From 736845655c4091c24aef179a9276b6d5dbd8d31a Mon Sep 17 00:00:00 2001
From: Joltras <72395471+Joltras@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:21:14 +0000
Subject: [PATCH 1/5] feat: start floors at cell 35 and grow them breadth first
 like isaac

---
 src/generators/generator.py      |  12 +-
 src/utils/globals.py             |   3 +
 test/generator_test.py           |  12 +
 test/resources/floor_hashes.json | 660 +++++++++++++++----------------
 4 files changed, 350 insertions(+), 337 deletions(-)

diff --git a/src/generators/generator.py b/src/generators/generator.py
index 844ef6c..1686508 100644
--- a/src/generators/generator.py
+++ b/src/generators/generator.py
@@ -162,17 +162,15 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
             self._stage_id, self._random
         )
 
-        # Add start room
-        start_room: Tuple[int, int] = (
-            self._random.randint(0, my_globals.FLOOR_WIDTH - 1),
-            self._random.randint(0, my_globals.FLOOR_HEIGHT - 1),
-        )
+        # Like in "The Binding of Isaac" the start room is always cell 35
+        start_room: Tuple[int, int] = my_globals.START_ROOM_POSITION
         floor.add_room(start_room[0], start_room[1], RoomType.START_ROOM)
         number_of_current_rooms = 1
         room_tuple_queue: deque = deque([start_room])  # Room coordinates
         room_tuple_list = []
         while number_of_current_rooms < number_of_rooms and len(room_tuple_queue) > 0:
-            room_tuple = room_tuple_queue.pop()
+            # A queue makes the floor grow evenly in all directions (breadth first)
+            room_tuple = room_tuple_queue.popleft()
             for direction in Direction.main_directions():
                 if number_of_current_rooms >= number_of_rooms:
                     break
@@ -184,7 +182,7 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
             room_tuple_list.append(room_tuple)
 
         while len(room_tuple_queue) > 0:
-            room_tuple_list.append(room_tuple_queue.pop())
+            room_tuple_list.append(room_tuple_queue.popleft())
         room_tuple_list.remove(start_room)
         while len(room_tuple_list) > 0:
             room_tuple = room_tuple_list.pop()
diff --git a/src/utils/globals.py b/src/utils/globals.py
index 8316b3b..cb62011 100644
--- a/src/utils/globals.py
+++ b/src/utils/globals.py
@@ -42,6 +42,9 @@ def list(cls):
 FLOOR_WIDTH: int = 9
 FLOOR_HEIGHT: int = 8
 MAX_ROOMS: int = 20
+# Position of the start room, cell 35 in "The Binding of Isaac"
+# where the column 0 of the grid is unused
+START_ROOM_POSITION = (4, 3)
 # A floor is generated again if it has less dead ends than the boss, item and shop room need
 REQUIRED_DEAD_ENDS: int = 3
 # Upper limit for generating a floor again, the last attempt is always kept
diff --git a/test/generator_test.py b/test/generator_test.py
index 0ba1dd0..53bf0fc 100644
--- a/test/generator_test.py
+++ b/test/generator_test.py
@@ -384,6 +384,18 @@ def test_special_rooms_are_never_next_to_the_start(self):
                             distance = abs(room[0] - start[0]) + abs(room[1] - start[1])
                             self.assertGreater(distance, 1)
 
+    def test_start_room_is_always_cell_35(self):
+        for seed in range(20):
+            with self.subTest(seed=seed):
+                generator = Generator(str(seed), "test", "", seed % 6)
+                generator.generate()
+                start = next(
+                    room
+                    for room in generator._floor.get_rooms()
+                    if room.get_type() == RoomType.START_ROOM
+                )
+                self.assertEqual((4, 3), (start[0], start[1]))
+
     def test_save_writes_the_generated_floor_to_the_given_path(self):
         self._generator.generate()
         with tempfile.TemporaryDirectory() as tmp_dir:
diff --git a/test/resources/floor_hashes.json b/test/resources/floor_hashes.json
index 1d1aea6..b6c8c04 100644
--- a/test/resources/floor_hashes.json
+++ b/test/resources/floor_hashes.json
@@ -1,332 +1,332 @@
 {
-  "0/0": "8d6dcf56d31d4b7c071a8ffd20aa2264f639354f43e02ea5cb5496f56d0cb98d",
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-  "0/2": "c1d97238a9d390af7c675ad2de63ffc182c1e3c541552cce4053246519c25554",
-  "0/3": "bf5e3d6d27f4b95c3fc63d3aff4c6fc95033a5597bed9971140a721f5897bcef",
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+  "5/15": "262453bdd0f08a14e4c9e4edb21bb6211bb73890422dcfd5d0bc04331b612c42",
+  "5/16": "2225d1e26387b03656262ba1b35d3f26d1bd95af0f4250ec17ec578f906fb383",
+  "5/17": "2de469c2543b455ed7cc9630324ddfcc0e58584bfff77fab147eb457fb6a0710",
+  "5/18": "dd44b178c2df40bfa92fcc9426c21237169a719207c733a5d00a1e3ce1d3bf1d",
+  "5/19": "7fbf318deabb3a33ab6dcf3335ef65a89698cb5afb8433c9db7509d067ff3613",
+  "5/20": "a0309cf81c2c8a36bbcf950cdc8c567679b3a4557b2a5e56e5746cd80b22fe96",
+  "5/21": "26c7e79374b4bb2a153d68f0cfeb867af130e7557175b485910959621423ce7e",
+  "5/22": "85b8d421fc3771bb2aaad9baffa97817dedf53925bef56dbe3ba669e1a65cbb9",
+  "5/23": "bef7d5898a657db9e77df69af0187311c9015a471ec77fababc352a8b8ff7dff",
+  "5/24": "590310f87d1051db5754b8844ee562f9f9f52ad6fc9209057541fc6dc120eeff",
+  "5/25": "a661920217a74c41beeea0254bb26aec53f51f5c8da6a4cd50ba996c303bf33c",
+  "5/26": "0e1f170ae096b4a8d2dfa6c47989b7fa89c2ce288764a8e66adb741fdd88c2a9",
+  "5/27": "d14c90c4e7c991428aab15bcd137c92725c1f2ad2d465c4cb0cb38b3aa38f06b",
+  "5/28": "b963fc97b9b6e9863883616adc3d01d192acbb33a29a0256fa972740a2ddc238",
+  "5/29": "551e15ee78faa75577a3fbc47e58dd57397057b22423f075e727cac4b55eeb3d",
+  "5/30": "7bd09a7edf1e1a6199d69e9944785c50bdba660a88132ecb2a981c8a4c2d25b1",
+  "5/31": "7753ff3e2411b71683f0a257e5e3b51c585b8622ac99593847832f6acf9f59b2",
+  "5/32": "f197df94004a0a1c835188a2c1980df0917e6d464822404cc8f2d92a0edd536e",
+  "5/33": "50f0e7db563642d7048b8a07c27e6b3a234e48db3d33d22ea8897fc83680ecd5",
+  "5/34": "7e269a061ed3233e21048d9edf40ee0ced823cb4cdccac9bb146caead79fce2e",
+  "5/35": "0130570ad55ddc503ec8e93c11e3706b6c1788044eae96dd40c22cf79f79a082",
+  "5/36": "cff9263f2ae6a5930b2b387add9802934fb6cea8bed569bf7a516acbda196f5c",
+  "5/37": "1ae3d132f06839e33bed2bfc2c4791a6b44f885156f5ad1a2ef79f8e93c73f2d",
+  "5/38": "e0a40725d0a66763c772e7e65a0d1e97cd75389e829dc124713da26ac049bf60",
+  "5/39": "083a4d930c130de4d35598b7c9c6475f707becec1466a4a859901201a1ddb8cd",
+  "5/40": "a41f787344f1fd5ca8d477926a7e5942d1ae88e0a23225bf0679bb11749a70c8",
+  "5/41": "6147316dba818f8ae2a13d6ca8445c7e544db4fd01f9dd03e7d64c66eec779ae",
+  "5/42": "abc7bf520c478c2089114cc7ecbf5c1228e766ec6f48d5c032e22b92d3a1fedc",
+  "5/43": "104f7486eba027d8ae2da74987bbfe5a41fba6bd9032a1e613028202b3b268b5",
+  "5/44": "cd90a842c2ce8af448fced7500b2b53daa75b974cdb20be2df159700d3ebc38a",
+  "5/45": "d6dbbc7cf6453be991d39073545bd0527fcf46195dc0c6b1f2825d9a2edc288e",
+  "5/46": "caeaff98e483a676f4b7dde4fb8dd8e9b33767d17c6dfacefcf49680f83c1be4",
+  "5/47": "04328c30f084864c19efea13c71acab6529a437cdc74c0f590de211f0a9e08f6",
+  "5/48": "ba896e018913282a837481e08740eab158806cbe6a20c7759d90b58c53b34f2a",
+  "5/49": "061563e3a71a1c5ae9512e9c674ea16c5c61fd2305bb91ea25e6f5470a8e04f8",
+  "5/abc": "69434e6498f7349a57614190c0df5171827f6e682b6304c1d0c97aeccdc95544",
+  "5/test-seed": "a349feba4e4e7d7d054d13b52ba9004804dcc2fafb8ec1fe73728811e9a1269a",
+  "5/a\"b": "cf91ca297fda5e84a60bf2336f16a08896f34f44015851a09497cd159a117b84",
+  "5/ä🙂": "fb0226be1bc70e27502f72d1638ecf3ee87013804989547b6ad60e684f326620",
+  "5/78d11f0d5a8bd74e510194e16e4b352a": "b7032a018cb8a246330685fa1e7bfaadaa5722587f53b7b625102743cd41eadb"
 }

