for the clickable link"
+        required: false
+        type: string
+        default: ""
+    secrets:
+      jira_auth:
+        description: 'Plain "email:api_token" for Jira Cloud Basic auth'
+        required: true
+
+jobs:
+  add_comment:
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_KEY: ${{ inputs.jira_key }}
+      COMMENT_TEXT: ${{ inputs.comment }}
+      LINK_TEXT: ${{ inputs.link_text }}
+      LINK_URL: ${{ inputs.link_url }}
+      JIRA_AUTH: ${{ secrets.jira_auth }}
+
+    steps:
+      - name: Post comment to Jira issue
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "$JIRA_KEY" ]; then
+            echo "JIRA_KEY is empty; nothing to do."
+            exit 0
+          fi
+
+          if [ -z "$COMMENT_TEXT" ]; then
+            echo "COMMENT_TEXT is empty; nothing to do."
+            exit 0
+          fi
+
+          echo "Adding comment to Jira issue: $JIRA_KEY"
+          echo "Comment: $COMMENT_TEXT"
+          echo "Link text: $LINK_TEXT"
+          echo "Link URL: $LINK_URL"
+
+          # Build ADF payload - with or without clickable link
+          if [ -n "$LINK_TEXT" ] && [ -n "$LINK_URL" ]; then
+            # Build ADF with clickable link
+            PAYLOAD=$(jq -n \
+              --arg prefix "$COMMENT_TEXT" \
+              --arg linkText "$LINK_TEXT" \
+              --arg linkUrl "$LINK_URL" \
+              '
+              {
+                body: {
+                  type: "doc",
+                  version: 1,
+                  content: [
+                    {
+                      type: "paragraph",
+                      content: [
+                        { "type": "text", "text": $prefix },
+                        {
+                          "type": "text",
+                          "text": $linkText,
+                          "marks": [
+                            { "type": "link", "attrs": { "href": $linkUrl } }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              }
+              ')
+          else
+            # Build simple ADF with plain text
+            PAYLOAD=$(jq -n \
+              --arg text "$COMMENT_TEXT" \
+              '
+              {
+                body: {
+                  type: "doc",
+                  version: 1,
+                  content: [
+                    {
+                      type: "paragraph",
+                      content: [
+                        { "type": "text", "text": $text }
+                      ]
+                    }
+                  ]
+                }
+              }
+              ')
+          fi
+
+          echo "Payload to Jira:"
+          echo "$PAYLOAD"
+
+          ISSUE_URL="${JIRA_BASE_URL}/rest/api/3/issue/${JIRA_KEY}/comment"
+
+          HTTP_CODE=$(curl -sS -w "%{http_code}" -o response.json \
+            --user "$JIRA_AUTH" \
+            -H "Accept: application/json" \
+            -H "Content-Type: application/json" \
+            -X POST "$ISSUE_URL" \
+            --data "$PAYLOAD" || echo "000")
+
+          echo "Jira HTTP status: $HTTP_CODE"
+          echo "Jira response body:"
+          cat response.json || true
+
+          if [ "$HTTP_CODE" -ge 200 ] && [ "$HTTP_CODE" -lt 300 ]; then
+            echo "Comment added to $JIRA_KEY"
+          else
+            echo "Failed to add comment to $JIRA_KEY (HTTP $HTTP_CODE)"
+            exit 1
+          fi
diff --git a/.github/workflows/add_label_to_jira_issue.yml b/.github/workflows/add_label_to_jira_issue.yml
new file mode 100644
index 0000000..0de335e
--- /dev/null
+++ b/.github/workflows/add_label_to_jira_issue.yml
@@ -0,0 +1,223 @@
+name: Add Label to Jira Issues (from jira_keys_json)
+
+on:
+  workflow_call:
+    inputs:
+      jira_keys_json:
+        description: 'JSON array of Jira keys, e.g. ["STAG-1","STAG-2"] or ["__NO_KEYS_FOUND__"]'
+        type: string
+        required: true
+      label:
+        description: "Label to add to each Jira issue, or P0..P4 to set priority, or area/* to add Scylla component"
+        type: string
+        required: true
+    secrets:
+      jira_auth:
+        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
+        required: true
+
+jobs:
+  add_labels_to_jira:
+    runs-on: ubuntu-slim
+    env:
+      BASE_URL: https://scylladb.atlassian.net
+      SCYLLA_COMPONENTS_FIELD: customfield_10321
+
+    steps:
+      - name: Extract Jira keys from jira_keys_json
+        id: extract
+        shell: bash
+        env:
+          JIRA_KEYS_JSON: ${{ inputs.jira_keys_json }}
+        run: |
+          set -euo pipefail
+          python3 - <<'PY'
+          import json, sys, os
+
+          raw = os.environ.get("JIRA_KEYS_JSON", "").strip()
+          print(f"Incoming jira_keys_json: {raw}")
+
+          # Handle empty / sentinel cases
+          if (not raw or
+              raw == "[]" or
+              raw == '[""]' or
+              raw == '["__NO_KEYS_FOUND__"]'):
+              print("No usable Jira keys in jira_keys_json; nothing to update.")
+              open("keys.txt", "w", encoding="utf-8").close()
+              sys.exit(0)
+
+          try:
+              data = json.loads(raw)
+          except json.JSONDecodeError as e:
+              print(f"ERROR: jira_keys_json is not valid JSON: {e}", file=sys.stderr)
+              sys.exit(1)
+
+          if not isinstance(data, list):
+              print(f"ERROR: jira_keys_json must be a JSON array; got: {type(data)}", file=sys.stderr)
+              sys.exit(1)
+
+          keys = []
+          for item in data:
+              if not isinstance(item, str):
+                  continue
+              k = item.strip()
+              if k and k != "__NO_KEYS_FOUND__":
+                  keys.append(k)
+
+          # Deduplicate, preserve order
+          seen = set()
+          uniq = []
+          for k in keys:
+              if k not in seen:
+                  seen.add(k)
+                  uniq.append(k)
+
+          with open("keys.txt","w",encoding="utf-8") as out:
+              for k in uniq:
+                  out.write(k + "\n")
+
+          print(f"Found {len(uniq)} issues.")
+          PY
+
+          echo "First 10 keys:"
+          head -n 10 keys.txt || true
+
+      - name: Prepare payload(s) and mode (priority / label / scylla component)
+        id: prep
+        shell: bash
+        env:
+          TARGET_IN:    ${{ inputs.label }}
+          SCYLLA_FIELD: ${{ env.SCYLLA_COMPONENTS_FIELD }}
+        run: |
+          set -euo pipefail
+
+          TARGET_UP=$(echo "${TARGET_IN}" | tr '[:lower:]' '[:upper:]')
+
+          MODE=""
+          PRIORITY_NAME=""
+          echo "Incoming label: '${TARGET_IN}'"
+
+          # 1) P0..P4 → priority field
+          case "$TARGET_UP" in
+            P0|P1|P2|P3|P4)
+              MODE="priority"
+              PRIORITY_NAME="$TARGET_UP"
+              ;;
+            *)
+              # 2) area/* → scylla_components
+              if [[ "$TARGET_IN" == area/* ]]; then
+                MODE="scylla_component"
+                RAW="${TARGET_IN#area/}"
+                # Replace underscores with spaces across the entire remainder
+                COMPONENT_VALUE="${RAW//_/ }"
+
+                echo "Derived Scylla component value: '${COMPONENT_VALUE}' from label '${TARGET_IN}'"
+
+                # JSON-escape the component value
+                ESCAPED=$(jq -Rn --arg v "$COMPONENT_VALUE" '$v')
+                # Build payload: update customfield_10321 with add { value: "<component>" }
+                printf '{"update":{"%s":[{"add":{"value":%s}}]}}\n' "$SCYLLA_FIELD" "$ESCAPED" > payload_scylla.json
+                echo "Scylla components payload ready."
+              else
+                # 3) Fallback: normal Jira label
+                MODE="label"
+              fi
+              ;;
+          esac
+
+          echo "mode=${MODE}" >> "$GITHUB_OUTPUT"
+          echo "priority_name=${PRIORITY_NAME}" >> "$GITHUB_OUTPUT"
+
+          # Build the label payload with jq (used when MODE=label)
+          if [ "$MODE" = "label" ]; then
+            jq -n --arg label "$TARGET_IN" \
+              '{update:{labels:[{add:$label}]}}' > payload_label.json
+            echo "Label payload ready."
+          fi
+
+          # Build the priority payload with jq (used when MODE=priority)
+          if [ "$MODE" = "priority" ]; then
+            jq -n --arg prio "$PRIORITY_NAME" \
+              '{fields:{priority:{name:$prio}}}' > payload_priority.json
+            echo "Priority payload ready."
+          fi
+
+      - name: Apply to each issue (Basic auth)
+        id: apply
+        shell: bash
+        env:
+          JIRA_AUTH:     ${{ secrets.jira_auth }}
+          BASE_URL:      ${{ env.BASE_URL }}
+          MODE:          ${{ steps.prep.outputs.mode }}
+          PRIORITY_NAME: ${{ steps.prep.outputs.priority_name }}
+          TARGET_LABEL:  ${{ inputs.label }}
+        run: |
+          set -euo pipefail
+
+          if [ ! -s keys.txt ]; then
+            echo "No issue keys found; nothing to apply."
+            exit 0
+          fi
+
+          echo "Operation mode: ${MODE}"
+          if [ "$MODE" = "priority" ]; then
+            echo "Will set priority to: ${PRIORITY_NAME}"
+            PAYLOAD_FILE="payload_priority.json"
+            ACTION_DESC="Set priority"
+          elif [ "$MODE" = "scylla_component" ]; then
+            echo "Will add Scylla component derived from label: ${TARGET_LABEL}"
+            PAYLOAD_FILE="payload_scylla.json"
+            ACTION_DESC="Add Scylla component"
+          else
+            echo "Will add label: ${TARGET_LABEL}"
+            PAYLOAD_FILE="payload_label.json"
+            ACTION_DESC="Add label"
+          fi
+
+          ok=0
+          skipped=0
+          failed=0
+
+          while IFS= read -r key; do
+            [ -n "${key:-}" ] || continue
+            ISSUE_URL="${BASE_URL}/rest/api/3/issue/${key}"
+
+            echo "${ACTION_DESC} on ${key} ..."
+
+            code=$(curl -sS -o resp.json -w "%{http_code}" \
+              -X PUT "${ISSUE_URL}" \
+              --user "$JIRA_AUTH" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data @"${PAYLOAD_FILE}")
+
+            if [ "$code" = "204" ] || [ "$code" = "200" ]; then
+              echo "OK ${key} (${code})"
+              ok=$((ok+1))
+
+            elif [ "$code" = "400" ] && [ "$MODE" = "label" ]; then
+              # Often returned if label already present; treat as skip for labels
+              echo "SKIP ${key} (${code}) likely already has the label. First 200 chars:"
+              head -c 200 resp.json || true; echo
+              skipped=$((skipped+1))
+
+            elif [ "$code" = "400" ] && [ "$MODE" = "scylla_component" ]; then
+              # Option value not valid for scylla_components – log and skip
+              echo "SKIP ${key} (${code}) invalid Scylla component option. First 200 chars:"
+              head -c 200 resp.json || true; echo
+              skipped=$((skipped+1))
+
+            else
+              echo "FAIL ${key} (${code}) First 400 chars:"
+              head -c 400 resp.json || true; echo
+              failed=$((failed+1))
+            fi
+
+            # Gentle pacing
+            sleep 0.2
+          done < keys.txt
+
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
diff --git a/.github/workflows/apply_labels_to_pr.yml b/.github/workflows/apply_labels_to_pr.yml
new file mode 100644
index 0000000..51f8758
--- /dev/null
+++ b/.github/workflows/apply_labels_to_pr.yml
@@ -0,0 +1,228 @@
+name: Apply Labels to PR
+
+on:
+  workflow_call:
+    inputs:
+      pr_number:
+        description: "Pull Request number to label"
+        type: number
+        required: true
+      labels_csv:
+        description: "Comma-separated labels string (e.g. 'bug, needs-triage, backend')"
+        type: string
+        required: true
+      details_csv:
+        description: "Full CSV from Jira details (header + rows). Must include 'priority' and 'scylla_components' columns."
