diff --git a/CHANGELOG.md b/CHANGELOG.md
index eea69689..d080b2c9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,7 @@
 
 ### Added
 
+- 파이썬 분석 엔진에 CSV 형식의 큐시트 추출(csv_export) 기능을 추가하여, 곡 페이로드에서 구조화된 CSV 텍스트를 안정적으로 생성할 수 있도록 구현.
 - Display the analyzed song tempo (BPM) as a badge in the rehearsal workspace.
 - 각 합주 역할(Role)별 개인 연습 진행도를 0~100% 범위로 기록 및 시각화할 수 있는 연습 진척도(`practiceProgress`) 트래커 기능 추가. UI 컨트롤(슬라이더 및 +/- 버튼)과 한/영 다국어 지원 포함.
 
diff --git a/package-lock.json b/package-lock.json
index 1bd6edd6..fd86f87f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -4422,9 +4422,9 @@
       }
     },
     "node_modules/brace-expansion": {
-      "version": "5.0.6",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.6.tgz",
-      "integrity": "sha512-kLpxurY4Z4r9sgMsyG0Z9uzsBlgiU/EFKhj/h91/8yHu0edo7XuixOIH3VcJ8kkxs6/jPzoI6U9Vj3WqbMQ94g==",
+      "version": "5.0.7",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.7.tgz",
+      "integrity": "sha512-7oFy703dxfY3/NLxC1fh2SUCQ0H9rmAY+5EpDVfXjUTTs+HEwR2nYaqLv+GWcTsumwxPfiz6CzCNkwXwBUwqCA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
diff --git a/services/analysis-engine/src/bandscope_analysis/exports/__init__.py b/services/analysis-engine/src/bandscope_analysis/exports/__init__.py
index e239e5fe..1978df33 100644
--- a/services/analysis-engine/src/bandscope_analysis/exports/__init__.py
+++ b/services/analysis-engine/src/bandscope_analysis/exports/__init__.py
@@ -1,5 +1,6 @@
 """Compact rehearsal-artifact export builders for the analysis engine."""
 
 from bandscope_analysis.exports.chart import build_chart_text, build_cue_sheet_rows
+from bandscope_analysis.exports.csv_export import build_csv_text
 