From cb0787c9830daa3bd2114a21588a8b3e52b1faa3 Mon Sep 17 00:00:00 2001
From: Joltras <72395471+Joltras@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:22:05 +0000
Subject: [PATCH 2/5] feat: use the isaac room formula and regrow big floors
 from the start

---
 src/generators/generator.py      |  19 +-
 src/utils/globals.py             |   4 +
 src/utils/util_functions.py      |   7 +-
 test/resources/floor_hashes.json | 612 +++++++++++++++----------------
 test/util_test.py                |  11 +
 5 files changed, 340 insertions(+), 313 deletions(-)

diff --git a/src/generators/generator.py b/src/generators/generator.py
index 1686508..df58bdf 100644
--- a/src/generators/generator.py
+++ b/src/generators/generator.py
@@ -168,6 +168,7 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
         number_of_current_rooms = 1
         room_tuple_queue: deque = deque([start_room])  # Room coordinates
         room_tuple_list = []
+        reseeds = 0
         while number_of_current_rooms < number_of_rooms and len(room_tuple_queue) > 0:
             # A queue makes the floor grow evenly in all directions (breadth first)
             room_tuple = room_tuple_queue.popleft()
@@ -179,11 +180,21 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
                 )
                 if self._add_new_room(new_room_tuple, room_tuple_queue):
                     number_of_current_rooms += 1
-            room_tuple_list.append(room_tuple)
+            if room_tuple != start_room:
+                room_tuple_list.append(room_tuple)
+            if (
+                len(room_tuple_queue) == 0
+                and number_of_current_rooms < number_of_rooms
+                and number_of_rooms > my_globals.START_ROOM_RESEED_MIN_ROOMS
+                and reseeds < my_globals.MAX_START_ROOM_RESEEDS
+            ):
+                # Like in "The Binding of Isaac", big floors grow again from the start
+                room_tuple_queue.append(start_room)
+                reseeds += 1
 
-        while len(room_tuple_queue) > 0:
-            room_tuple_list.append(room_tuple_queue.popleft())
-        room_tuple_list.remove(start_room)
+        room_tuple_list.extend(
+            room_tuple for room_tuple in room_tuple_queue if room_tuple != start_room
+        )
         while len(room_tuple_list) > 0:
             room_tuple = room_tuple_list.pop()
             floor.add_room(room_tuple[0], room_tuple[1])
diff --git a/src/utils/globals.py b/src/utils/globals.py
index cb62011..c2259fb 100644
--- a/src/utils/globals.py
+++ b/src/utils/globals.py
@@ -45,6 +45,10 @@ def list(cls):
 # Position of the start room, cell 35 in "The Binding of Isaac"
 # where the column 0 of the grid is unused
 START_ROOM_POSITION = (4, 3)
+# Floors with more rooms than this grow again from the start room
+# when they run out of rooms to expand, at most this many times
+START_ROOM_RESEED_MIN_ROOMS: int = 16
+MAX_START_ROOM_RESEEDS: int = 10
 # A floor is generated again if it has less dead ends than the boss, item and shop room need
 REQUIRED_DEAD_ENDS: int = 3
 # Upper limit for generating a floor again, the last attempt is always kept
diff --git a/src/utils/util_functions.py b/src/utils/util_functions.py
index 1d22b14..85cfbc5 100644
--- a/src/utils/util_functions.py
+++ b/src/utils/util_functions.py
@@ -44,9 +44,10 @@ def calculate_room_amount(stage_id: int, rng: random.Random) -> int:
     @param rng: random number generator to use
     :return: room amount
     """
-    # Same formula as in "The Binding of Isaac", where the first floor is stage 1
-    stage = stage_id + 1
-    return min(my_globals.MAX_ROOMS, rng.randint(0, 1) + 5 + stage * 10 // 3)
+    # Formula of "The Binding of Isaac": random(2) + 5 + level * 2.6,
+    # where the first floor is level 1. Integers avoid rounding errors.
+    level = stage_id + 1
+    return min(my_globals.MAX_ROOMS, rng.randint(0, 1) + 5 + level * 26 // 10)
 