+        type: string
+        required: true
+
+permissions:
+  contents: read
+  pull-requests: write
+  issues: write
+
+jobs:
+  apply_labels_to_pr:
+    runs-on: ubuntu-slim
+    steps:
+      - name: Prepare labels list (trim, dedupe, ignore empties, compute P* & area/* from Jira)
+        id: prepare
+        env:
+          LABELS_CSV:         ${{ inputs.labels_csv }}
+          DETAILS_CSV:        ${{ inputs.details_csv }}
+          NEW_PRIORITY_LABEL: ${{ github.event.label.name }}
+        run: |
+          set -euo pipefail
+          python3 - <<'PY'
+          import os, io, csv, re
+
+          pr_number   = os.environ.get("PR_NUMBER", "")
+          labels_csv  = os.environ.get("LABELS_CSV", "")
+          details_csv = os.environ.get("DETAILS_CSV", "")
+          new_p_label = (os.environ.get("NEW_PRIORITY_LABEL") or "").strip()
+
+          print("======================================================")
+          print(" Apply Labels to PR — Input Parameters")
+          print("======================================================")
+          print(f"PR Number:       {pr_number}")
+          print(f"labels_csv:      {labels_csv}")
+          print(f"NEW_PRIORITY_LABEL (from event): {new_p_label or '<none>'}")
+          print("details_csv (first 5 lines):")
+          print("------------------------------------------------------")
+          for i, line in enumerate(details_csv.splitlines()):
+              print(line)
+              if i >= 4:
+                  break
+          print("------------------------------------------------------\n")
+
+          # 1) Parse labels_csv into a deduped list
+          raw_labels = [s.strip() for s in labels_csv.split(",")]
+          seen = set()
+          labels = []
+          for s in raw_labels:
+              if s and s not in seen:
+                  seen.add(s)
+                  labels.append(s)
+
+          # 2) Remove any existing P0..P4 from this base list
+          priority_labels = {"P0", "P1", "P2", "P3", "P4"}
+          labels = [l for l in labels if l not in priority_labels]
+
+          # 3) Prepare to compute Jira-based priority and area/* labels
+          priority_rank_map = {
+              "p0": 0, "highest": 0, "blocker": 0,
+              "p1": 1, "critical": 1, "high": 1,
+              "p2": 2, "medium": 2, "major": 2,
+              "p3": 3, "low": 3, "minor": 3,
+              "p4": 4, "lowest": 4, "trivial": 4,
+          }
+
+          best_rank = None
+          area_labels = []
+          area_seen = set()
+
+          details_csv = details_csv.strip()
+          if details_csv:
+              reader = csv.DictReader(io.StringIO(details_csv))
+              for row in reader:
+                  # ----- priority → P* from Jira -----
+                  prio = (row.get("priority") or "").strip()
+                  if prio:
+                      key = prio.lower()
+                      rank = priority_rank_map.get(key)
+                      if rank is not None:
+                          if best_rank is None or rank < best_rank:
+                              best_rank = rank
+
+                  # ----- scylla_components → area/* labels -----
+                  comp_raw = (row.get("scylla_components") or "").strip()
+                  if comp_raw:
+                      for part in comp_raw.split(";"):
+                          comp = part.strip()
+                          if not comp:
+                              continue
+                          safe = re.sub(r"\s+", "_", comp)
+                          label = f"area/{safe}"
+                          if label not in area_seen:
+                              area_seen.add(label)
+                              area_labels.append(label)
+
+          # 4) Decide which P* to use
+          priority_label = None
+          if best_rank is not None:
+              priority_label = f"P{best_rank}"
+
+          # If the event added a P* label, override Jira priority with it
+          if new_p_label and re.match(r"(?i)^P[0-4]$", new_p_label):
+              print(f"Overriding Jira priority with PR-added label: {new_p_label}")
+              priority_label = new_p_label.upper()
+
+          if priority_label:
+              print(f"Effective priority label: {priority_label}")
+              if priority_label not in labels:
+                  labels.insert(0, priority_label)
+          else:
+              print("No effective P* priority (from Jira or event); not adding P* label.")
+
+          # 5) Append area/* labels (dedup vs other labels)
+          for area in area_labels:
+              if area not in labels:
+                  labels.append(area)
+
+          print("Final labels to apply:", labels)
+
+          with open("labels.txt", "w", encoding="utf-8") as f:
+              for l in labels:
+                  f.write(l + "\n")
+          PY
+
+
+      - name: Skip if no labels
+        run: |
+          if [ ! -s labels.txt ]; then
+            echo "No labels to apply. Skipping."
+            exit 0
+          fi
+
+      - name: Remove existing P0–P4 labels from PR
+        env:
+          GH_TOKEN:   ${{ github.token }}
+          OWNER_REPO: ${{ github.repository }}
+          PR_NUMBER:  "${{ inputs.pr_number }}"
+        run: |
+          set -euo pipefail
+
+          ISSUE_API_BASE="https://api.github.com/repos/${OWNER_REPO}/issues/${PR_NUMBER}"
+
+          echo "Fetching existing labels for PR #${PR_NUMBER}..."
+          curl -sS \
+            -H "Authorization: Bearer ${GH_TOKEN}" \
+            -H "Accept: application/vnd.github+json" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            "${ISSUE_API_BASE}/labels" > /tmp/existing_labels.json
+
+          jq -r '.[].name' /tmp/existing_labels.json > existing_labels.txt || true
+
+          # Priority labels we *want* after normalization (from labels.txt)
+          grep -E '^P[0-4]$' labels.txt > desired_p_labels.txt || true
+
+          echo "Desired priority labels:"
+          cat desired_p_labels.txt || true
+          echo "Existing labels on PR:"
+          cat existing_labels.txt || true
+
+          # If we didn't compute any desired P* label, don't touch existing priorities
+          if [ ! -s desired_p_labels.txt ]; then
+            echo "No desired P* labels computed; keeping existing P* labels unchanged."
+            exit 0
+          fi
+
+          for p in P0 P1 P2 P3 P4; do
+            if grep -qix "$p" existing_labels.txt 2>/dev/null; then
+              if grep -qix "$p" desired_p_labels.txt 2>/dev/null; then
+                echo "Keeping existing priority label: $p (also desired)"
+              else
+                echo "Removing existing priority label not desired anymore: $p"
+                code=$(curl -sS -o /tmp/del_resp.json -w "%{http_code}" \
+                  -X DELETE "${ISSUE_API_BASE}/labels/${p}" \
+                  -H "Authorization: Bearer ${GH_TOKEN}" \
+                  -H "Accept: application/vnd.github+json" \
+                  -H "X-GitHub-Api-Version: 2022-11-28" || true)
+                echo "Delete $p → HTTP ${code}"
+              fi
+            fi
+          done
+
+
+      - name: Add labels (after priority & area/* normalization)
+        env:
+          GH_TOKEN:   ${{ github.token }}
+          OWNER_REPO: ${{ github.repository }}
+          PR_NUMBER:  "${{ inputs.pr_number }}"
+        run: |
+          set -euo pipefail
+          ISSUE_API="https://api.github.com/repos/${OWNER_REPO}/issues/${PR_NUMBER}/labels"
+
+          while IFS= read -r LABEL || [ -n "$LABEL" ]; do
+            LBL="$(echo "$LABEL" | awk '{$1=$1};1')"
+            [ -z "$LBL" ] && continue
+
+            echo "----------------------------------------"
+            echo "Applying label: '${LBL}'"
+
+            code=$(curl -sS -o /tmp/add_resp.json -w "%{http_code}" \
+              -X POST "${ISSUE_API}" \
+              -H "Authorization: Bearer ${GH_TOKEN}" \
+              -H "Accept: application/vnd.github+json" \
+              -H "Content-Type: application/json; charset=utf-8" \
+              -H "X-GitHub-Api-Version: 2022-11-28" \
+              --data "{\"labels\": [\"${LBL}\"]}" || true)
+
+            if [ "${code}" = "200" ] || [ "${code}" = "201" ]; then
+              echo "Result: success (HTTP ${code})."
+            else
+              echo "Result: failed (HTTP ${code}). Body (first 200 chars):"
+              head -c 200 /tmp/add_resp.json || true
+              echo
+            fi
+          done < labels.txt
diff --git a/.github/workflows/extract_jira_issue_details.yml b/.github/workflows/extract_jira_issue_details.yml
new file mode 100644
index 0000000..3de650c
--- /dev/null
+++ b/.github/workflows/extract_jira_issue_details.yml
@@ -0,0 +1,152 @@
+name: Extract Jira Issue Details (CSV - per issue)
+
+on:
+  workflow_call:
+    inputs:
+      jira_keys_json:
+        description: 'JSON array of Jira keys, e.g. ["PROJ-1","PROJ-2"]'
+        required: true
+        type: string
+    secrets:
+      jira_auth:
+        description: 'Authorization credential: "email:api_token" for Basic, or "Bearer <token>"'
+        required: true
+    outputs:
+      csv:
+        description: 'Full CSV content (header + rows)'
+        value: ${{ jobs.build_csv_with_jira_data.outputs.csv }}
+      csv_path:
+        description: 'Path to CSV artifact (downloaded filename)'
+        value: ${{ jobs.build_csv_with_jira_data.outputs.csv_path }}
+      labels_csv:
+        description: 'Deduped CSV of all labels across issues (no header)'
+        value: ${{ jobs.build_csv_with_jira_data.outputs.labels_csv }}
+
+jobs:
+  build_csv_with_jira_data:
+    runs-on: ubuntu-slim
+    outputs:
+      csv:        ${{ steps.makecsv.outputs.csv }}
+      csv_path:   ${{ steps.artifacts-out.outputs.csv_path }}
+      labels_csv: ${{ steps.fetch.outputs.labels_csv }}
+
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      SCYLLA_COMPONENTS_FIELD: customfield_10321
+      START_DATE_FIELD: customfield_10015
+      DUE_DATE_FIELD: duedate
+      DELIM: ";"
+
+    steps:
+      - name: Validate input keys
+        id: validate
+        shell: bash
+        run: |
+          keys='${{ inputs.jira_keys_json }}'
+          if [ -z "$keys" ] || [ "$keys" = "[]" ] || [ "$keys" = '[""]' ] || [[ "$keys" == '["__NO_KEYS_FOUND__"]' ]]; then
+            echo "empty_keys=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "empty_keys=false" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Short-circuit on no keys
+        if: ${{ steps.validate.outputs.empty_keys == 'true' }}
+        id: makecsv-empty
+        shell: bash
+        run: |
+          echo "csv=" >> "$GITHUB_OUTPUT"
+          echo "labels_csv=" >> "$GITHUB_OUTPUT"
+          printf "key,status,labels,assignee,priority,fixVersions,scylla_components,startDate,dueDate\n" > jira-details.csv
+          echo "csv_path=jira-details.csv" >> "$GITHUB_OUTPUT"
+
+          echo "---------------------------------------------------"
+          echo "Generated CSV (empty-keys short-circuit):"
+          echo "---------------------------------------------------"
+          cat jira-details.csv
+          echo "---------------------------------------------------"
+
+      - name: Fetch issues one by one
+        if: ${{ steps.validate.outputs.empty_keys != 'true' }}
+        id: fetch
+        shell: bash
+        env:
+          BASE: ${{ env.JIRA_BASE_URL }}
+          FIELD_ID: ${{ env.SCYLLA_COMPONENTS_FIELD }}
+          START_DATE_FIELD: ${{ env.START_DATE_FIELD }}
+          DUE_DATE_FIELD: ${{ env.DUE_DATE_FIELD }}
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+          KEYS_JSON: ${{ inputs.jira_keys_json }}
+          DELIM: ${{ env.DELIM }}
+        run: |
+          set -euo pipefail
+          printf "key,status,labels,assignee,priority,fixVersions,scylla_components,startDate,dueDate\n" > jira-details.csv
+
+          keys=$(echo "$KEYS_JSON" | jq -r '.[]')
+          all_labels=()
+
+          for key in $keys; do
+            echo "Fetching Jira issue: $key"
+
+            resp=$(curl -sS --fail \
+              --user "$JIRA_AUTH" \
+              -H "Accept: application/json" \
+              "$BASE/rest/api/3/issue/$key?fields=status,labels,assignee,priority,fixVersions,${FIELD_ID},${START_DATE_FIELD},${DUE_DATE_FIELD}")
+
+            status=$(echo "$resp" | jq -r '.fields.status.name // ""')
+            assignee=$(echo "$resp" | jq -r '.fields.assignee.displayName // ""')
+            priority=$(echo "$resp" | jq -r '.fields.priority.name // ""')
+            labels=$(echo "$resp" | jq -r --arg d "$DELIM" '(.fields.labels // []) | join($d)')
+            fixVersions=$(echo "$resp" | jq -r --arg d "$DELIM" '(.fields.fixVersions // []) | map(.name // "") | join($d)')
+            components=$(echo "$resp" | jq -r --arg d "$DELIM" --arg f "$FIELD_ID" '
+              (.fields[$f] // [])
+              | if type=="array" then (map(.value // "") | join($d)) else (tostring) end
+            ')
+            startDate=$(echo "$resp" | jq -r --arg f "$START_DATE_FIELD" '.fields[$f] // ""')
+            dueDate=$(echo "$resp" | jq -r --arg f "$DUE_DATE_FIELD" '.fields[$f] // ""')
+
+            # Append line to CSV
+            echo "\"$key\",\"$status\",\"$labels\",\"$assignee\",\"$priority\",\"$fixVersions\",\"$components\",\"$startDate\",\"$dueDate\"" >> jira-details.csv
+
+            # Collect labels for aggregation
+            mapfile -t lbls < <(echo "$resp" | jq -r '.fields.labels[]?')