-__all__ = ["build_chart_text", "build_cue_sheet_rows"]
+__all__ = ["build_chart_text", "build_cue_sheet_rows", "build_csv_text"]
diff --git a/services/analysis-engine/src/bandscope_analysis/exports/csv_export.py b/services/analysis-engine/src/bandscope_analysis/exports/csv_export.py
new file mode 100644
index 00000000..de9612ef
--- /dev/null
+++ b/services/analysis-engine/src/bandscope_analysis/exports/csv_export.py
@@ -0,0 +1,67 @@
+"""CSV cue-sheet export builder for the analysis engine.
+
+Turns the ``RehearsalSong`` dict built by :mod:`bandscope_analysis.api` into
+a valid CSV string representation using standard Python libraries.
+
+Security Notes:
+    - Pure dict-to-string transformation: no file, network, or process I/O.
+    - Never reads source-path fields and never emits filesystem paths.
+    - Mitigates CSV formula injection risks by escaping leading problematic characters.
+    - Safe failure: ``None``, empty, or malformed input yields a CSV with only headers.
+"""
+
+from __future__ import annotations
+
+import csv
+import io
+import re
+from collections.abc import Mapping
+
+from bandscope_analysis.exports.chart import build_cue_sheet_rows
+
+__all__ = ["build_csv_text"]
+
+_FORMULA_INJECTION_PATTERN = re.compile(r"^[\s\uFEFF\xA0]*[=+\-@\t\r\n]")
+
+
+def _escape_csv_field(value: str) -> str:
+    """Escape a field to prevent CSV formula injection."""
+    if _FORMULA_INJECTION_PATTERN.match(value):
+        return f"'{value}"
+    return value
+
+
+def build_csv_text(song: Mapping[str, object] | None) -> str:
+    """Build a CSV string representation of a song's cue sheet.
+
+    Extracts rows using ``build_cue_sheet_rows`` and writes them to an in-memory
+    string buffer using the standard library's ``csv.writer``. Ensures robust handling
+    of missing data and potential injection characters.
+    """
+    output = io.StringIO()
+    writer = csv.writer(output, dialect="excel")
+
+    # Write headers
+    writer.writerow(
+        [
+            "Section",
+            "Start",
+            "End",
+            "Cue",
+            "Roles",
+        ]
+    )
+
+    rows = build_cue_sheet_rows(song)
+    for row in rows:
+        writer.writerow(
+            [
+                _escape_csv_field(row.get("section", "")),
+                _escape_csv_field(row.get("start", "")),
+                _escape_csv_field(row.get("end", "")),
+                _escape_csv_field(row.get("cue", "")),
+                _escape_csv_field(", ".join(row.get("roles", []))),
+            ]
+        )
+
+    return output.getvalue()
diff --git a/services/analysis-engine/tests/test_csv_export.py b/services/analysis-engine/tests/test_csv_export.py
new file mode 100644
index 00000000..bb6870b0
--- /dev/null
+++ b/services/analysis-engine/tests/test_csv_export.py
@@ -0,0 +1,103 @@
+"""Tests for the CSV cue-sheet export builder."""
+
+from __future__ import annotations
+
+import csv
+import io
+
+from bandscope_analysis.exports import build_csv_text
+
+
+class TestCSVExport:
+    """Tests for ``build_csv_text``."""
+
+    def test_build_csv_text_success(self) -> None:
+        """Valid inputs produce correct CSV text."""
+        song = {
+            "title": "Test Song",
+            "sections": [
+                {
+                    "label": "intro",
+                    "timeRange": {"start": 0, "end": 10},
+                    "roles": [
+                        {
+                            "id": "role1",
+                            "name": "Guitar",
+                            "cue": {"value": "Play riff"},
+                        },
+                        {
+                            "id": "role2",
+                            "name": "Bass",
+                            "cue": {"value": "Root notes"},
+                        },
+                    ],
+                    "partGraph": [
+                        {"role_id": "role1", "is_active": True},
+                        {"role_id": "role2", "is_active": True},
+                    ],
+                }
+            ],
+        }
+
+        csv_text = build_csv_text(song)
+        reader = csv.reader(io.StringIO(csv_text))
+        rows = list(reader)
+
+        assert len(rows) == 2
+        assert rows[0] == ["Section", "Start", "End", "Cue", "Roles"]
+        assert rows[1] == ["intro", "00:00", "00:10", "Play riff; Root notes", "Guitar, Bass"]
+
+    def test_build_csv_text_empty_input(self) -> None:
+        """None or empty mapping yields a CSV with just headers."""
+        csv_text_none = build_csv_text(None)
+        csv_text_empty = build_csv_text({})
+
+        expected = "Section,Start,End,Cue,Roles\r\n"
+        assert csv_text_none == expected
+        assert csv_text_empty == expected
+
+    def test_build_csv_text_injection_mitigation(self) -> None:
+        """Formula injection characters are escaped."""
+        song = {
+            "sections": [
+                {
+                    "label": "=cmd|' /C calc'!A0",
+                    "timeRange": {"start": 5, "end": 15},
+                    "roles": [
+                        {
+                            "id": "r1",
+                            "name": "+hack",
+                            "cue": {"value": "-injection"},
+                        }
+                    ],
+                    "partGraph": [
+                        {"role_id": "r1", "is_active": True},
+                    ],
+                }
+            ]
+        }
+        csv_text = build_csv_text(song)
+        reader = csv.reader(io.StringIO(csv_text))
+        rows = list(reader)
+
+        assert len(rows) == 2
+        assert rows[1][0] == "'=cmd|' /C calc'!A0"
+        assert rows[1][3] == "'-injection"
+        assert rows[1][4] == "'+hack"
+
+    def test_build_csv_text_missing_time_range(self) -> None:
+        """Sections without a valid time range are omitted."""
+        song = {
+            "sections": [
+                {
+                    "label": "intro",
+                    "timeRange": "invalid",
+                }
+            ]
+        }
+        csv_text = build_csv_text(song)
+        reader = csv.reader(io.StringIO(csv_text))
+        rows = list(reader)
+
+        assert len(rows) == 1
+        assert rows[0] == ["Section", "Start", "End", "Cue", "Roles"]