 
 def place_room(rng: random.Random) -> bool:
diff --git a/test/resources/floor_hashes.json b/test/resources/floor_hashes.json
index b6c8c04..7391a15 100644
--- a/test/resources/floor_hashes.json
+++ b/test/resources/floor_hashes.json
@@ -1,332 +1,332 @@
 {
-  "0/0": "462d843b26c14ea4649ce9b18a8a0855e48b264711b0d9ae6e919a944a26cfde",
-  "0/1": "220355ef11104f6f249d46ba6da23257960bf61ea7c5ad5edf2a50727e6cf0f0",
-  "0/2": "e82eee3684fb8fb9d37356e40b18eefd4a3315d0e0c15f5cbfbd9fca225c7986",
-  "0/3": "c344447adc9965d13a97d0e772fc74f6ef9ae54d5fb53102fc7e929d2c02a206",
-  "0/4": "83a404843c2ec9ee06e40890b235c0013ee9fdcb590b27b5732a263ba06988a4",
-  "0/5": "d5df0355a3c7582633a314d5360ac2b55b75363d939c371a9205e11a5e8e0f01",
-  "0/6": "0a24c500ab30722f1c03a91fe92afbaec0eeaa9d2bfa8f8f11e119a57d13ee6f",
-  "0/7": "68f6ea8faca857a41491a5eaec9b421c91e364a20abc530a76a0820609b11b92",
-  "0/8": "09857ca5113d84cfc5777535eefed3b4cc36d889f0b11fe1c158e7b083a33267",
-  "0/9": "ddf5f59f0d73cafb8ad53c0505d030557c2fa2d716c122f704d6383830352c5c",
-  "0/10": "6a4c3f97c8322ac8d87e04c738be763ad9697543c74f68b4866f3708d1cf3def",
-  "0/11": "32d1b83ae1730a7f10ed397a6c2151e63d73fb69bd1c5893e06f5f8c1a09cab9",
-  "0/12": "178d43d3691e98a48b85a487bd42ca7cd798f75974ec207741df05e07fad2bae",
-  "0/13": "11d4e0241dfbea541c3511741dfa128e94503b30206dc0c10b204473fe800826",
-  "0/14": "b0508d8ac93cddfa0b62291d0ae205f6d22038043b1ca70fc288d78e69539760",
-  "0/15": "52d4f02a2e1778384a0c0710558859160f0c495e76a7e3d3a096ea41dc99a169",
-  "0/16": "076e4ba27a6dd33808c8a50ffc24af12e44fbb5843423d616e10516b9d567dce",
-  "0/17": "55f2f8a24300dd52a1ea6b6e1cda334fcef18cf67361a1f29d09d3bf024233ed",
-  "0/18": "6a5f448901fe2f2272db8b403c281b06abee8085a91efaa972a683dd3fa9c7a3",
-  "0/19": "57c322bc0a747ffee3080c70b7e196a1912bf46cee4a697ef7653b29584aaa35",
-  "0/20": "0ce6fe3d9ef110557c2972e7f7b6c75f3ab682a46b3b9c2ed68ecbb83e0e7138",
-  "0/21": "c20d3cc21db3ac8405aec694bbf489f5ac006a540e7d5504bc3f4a42cb2c2ee3",
-  "0/22": "84987a06b79174797b31abaa71cb890157cf045afec8c18657a19eb0475b6268",
-  "0/23": "d88d86c6eb7d7765468d6858c16f9c19dd4e75be68f78846ad81f1d35c071759",
-  "0/24": "3dba8969625766866b6a8db74c6f619a4d08ff4a0e1ced8673ae30e8f1efabae",
-  "0/25": "c61c725aa92c362ec6a9bdab1f3df21d0ef9cccfd475866a253a4b922504d269",
-  "0/26": "12222bd88b4d3b1c3f09223ce776f755cdfd5407d805cb0a715fa79b5fa5c603",
-  "0/27": "8ef26740ae1438f2b421bb8ff814595076fde089b9d4241e404c1ce0fb46f2d1",
-  "0/28": "0d391f8b4ec4e00acadfd4f91a51dcd224aa3e52fe30da45279a340409e9af9f",
-  "0/29": "977d97cde1449f16e96ff6b0966ebb0c485d295c578fc28e419f0916b494210d",
-  "0/30": "71d1ca9096c39095908cb78a15d44859810fd952b11809129216e623f890e82a",
-  "0/31": "3df47ef8cb3911a5c222f10492ca1ccd2361ef2f9d68730d9d777cd02b2da4aa",
-  "0/32": "47fa69e69164dff0b7b9e70a549f3b58f04bee5bf5159278a6abfd044b6aaa5e",
-  "0/33": "cbcaa4601be05bf812244e5a68ad117c6fa1951349ba2591671deed478bf583f",
-  "0/34": "bd97931fdffa5a206054d5c4d31c84ae97c2e5aabe4febad0e4925a6bb447421",
-  "0/35": "3961dd73fb3dfd3c0c6b93eb7bbab6ca0b62961d7dba793b98a3c1219a4bf2f7",
-  "0/36": "069333861cab22da24d3c85a65069ef01089ede8c0aa264302ff50aabb100e83",
-  "0/37": "77a93b19f6efc81f85ec43ce36102df8f6afa68f17da6c85e35c0a6ce6e44ebd",
-  "0/38": "3c7f0313f9ba740d1044c718850a16053e6f11514a2476f256afe6dfa570a722",
-  "0/39": "93a8d25ec14a8e34233315b3594720fe098146694ef60984883d3f3961a55c7a",
-  "0/40": "9ffceea0fab493854643fe516ca5bfa5041196fffc3b0d15e5c313498c9eb8cd",
-  "0/41": "be28409e41e766d20613881666a1679c470fc09773a1802ac90a68c4d1bed31f",
-  "0/42": "9a8ecad9c7cfb7621d2fd96ae9ea0105487f1c3346cd24f434c03c2136a85223",
-  "0/43": "02d2f27cd660f709b89a99d4ccc7ea0e9a623f59851f2764ed471406140a733b",
-  "0/44": "26d097666d4f0f6ee312a18f062ab481fb563e7f98d80b3b319307a68dcb417d",
-  "0/45": "4488addc38fbc314749e920916831835ee94dc33a1d029ba0cdd0af713cd6934",
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-  "0/48": "f3f82860f06cd1aeaaafd4cb8c7e4570957f767b77b44f42f8dbd5e2f5097bce",
-  "0/49": "edda584a440033465a664ed8adae077bf4f5a253c0f1acc10871f4cbb0247459",
-  "0/abc": "723145bf698fdfbc705c01b2f8cfa8c90735e0795aece52d99958476b5aef3e7",
-  "0/test-seed": "8d3b7c7f5ec00f25aed2b9edcfc53d2d3501f4395b88c8d99c00b7dd5e3e9b8f",
-  "0/a\"b": "c72b5eee44ea3caaf3a1869305effa2ec2e077daa33817343768a2395ceda971",
-  "0/ä🙂": "124e18d6471b283f5ee23f246c6a3e8d2c2bb7f71eb054cea7c2f0529b0cce25",
-  "0/78d11f0d5a8bd74e510194e16e4b352a": "0cfbe18d7be1df197b13857cdbe1a3948fcdf1a845cde7556c82e67ec25a7caa",
-  "1/0": "1ba1f459f532ac79710c6393864f88a178e127280f82a1557c75c34834c6bf15",
-  "1/1": "ae0e43f0af5dfb303b53d7e1d1a33d52663796ff4987afbcd12215d6b7681b31",
-  "1/2": "6fb20920574822922092f2aece783ff3f3885cd3fedba01c58c23fcbc4c68720",
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+  "5/17": "532aabd1cc1910a1aeb5a9968b91d3c62e5369001c67ef70b18203ec29024a4a",
+  "5/18": "2f2c8b9d46e291a7eff7ae44f0f5dab232aa0587b2e0d598927214773dc31da1",
   "5/19": "7fbf318deabb3a33ab6dcf3335ef65a89698cb5afb8433c9db7509d067ff3613",
-  "5/20": "a0309cf81c2c8a36bbcf950cdc8c567679b3a4557b2a5e56e5746cd80b22fe96",
-  "5/21": "26c7e79374b4bb2a153d68f0cfeb867af130e7557175b485910959621423ce7e",
-  "5/22": "85b8d421fc3771bb2aaad9baffa97817dedf53925bef56dbe3ba669e1a65cbb9",
+  "5/20": "55bb8693fe5142cdf2b950bd88eccb18b73018f429d78c4cc8260cc07c3ed2a5",
+  "5/21": "91f6cfd9f1596fcfc8aa881981bb441253c65caa8df95ec357f1093e488177fb",
+  "5/22": "ef50c689ea580bfee58ae55ca669c415eb53d7fd2e2e53e0d1c312e3018ce44f",
   "5/23": "bef7d5898a657db9e77df69af0187311c9015a471ec77fababc352a8b8ff7dff",
   "5/24": "590310f87d1051db5754b8844ee562f9f9f52ad6fc9209057541fc6dc120eeff",
   "5/25": "a661920217a74c41beeea0254bb26aec53f51f5c8da6a4cd50ba996c303bf33c",
-  "5/26": "0e1f170ae096b4a8d2dfa6c47989b7fa89c2ce288764a8e66adb741fdd88c2a9",
+  "5/26": "2b91fcf8f7de21560c254f7013624c6de7126c012d4cd2364983375fe0add46a",
   "5/27": "d14c90c4e7c991428aab15bcd137c92725c1f2ad2d465c4cb0cb38b3aa38f06b",
-  "5/28": "b963fc97b9b6e9863883616adc3d01d192acbb33a29a0256fa972740a2ddc238",
-  "5/29": "551e15ee78faa75577a3fbc47e58dd57397057b22423f075e727cac4b55eeb3d",
-  "5/30": "7bd09a7edf1e1a6199d69e9944785c50bdba660a88132ecb2a981c8a4c2d25b1",
-  "5/31": "7753ff3e2411b71683f0a257e5e3b51c585b8622ac99593847832f6acf9f59b2",
-  "5/32": "f197df94004a0a1c835188a2c1980df0917e6d464822404cc8f2d92a0edd536e",
-  "5/33": "50f0e7db563642d7048b8a07c27e6b3a234e48db3d33d22ea8897fc83680ecd5",
+  "5/28": "a50d486d07529ef505c5e74b8477376a6713c20e63e454a0fff8604585202715",
+  "5/29": "b0c14e993aafdd179bb7d6c7a5f66525b658b89984706945840ae187afb8e359",
+  "5/30": "122911ef4d186fcb4234bf3f7fb237604a4f80a4cb8c2f8db97fa90ec40db9f5",
+  "5/31": "14f2b0b5a586580d99dd2f54a96826e23e69d3597c6365864021dc4b1e6ff1b0",
+  "5/32": "823e387ce0bc9770982ef8de396a7db9b31e55fbb51f28b093c86e0920decd84",
+  "5/33": "3cf4226a2e13cd78fba259d18eb83b1ed7d9a4054c2f3386e9051923a5ab559a",
   "5/34": "7e269a061ed3233e21048d9edf40ee0ced823cb4cdccac9bb146caead79fce2e",
-  "5/35": "0130570ad55ddc503ec8e93c11e3706b6c1788044eae96dd40c22cf79f79a082",
+  "5/35": "64fe978e5966cb4141628708acf5caaa6b2fd9635c0509fb066e09f351dd133d",
   "5/36": "cff9263f2ae6a5930b2b387add9802934fb6cea8bed569bf7a516acbda196f5c",
-  "5/37": "1ae3d132f06839e33bed2bfc2c4791a6b44f885156f5ad1a2ef79f8e93c73f2d",
+  "5/37": "ed06010bd93c3b0fd8b3b5da528bf4fec616e9e0682115eea8e24090b59f3648",
   "5/38": "e0a40725d0a66763c772e7e65a0d1e97cd75389e829dc124713da26ac049bf60",
-  "5/39": "083a4d930c130de4d35598b7c9c6475f707becec1466a4a859901201a1ddb8cd",
+  "5/39": "45de5b1f16b8e50aeedf67765bd109707000acb0ec46b8782d49c740e347ced0",
   "5/40": "a41f787344f1fd5ca8d477926a7e5942d1ae88e0a23225bf0679bb11749a70c8",
-  "5/41": "6147316dba818f8ae2a13d6ca8445c7e544db4fd01f9dd03e7d64c66eec779ae",
+  "5/41": "b8839bfb3c41ad468496430bf9158799c0b42cee58ede4d1be594401583c9b5c",
   "5/42": "abc7bf520c478c2089114cc7ecbf5c1228e766ec6f48d5c032e22b92d3a1fedc",
-  "5/43": "104f7486eba027d8ae2da74987bbfe5a41fba6bd9032a1e613028202b3b268b5",
-  "5/44": "cd90a842c2ce8af448fced7500b2b53daa75b974cdb20be2df159700d3ebc38a",
-  "5/45": "d6dbbc7cf6453be991d39073545bd0527fcf46195dc0c6b1f2825d9a2edc288e",
+  "5/43": "e30d418fd3957d892aabd80e04202503af604d8e354edbde73c298b65c38972b",
+  "5/44": "1edce2fa2bb98a3d3e41268fedbca6a768e5bc3d89ad1247d34e3d9379c8c3b6",
+  "5/45": "63c631cd67c3257c49e2a598acdb59da7120d475a7168152c7f6e496b057e3d1",
   "5/46": "caeaff98e483a676f4b7dde4fb8dd8e9b33767d17c6dfacefcf49680f83c1be4",
   "5/47": "04328c30f084864c19efea13c71acab6529a437cdc74c0f590de211f0a9e08f6",
-  "5/48": "ba896e018913282a837481e08740eab158806cbe6a20c7759d90b58c53b34f2a",
+  "5/48": "eeca799127c8a76bd71483fb3fb7e08075ca90834fc33ed061c2e8e6ef0beea4",
   "5/49": "061563e3a71a1c5ae9512e9c674ea16c5c61fd2305bb91ea25e6f5470a8e04f8",
-  "5/abc": "69434e6498f7349a57614190c0df5171827f6e682b6304c1d0c97aeccdc95544",
+  "5/abc": "bb897da521b1d9c0e345aa9137971031a9eed09e63cd9770eeead55652500916",
   "5/test-seed": "a349feba4e4e7d7d054d13b52ba9004804dcc2fafb8ec1fe73728811e9a1269a",
   "5/a\"b": "cf91ca297fda5e84a60bf2336f16a08896f34f44015851a09497cd159a117b84",
-  "5/ä🙂": "fb0226be1bc70e27502f72d1638ecf3ee87013804989547b6ad60e684f326620",
-  "5/78d11f0d5a8bd74e510194e16e4b352a": "b7032a018cb8a246330685fa1e7bfaadaa5722587f53b7b625102743cd41eadb"
+  "5/ä🙂": "09b118f3b95041cf0ac0cb8cb3cccd89b936bef226bb3c0d299bccaf6ca2a6be",
+  "5/78d11f0d5a8bd74e510194e16e4b352a": "9db13b37929df8c7add95943e3ef9354df4151e9863bc0c04ab115c1168a82a4"
 }
diff --git a/test/util_test.py b/test/util_test.py
index b347ed5..9657502 100644
--- a/test/util_test.py
+++ b/test/util_test.py
@@ -8,6 +8,17 @@ def test_calculate_room_amount(self):
         rooms = util_functions.calculate_room_amount(2, random.Random(1))
         self.assertTrue(0 < rooms <= globals.MAX_ROOMS)
 