+            all_labels+=("${lbls[@]}")
+          done
+
+          # Deduplicate and join all labels
+          if [ ${#all_labels[@]} -gt 0 ]; then
+            deduped=$(printf "%s\n" "${all_labels[@]}" | sort -u | paste -sd, -)
+          else
+            deduped=""
+          fi
+          echo "labels_csv=$deduped" >> "$GITHUB_OUTPUT"
+
+          echo "---------------------------------------------------"
+          echo "Generated CSV (after fetching issues):"
+          echo "Showing first 20 lines:"
+          echo "---------------------------------------------------"
+          head -n 20 jira-details.csv
+          echo "---------------------------------------------------"
+
+
+      - name: Collect CSV content
+        if: ${{ steps.validate.outputs.empty_keys != 'true' }}
+        id: makecsv
+        shell: bash
+        run: |
+          csv_content=$(cat jira-details.csv)
+          echo "csv<<EOF" >> "$GITHUB_OUTPUT"
+          echo "$csv_content" >> "$GITHUB_OUTPUT"
+          echo "EOF" >> "$GITHUB_OUTPUT"
+
+      - name: Upload CSV artifact
+        id: artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: jira-details-csv
+          path: jira-details.csv
+
+      - name: Set csv_path output
+        id: artifacts-out
+        shell: bash
+        run: |
+          echo "csv_path=jira-details.csv" >> "$GITHUB_OUTPUT"
diff --git a/.github/workflows/extract_jira_keys.yml b/.github/workflows/extract_jira_keys.yml
new file mode 100644
index 0000000..661309e
--- /dev/null
+++ b/.github/workflows/extract_jira_keys.yml
@@ -0,0 +1,153 @@
+name: Extract Jira Keys
+
+on:
+  workflow_call:
+    inputs:
+      pr_title:
+        required: true
+        type: string
+      pr_body:
+        required: true
+        type: string
+    secrets:
+      jira_auth:
+        description: 'Authorization credential: "email:api_token" for Basic, or "Bearer <token>"'
+        required: true
+    outputs:
+      jira-keys-json:
+        description: "JSON array of Jira keys"
+        value: ${{ jobs.extract_jira_keys_from_pr.outputs.jira-keys-json }}
+
+jobs:
+  extract_jira_keys_from_pr:
+    runs-on: ubuntu-slim
+    outputs:
+      jira-keys-json: ${{ steps.process.outputs.jira-keys-json }}
+
+    steps:
+      - id: save
+        shell: bash
+        run: |
+          # Save PR title/body into files (no env injection)
+          cat > pr_title.txt <<'EOF'
+          ${{ inputs.pr_title }}
+          EOF
+
+          cat > pr_body.txt <<'EOF'
+          ${{ inputs.pr_body }}
+          EOF
+
+      - id: process
+        shell: bash
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+        run: |
+          set -euo pipefail
+
+          # Remove backticks and \r before locating jira keys
+          title=$(tr -d '\r' < pr_title.txt | tr '\`' ' ')
+          body=$(tr -d '\r' < pr_body.txt | tr '\`' ' ')
+
+          echo "title: $title"
+          echo "body: $body"
+          
+          > tickets.txt
+          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+
+          printf '%s\n' "$body"  | grep -iE '(close|closes|closed|fix|fixes|fixed|resolve|resolves|resolved)[[:space:]]*[: ][[:space:]]*\[?[[:space:]]*((https?://[^[:space:]]*/browse/)?[A-Z]+-[0-9]+)' \
+                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
+
+          sort -u tickets.txt > candidate_tickets.txt
+
+          if [[ ! -s candidate_tickets.txt ]]; then
+            echo "No Jira-like keys found in PR title or body"
+            echo 'jira-keys-json=["__NO_KEYS_FOUND__"]' >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+          echo "Candidate keys:"
+          cat candidate_tickets.txt || true
+          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+
+          # ------------------------------------------------------------------
+          # 1) Hard-coded list of known Jira project keys (prefixes)
+          # ------------------------------------------------------------------
+          # Edit this list to match your common Jira projects:
+          # e.g. KNOWN_PROJECT_PREFIXES="SCYLLA STAG DOCS ENG"
+          KNOWN_PROJECT_PREFIXES="RELENG CLOUD SCYLLADB PKG PM CUSTOMER VECTOR ANSROLES CLOUDEVOPS CXTOOLS DOCTOR FIELDAUTO FIELDENG ILIAD OPERATOR PKGDASH PUB SMI WEBINSTALL STAG"
+
+          echo "Known project prefixes (hard-coded): $KNOWN_PROJECT_PREFIXES"
+
+          # Write known prefixes (one per line)
+          printf "%s\n" $KNOWN_PROJECT_PREFIXES | sort -u > hardcoded_project_keys.txt
+
+          > unique_tickets.txt
+          > unknown_prefix_candidates.txt
+
+          # First pass: use only hard-coded project prefixes
+          while read -r key; do
+            [ -z "$key" ] && continue
+            prefix="${key%%-*}"
+
+            if grep -qx "$prefix" hardcoded_project_keys.txt; then
+              echo "Accepting $key via hard-coded prefix '$prefix'."
+              echo "$key" >> unique_tickets.txt
+            else
+              echo "Deferring $key — prefix '$prefix' not in hard-coded list."
+              echo "$key" >> unknown_prefix_candidates.txt
+            fi
+          done < candidate_tickets.txt
+
+          # ------------------------------------------------------------------
+          # 2) Only if we still have keys with unknown prefixes, query Jira
+          # ------------------------------------------------------------------
+          if [[ -s unknown_prefix_candidates.txt ]]; then
+            echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+            echo "Some prefixes not in hard-coded list; querying Jira for project keys..."
+            echo "Unknown-prefix candidates:"
+            cat unknown_prefix_candidates.txt || true
+
+            project_resp=$(curl -sS --fail \
+              --user "$JIRA_AUTH" \
+              -H "Accept: application/json" \
+              "https://scylladb.atlassian.net/rest/api/3/project/search?maxResults=1000")
+
+            echo "$project_resp" | jq -r '.values[].key' | sort -u > jira_project_keys.txt
+
+            echo "Valid Jira project keys from API (first 20):"
+            head -n 20 jira_project_keys.txt || true
+
+            # Second pass: validate unknown prefixes against Jira project list
+            while read -r key; do
+              [ -z "$key" ] && continue
+              prefix="${key%%-*}"
+
+              if grep -qx "$prefix" jira_project_keys.txt; then
+                echo "Accepting $key via Jira API (valid project prefix '$prefix')."
+                echo "$key" >> unique_tickets.txt
+              else
+                echo "Skipping $key — unknown project prefix '$prefix' (not in Jira)."
+              fi
+            done < unknown_prefix_candidates.txt
+          else
+            echo "All prefixes resolved via hard-coded list; no Jira project lookup needed."
+          fi
+
+          echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+
+          # Final result set
+          if [[ ! -s unique_tickets.txt ]]; then
+            echo "No valid Jira keys found after validation"
+            echo 'jira-keys-json=["__NO_KEYS_FOUND__"]' >> "$GITHUB_OUTPUT"
+          else
+            sort -u unique_tickets.txt -o unique_tickets.txt
+            echo "Final Jira keys:"
+            cat unique_tickets.txt
+
+            json=$(awk '{printf "\"%s\",",$1}' unique_tickets.txt | sed 's/,$//')
+            json="[${json}]"
+
+            echo "jira-keys-json=$json" >> "$GITHUB_OUTPUT"
+            
+          fi
diff --git a/.github/workflows/fill_jira_with_github_data.yml b/.github/workflows/fill_jira_with_github_data.yml
new file mode 100644
index 0000000..00b35c9
--- /dev/null
+++ b/.github/workflows/fill_jira_with_github_data.yml
@@ -0,0 +1,150 @@
+name: Fill Jira Field with GitHub PR Data
+
+on:
+  workflow_call:
+    inputs:
+      details_csv:
+        description: "Full CSV text (header + rows). Must include a 'key' column."
+        required: true
+        type: string
+    secrets:
+      jira_auth:
+        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
+        required: true
+
+jobs:
+  fill_jira_fields:
+    runs-on: ubuntu-latest
+    env:
+      BASE_URL: https://scylladb.atlassian.net
+      TARGET_FIELD: customfield_10718
+      PR_URL: ${{ github.event.pull_request.html_url }}
+
+    steps:
+      - name: Save CSV
+        id: save
+        shell: bash
+        run: |
+          set -euo pipefail
+          cat > details.csv <<'CSV_EOF'
+          ${{ inputs.details_csv }}
+          CSV_EOF
+
+          echo "Saved details.csv"
+          head -n 5 details.csv || true
+
+      - name: Extract Jira keys (case-insensitive 'key' column)
+        id: extract
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          python3 - <<'PY'
+          import csv, sys, os
+
+          if not os.path.exists("details.csv") or os.path.getsize("details.csv") == 0:
+              print("CSV empty → no keys to process.")
+              open("keys.txt", "w").close()
+              sys.exit(0)
+
+          with open("details.csv", newline="", encoding="utf-8") as f:
+              reader = csv.DictReader(f)
+              if not reader.fieldnames:
+                  open("keys.txt", "w").close()
+                  sys.exit(0)
+
+              # Find the 'key' column
+              fmap = {(h or "").strip().lower(): h for h in reader.fieldnames}
+              hkey = fmap.get("key")
+              if not hkey:
+                  print(f"ERROR: No 'key' column. Found: {reader.fieldnames}", file=sys.stderr)
+                  sys.exit(1)
+
+              keys = []
+              for row in reader:
+                  val = (row.get(hkey) or "").strip()
+                  if val:
+                      keys.append(val)
+
+          seen = set()
+          uniq = []
+          for k in keys:
+              if k not in seen:
+                  uniq.append(k)
+                  seen.add(k)
+
+          with open("keys.txt", "w") as out:
+              for k in uniq:
+                  out.write(k + "\n")
+
+          print(f"Found {len(uniq)} Jira issues.")
+          PY
+
+          echo "First few keys:"
+          head -n 10 keys.txt || true
+
+      - name: Write PR data to Jira custom field
+        shell: bash
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+          PR_URL:   ${{ env.PR_URL }}
+          BASE_URL: ${{ env.BASE_URL }}
+          FIELD_ID: ${{ env.TARGET_FIELD }}
+        run: |
+          set -euo pipefail
+
+          if [ ! -s keys.txt ]; then
+            echo "No keys found. Done."
+            exit 0
+          fi
+
+          COMMENT_TEXT="This issue will be closed by ${PR_URL}"
+
+          while IFS= read -r key; do
+            [ -n "$key" ] || continue
+
+            echo "Updating $key - [ $COMMENT_TEXT ]"
+
+            # Build ADF document payload for rich-text custom field
+            jq -n \
+              --arg text "$COMMENT_TEXT" \
+              --arg field "$FIELD_ID" \
+              '{
+                fields: {
+                  ($field): {
+                    "type": "doc",
+                    "version": 1,
+                    "content": [
+                      {
+                        "type": "paragraph",
+                        "content": [
+                          {
+                            "type": "text",
+                            "text": $text
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                }
+              }' > payload.json
+
+            code=$(curl -sS -o resp.json -w "%{http_code}" \
+              -X PUT "$BASE_URL/rest/api/3/issue/$key" \
+              --user "$JIRA_AUTH" \
+              -H "Content-Type: application/json" \
+              --data @payload.json)
+
+            if [[ "$code" == "204" || "$code" == "200" ]]; then
+              echo "OK $key (${code})"
+            else
+              echo "FAIL $key (${code})"
+              head -c 200 resp.json || true
+              echo
+              exit 1
+            fi
+
+            sleep 0.2
+          done < keys.txt
+
+          echo "All Jira fields updated successfully."
diff --git a/.github/workflows/jira_transition.yml b/.github/workflows/jira_transition.yml
new file mode 100644
index 0000000..fd9303b
--- /dev/null
+++ b/.github/workflows/jira_transition.yml
@@ -0,0 +1,250 @@
+name: Jira Transition (from CSV)
+
+on:
+  workflow_call:
+    inputs:
+      # Full CSV text from the details job (header + rows).