+    def test_calculate_room_amount_follows_the_isaac_formula(self):
+        # random(2) + 5 + level * 2.6 with level 1 for the first floor
+        expected = {0: {7, 8}, 1: {10, 11}, 2: {12, 13}, 3: {15, 16}, 4: {18, 19}}
+        for stage_id, amounts in expected.items():
+            with self.subTest(stage_id=stage_id):
+                results = {
+                    util_functions.calculate_room_amount(stage_id, random.Random(seed))
+                    for seed in range(50)
+                }
+                self.assertEqual(amounts, results)
+
     def test_place_room(self):
         util_functions.place_room(random.Random(1))
 

From c4007645d7ab366d73af272742081083cad2b2c2 Mon Sep 17 00:00:00 2001
From: Joltras <72395471+Joltras@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:23:52 +0000
Subject: [PATCH 3/5] feat: place the boss room on the last and farthest dead
 end like isaac

---
 src/generators/generator.py      | 102 +++--
 test/generator_test.py           |  41 ++
 test/resources/floor_hashes.json | 658 +++++++++++++++----------------
 3 files changed, 448 insertions(+), 353 deletions(-)

diff --git a/src/generators/generator.py b/src/generators/generator.py
index df58bdf..2d57354 100644
--- a/src/generators/generator.py
+++ b/src/generators/generator.py
@@ -10,7 +10,7 @@
 import random
 from collections import deque
 from datetime import datetime
-from typing import List, Optional, Tuple
+from typing import Dict, List, Optional, Tuple
 
 from floors.floor import Floor
 from rooms.room import Room
@@ -133,28 +133,37 @@ def generate(self, new_seed=None) -> None:
             self._seed = new_seed
         for attempt in range(my_globals.MAX_GENERATION_ATTEMPTS):
             last_attempt = attempt == my_globals.MAX_GENERATION_ATTEMPTS - 1
-            start_room, complete = self._place_rooms()
-            dead_ends = self.mark_dead_ends()
+            start_room, complete, end_cells = self._place_rooms()
+            dead_ends = self._order_like(self.mark_dead_ends(), end_cells)
+            rooms = self._floor.get_rooms()
             usable = [
                 index
                 for index in dead_ends
-                if not self._is_next_to(self._floor.get_rooms()[index], start_room)
+                if not self._is_next_to(rooms[index], start_room)
             ]
+            boss_next_to_start = len(dead_ends) > 0 and self._is_next_to(
+                rooms[dead_ends[-1]], start_room
+            )
             if last_attempt or (
-                complete and len(usable) >= my_globals.REQUIRED_DEAD_ENDS
+                complete
+                and len(usable) >= my_globals.REQUIRED_DEAD_ENDS
+                and not boss_next_to_start
             ):
                 break
-        self.add_boss_room(dead_ends, start_room)
+        self.add_boss_room(dead_ends)
         self.add_special_rooms(dead_ends)
         self.place_secret_room()
         self.place_super_secret_room()
         self._floor.add_doors_to_rooms()
 
-    def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
+    def _place_rooms(
+        self,
+    ) -> Tuple[Tuple[int, int], bool, List[Tuple[int, int]]]:
         """
         Creates a new floor and places the start room and the normal rooms.
-        @return: position of the start room and
+        @return: position of the start room,
             if the room amount for the floor has been reached
+            and the dead ends in the order they were found
         """
         self._create_floor()
         floor = self._floor
@@ -168,10 +177,12 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
         number_of_current_rooms = 1
         room_tuple_queue: deque = deque([start_room])  # Room coordinates
         room_tuple_list = []
+        end_cells: List[Tuple[int, int]] = []
         reseeds = 0
         while number_of_current_rooms < number_of_rooms and len(room_tuple_queue) > 0:
             # A queue makes the floor grow evenly in all directions (breadth first)
             room_tuple = room_tuple_queue.popleft()
+            added_rooms = 0
             for direction in Direction.main_directions():
                 if number_of_current_rooms >= number_of_rooms:
                     break
@@ -180,8 +191,12 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
                 )
                 if self._add_new_room(new_room_tuple, room_tuple_queue):
                     number_of_current_rooms += 1
+                    added_rooms += 1
             if room_tuple != start_room:
                 room_tuple_list.append(room_tuple)
+                if added_rooms == 0:
+                    # A room that does not add a neighbour is a dead end
+                    end_cells.append(room_tuple)
             if (
                 len(room_tuple_queue) == 0
                 and number_of_current_rooms < number_of_rooms
@@ -192,13 +207,57 @@ def _place_rooms(self) -> Tuple[Tuple[int, int], bool]:
                 room_tuple_queue.append(start_room)
                 reseeds += 1
 
-        room_tuple_list.extend(
-            room_tuple for room_tuple in room_tuple_queue if room_tuple != start_room
-        )
+        # Rooms that are still queued did not add neighbours either
+        remaining = [cell for cell in room_tuple_queue if cell != start_room]
+        room_tuple_list.extend(remaining)
+        end_cells.extend(remaining)
         while len(room_tuple_list) > 0:
             room_tuple = room_tuple_list.pop()
             floor.add_room(room_tuple[0], room_tuple[1])
-        return start_room, number_of_current_rooms >= number_of_rooms
+        return start_room, number_of_current_rooms >= number_of_rooms, end_cells
+
+    def _order_like(
+        self, dead_ends: List[int], end_cells: List[Tuple[int, int]]
+    ) -> List[int]:
+        """
+        Sorts the indices of the dead ends by their number of steps from the start
+        room and then by the order their cells were found, like the end room list
+        of "The Binding of Isaac". Sorting by steps keeps the farthest dead end last
+        even when big floors grew again from the start.
+        @param dead_ends: indices of the dead ends
+        @param end_cells: cells of the dead ends in the order they were found
+        @return: sorted indices, the last one is the farthest from the start
+        """
+        rooms = self._floor.get_rooms()
+        order = {cell: position for position, cell in enumerate(end_cells)}
+        steps = self._steps_from(my_globals.START_ROOM_POSITION)
+
+        def key(index: int) -> Tuple[int, int]:
+            cell = (rooms[index][0], rooms[index][1])
+            return steps.get(cell, 0), order.get(cell, -1)
+
+        return sorted(dead_ends, key=key)
+
+    def _steps_from(self, start: Tuple[int, int]) -> Dict[Tuple[int, int], int]:
+        """
+        Counts the steps from the start to every room of the floor grid.
+        @param start: cell to start from
+        @return: number of steps for every reachable cell
+        """
+        steps = {start: 0}
+        queue = deque([start])
+        while queue:
+            cell = queue.popleft()
+            for direction in Direction.main_directions():
+                neighbour = util_functions.add_direction_to_coordinates(direction, cell)
+                if (
+                    neighbour not in steps
+                    and self._floor.is_within_border(neighbour)
+                    and self._floor.contains_room(neighbour)
+                ):
+                    steps[neighbour] = steps[cell] + 1
+                    queue.append(neighbour)
+        return steps
 
     @staticmethod
     def _is_next_to(room: Room, position: Tuple[int, int]) -> bool:
@@ -234,24 +293,19 @@ def _add_rooms_next_to_room(self, room, directions) -> None:
         for direction in directions:
             floor.add_room_next_to(room, direction, RoomType.BOSS_ROOM)
 
-    def add_boss_room(self, dead_end_indices: list, start_room: tuple) -> None:
+    def add_boss_room(self, dead_end_indices: list) -> None:
         """
-        Turns one of the dead ends farthest away from the start room into the boss room.
-        A dead end with free space next to it is preferred, otherwise the boss room
-        is moved away and connected to the floor with a teleport room.
-        @param dead_end_indices: indices for all dead ends
-        @param start_room: coordinates of the start room in a tuple
+        Turns the last found dead end into the boss room. Because the floor grows
+        breadth first, it is one of the rooms farthest away from the start room.
+        If it has no free space next to it, the dead end found before it is tried,
+        otherwise the boss room is moved away and connected with a teleport room.
+        @param dead_end_indices: indices of all dead ends in the order they were found
         """
         if len(dead_end_indices) == 0:
             return
         floor = self._floor
         rooms = floor.get_rooms()
-        farthest_first = sorted(
-            dead_end_indices,
-            key=lambda index: -util_functions.calculate_distance(
-                start_room, rooms[index]
-            ),
-        )
+        farthest_first = list(reversed(dead_end_indices))
         candidates = farthest_first[: my_globals.BOSS_ROOM_CANDIDATES]
         boss_room_index = next(
             (index for index in candidates if self._free_boss_locations(rooms[index])),
diff --git a/test/generator_test.py b/test/generator_test.py
index 53bf0fc..73a598b 100644
--- a/test/generator_test.py
+++ b/test/generator_test.py
@@ -396,6 +396,47 @@ def test_start_room_is_always_cell_35(self):
                 )
                 self.assertEqual((4, 3), (start[0], start[1]))
 