+      # Expected columns include: key,status,labels,assignee,priority,fixVersions,scylla_components
+      details_csv:
+        required: true
+        type: string
+      transition_name:
+        required: true
+        type: string
+      transition_id:
+        required: true
+        type: string
+    secrets:
+      jira_auth:
+        required: true
+
+jobs:
+  transition_jira_status:
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      START_DATE_FIELD: customfield_10015
+      DUE_DATE_FIELD: duedate
+
+    steps:
+      - name: Write CSV to file
+        shell: bash
+        run: |
+          cat > details.csv <<'CSV_EOF'
+          ${{ inputs.details_csv }}
+          CSV_EOF
+          echo "Wrote details.csv"
+          head -n 5 details.csv || true
+
+      - name: Plan transitions (parse CSV)
+        id: plan
+        shell: bash
+        env:
+          TARGET: ${{ inputs.transition_name }}
+        run: |
+          set -euo pipefail
+          python3 - <<'PY'
+          import csv, sys, io, os
+          
+          target = os.environ['TARGET']
+          to_transition = []   # list of (key, current_status)
+          already_ok = []      # list of (key, current_status)
+          done_issues = []     # list of (key, current_status == Done)
+          
+          with open('details.csv', newline='', encoding='utf-8') as f:
+              reader = csv.DictReader(f)
+              # Normalize headers
+              fieldmap = { (h or '').strip().lower(): h for h in reader.fieldnames or [] }
+              def get(row, name):
+                  h = fieldmap.get(name.lower())
+                  return (row.get(h) or "").strip() if h else ""
+          
+              for row in reader:
+                  key = get(row, 'key')
+                  status = get(row, 'status')
+                  start_date = get(row, 'startdate')
+                  due_date = get(row, 'duedate')
+                  if not key:
+                      continue
+          
+                  # Skip already correct or Done issues
+                  if status.lower() == target.lower():
+                      already_ok.append((key, status))
+                  elif status.lower() in {"done", "duplicate", "won't fix"}:
+                      done_issues.append((key, status))
+                  else:
+                      to_transition.append((key, status, start_date, due_date))
+          
+          # Write plan files
+          def write_list(fname, items):
+              with open(fname, 'w', encoding='utf-8') as out:
+                  for item in items:
+                      if len(item) == 4:
+                          k, s, sd, dd = item
+                          out.write(f"{k}|{s}|{sd}|{dd}\n")
+                      else:
+                          k, s = item
+                          out.write(f"{k}|{s}\n")
+          
+          write_list('to_transition.txt', to_transition)
+          write_list('already_ok.txt', already_ok)
+          write_list('done_issues.txt', done_issues)
+          
+          print(f"{len(to_transition)} need transition, {len(already_ok)} already OK, {len(done_issues)} are Done.", file=sys.stderr)
+          PY
+
+          echo "----- Already OK (up to 10) -----"
+          head -n 10 already_ok.txt || true
+          echo "----- Done issues (up to 10) -----"
+          head -n 10 done_issues.txt || true
+          echo "----- Need Transition (up to 10) -----"
+          head -n 10 to_transition.txt || true
+
+      - name: Show intent summary
+        shell: bash
+        env:
+          TARGET: ${{ inputs.transition_name }}
+        run: |
+          need=$(wc -l < to_transition.txt 2>/dev/null || echo 0)
+          ok=$(wc -l < already_ok.txt 2>/dev/null || echo 0)
+          done=$(wc -l < done_issues.txt 2>/dev/null || echo 0)
+          echo "Target status: ${TARGET}"
+          echo "Issues already at target: ${ok}"
+          echo "Issues in 'Done' state:  ${done}"
+          echo "Issues to transition:     ${need}"
+
+      - name: Transition issues
+        if: ${{ always() }}
+        shell: bash
+        env:
+          JIRA_AUTH: ${{ secrets.jira_auth }}
+          TARGET: ${{ inputs.transition_name }}
+          TRANSITION_ID: ${{ inputs.transition_id }}
+          BASE: ${{ env.JIRA_BASE_URL }}
+          START_DATE_FIELD: ${{ env.START_DATE_FIELD }}
+          DUE_DATE_FIELD: ${{ env.DUE_DATE_FIELD }}
+        run: |
+          set -euo pipefail
+
+          if [ ! -s to_transition.txt ]; then
+            echo "No issues require transition. Done."
+            exit 0
+          fi
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret not set." >&2
+            exit 1
+          fi
+
+          while IFS='|' read -r key current start_date due_date; do
+            [ -n "${key:-}" ] || continue
+            echo "Transitioning ${key} from '${current}' -> '${TARGET}' (id=${TRANSITION_ID})"
+
+            # Check if transitioning to a working state and if start date needs to be set
+            WORKING_STATES=("in progress" "in review" "ready for merge")
+            SET_START_DATE=false
+            for state in "${WORKING_STATES[@]}"; do
+              if [[ "${TARGET,,}" == "$state" ]]; then
+                SET_START_DATE=true
+                break
+              fi
+            done
+
+            # If transitioning to working state and start date is empty, set it
+            if [ "$SET_START_DATE" = true ]; then
+              if [ -z "$start_date" ] || [ "$start_date" = "null" ]; then
+                TODAY=$(date -u +%Y-%m-%d)
+                echo "Setting start date to ${TODAY} for ${key} (field: ${START_DATE_FIELD})"
+                
+                # Use custom field ID for start date
+                if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
+                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
+                    -H "Authorization: $JIRA_AUTH" \
+                    -H "Accept: application/json" \
+                    -H "Content-Type: application/json" \
+                    --data "{\"fields\": {\"${START_DATE_FIELD}\": \"${TODAY}\"}}" \
+                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
+                else
+                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
+                    --user "$JIRA_AUTH" \
+                    -H "Accept: application/json" \
+                    -H "Content-Type: application/json" \
+                    --data "{\"fields\": {\"${START_DATE_FIELD}\": \"${TODAY}\"}}" \
+                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
+                fi
+                
+                HTTP_CODE=$(echo "$RESPONSE" | tail -n1)
+                if [ "$HTTP_CODE" != "204" ]; then
+                  echo "Warning: Failed to set start date for ${key} (HTTP ${HTTP_CODE})" >&2
+                  echo "$RESPONSE" | head -n-1 >&2
+                fi
+                sleep 0.2
+              else
+                echo "Start date already set for ${key}: ${start_date}"
+              fi
+            fi
+
+            # Check if transitioning to a closed state and if due date needs to be set
+            CLOSED_STATES=("done" "won't fix")
+            SET_DUE_DATE=false
+            for state in "${CLOSED_STATES[@]}"; do
+              if [[ "${TARGET,,}" == "$state" ]]; then
+                SET_DUE_DATE=true
+                break
+              fi
+            done
+
+            # If transitioning to closed state and due date is empty, set it
+            if [ "$SET_DUE_DATE" = true ]; then
+              if [ -z "$due_date" ] || [ "$due_date" = "null" ]; then
+                TODAY=$(date -u +%Y-%m-%d)
+                echo "Setting due date to ${TODAY} for ${key} (field: ${DUE_DATE_FIELD})"
+                
+                if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
+                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
+                    -H "Authorization: $JIRA_AUTH" \
+                    -H "Accept: application/json" \
+                    -H "Content-Type: application/json" \
+                    --data "{\"fields\": {\"${DUE_DATE_FIELD}\": \"${TODAY}\"}}" \
+                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
+                else
+                  RESPONSE=$(curl -sS -w "\n%{http_code}" -X PUT \
+                    --user "$JIRA_AUTH" \
+                    -H "Accept: application/json" \
+                    -H "Content-Type: application/json" \
+                    --data "{\"fields\": {\"${DUE_DATE_FIELD}\": \"${TODAY}\"}}" \
+                    "${BASE}/rest/api/3/issue/${key}" 2>&1)
+                fi
+                
+                HTTP_CODE=$(echo "$RESPONSE" | tail -n1)
+                if [ "$HTTP_CODE" != "204" ]; then
+                  echo "Warning: Failed to set due date for ${key} (HTTP ${HTTP_CODE})" >&2
+                  echo "$RESPONSE" | head -n-1 >&2
+                fi
+                sleep 0.2
+              else
+                echo "Due date already set for ${key}: ${due_date}"
+              fi
+            fi
+
+            if [[ "$JIRA_AUTH" == Bearer\ * ]]; then
+              curl -sS --fail -X POST \
+                -H "Authorization: $JIRA_AUTH" \
+                -H "Accept: application/json" \
+                -H "Content-Type: application/json" \
+                --data "{\"transition\": {\"id\": \"${TRANSITION_ID}\"}}" \
+                "${BASE}/rest/api/3/issue/${key}/transitions" \
+                || { echo "Failed to transition ${key}" >&2; exit 1; }
+            else
+              curl -sS --fail -X POST \
+                --user "$JIRA_AUTH" \
+                -H "Accept: application/json" \
+                -H "Content-Type: application/json" \
+                --data "{\"transition\": {\"id\": \"${TRANSITION_ID}\"}}" \
+                "${BASE}/rest/api/3/issue/${key}/transitions" \
+                || { echo "Failed to transition ${key}" >&2; exit 1; }
+            fi
+
+            # Gentle rate limit
+            sleep 0.2
+          done < to_transition.txt
diff --git a/.github/workflows/main_create_jira_issue_from_gh_issue.yml b/.github/workflows/main_create_jira_issue_from_gh_issue.yml
new file mode 100644
index 0000000..103727e
--- /dev/null
+++ b/.github/workflows/main_create_jira_issue_from_gh_issue.yml
@@ -0,0 +1,47 @@
+name: Sync GitHub Issue to Jira
+
+on:
+  workflow_call:
+    inputs:
+      jira_project_key:
+        description: "Jira project key (e.g. MONITOR)"
+        required: true
+        type: string
+    secrets:
+      caller_jira_auth:
+        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
+        required: true
+
+jobs:
+  sync-issue-to-jira:
+    if: github.event.action == 'opened'
+    name: "Create Jira issue from GH #${{ github.event.issue.number }}"
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      issues: write
+    steps:
+      - name: Checkout automation repo
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Create Jira issue and cross-link
+        env:
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+          JIRA_PROJECT_KEY: ${{ inputs.jira_project_key }}
+          GITHUB_TOKEN: ${{ github.token }}
+          OWNER_REPO: ${{ github.repository }}
+          ISSUE_TITLE: ${{ github.event.issue.title }}
+          ISSUE_BODY: ${{ github.event.issue.body }}
+          ISSUE_NUMBER: ${{ github.event.issue.number }}
+          ISSUE_HTML_URL: ${{ github.event.issue.html_url }}
+          ISSUE_LABELS: ${{ join(github.event.issue.labels.*.name, ',') }}
+          ISSUE_TYPE: ${{ github.event.issue.type.name || '' }}
+          ISSUE_MILESTONE: ${{ github.event.issue.milestone.title || '' }}
+          GH_ASSIGNEE_LOGIN: ${{ github.event.issue.assignee.login || '' }}
+          GH_ASSIGNEE_NAME: ${{ github.event.issue.assignee.name || github.event.issue.assignee.login || '' }}
+          GH_REPORTER_LOGIN: ${{ github.event.issue.user.login || '' }}
+          GH_REPORTER_NAME: ${{ github.event.issue.user.name || github.event.issue.user.login || '' }}
+        run: python3 scripts/create_jira_issue_from_gh_issue.py
\ No newline at end of file
diff --git a/.github/workflows/main_jira_sync_add_label.yml b/.github/workflows/main_jira_sync_add_label.yml
new file mode 100644
index 0000000..1d44bae
--- /dev/null
+++ b/.github/workflows/main_jira_sync_add_label.yml
@@ -0,0 +1,32 @@
+name: Sync With Jira - Add Label
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  manage_labeled_gh_event:
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Run label-sync orchestrator
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          TRIGGERING_LABEL: ${{ github.event.label.name }}
+          OWNER_REPO: ${{ github.repository }}
+          GITHUB_TOKEN: ${{ github.token }}
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+        run: python3 scripts/jira_sync_logic.py --action manage_labeled_gh_event
diff --git a/.github/workflows/main_jira_sync_in_review.yml b/.github/workflows/main_jira_sync_in_review.yml
new file mode 100644
index 0000000..bf6361a
--- /dev/null
+++ b/.github/workflows/main_jira_sync_in_review.yml
@@ -0,0 +1,32 @@
+name: Sync with Jira - In Review
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  manage_review_gh_event:
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Run in-review orchestrator
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          OWNER_REPO: ${{ github.repository }}
+          REQUESTED_REVIEWER: ${{ github.event.requested_reviewer.login }}
+          GITHUB_TOKEN: ${{ github.token }}
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+        run: python3 scripts/jira_sync_logic.py --action manage_review_gh_event
diff --git a/.github/workflows/main_jira_sync_pr_closed.yml b/.github/workflows/main_jira_sync_pr_closed.yml
new file mode 100644
index 0000000..cca2c5c
--- /dev/null
+++ b/.github/workflows/main_jira_sync_pr_closed.yml
@@ -0,0 +1,32 @@
+name: Sync with Jira - PR Closed
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  manage_closed_gh_event:
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Run pr-closed orchestrator
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          PR_MERGED: ${{ github.event.pull_request.merged }}
+          OWNER_REPO: ${{ github.repository }}
+          GITHUB_TOKEN: ${{ github.token }}
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+        run: python3 scripts/jira_sync_logic.py --action manage_closed_gh_event
diff --git a/.github/workflows/main_jira_sync_pr_milestone_removed.yml b/.github/workflows/main_jira_sync_pr_milestone_removed.yml
new file mode 100644
index 0000000..d51d25d
--- /dev/null
+++ b/.github/workflows/main_jira_sync_pr_milestone_removed.yml
@@ -0,0 +1,140 @@
+name: Sync With Jira - PR Milestone Removed
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  extract:
+    uses: scylladb/github-automation/.github/workflows/extract_jira_keys.yml@automation-staging-branch
+    with:
+      pr_title: ${{ github.event.pull_request.title }}
+      pr_body:  ${{ github.event.pull_request.body }}
+    secrets:
+      jira_auth: ${{ secrets.caller_jira_auth }}
+
+  debug:
+    needs: extract
+    runs-on: ubuntu-slim
+    steps:
+      - name: Debug data
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: |
+          echo "event_name='${{ github.event_name }}'"
+          echo "action='${{ github.event.action }}'"
+          echo "removed_milestone_title='${{ github.event.milestone.title }}'"
+          echo "jira-keys-json='${{ needs.extract.outputs['jira-keys-json'] }}'"
+          echo "~~~~~~~~~~~ GitHub Context ~~~~~~~~~~~"
+          echo "$GITHUB_CONTEXT"
+
+  remove_fix_versions:
+    needs: extract
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+      MILESTONE_TITLE: ${{ github.event.milestone.title }}
+      JIRA_KEYS_JSON: ${{ needs.extract.outputs['jira-keys-json'] }}
+
+    steps:
+      - name: Remove Fix Versions from Jira issues
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret is not set."