+    def test_boss_room_is_one_of_the_farthest_dead_ends(self):
+        for stage_id in (0, 2, 5):
+            for seed in range(100):
+                with self.subTest(stage_id=stage_id, seed=seed):
+                    generator = Generator(str(seed), "test", "", stage_id)
+                    generator.generate()
+                    floor = generator._floor
+                    rooms = floor.get_rooms()
+                    if any(isinstance(room, TeleportRoom) for room in rooms):
+                        continue
+                    steps = {
+                        room.get_id(): ring
+                        for ring, rooms_in_ring in enumerate(floor.rooms_by_distance())
+                        for room in rooms_in_ring
+                    }
+                    boss = min(
+                        steps[room.get_id()]
+                        for room in rooms
+                        if room.get_type() == RoomType.BOSS_ROOM
+                    )
+                    farther_dead_ends = [
+                        room
+                        for room in rooms
+                        if room.get_type()
+                        in (RoomType.DEAD_END, RoomType.ITEM_ROOM, RoomType.SHOP_ROOM)
+                        and steps[room.get_id()] > boss
+                    ]
+                    # The farthest or, without space for the boss, the second farthest
+                    self.assertLessEqual(len(farther_dead_ends), 1)
+
+    def test_boss_room_is_never_next_to_the_start(self):
+        for stage_id in (0, 1, 2):
+            for seed in range(100):
+                with self.subTest(stage_id=stage_id, seed=seed):
+                    generator = Generator(str(seed), "test", "", stage_id)
+                    generator.generate()
+                    for room in generator._floor.get_rooms():
+                        if room.get_type() == RoomType.BOSS_ROOM:
+                            distance = abs(room[0] - 4) + abs(room[1] - 3)
+                            self.assertGreater(distance, 1)
+
     def test_save_writes_the_generated_floor_to_the_given_path(self):
         self._generator.generate()
         with tempfile.TemporaryDirectory() as tmp_dir:
diff --git a/test/resources/floor_hashes.json b/test/resources/floor_hashes.json
index 7391a15..8a7473d 100644
--- a/test/resources/floor_hashes.json
+++ b/test/resources/floor_hashes.json
@@ -1,332 +1,332 @@
 {
-  "0/0": "f0835b84b291f6c80195b0519220a6446b7b5dd4c62b9a1ed2a649877652c1ba",
-  "0/1": "144f05c409749f7f7f575625b46dc72e18eea1ec09eca6b50e9515ba4b83cef2",
-  "0/2": "2a70a3c90c6905362699720513399ed1a2798808387ec884a21a285200fa1381",
-  "0/3": "ba84d6fd0521e256c1962ab35a7fd2d9bcbab598eeb4391f82e30aef417a0e84",
-  "0/4": "759ece9b9fe7bbbfc92a242f05a93b18168f54c4ad17f5a6e9f248c5e3b4af63",
-  "0/5": "cb83b6978750ee856ac3b6e283436d024aff43cdfe734ad117e3dbddc8b9f689",
-  "0/6": "ae71ecee51fe93ae6240fc389c0903641fa85a9d6c2011fde18afce44764d9cd",
-  "0/7": "dee5669e4f6696d397cd894fa3bc249dbb35431de2096130f0c83ee2dad3124e",
-  "0/8": "56052bc785dece337eaefb6806a55a1461ddf9ac98d2d160434c802875e2b52d",
-  "0/9": "6223d14cfe5c2f0d6f7ec2efa481f5ef0ef7e1551b2db168f1ccb622f5569da7",
-  "0/10": "40537915318e3dbffd80c0457c8d203f156266cd2cea10364495b511a5bc1b3d",
-  "0/11": "c626692fcec1d438df7812d8d16ccef2af50f693a8a43c2cdea402199cbcd34b",
-  "0/12": "65b0eb40fc620c9b8a111479296b0fe3902390b757ccc75ad6bd241ababff3ef",
-  "0/13": "3c6d14d7d30b134eb172e0820ff73cec022f9d27bce57593b485cc957e2356b9",
-  "0/14": "8282bb682d430e9a593f353fabb488de4654e34ada167ed97e92b9b8b26e817b",
-  "0/15": "5b3e5f75b3f8c645fb88ca2204f712e3c4b82de293864a6213b930901af1c577",
-  "0/16": "8bbf9aef6d2e2e1a5ec740990d402dbada88b195c8d1746e391d85320e4f0941",
-  "0/17": "81960e1fb5da7e1f5c72104d50d871f5b3adf2c580bbf6876977e54d312f8723",
-  "0/18": "1af1239b276299c61352ec046b172ffc48a5d5c940fd00fee5dcb30420390ee9",
-  "0/19": "49e896b3ec2cc86902f6820042746f64e8286f6d7420f6c3194529899a8980ec",
-  "0/20": "10acf79fec1837eb86bb77e4f6b7d83144888735fd03a9fc89566c9e3099cb9d",
-  "0/21": "b4354d6abb3735a9137de45aa52bcbba030be7869b2b7cd5bc00c3b08d32108c",
-  "0/22": "cb5546fd3ea0cee9a6e7491c58fb915ceea0e5f04162e0f9010c31be9f48b3f5",
-  "0/23": "4399f5452b3caa096a92295d051f0a01316de7e3c051df797916986b8c99f032",
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+  "4/abc": "ee664e8954e458d9e30825946715be620b352355e43e03783a8ba6cb2e4ea8e6",
+  "4/test-seed": "5e2715a3d40a073ae55e77148336971b7a7ab2dbaf975a3aac5f970ec0e5f3a8",
+  "4/a\"b": "dd3203cf8a7d53b24c1151ff22b6fe52d39efee7ae1c4f2902b8f9175710ad9c",
+  "4/ä🙂": "32c1143a7f3db793cca36c0e45608ffabfd7fc27fe8f5a4e455c260c8183f098",
+  "4/78d11f0d5a8bd74e510194e16e4b352a": "e68a9d28d2580dcf793b28e1749a9754b5716f7730c9d4684514f5a112e9fe01",
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+  "5/1": "9a49fd8992603c0be1604d5734db960a7d94fb8e5348b83d05a3738e079f7165",
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+  "5/20": "b418c295a4602f8ca5cb6dc5d23241938d27057f2b1ae9ddc6a9c53536a2eee9",
+  "5/21": "f65bf104e20d225b646ebb812e9a7ef8571829f7c0e931ba699f53574480255b",
+  "5/22": "5cd9a8cb6eaeccb252db00c8231021bc43e3dbb3c85c26d1a11ac7cf67aaa5c7",
+  "5/23": "a01089bc7ce1bc0c26b2abb1b8fbb7aabb4d03f668b51b07c55bbd78dd390710",
+  "5/24": "3f51b366227051fb62cdee4d5f59ad1156a453a4ac71438be0ffd8167f371bbf",
+  "5/25": "3baae944d30891bcadac6f0dbdb793fc9f4e3cc32a4888ea8a197e2f16c5c97f",
+  "5/26": "48c36df60ef323b83399e8e8704eb58c6cf60f2509f5909c339010bb405961ad",
+  "5/27": "b56113aac35533b3384859ca650515bd1e3e32e6d2c151db5dfd62876998b08f",
+  "5/28": "28c1d56478bdf91a25a1170c09413d76ae93ec212fc11224c21b1ff31dae78ea",
+  "5/29": "030d918dd0f57dbae0a469586de6d85ef9a797c96326d10197560a890e1f17a9",
+  "5/30": "2830131765887799ab05dfd5debb308a0ffdfd4fd6f3a080f57c586f3474facb",
+  "5/31": "bd8493372de186769917b7c9bd7c1cce7a426e0035e99613d65816b6579426a3",
+  "5/32": "1656aa7beaf1e7dcb3eb654af33c0bd54f5d1e09ccb7ae35fc34dd3b266a22e1",
+  "5/33": "99e1e760e9579c5661c574e5e63fd337ffaf6f5a33a124862115b589aa30b036",
+  "5/34": "70c1f5cec0dbfca55990fe6e7ee6d3da81015098e5fd3a8f53ed32499703dfc6",
+  "5/35": "a43483da892f1eb2d071be49ee580654a4f9ac83021a7cc930b874329eb8cb6f",
+  "5/36": "38f3f70cbe3dcbc01c56eb29f1217bb9f07745454555cef9d05cbbe6e9a87400",
+  "5/37": "a133734181fa9f82586264d0ed89ef530486f75f3f8783c658d9659a18c3f10a",
+  "5/38": "297c70baf05f584e797eb2e3b03302190fc5f3ac5d4b76f78d31f70280dda658",
+  "5/39": "508abaddc5d0a409e4c9a1b957d03b7a27cc92e53aba6135072b93a28b2f4a6a",
+  "5/40": "a9d98679dce805ee40be8ac20c5e73d3195483851c0face076cff53ee99986e9",
+  "5/41": "0626631a8c5cdb9885de2a9ae484c647f2e04510c9afc0642f6e622b8e1dcdca",
+  "5/42": "697d81456a099321504fc09f16c1d3e250eed0245b776748bcd3b094be596036",
+  "5/43": "f78dbb52ce19d807669ab9ca04c9ed99e1f977682b2c16791664cf1243331237",
+  "5/44": "4ea199d54c8a6fc08da31d52a75b414c484d4e826dc11d8e64138c753feb53f2",
   "5/45": "63c631cd67c3257c49e2a598acdb59da7120d475a7168152c7f6e496b057e3d1",
-  "5/46": "caeaff98e483a676f4b7dde4fb8dd8e9b33767d17c6dfacefcf49680f83c1be4",
-  "5/47": "04328c30f084864c19efea13c71acab6529a437cdc74c0f590de211f0a9e08f6",
-  "5/48": "eeca799127c8a76bd71483fb3fb7e08075ca90834fc33ed061c2e8e6ef0beea4",
-  "5/49": "061563e3a71a1c5ae9512e9c674ea16c5c61fd2305bb91ea25e6f5470a8e04f8",
-  "5/abc": "bb897da521b1d9c0e345aa9137971031a9eed09e63cd9770eeead55652500916",
-  "5/test-seed": "a349feba4e4e7d7d054d13b52ba9004804dcc2fafb8ec1fe73728811e9a1269a",
-  "5/a\"b": "cf91ca297fda5e84a60bf2336f16a08896f34f44015851a09497cd159a117b84",
-  "5/ä🙂": "09b118f3b95041cf0ac0cb8cb3cccd89b936bef226bb3c0d299bccaf6ca2a6be",
-  "5/78d11f0d5a8bd74e510194e16e4b352a": "9db13b37929df8c7add95943e3ef9354df4151e9863bc0c04ab115c1168a82a4"
+  "5/46": "38f006bfcb5fbeae27e03283b2caae0eab3653de96729a1066ea32a9a42f2af7",
+  "5/47": "07781836f98cc17de5cb83ff1b599584796f7ac0b603a1596050cb9cf4895b8c",
+  "5/48": "acd21bd45eac2cbbd7287e82aff5f338830200924debf5b20f605260f887f940",
+  "5/49": "a71887767ff94ce11aeb517f590815fa3c7f89d74f48b464cdd2197c20708b20",
+  "5/abc": "1db7c379b2689315ba761ed4891d077864c72a79f8b80b830c917caee199e31e",
+  "5/test-seed": "c53712c095413a62459a52613c6bde27abe74b428e187ccc27964e4ef02d421a",
+  "5/a\"b": "d3960397b1d77bcb30761367139deac8bd0ce19556d90c9d314b79494e51f567",
+  "5/ä🙂": "d56cb1228f1c43efbaf3d0f90b22cd580933a777f2f98222a734719379d65c5e",
+  "5/78d11f0d5a8bd74e510194e16e4b352a": "be5d03e95cac1ed161b9fe23024a47c11b25ba9a1f51a4616056e7159c4e8628"
 }