+            exit 1
+          fi
+
+          if [ -z "${MILESTONE_TITLE:-}" ]; then
+            echo "ERROR: No milestone title found."
+            exit 1
+          fi
+
+          echo "Milestone to remove: ${MILESTONE_TITLE}"
+          echo "Jira keys JSON: ${JIRA_KEYS_JSON}"
+
+          # Parse the JSON array of Jira keys
+          KEYS=$(echo "$JIRA_KEYS_JSON" | jq -r '.[]')
+
+          if [ "$KEYS" = "__NO_KEYS_FOUND__" ] || [ -z "$KEYS" ]; then
+            echo "No valid Jira keys found in PR. Skipping."
+            exit 0
+          fi
+
+          ok=0
+          skipped=0
+          failed=0
+
+          for KEY in $KEYS; do
+            echo "======================================================"
+            echo "Processing Jira issue: ${KEY}"
+            echo "======================================================"
+
+            # Get current issue to check existing Fix Versions
+            ISSUE_RESP=$(curl -sS -w "\n%{http_code}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}?fields=fixVersions")
+
+            HTTP_CODE=$(echo "$ISSUE_RESP" | tail -1)
+            BODY=$(echo "$ISSUE_RESP" | sed '$d')
+
+            if [ "$HTTP_CODE" != "200" ]; then
+              echo "FAIL: Could not fetch issue ${KEY} (HTTP ${HTTP_CODE})"
+              echo "$BODY"
+              failed=$((failed+1))
+              continue
+            fi
+
+            # Check if the milestone version exists in Fix Versions
+            EXISTING_VERSIONS=$(echo "$BODY" | jq -r '.fields.fixVersions[]?.name // empty')
+            
+            if ! echo "$EXISTING_VERSIONS" | grep -qx "$MILESTONE_TITLE"; then
+              echo "SKIP: Version '${MILESTONE_TITLE}' not found in Fix Versions for ${KEY}"
+              skipped=$((skipped+1))
+              continue
+            fi
+
+            # Remove the milestone from Fix Versions
+            UPDATE_PAYLOAD=$(jq -n --arg name "$MILESTONE_TITLE" '
+              {
+                "update": {
+                  "fixVersions": [
+                    { "remove": { "name": $name } }
+                  ]
+                }
+              }
+            ')
+
+            UPDATE_RESP=$(curl -sS -w "\n%{http_code}" \
+              -X PUT "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data "$UPDATE_PAYLOAD")
+
+            UPDATE_HTTP=$(echo "$UPDATE_RESP" | tail -1)
+            UPDATE_BODY=$(echo "$UPDATE_RESP" | sed '$d')
+
+            if [ "$UPDATE_HTTP" = "204" ] || [ "$UPDATE_HTTP" = "200" ]; then
+              echo "OK: Removed '${MILESTONE_TITLE}' from Fix Versions for ${KEY}"
+              ok=$((ok+1))
+            else
+              echo "FAIL: Could not remove Fix Version for ${KEY} (HTTP ${UPDATE_HTTP})"
+              echo "$UPDATE_BODY"
+              failed=$((failed+1))
+            fi
+          done
+
+          echo "======================================================"
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          echo "======================================================"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
diff --git a/.github/workflows/main_jira_sync_pr_milestone_set.yml b/.github/workflows/main_jira_sync_pr_milestone_set.yml
new file mode 100644
index 0000000..4a4708e
--- /dev/null
+++ b/.github/workflows/main_jira_sync_pr_milestone_set.yml
@@ -0,0 +1,159 @@
+name: Sync With Jira - PR Milestone Set
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  extract:
+    uses: scylladb/github-automation/.github/workflows/extract_jira_keys.yml@automation-staging-branch
+    with:
+      pr_title: ${{ github.event.pull_request.title }}
+      pr_body:  ${{ github.event.pull_request.body }}
+    secrets:
+      jira_auth: ${{ secrets.caller_jira_auth }}
+
+  debug:
+    needs: extract
+    runs-on: ubuntu-slim
+    steps:
+      - name: Debug data
+        env:
+          GITHUB_CONTEXT: ${{ toJson(github) }}
+        run: |
+          echo "event_name='${{ github.event_name }}'"
+          echo "action='${{ github.event.action }}'"
+          echo "milestone_title='${{ github.event.pull_request.milestone.title }}'"
+          echo "jira-keys-json='${{ needs.extract.outputs['jira-keys-json'] }}'"
+          echo "~~~~~~~~~~~ GitHub Context ~~~~~~~~~~~"
+          echo "$GITHUB_CONTEXT"
+
+  update_fix_versions:
+    needs: extract
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+      MILESTONE_TITLE: ${{ github.event.pull_request.milestone.title }}
+      JIRA_KEYS_JSON: ${{ needs.extract.outputs['jira-keys-json'] }}
+
+    steps:
+      - name: Replace Fix Versions in Jira issues
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret is not set."
+            exit 1
+          fi
+
+          if [ -z "${MILESTONE_TITLE:-}" ]; then
+            echo "ERROR: No milestone title found."
+            exit 1
+          fi
+
+          echo "Milestone title: ${MILESTONE_TITLE}"
+          echo "Jira keys JSON: ${JIRA_KEYS_JSON}"
+
+          # Parse the JSON array of Jira keys
+          KEYS=$(echo "$JIRA_KEYS_JSON" | jq -r '.[]')
+
+          if [ "$KEYS" = "__NO_KEYS_FOUND__" ] || [ -z "$KEYS" ]; then
+            echo "No valid Jira keys found in PR. Skipping."
+            exit 0
+          fi
+
+          ok=0
+          skipped=0
+          failed=0
+
+          for KEY in $KEYS; do
+            echo "======================================================"
+            echo "Processing Jira issue: ${KEY}"
+            echo "======================================================"
+
+            # Get the project key from the issue key
+            PROJECT_KEY="${KEY%%-*}"
+
+            # First, ensure the version exists in the project
+            VERSION_CHECK=$(curl -sS -w "\n%{http_code}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions")
+
+            VC_HTTP=$(echo "$VERSION_CHECK" | tail -1)
+            VC_BODY=$(echo "$VERSION_CHECK" | sed '$d')
+
+            VERSION_EXISTS=false
+            if [ "$VC_HTTP" = "200" ]; then
+              if echo "$VC_BODY" | jq -e ".[] | select(.name == \"$MILESTONE_TITLE\")" > /dev/null 2>&1; then
+                VERSION_EXISTS=true
+              fi
+            fi
+
+            if [ "$VERSION_EXISTS" = "false" ]; then
+              echo "Version '${MILESTONE_TITLE}' does not exist in project ${PROJECT_KEY}. Creating it..."
+              
+              CREATE_RESP=$(curl -sS -w "\n%{http_code}" \
+                -X POST "${JIRA_BASE_URL}/rest/api/3/version" \
+                --user "${JIRA_AUTH}" \
+                -H "Accept: application/json" \
+                -H "Content-Type: application/json" \
+                --data "{\"name\": \"${MILESTONE_TITLE}\", \"project\": \"${PROJECT_KEY}\"}")
+
+              CREATE_HTTP=$(echo "$CREATE_RESP" | tail -1)
+              CREATE_BODY=$(echo "$CREATE_RESP" | sed '$d')
+
+              if [ "$CREATE_HTTP" = "201" ] || [ "$CREATE_HTTP" = "200" ]; then
+                echo "Created version '${MILESTONE_TITLE}' in project ${PROJECT_KEY}"
+              elif [ "$CREATE_HTTP" = "400" ]; then
+                # Might already exist (race condition or case sensitivity)
+                echo "Version might already exist (HTTP 400). Proceeding with update..."
+              else
+                echo "WARNING: Could not create version (HTTP ${CREATE_HTTP}): $CREATE_BODY"
+              fi
+            fi
+
+            # Replace Fix Versions - SET to only the new milestone (removes all existing)
+            UPDATE_PAYLOAD=$(jq -n --arg name "$MILESTONE_TITLE" '
+              {
+                "fields": {
+                  "fixVersions": [
+                    { "name": $name }
+                  ]
+                }
+              }
+            ')
+
+            echo "Replacing Fix Versions with: ${MILESTONE_TITLE}"
+
+            UPDATE_RESP=$(curl -sS -w "\n%{http_code}" \
+              -X PUT "${JIRA_BASE_URL}/rest/api/3/issue/${KEY}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data "$UPDATE_PAYLOAD")
+
+            UPDATE_HTTP=$(echo "$UPDATE_RESP" | tail -1)
+            UPDATE_BODY=$(echo "$UPDATE_RESP" | sed '$d')
+
+            if [ "$UPDATE_HTTP" = "204" ] || [ "$UPDATE_HTTP" = "200" ]; then
+              echo "OK: Set Fix Versions for ${KEY} to '${MILESTONE_TITLE}'"
+              ok=$((ok+1))
+            else
+              echo "FAIL: Could not update Fix Versions for ${KEY} (HTTP ${UPDATE_HTTP})"
+              echo "$UPDATE_BODY"
+              failed=$((failed+1))
+            fi
+          done
+
+          echo "======================================================"
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          echo "======================================================"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
diff --git a/.github/workflows/main_jira_sync_pr_opened.yml b/.github/workflows/main_jira_sync_pr_opened.yml
new file mode 100644
index 0000000..8498175
--- /dev/null
+++ b/.github/workflows/main_jira_sync_pr_opened.yml
@@ -0,0 +1,31 @@
+name: Sync With Jira - PR Opened
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  manage_opened_gh_event:
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Run pr-opened orchestrator
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          OWNER_REPO: ${{ github.repository }}
+          GITHUB_TOKEN: ${{ github.token }}
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+        run: python3 scripts/jira_sync_logic.py --action manage_opened_gh_event
diff --git a/.github/workflows/main_jira_sync_remove_label.yml b/.github/workflows/main_jira_sync_remove_label.yml
new file mode 100644
index 0000000..2f79ac5
--- /dev/null
+++ b/.github/workflows/main_jira_sync_remove_label.yml
@@ -0,0 +1,32 @@
+name: Sync With Jira - Remove Label
+
+on:
+  workflow_call:
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  sync:
+    name: Remove-label orchestration
+    runs-on: ubuntu-slim
+    steps:
+      - name: Checkout scripts
+        uses: actions/checkout@v4
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+          path: _automation
+
+      - name: Run manage_unlabeled_gh_event
+        env:
+          PR_TITLE:      ${{ github.event.pull_request.title }}
+          PR_BODY:       ${{ github.event.pull_request.body }}
+          PR_NUMBER:     ${{ github.event.pull_request.number }}
+          REMOVED_LABEL: ${{ github.event.label.name }}
+          OWNER_REPO:    ${{ github.repository }}
+          GITHUB_TOKEN:  ${{ secrets.GITHUB_TOKEN }}
+          JIRA_AUTH:     ${{ secrets.caller_jira_auth }}
+        run: |
+          cd _automation/scripts
+          python jira_sync_logic.py --action manage_unlabeled_gh_event
diff --git a/.github/workflows/main_pr_events_jira_sync.yml b/.github/workflows/main_pr_events_jira_sync.yml
new file mode 100644
index 0000000..9cd9031
--- /dev/null
+++ b/.github/workflows/main_pr_events_jira_sync.yml
@@ -0,0 +1,44 @@
+name: Sync Jira from PR Events
+
+on:
+  workflow_call:
+    inputs:
+      caller_action:
+        description: >
+          The GitHub event action that triggered this workflow (e.g. opened,
+          labeled, unlabeled, closed, ready_for_review, review_requested).
+          The Python script maps this to the correct orchestrator function.
+        required: true
+        type: string
+    secrets:
+      caller_jira_auth:
+        required: true
+
+jobs:
+  jira-sync:
+    name: "Jira Sync - ${{ inputs.caller_action }}"
+    runs-on: ubuntu-slim
+    permissions:
+      contents: read
+      pull-requests: write
+      issues: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          repository: scylladb/github-automation
+          ref: automation-staging-branch
+
+      - name: Run Jira sync orchestrator
+        env:
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          OWNER_REPO: ${{ github.repository }}
+          TRIGGERING_LABEL: ${{ github.event.label.name }}
+          REMOVED_LABEL: ${{ github.event.label.name }}
+          REQUESTED_REVIEWER: ${{ github.event.requested_reviewer.login }}
+          PR_MERGED: ${{ github.event.pull_request.merged }}
+          GITHUB_TOKEN: ${{ github.token }}
+          JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+        run: python3 scripts/jira_sync_logic.py --action ${{ inputs.caller_action }}
\ No newline at end of file
diff --git a/.github/workflows/main_sync_milestone_to_jira_release.yml b/.github/workflows/main_sync_milestone_to_jira_release.yml
new file mode 100644
index 0000000..c4a4fa4
--- /dev/null
+++ b/.github/workflows/main_sync_milestone_to_jira_release.yml
@@ -0,0 +1,346 @@
+name: Sync Jira releases (versions) from GitHub milestone
+
+on:
+  workflow_call:
+    inputs:
+      jira_project_keys:
+        description: "Comma-separated Jira project keys (e.g. STAG,VECTOR,PROJ)"
+        required: true
+        type: string
+    secrets:
+      caller_jira_auth:
+        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
+        required: true
+
+jobs:
+  create_jira_releases:
+    if: github.event.action == 'created'
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
+
+    steps:
+      - name: Debug milestone input
+        run: |
+          echo "Projects:      '${{ inputs.jira_project_keys }}'"
+          echo "Title:         '${{ github.event.milestone.title }}'"
+          echo "Description:   '${{ github.event.milestone.description }}'"
+          echo "Due on:        '${{ github.event.milestone.due_on }}'"
+
+      - name: Create Jira version in each project (skip if already exists)
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret is not set."
+            exit 1
+          fi
+
+          NAME="${{ github.event.milestone.title }}"
+          DESC="${{ github.event.milestone.description }}"
+          DUE_ON="${{ github.event.milestone.due_on }}"
+
+          # GitHub due_on is ISO 8601; Jira expects YYYY-MM-DD
+          RELEASE_DATE=""
+          if [ -n "${DUE_ON:-}" ]; then
+            RELEASE_DATE="${DUE_ON%%T*}"
+          fi
+
+          echo "Version name:  ${NAME}"
+          echo "Release date:  ${RELEASE_DATE:-<none>}"
+          echo "Projects:      ${PROJECT_KEYS}"
+          echo
+
+          # Split comma-separated keys safely (trim whitespace)
+          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
+
+          ok=0
+          skipped=0
+          failed=0
+
+          for raw in "${KEYS[@]}"; do
+            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
+            [ -n "$PROJECT_KEY" ] || continue
+
+            echo "======================================================"
+            echo "Creating Jira version in project: ${PROJECT_KEY}"
+            echo "======================================================"
+
+            # Build payload
+            jq -n \
+              --arg name "$NAME" \
+              --arg proj "$PROJECT_KEY" \
+              --arg desc "${DESC:-}" \
+              --arg rdate "${RELEASE_DATE:-}" \
+              '
+              {
+                name: $name,
+                project: $proj
+              }
+              + (if $desc  != "" then {description: $desc} else {} end)
+              + (if $rdate != "" then {releaseDate: $rdate} else {} end)
+              ' > payload.json
+
+            # Attempt create
+            HTTP_CODE=$(curl -sS -o resp.json -w "%{http_code}" \
+              -X POST "${JIRA_BASE_URL}/rest/api/3/version" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data @payload.json || true)
+
+            if [ "$HTTP_CODE" = "201" ] || [ "$HTTP_CODE" = "200" ]; then
+              ID=$(jq -r '.id // empty' resp.json)
+              echo "OK: created version in ${PROJECT_KEY} (id=${ID})."
+              ok=$((ok+1))
+              continue
+            fi
+
+            # If already exists: treat as SKIP and move on
+            if [ "$HTTP_CODE" = "400" ] && jq -e '
+                (.errorMessages // []) + ((.errors // {}) | to_entries | map(.value))
+                | map(tostring)
+                | any(test("already exists|exists already|A version with this name already exists"; "i"))
+              ' resp.json > /dev/null 2>&1; then
+              echo "SKIP: version '${NAME}' already exists in ${PROJECT_KEY}."
+              skipped=$((skipped+1))
+              continue
+            fi
+
+            # Other failure -> count as failure but continue to next project
+            echo "FAIL: could not create version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
+            cat resp.json || true
+            echo
+            failed=$((failed+1))
+          done
+
+          echo "======================================================"
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          echo "======================================================"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
+
+
+  update_jira_releases:
+    if: github.event.action == 'edited'
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
+
+    steps:
+      - name: Debug milestone input
+        run: |
+          echo "Projects:      '${{ inputs.jira_project_keys }}'"
+          echo "Title:         '${{ github.event.milestone.title }}'"
+          echo "Description:   '${{ github.event.milestone.description }}'"
+          echo "Due on:        '${{ github.event.milestone.due_on }}'"
+          echo "Action:        '${{ github.event.action }}'"
+
+      - name: Update Jira version details in each project
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret is not set."
+            exit 1
+          fi
+
+          NAME="${{ github.event.milestone.title }}"
+          DESC="${{ github.event.milestone.description }}"
+          DUE_ON="${{ github.event.milestone.due_on }}"
+
+          # GitHub due_on is ISO 8601; Jira expects YYYY-MM-DD
+          RELEASE_DATE=""
+          if [ -n "${DUE_ON:-}" ]; then
+            RELEASE_DATE="${DUE_ON%%T*}"
+          fi
+
+          echo "Version name:  ${NAME}"
+          echo "Description:   ${DESC:-<none>}"
+          echo "Release date:  ${RELEASE_DATE:-<none>}"
+          echo "Projects:      ${PROJECT_KEYS}"
+          echo
+
+          # Split comma-separated keys safely (trim whitespace)
+          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
+
+          ok=0
+          skipped=0
+          failed=0
+
+          for raw in "${KEYS[@]}"; do
+            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
+            [ -n "$PROJECT_KEY" ] || continue
+
+            echo "======================================================"
+            echo "Updating Jira version in project: ${PROJECT_KEY}"
+            echo "======================================================"
+
+            # Find the version ID by name
+            HTTP_CODE=$(curl -sS -o versions.json -w "%{http_code}" \
+              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" || true)
+
+            if [ "$HTTP_CODE" != "200" ]; then
+              echo "FAIL: could not list versions in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
+              cat versions.json || true
+              echo
+              failed=$((failed+1))
+              continue
+            fi
+
+            VERSION_ID=$(jq -r --arg name "$NAME" \
+              '.[] | select(.name == $name) | .id' versions.json | head -1)
+
+            if [ -z "$VERSION_ID" ]; then
+              echo "SKIP: version '${NAME}' not found in ${PROJECT_KEY}."
+              skipped=$((skipped+1))
+              continue
+            fi
+
+            # Build update payload with description and releaseDate
+            jq -n \
+              --arg desc "${DESC:-}" \
+              --arg rdate "${RELEASE_DATE:-}" \
+              '
+              {}
+              + (if $desc  != "" then {description: $desc} else {} end)
+              + (if $rdate != "" then {releaseDate: $rdate} else {releaseDate: null} end)
+              ' > update_payload.json
+
+            HTTP_CODE=$(curl -sS -o update_resp.json -w "%{http_code}" \
+              -X PUT "${JIRA_BASE_URL}/rest/api/3/version/${VERSION_ID}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data @update_payload.json || true)
+
+            if [ "$HTTP_CODE" = "200" ]; then
+              echo "OK: updated version '${NAME}' in ${PROJECT_KEY} (id=${VERSION_ID})."
+              ok=$((ok+1))
+            else
+              echo "FAIL: could not update version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
+              cat update_resp.json || true
+              echo
+              failed=$((failed+1))
+            fi
+          done
+
+          echo "======================================================"
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          echo "======================================================"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
+
+  release_jira_releases:
+    if: github.event.action == 'closed'
+    runs-on: ubuntu-slim
+    env:
+      JIRA_BASE_URL: https://scylladb.atlassian.net
+      JIRA_AUTH: ${{ secrets.caller_jira_auth }}
+      PROJECT_KEYS: ${{ inputs.jira_project_keys }}
+
+    steps:
+      - name: Debug milestone input
+        run: |
+          echo "Projects:      '${{ inputs.jira_project_keys }}'"
+          echo "Title:         '${{ github.event.milestone.title }}'"
+          echo "Action:        '${{ github.event.action }}'"
+
+      - name: Release Jira version in each project
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          if [ -z "${JIRA_AUTH:-}" ]; then
+            echo "ERROR: jira_auth secret is not set."
+            exit 1
+          fi
+
+          NAME="${{ github.event.milestone.title }}"
+          TODAY="$(date -u +%Y-%m-%d)"
+
+          echo "Version name:  ${NAME}"
+          echo "Release date:  ${TODAY}"
+          echo "Projects:      ${PROJECT_KEYS}"
+          echo
+
+          # Split comma-separated keys safely (trim whitespace)
+          IFS=',' read -r -a KEYS <<< "${PROJECT_KEYS}"
+
+          ok=0
+          skipped=0
+          failed=0
+
+          for raw in "${KEYS[@]}"; do
+            PROJECT_KEY="$(echo "$raw" | awk '{$1=$1};1')"  # trim
+            [ -n "$PROJECT_KEY" ] || continue
+
+            echo "======================================================"
+            echo "Releasing Jira version in project: ${PROJECT_KEY}"
+            echo "======================================================"
+
+            # Find the version ID by name
+            HTTP_CODE=$(curl -sS -o versions.json -w "%{http_code}" \
+              "${JIRA_BASE_URL}/rest/api/3/project/${PROJECT_KEY}/versions" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" || true)
+
+            if [ "$HTTP_CODE" != "200" ]; then
+              echo "FAIL: could not list versions in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
+              cat versions.json || true
+              echo
+              failed=$((failed+1))
+              continue
+            fi
+
+            VERSION_ID=$(jq -r --arg name "$NAME" \
+              '.[] | select(.name == $name) | .id' versions.json | head -1)
+
+            if [ -z "$VERSION_ID" ]; then
+              echo "SKIP: version '${NAME}' not found in ${PROJECT_KEY}."
+              skipped=$((skipped+1))
+              continue
+            fi
+
+            # Mark the version as released
+            jq -n \
+              --arg rdate "${TODAY}" \
+              '{"released": true, "releaseDate": $rdate}' > release_payload.json
+
+            HTTP_CODE=$(curl -sS -o release_resp.json -w "%{http_code}" \
+              -X PUT "${JIRA_BASE_URL}/rest/api/3/version/${VERSION_ID}" \
+              --user "${JIRA_AUTH}" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data @release_payload.json || true)
+
+            if [ "$HTTP_CODE" = "200" ]; then
+              echo "OK: released version '${NAME}' in ${PROJECT_KEY} (id=${VERSION_ID})."
+              ok=$((ok+1))
+            else
+              echo "FAIL: could not release version in ${PROJECT_KEY} (HTTP ${HTTP_CODE}). Response:"
+              cat release_resp.json || true
+              echo
+              failed=$((failed+1))
+            fi
+          done
+
+          echo "======================================================"
+          echo "Summary: ok=${ok} skipped=${skipped} failed=${failed}"
+          echo "======================================================"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
diff --git a/.github/workflows/main_update_jira_status_to_in_progress.yml b/.github/workflows/main_update_jira_status_to_in_progress.yml
deleted file mode 100644
index 923fe87..0000000
--- a/.github/workflows/main_update_jira_status_to_in_progress.yml
+++ /dev/null
@@ -1,63 +0,0 @@
-name: Update Jira Status - In Progress
-
-on:
-  workflow_call:
-    secrets:
-      jira_auth:
-        required: true
-
-jobs:
-  action-jira-status-update:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Extract Jira Ticket IDs
-        id: get-jira
-        shell: bash
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY:  ${{ github.event.pull_request.body }}
-        run: |
-          set -euo pipefail
-
-          # Replace backticks with spaces (no evaluation)
-          title="$(printf '%s' "$PR_TITLE" | tr '`' ' ')"
-          body="$(printf '%s' "$PR_BODY"  | tr '`' ' ')"
-
-          > tickets.txt
-          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
-                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-
-          sort -u tickets.txt > unique_tickets.txt
-          if [[ ! -s unique_tickets.txt ]]; then
-            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-
-          tickets_csv=$(paste -sd, unique_tickets.txt)
-          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
-
-      - name: Transition Jira Tickets to 'In Progress'
-        if: steps.get-jira.outputs.ticket-ids != ''
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
-            exit 1
-          fi
-
-          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
-          for ticket_id in "${tickets[@]}"; do
-            echo "Transitioning Jira ticket to 'In Progress': $ticket_id"
-            curl -v --fail -X POST \
-              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
-              --user "$JIRA_AUTH" \
-              --header "Accept: application/json" \
-              --header "Content-Type: application/json" \
-              -d '{"transition": {"id": "111"}}'
-          done
diff --git a/.github/workflows/main_update_jira_status_to_in_review.yml b/.github/workflows/main_update_jira_status_to_in_review.yml
deleted file mode 100644
index aa3800e..0000000
--- a/.github/workflows/main_update_jira_status_to_in_review.yml
+++ /dev/null
@@ -1,62 +0,0 @@
-name: Update Jira Status - In Review
-
-on:
-  workflow_call:
-    secrets:
-      jira_auth:
-        required: true
-
-jobs:
-  action-jira-status-update-in-review:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Extract Jira Ticket IDs
-        id: get-jira
-        shell: bash
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY:  ${{ github.event.pull_request.body }}
-        run: |
-          set -euo pipefail
-
-          # Single-line: replace backticks with spaces, no evaluation
-          title="$(printf '%s' "$PR_TITLE" | tr '`' ' ')"
-          body="$(printf '%s' "$PR_BODY"  | tr '`' ' ')"
-
-          > tickets.txt
-          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
-                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-
-          sort -u tickets.txt > unique_tickets.txt
-          if [[ ! -s unique_tickets.txt ]]; then
-            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-          tickets_csv=$(paste -sd, unique_tickets.txt)
-          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
-
-      - name: Transition Jira Tickets to 'In Review'
-        if: steps.get-jira.outputs.ticket-ids != ''
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
-            exit 1
-          fi
-
-          for ticket_id in "${tickets[@]}"; do
-            echo "Transitioning Jira ticket to 'In Review': $ticket_id"
-            curl -v --fail -X POST \
-              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
-              --user "$JIRA_AUTH" \
-              --header "Accept: application/json" \
-              --header "Content-Type: application/json" \
-              -d '{"transition": {"id": "121"}}'
-          done
diff --git a/.github/workflows/main_update_jira_status_to_ready_for_merge.yml b/.github/workflows/main_update_jira_status_to_ready_for_merge.yml
deleted file mode 100644
index 4529d83..0000000
--- a/.github/workflows/main_update_jira_status_to_ready_for_merge.yml
+++ /dev/null
@@ -1,71 +0,0 @@
-name: Update Status - Ready For Merge
-
-on:
-  workflow_call:
-    inputs:
-      label_name:
-        required: true
-        type: string
-    secrets:
-      jira_auth:
-        required: true
-
-jobs:
-  action-jira-status-update-ready-for-merge:
-    if: ${{ github.event.label.name == inputs.label_name }}
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Extract Jira Ticket IDs
-        id: get-jira
-        shell: bash
-        env:
-          PR_TITLE: ${{ github.event.pull_request.title }}
-          PR_BODY:  ${{ github.event.pull_request.body }}
-        run: |
-          set -euo pipefail
-          echo "Label '${{ inputs.label_name }}' detected. Looking for Jira ticket IDs..."