From fe03132ef4702460170b50bbe1803ec7fb140cee Mon Sep 17 00:00:00 2001
From: Joltras <72395471+Joltras@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:25:32 +0000
Subject: [PATCH 4/5] feat: place the secret room by random search like isaac

---
 src/floors/floor.py              |  24 --
 src/generators/generator.py      |  79 +++---
 src/utils/globals.py             |   4 +
 test/generator_test.py           |  29 ++
 test/resources/floor_hashes.json | 448 +++++++++++++++----------------
 5 files changed, 306 insertions(+), 278 deletions(-)

diff --git a/src/floors/floor.py b/src/floors/floor.py
index fd3240c..a54a4a9 100644
--- a/src/floors/floor.py
+++ b/src/floors/floor.py
@@ -268,30 +268,6 @@ def has_boss_room_as_neighbour(self, coordinates: Tuple[int, int]) -> bool:
                     return True
         return False
 
-    def has_special_room_as_neighbour(self, coordinates: Tuple[int, int]) -> bool:
-        """
-        Checks if the given coordinates have a special room as neighbour.
-        Special rooms are rooms that have a special function.
-        Special rooms are:
-        - Item room
-        - Shop room
-        - Boss room
-        - Secret room
-        @param coordinates: coordinates to check
-        @return: True if the coordinates have a special room as neighbour otherwise False
-        """
-        for direction in Direction.main_directions():
-            new_coordinates = utils.util_functions.add_direction_to_coordinates(
-                direction, coordinates
-            )
-            if self.is_within_border(new_coordinates) and self.contains_room(
-                new_coordinates
-            ):
-                room = self.get_room(new_coordinates)
-                if room is not None and room.get_type().is_special():
-                    return True
-        return False
-
     def rooms_by_distance(self) -> List[List[Room]]:
         """
         Groups the rooms by how many doors away from the start room they are,
diff --git a/src/generators/generator.py b/src/generators/generator.py
index 2d57354..b66f8dc 100644
--- a/src/generators/generator.py
+++ b/src/generators/generator.py
@@ -18,6 +18,15 @@
 from utils.direction import Direction
 from utils.room_type import RoomType
 
+# Rooms that were dead ends of the floor plan, the teleport room replaces a boss room
+_END_ROOM_TYPES = (
+    RoomType.DEAD_END,
+    RoomType.ITEM_ROOM,
+    RoomType.SHOP_ROOM,
+    RoomType.BOSS_ROOM,
+    RoomType.TELEPORT_ROOM,
+)
+
 
 class Generator:
     """
@@ -483,44 +492,54 @@ def place_super_secret_room(self) -> None:
 
     def place_secret_room(self) -> None:
         """
-        Places a secret room on the floor.
-        If no valid position exists, no secret room is placed.
+        Places the secret room like "The Binding of Isaac": it randomly searches
+        for an empty cell next to at least three rooms and not next to an end room.
+        After some attempts the criteria are loosened, so a secret room is always
+        placed if there is any empty cell next to a room that is not the boss room.
         """
         floor = self._floor
-        neighbour_rooms = 3
-        while neighbour_rooms > 0:
-            for room in reversed(floor.get_rooms()):
-                # Check all neighbours of the room
-                if self._check_directions_for_secret_room(room, neighbour_rooms):
+        for min_neighbours, avoid_end_rooms in my_globals.SECRET_ROOM_SEARCH:
+            for _ in range(my_globals.SECRET_ROOM_ATTEMPTS):
+                cell = (
+                    self._random.randint(0, my_globals.FLOOR_WIDTH - 1),
+                    self._random.randint(0, my_globals.FLOOR_HEIGHT - 1),
+                )
+                if self._fits_secret_room(cell, min_neighbours, avoid_end_rooms):
+                    floor.add_room(cell[0], cell[1], RoomType.SECRET_ROOM)
                     return
-            neighbour_rooms -= 1
+        candidates = [
+            (x, y)
+            for y in range(my_globals.FLOOR_HEIGHT)
+            for x in range(my_globals.FLOOR_WIDTH)
+            if self._fits_secret_room((x, y), 1, False)
+        ]
+        if candidates:
+            cell = self._random.choice(candidates)
+            floor.add_room(cell[0], cell[1], RoomType.SECRET_ROOM)
 
-    def _check_directions_for_secret_room(
-        self, room: Room, neighbour_rooms: int
+    def _fits_secret_room(
+        self, cell: Tuple[int, int], min_neighbours: int, avoid_end_rooms: bool
     ) -> bool:
         """
-        Checks if a secret room can be placed next to a given room.
-        @param room: room to check
-        @param neighbour_rooms: number of minimum neighbours
-        @return: True if a secret room was placed otherwise False
+        Checks if the secret room can be placed in the cell.
+        @param cell: cell to check
+        @param min_neighbours: number of rooms the cell has to be next to
+        @param avoid_end_rooms: True if the cell must not be next to an end room
+        @return: True if the secret room fits
         """
         floor = self._floor
-        for direction in Direction.main_directions():
-            neighbour = util_functions.add_direction_to_coordinates(
-                direction, (room[0], room[1])
-            )
-            if not floor.is_within_border(neighbour) or floor.contains_room(neighbour):
-                continue
-            if floor.has_special_room_as_neighbour(neighbour):
-                continue
-            current_neighbour = floor.count_neighbours(neighbour[0], neighbour[1])
-            if (
-                current_neighbour >= neighbour_rooms
-                and not floor.has_boss_room_as_neighbour(neighbour)
-            ):
-                floor.add_room(neighbour[0], neighbour[1], RoomType.SECRET_ROOM)
-                return True
-        return False
+        if floor.contains_room(cell) or floor.has_boss_room_as_neighbour(cell):
+            return False
+        if floor.count_neighbours(cell[0], cell[1]) < min_neighbours:
+            return False
+        if avoid_end_rooms:
+            for direction in Direction.main_directions():
+                neighbour = floor.get_room(
+                    util_functions.add_direction_to_coordinates(direction, cell)
+                )
+                if neighbour is not None and neighbour.get_type() in _END_ROOM_TYPES:
+                    return False
+        return True
 
     def save(self, path: str = "") -> str:
         """
diff --git a/src/utils/globals.py b/src/utils/globals.py
index c2259fb..0fca81e 100644
--- a/src/utils/globals.py
+++ b/src/utils/globals.py
@@ -49,6 +49,10 @@ def list(cls):
 # when they run out of rooms to expand, at most this many times
 START_ROOM_RESEED_MIN_ROOMS: int = 16
 MAX_START_ROOM_RESEEDS: int = 10
+# Search steps for the secret room: minimum neighbours and if end rooms are avoided.
+# Each step tries random cells, afterwards any cell next to a room is used.
+SECRET_ROOM_SEARCH = ((3, True), (2, True))
+SECRET_ROOM_ATTEMPTS: int = 300
 # A floor is generated again if it has less dead ends than the boss, item and shop room need
 REQUIRED_DEAD_ENDS: int = 3
 # Upper limit for generating a floor again, the last attempt is always kept
diff --git a/test/generator_test.py b/test/generator_test.py
index 73a598b..46a3247 100644
--- a/test/generator_test.py
+++ b/test/generator_test.py
@@ -437,6 +437,35 @@ def test_boss_room_is_never_next_to_the_start(self):
                             distance = abs(room[0] - 4) + abs(room[1] - 3)
                             self.assertGreater(distance, 1)
 