-
-          # Replace backticks with spaces (no evaluation)
-          title="$(printf '%s' "${PR_TITLE:-}" | tr '`' ' ')"
-          body="$(printf '%s' "${PR_BODY:-}"  | tr '`' ' ')"
-
-          > tickets.txt
-          printf '%s\n' "$title" | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-          printf '%s\n' "$body"  | grep -iE '^Fixes[[:space:]]*[: ][[:space:]]*[A-Z]+-[0-9]+' \
-                                | grep -oE '[A-Z]+-[0-9]+' >> tickets.txt || true
-
-          sort -u tickets.txt > unique_tickets.txt
-
-          if [[ ! -s unique_tickets.txt ]]; then
-            echo "No Jira tickets found in PR title or body. Skipping Jira update."
-            echo "ticket-ids=" >> "$GITHUB_OUTPUT"
-            exit 0
-          fi
-
-          tickets_csv=$(paste -sd, unique_tickets.txt)
-          echo "ticket-ids=$tickets_csv" >> "$GITHUB_OUTPUT"
-
-      - name: Transition Jira Tickets to 'Ready for Merge'
-        if: steps.get-jira.outputs.ticket-ids != ''
-        env:
-          JIRA_AUTH: ${{ secrets.jira_auth }}
-        shell: bash
-        run: |
-          set -euo pipefail
-
-          if [ -z "${JIRA_AUTH:-}" ]; then
-            echo "ERROR: JIRA_AUTH secret is empty. Secret was not passed correctly from the calling workflow."
-            exit 1
-          fi
-
-          IFS=',' read -ra tickets <<< "${{ steps.get-jira.outputs.ticket-ids }}"
-          for ticket_id in "${tickets[@]}"; do
-            echo "Transitioning Jira ticket to 'Ready for Merge': $ticket_id"
-            curl -v --fail -X POST \
-              --url "https://scylladb.atlassian.net/rest/api/3/issue/${ticket_id}/transitions" \
-              --user "$JIRA_AUTH" \
-              --header "Accept: application/json" \
-              --header "Content-Type: application/json" \
-              -d '{"transition": {"id": "131"}}'
-          done
diff --git a/.github/workflows/remove_label_from_jira_issue.yml b/.github/workflows/remove_label_from_jira_issue.yml
new file mode 100644
index 0000000..f09c469
--- /dev/null
+++ b/.github/workflows/remove_label_from_jira_issue.yml
@@ -0,0 +1,171 @@
+name: Remove Label from Jira Issues (from jira_keys_json)
+
+on:
+  workflow_call:
+    inputs:
+      jira_keys_json:
+        description: 'JSON array of Jira keys, e.g. ["STAG-1","STAG-2"] or ["__NO_KEYS_FOUND__"]'
+        type: string
+        required: true
+      label:
+        description: "Label that was removed from the PR. For Jira: normal label or area/* (Scylla component)."
+        type: string
+        required: true
+    secrets:
+      jira_auth:
+        description: "Plain 'email:api_token' for Jira Cloud Basic auth"
+        required: true
+
+jobs:
+  remove_labels_from_jira:
+    runs-on: ubuntu-latest
+    env:
+      BASE_URL: https://scylladb.atlassian.net
+      SCYLLA_COMPONENTS_FIELD: customfield_10321
+
+    steps:
+      - name: Extract Jira keys from jira_keys_json
+        id: extract
+        shell: bash
+        env:
+          JIRA_KEYS_JSON: ${{ inputs.jira_keys_json }}
+        run: |
+          set -euo pipefail
+
+          python3 - <<'PY'
+          import json, sys, os
+
+          raw = os.environ.get("JIRA_KEYS_JSON", "").strip()
+          print(f"Incoming jira_keys_json: {raw}")
+
+          if (not raw or raw == "[]" or raw == '[""]' or raw == '["__NO_KEYS_FOUND__"]'):
+              print("No usable Jira keys; nothing to update.")
+              open("keys.txt", "w").close()
+              sys.exit(0)
+
+          try:
+              data = json.loads(raw)
+          except json.JSONDecodeError as e:
+              print(f"Invalid JSON: {e}", file=sys.stderr)
+              sys.exit(1)
+
+          if not isinstance(data, list):
+              print("jira_keys_json must be an array", file=sys.stderr)
+              sys.exit(1)
+
+          keys = []
+          for item in data:
+              if isinstance(item, str) and item.strip() and item.strip() != "__NO_KEYS_FOUND__":
+                  keys.append(item.strip())
+
+          uniq = []
+          seen = set()
+          for k in keys:
+              if k not in seen:
+                  uniq.append(k)
+                  seen.add(k)
+
+          with open("keys.txt", "w") as out:
+              for k in uniq:
+                  out.write(k + "\n")
+
+          print(f"Found {len(uniq)} issues.")
+          PY
+
+      - name: Prepare payload(s) and mode (normal label or scylla component)
+        id: prep
+        shell: bash
+        env:
+          TARGET_IN: ${{ inputs.label }}
+          SCYLLA_FIELD: ${{ env.SCYLLA_COMPONENTS_FIELD }}
+        run: |
+          set -euo pipefail
+
+          TARGET="${TARGET_IN}"
+          MODE=""
+
+          echo "Incoming removed label: '${TARGET}'"
+
+          # area/* → Scylla component
+          if [[ "$TARGET" == area/* ]]; then
+            MODE="scylla_component"
+            RAW="${TARGET#area/}"
+            COMPONENT_VALUE="${RAW//_/ }"
+            ESCAPED=$(jq -Rn --arg v "$COMPONENT_VALUE" '$v')
+            printf '{"update":{"%s":[{"remove":{"value":%s}}]}}\n' "$SCYLLA_FIELD" "$ESCAPED" \
+              > payload_scylla.json
+            echo "scylla component remove payload ready"
+          else
+            # Normal Jira label removal
+            MODE="label"
+            jq -n --arg label "$TARGET" \
+              '{update:{labels:[{remove:$label}]}}' > payload_label.json
+            echo "label removal payload ready"
+          fi
+
+          echo "mode=${MODE}" >> "$GITHUB_OUTPUT"
+
+      - name: Apply to each issue (Basic auth)
+        id: apply
+        shell: bash
+        env:
+          JIRA_AUTH:     ${{ secrets.jira_auth }}
+          BASE_URL:      ${{ env.BASE_URL }}
+          MODE:          ${{ steps.prep.outputs.mode }}
+          TARGET_LABEL:  ${{ inputs.label }}
+        run: |
+          set -euo pipefail
+
+          if [ ! -s keys.txt ]; then
+            echo "No issue keys found; nothing to update."
+            exit 0
+          fi
+
+          echo "Operation mode: ${MODE}"
+
+          if [ "$MODE" = "scylla_component" ]; then
+            PAYLOAD_FILE="payload_scylla.json"
+            ACTION_DESC="Remove Scylla component"
+          else
+            PAYLOAD_FILE="payload_label.json"
+            ACTION_DESC="Remove Jira label"
+          fi
+
+          ok=0; skipped=0; failed=0
+
+          while IFS= read -r key; do
+            [ -n "${key:-}" ] || continue
+
+            ISSUE_URL="${BASE_URL}/rest/api/3/issue/${key}"
+
+            echo "${ACTION_DESC} on ${key} ..."
+            code=$(curl -sS -o resp.json -w "%{http_code}" \
+              -X PUT "${ISSUE_URL}" \
+              --user "$JIRA_AUTH" \
+              -H "Accept: application/json" \
+              -H "Content-Type: application/json" \
+              --data @"${PAYLOAD_FILE}" || echo "000")
+
+            if [[ "$code" == "204" || "$code" == "200" ]]; then
+              echo "OK ${key} (${code})"
+              ok=$((ok+1))
+            elif [[ "$code" == "400" ]]; then
+              echo "SKIP ${key} (${code}) – value may not exist in Jira"
+              skipped=$((skipped+1))
+              head -c 200 resp.json || true
+              echo
+            else
+              echo "FAIL ${key} (${code})"
+              failed=$((failed+1))
+              head -c 400 resp.json || true
+              echo
+            fi
+
+            sleep 0.2
+          done < keys.txt
+
+          echo "Summary: ok=${ok}, skipped=${skipped}, failed=${failed}"
+
+          if [ "$failed" -gt 0 ]; then
+            exit 1
+          fi
diff --git a/scripts/__pycache__/jira_sync_logic.cpython-312.pyc b/scripts/__pycache__/jira_sync_logic.cpython-312.pyc
deleted file mode 100644
index 2a3bfde524528095035830ddc21754335fa92f8c..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/scripts/create_jira_issue_from_gh_issue.py b/scripts/create_jira_issue_from_gh_issue.py
new file mode 100644
index 0000000..d968835
--- /dev/null
+++ b/scripts/create_jira_issue_from_gh_issue.py
@@ -0,0 +1,387 @@
+#!/usr/bin/env python3
+"""
+create_jira_issue_from_gh_issue.py - Create a Jira issue from a newly opened GitHub issue.
+
+Reads environment variables set by the GitHub Actions workflow and creates
+a corresponding Jira issue in the configured project, including:
+  - Title, description, labels, issue type mapping
+  - Assignee / reporter lookup (best-effort by display name)
+  - Clickable cross-links in both the Jira description footer and
+    the GitHub issue body footer
+  - Markdown-to-ADF conversion for the issue description
+
+Reuses HTTP helpers from jira_sync_modules to avoid code duplication.
+"""
+
+import json
+import os
+import re
+import sys
+from urllib.parse import quote
+
+from jira_sync_modules import (
+    _jira_get,
+    _jira_post,
+    _jira_put,
+    _gh_api,
+)
+
+# ---------------------------------------------------------------------------
+# Constants
+# ---------------------------------------------------------------------------
+JIRA_BASE_URL = "https://scylladb.atlassian.net"
+
+# ---------------------------------------------------------------------------
+# Environment
+# ---------------------------------------------------------------------------
+JIRA_AUTH = os.environ.get("JIRA_AUTH", "")          # email:api_token
+GITHUB_TOKEN = os.environ.get("GITHUB_TOKEN", "")
+JIRA_PROJECT_KEY = os.environ.get("JIRA_PROJECT_KEY", "")
+
+# GitHub issue payload fields (set by the workflow)
+ISSUE_TITLE = os.environ.get("ISSUE_TITLE", "")
+ISSUE_BODY = os.environ.get("ISSUE_BODY", "")
+ISSUE_NUMBER = os.environ.get("ISSUE_NUMBER", "")
+ISSUE_HTML_URL = os.environ.get("ISSUE_HTML_URL", "")
+ISSUE_LABELS = os.environ.get("ISSUE_LABELS", "")     # comma-separated
+ISSUE_TYPE = os.environ.get("ISSUE_TYPE", "")          # GitHub issue type name
+ISSUE_MILESTONE = os.environ.get("ISSUE_MILESTONE", "")
+OWNER_REPO = os.environ.get("OWNER_REPO", "")
+
+# Assignee / reporter (GitHub login + display name)
+GH_ASSIGNEE_NAME = os.environ.get("GH_ASSIGNEE_NAME", "")
+GH_REPORTER_NAME = os.environ.get("GH_REPORTER_NAME", "")
+
+
+# ---------------------------------------------------------------------------
+# Markdown -> ADF conversion
+# ---------------------------------------------------------------------------
+
+def _inline_markdown(text: str) -> list[dict]:
+    """Convert inline markdown (bold, italic, code, links) to ADF inline nodes."""
+    if not text:
+        return [{"type": "text", "text": ""}]
+
+    nodes: list[dict] = []
+    pattern = re.compile(
+        r"\*\*(.+?)\*\*"                       # group 1: bold
+        r"|`([^`]+)`"                           # group 2: inline code
+        r"|\[([^\]]+)\]\(([^)]+)\)"             # group 3,4: link text + url
+        r"|(?<!\*)\*([^*\n]+?)\*(?!\*)"         # group 5: italic
+    )
+
+    last_end = 0
+    for m in pattern.finditer(text):
+        if m.start() > last_end:
+            nodes.append({"type": "text", "text": text[last_end:m.start()]})
+
+        if m.group(1) is not None:
+            nodes.append({"type": "text", "text": m.group(1),
+                          "marks": [{"type": "strong"}]})
+        elif m.group(2) is not None:
+            nodes.append({"type": "text", "text": m.group(2),
+                          "marks": [{"type": "code"}]})
+        elif m.group(3) is not None:
+            nodes.append({"type": "text", "text": m.group(3),
+                          "marks": [{"type": "link", "attrs": {"href": m.group(4)}}]})
+        elif m.group(5) is not None:
+            nodes.append({"type": "text", "text": m.group(5),
+                          "marks": [{"type": "em"}]})
+
+        last_end = m.end()
+
+    if last_end < len(text):
+        remaining = text[last_end:]
+        if remaining:
+            nodes.append({"type": "text", "text": remaining})
+
+    return nodes if nodes else [{"type": "text", "text": text}]
+
+
+def _markdown_to_adf_nodes(text: str) -> list[dict]:
+    """Convert markdown text to a list of ADF block-level nodes."""
+    nodes: list[dict] = []
+    lines = text.split("\n")
+    i = 0
+
+    while i < len(lines):
+        line = lines[i]
+        stripped = line.strip()
+
+        # Blank line
+        if not stripped:
+            i += 1
+            continue
+
+        # Fenced code block
+        if stripped.startswith("```"):
+            lang = stripped[3:].strip()
+            code_lines: list[str] = []
+            i += 1
+            while i < len(lines) and not lines[i].strip().startswith("```"):
+                code_lines.append(lines[i])
+                i += 1
+            if i < len(lines):
+                i += 1
+            node: dict = {
+                "type": "codeBlock",
+                "content": [{"type": "text", "text": "\n".join(code_lines)}],
+            }
+            if lang:
+                node["attrs"] = {"language": lang}
+            nodes.append(node)
+            continue
+
+        # Heading
+        hm = re.match(r"^(#{1,6})\s+(.*)", line)
+        if hm:
+            nodes.append({
+                "type": "heading",
+                "attrs": {"level": len(hm.group(1))},
+                "content": _inline_markdown(hm.group(2).strip()),
+            })
+            i += 1
+            continue
+
+        # Horizontal rule
+        if re.match(r"^[-*_]{3,}\s*$", stripped):
+            nodes.append({"type": "rule"})
+            i += 1
+            continue
+
+        # Blockquote
+        if stripped.startswith(">"):
+            quote_lines: list[str] = []
+            while i < len(lines) and lines[i].strip().startswith(">"):
+                quote_lines.append(re.sub(r"^>\s?", "", lines[i]))
+                i += 1
+            inner = _markdown_to_adf_nodes("\n".join(quote_lines))
+            if not inner:
+                inner = [{"type": "paragraph",
+                          "content": [{"type": "text",
+                                       "text": "\n".join(quote_lines)}]}]
+            nodes.append({"type": "blockquote", "content": inner})
+            continue
+
+        # Bullet list
+        if re.match(r"^[\s]*[-*+]\s", line):
+            items: list[dict] = []
+            while i < len(lines) and re.match(r"^[\s]*[-*+]\s", lines[i]):
+                item_text = re.sub(r"^[\s]*[-*+]\s+", "", lines[i])
+                items.append({
+                    "type": "listItem",
+                    "content": [{"type": "paragraph",
+                                 "content": _inline_markdown(item_text)}],
+                })
+                i += 1
+            nodes.append({"type": "bulletList", "content": items})
+            continue
+
+        # Ordered list
+        if re.match(r"^[\s]*\d+[.)]\s", line):
+            items = []
+            while i < len(lines) and re.match(r"^[\s]*\d+[.)]\s", lines[i]):
+                item_text = re.sub(r"^[\s]*\d+[.)]\s+", "", lines[i])
+                items.append({
+                    "type": "listItem",
+                    "content": [{"type": "paragraph",
+                                 "content": _inline_markdown(item_text)}],
+                })
+                i += 1
+            nodes.append({"type": "orderedList", "content": items})
+            continue
+
+        # Regular paragraph
+        nodes.append({
+            "type": "paragraph",
+            "content": _inline_markdown(stripped),
+        })
+        i += 1
+
+    return nodes
+
+
+# ---------------------------------------------------------------------------
+# Helpers
+# ---------------------------------------------------------------------------
+
+def _map_issue_type(gh_type_name: str, labels: list[str]) -> str:
+    """Map a GitHub issue type / labels to a Jira issue type name."""
+    if gh_type_name:
+        low = gh_type_name.lower()
+        if low == "bug":
+            return "Bug"
+        if low in ("enhancement", "feature"):
+            return "Enhancement"
+        if low == "epic":
+            return "Epic"
+    label_set = {l.lower() for l in labels}
+    if "bug" in label_set:
+        return "Bug"
+    if "enhancement" in label_set:
+        return "Enhancement"
+    return "Task"
+
+
+def _find_jira_account_id(display_name: str) -> str | None:
+    """Best-effort lookup of a Jira accountId by display name."""
+    if not display_name:
+        return None
+    url = f"{JIRA_BASE_URL}/rest/api/3/user/search?query={quote(display_name)}&maxResults=50"
+    result = _jira_get(url, JIRA_AUTH)
+    if result and isinstance(result, list):
+        for user in result:
+            if user.get("displayName", "").lower() == display_name.lower():
+                return user["accountId"]
+    return None
+
+
+def _build_description_adf(body_text: str, gh_url: str) -> dict:
+    """Build an ADF document from the GH issue markdown body + a footer link."""
+    content_nodes = _markdown_to_adf_nodes(body_text) if body_text else []
+
+    # Divider before footer
+    content_nodes.append({"type": "rule"})
+
+    # Footer with clickable link to original GitHub issue
+    content_nodes.append({
+        "type": "paragraph",
+        "content": [
+            {"type": "text", "text": "Original GitHub issue: "},
+            {
+                "type": "text",
+                "text": gh_url,
+                "marks": [{"type": "link", "attrs": {"href": gh_url}}],
+            },
+        ],
+    })
+
+    return {"version": 1, "type": "doc", "content": content_nodes}
+
+
+# ---------------------------------------------------------------------------
+# Core logic
+# ---------------------------------------------------------------------------
+
+def create_jira_issue() -> str | None:
+    """Create a Jira issue and return its key, or None on failure."""
+    labels = [l.strip() for l in ISSUE_LABELS.split(",") if l.strip()]
+    issue_type = _map_issue_type(ISSUE_TYPE, labels)
+
+    # Determine priority from labels
+    priority = None
+    priority_labels = {"P0", "P1", "P2", "P3", "P4"}
+    for label in labels:
+        if label in priority_labels:
+            priority = label
+            break
+
+    description_adf = _build_description_adf(ISSUE_BODY, ISSUE_HTML_URL)
+
+    payload: dict = {
+        "fields": {
+            "project": {"key": JIRA_PROJECT_KEY},
+            "summary": ISSUE_TITLE,
+            "description": description_adf,
+            "issuetype": {"name": issue_type},
+            "labels": labels if labels else [],
+        }
+    }
+
+    if ISSUE_MILESTONE:
+        payload["fields"]["fixVersions"] = [{"name": ISSUE_MILESTONE}]
+
+    if priority:
+        payload["fields"]["priority"] = {"name": priority}
+
+    # Reporter
+    reporter_id = _find_jira_account_id(GH_REPORTER_NAME)
+    if reporter_id:
+        payload["fields"]["reporter"] = {"accountId": reporter_id}
+
+    print(f"Creating Jira issue in project {JIRA_PROJECT_KEY}")
+    print(f"  type     = {issue_type}")
+    print(f"  summary  = {ISSUE_TITLE!r}")
+    print(f"  labels   = {labels}")
+    print(f"  priority = {priority}")
+    print(f"  reporter = {GH_REPORTER_NAME!r} -> {reporter_id}")
+
+    url = f"{JIRA_BASE_URL}/rest/api/3/issue"
+    status, body = _jira_post(url, payload, JIRA_AUTH)
+
+    if status not in (200, 201):
+        print(f"ERROR: Jira issue creation failed (HTTP {status})")
+        print(body)
+        return None
+
+    jira_key = json.loads(body)["key"]
+    print(f"Created Jira issue: {jira_key}")
+
+    # Assign (separate call)
+    assignee_id = _find_jira_account_id(GH_ASSIGNEE_NAME)
+    if assignee_id:
+        print(f"  assignee = {GH_ASSIGNEE_NAME!r} -> {assignee_id}")
+        assign_url = f"{JIRA_BASE_URL}/rest/api/3/issue/{jira_key}/assignee"
+        a_status, a_body = _jira_put(assign_url, {"accountId": assignee_id}, JIRA_AUTH)
+        if a_status not in (200, 204):
+            print(f"WARNING: Could not assign {jira_key} (HTTP {a_status}): {a_body}")
+
+    return jira_key
+
+
+def append_jira_link_to_gh_issue(jira_key: str) -> None:
+    """Append a Jira link footer to the GitHub issue body."""
+    jira_url = f"{JIRA_BASE_URL}/browse/{jira_key}"
+    footer = f"\n\n---\nJira issue: [{jira_key}]({jira_url})"
+
+    current_body = ISSUE_BODY or ""
+    new_body = current_body + footer
+
+    owner, repo = OWNER_REPO.split("/", 1)
+    url = f"https://api.github.com/repos/{owner}/{repo}/issues/{ISSUE_NUMBER}"
+
+    status, body = _gh_api("PATCH", url, GITHUB_TOKEN, {"body": new_body})
+
+    if status == 200:
+        print(f"Updated GitHub issue #{ISSUE_NUMBER} with Jira link to {jira_key}")
+    else:
+        print(f"WARNING: Failed to update GitHub issue #{ISSUE_NUMBER} (HTTP {status})")
+        print(body)
+
+
+# ---------------------------------------------------------------------------
+# Main
+# ---------------------------------------------------------------------------
+
+def main():
+    print("=" * 60)
+    print(" create_jira_issue_from_gh_issue")
+    print("=" * 60)
+
+    if not JIRA_AUTH:
+        print("ERROR: JIRA_AUTH env var is not set.")
+        sys.exit(1)
+    if not JIRA_PROJECT_KEY:
+        print("ERROR: JIRA_PROJECT_KEY env var is not set.")
+        sys.exit(1)
+    if not ISSUE_TITLE:
+        print("ERROR: ISSUE_TITLE env var is not set.")
+        sys.exit(1)
+    if not GITHUB_TOKEN:
+        print("ERROR: GITHUB_TOKEN env var is not set.")
+        sys.exit(1)
+
+    jira_key = create_jira_issue()
+    if not jira_key:
+        print("ERROR: Failed to create Jira issue. Exiting.")
+        sys.exit(1)
+
+    append_jira_link_to_gh_issue(jira_key)
+
+    print("=" * 60)
+    print(f" Done. GitHub #{ISSUE_NUMBER} -> {jira_key}")
+    print("=" * 60)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

From f6e0007da35e878723a426accb84ae8db7a268d1 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 13:54:50 +0000
Subject: [PATCH 14/15] Remove debug output from Jira web-link sync helper

---
 .../__pycache__/jira_sync_logic.cpython-312.pyc | Bin 0 -> 32948 bytes
 .../jira_sync_modules.cpython-312.pyc           | Bin 0 -> 55554 bytes
 scripts/jira_sync_modules.py                    |   7 +------
 3 files changed, 1 insertion(+), 6 deletions(-)
 create mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 create mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/scripts/__pycache__/jira_sync_logic.cpython-312.pyc b/scripts/__pycache__/jira_sync_logic.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..68b085ce979dc1c9b4bf41aae76c2692cee34cc0
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diff --git a/scripts/jira_sync_modules.py b/scripts/jira_sync_modules.py
index f4e04c3..398c375 100644
--- a/scripts/jira_sync_modules.py
+++ b/scripts/jira_sync_modules.py
@@ -1277,8 +1277,6 @@ def add_pr_weblink_to_jira(
     jira_auth: str,
 ) -> None:
     """Ensure each Jira issue has a remote link to the PR URL (idempotent)."""
-    print(f"jira_keys_json={jira_keys_json}")
-
     if not jira_auth:
         print("Error: jira_auth is not set or empty.")
         sys.exit(1)
@@ -1294,10 +1292,7 @@ def add_pr_weblink_to_jira(
         return
 
     stripped_title = pr_title.strip() if pr_title else ""
-    if stripped_title:
-        link_title = stripped_title
-    else:
-        link_title = normalized_pr_url
+    link_title = stripped_title or normalized_pr_url
     payload = {
         "object": {
             "url": normalized_pr_url,

From 4a5fc0af0de9ee41057ee32620dd1b8297a76a8c Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 29 Jun 2026 14:02:43 +0000
Subject: [PATCH 15/15] Remove tracked Python cache artifacts

---
 .../__pycache__/jira_sync_logic.cpython-312.pyc | Bin 32948 -> 0 bytes
 .../jira_sync_modules.cpython-312.pyc           | Bin 55554 -> 0 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 scripts/__pycache__/jira_sync_logic.cpython-312.pyc
 delete mode 100644 scripts/__pycache__/jira_sync_modules.cpython-312.pyc

diff --git a/scripts/__pycache__/jira_sync_logic.cpython-312.pyc b/scripts/__pycache__/jira_sync_logic.cpython-312.pyc
deleted file mode 100644
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