+    def test_every_floor_has_a_secret_room_not_next_to_the_boss(self):
+        for stage_id in (0, 2, 5):
+            for seed in range(100):
+                with self.subTest(stage_id=stage_id, seed=seed):
+                    generator = Generator(str(seed), "test", "", stage_id)
+                    generator.generate()
+                    floor = generator._floor
+                    secret = [
+                        room
+                        for room in floor.get_rooms()
+                        if room.get_type() == RoomType.SECRET_ROOM
+                    ]
+                    self.assertEqual(1, len(secret))
+                    position = (secret[0][0], secret[0][1])
+                    self.assertFalse(floor.has_boss_room_as_neighbour(position))
+
+    def test_secret_room_avoids_cells_next_to_end_rooms(self):
+        generator = self._generator
+        generator._create_floor()
+        floor = generator._floor
+        floor.add_room(1, 1)
+        floor.add_room(3, 1)
+        floor.add_room(2, 0, RoomType.DEAD_END)
+        floor.add_room(2, 2)
+
+        # (2, 1) is next to three rooms, but one of them is a dead end
+        self.assertFalse(generator._fits_secret_room((2, 1), 3, True))
+        self.assertTrue(generator._fits_secret_room((2, 1), 3, False))
+
     def test_save_writes_the_generated_floor_to_the_given_path(self):
         self._generator.generate()
         with tempfile.TemporaryDirectory() as tmp_dir:
diff --git a/test/resources/floor_hashes.json b/test/resources/floor_hashes.json
index 8a7473d..c84876c 100644
--- a/test/resources/floor_hashes.json
+++ b/test/resources/floor_hashes.json
@@ -1,332 +1,332 @@
 {
   "0/0": "6a2a8230adc63135779b196ee8fa026fb1bd442a192945b9a66ccc5559c30e90",
-  "0/1": "0047a00b0e2cf674c54692c24b2e8f9db8800e9f48703ef755a4dfb3a5f26510",
+  "0/1": "fa2495411523f3945079f1d55bc4e9fb6d14e1436d66c8461dc452e7df072fd2",
   "0/2": "7bae9956a3757dcb4de2c9b5eb614d0b7a8f6ae855f3a9c9149123b38a281a14",
-  "0/3": "62063c1aba18113e29deead129c36174416edf9b8c6feab9994bede099303238",
-  "0/4": "1ad12cb60e30129b0499473d70088847ff1f8ca47af24ea45b2e2197f310ee25",
+  "0/3": "ffd397862d8b8e858828adbad80f1bad5018bd8b04b3c9889fa7113a6bf07d1e",
+  "0/4": "a1303b14b9549566ff16439b6368311460ba64d85bdaa4d2bf0b4d28c2f5ad82",
   "0/5": "6e58b0a2c4590f299707796e210b68f5beeccd964b91a25f3e7a19e8525f2c18",
   "0/6": "ddff7dbf75f4111d7bcb42bbd71e6ae66513ee7d9101ac16c13c42e968bb14ee",
-  "0/7": "d3c15f97f787e79847662e6243245f498b0928b7da1e2c9d6c65f8a67f7d8aab",
-  "0/8": "3f5798e792acade5e670ef20dfd87898ebabd536ff9c925769eabf0ae3466983",
+  "0/7": "ce265ba2e3b658f58fe493c1c660881694c20aff61d77f18731067bd7f3b9998",
+  "0/8": "7161fa3be95b80cbfcf5b2ed5a075ea716c11820c9e0a1e3da4bd1f4c2ee1049",
   "0/9": "4cac154ca2d00ad4d9f96a3a80c9c084f32664333c6f287425fd5383c52c6705",
   "0/10": "725db417d7177e02c491526a937efee894ca1c0eaa64982e76582e1311a18d9c",
   "0/11": "72ba730e92ac2af27de97a7a324c372142a8320186356000d2b605a3cff456e1",
-  "0/12": "5b08f50f0862f08de211287451342b62a109ebccd19e7e9e49555ec1b748eb9d",
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-  "0/18": "4cf9199b7f23ec15e7f535c691f53781225fdffeb89985db2f98975e7046ee1e",
+  "0/12": "522efa67d8202468803642668cd0971a31420f8b8b0f18031a6807a0a05557b8",
+  "0/13": "a259bbaca42c2c4228247f589211e7ce261f6fb39182bdade25da6caaa4bfb13",
+  "0/14": "c11280a7e9f34aa0a84c73f358a89c63d520b75b27a8048a2473a449fd5b639a",
+  "0/15": "7ba2099678bd3021477654a8f7c37d31ee1b12779f061c09fbad173d964a14ce",
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+  "0/17": "6d4677e2f146764d2f0584a043a3f693822883df0366a14c3580042b500b811f",
+  "0/18": "0130088e79896aeeb5497db31e37666ef5660c89b961a916083e491a97b8e180",
   "0/19": "27f21a61ef35234ae1cdafd8c0add28f1a2d6c4737f5db5bcda592c957282e0f",
-  "0/20": "cb60e1b79898ffb40d8b6ff3d581cc31f82313143a854abc0d3935fbc06301bb",
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-  "0/25": "e9646bce008d730ffebe52a3301dc79f5c5f2c35835722c0659af7ecb082ec5a",
+  "0/20": "4caf2187cbbf6f4ae6e5d20128603a7f258e473f50f42e9ee223ab57f5fb39ed",
+  "0/21": "ac3c58fbb140894c275ae73acd62b817e53aa5ce7a9e0638d13cb4395e0e7efc",
+  "0/22": "153f5acef82d2bfff6ef02ceb12d8d3d5c6f79f1a8447371bf7117833fc78c4f",
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-  "0/abc": "5029c050a32f6bfe8b420e3d9e82b72ac54b4f04bdcf310106da5ace87b95d11",
+  "0/abc": "f2b1d79fc14e8b52db22241164adb69e035bffe58a01998273c3a26130a01096",
   "0/test-seed": "c559aa8fc7be1c4611e170092ba6d020bc79a784cf5db797769b3f32cde0324d",
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-  "1/0": "5143c4494421b9af5d04ee41d1ed98f7931d44b80cf9ce65eadfca24fb2b2d89",
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-  "1/5": "743ad42c48f41991290c8bbf5c69f50c254185e33ecee9341d0350baf3eefd96",
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   "1/6": "7fc39d812b8aad144b6d171a421a4c161e411db7eeadc6b728266e4b8a3761f4",
   "1/7": "1854c5b3536d820ee89ab91fc2f1a22edfec9484a004d7921686c8282199105b",
-  "1/8": "9834e88b18c7fa7056ef8e95cc90375c143bf0fa857c461c675011bbaf4f0897",
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+  "1/10": "b84f52a4bcc3aeea13f48744fb500a899c07b2d193fe901b90c8be5fa612e27c",
+  "1/11": "46cf32636438ec7af55f9fa045b56d4cd28018d25b34f91b478000f295965a9b",
   "1/12": "85400c0478ca57a3b4c61c0a54356533777a39a703dd13fe9fd05f6de5767d42",
-  "1/13": "0b2d591cdabef1df8105bb9aadd744ade744d198071c76dd763c93b95e6c9e0e",
+  "1/13": "77ba185cbcf58dabeeaab448794c384ac96644489e1ba1320dbab981d2b03c83",
   "1/14": "0c36d136ffa84381435549603e070955be9f758af8e34e728c3cf07c48c75943",
-  "1/15": "5c7616e719e77e76f5c90e2e26eb9123fa0e9f308901b80f77b1c5030ef6ef59",
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   "1/16": "3a08dc06650a0462abc584bd15697b7637a7cd0289a092d9488bca16613cd7a4",
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+  "4/a\"b": "683b1749b73828a8795c9529cd50cd4d069ea3897ea2f2415090a22378f3e0cb",
+  "4/ä🙂": "f1cc06b409b6adedefcdb2fd319b0c0bcdd6ff5b1a24a6adbc5091fbda37c092",
+  "4/78d11f0d5a8bd74e510194e16e4b352a": "c43c5e9b05f6228549adf3954b293b25b60d18681f8937691f84cabcc460045f",
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   "5/2": "6fc337c0cc51b1ae144e93ff3d875c0ce908d4541c4fe596b99b0d9e5d0174ba",
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-  "5/5": "b31b8895cc7c0eda06abe97bf294c02eb6ddccf65e7e8e73bca739bc09124f05",
+  "5/3": "8ce5147b203fad87fdd3ba678cdcf450b1a85250229043bbfc6dd31785b277b5",
+  "5/4": "d45d94270c7da0673ea48ee8aedebb5870b8df7c74a0e23016a9791957b329d4",
+  "5/5": "ebd5cfeb1b011f9c97f6d7041b16cd5a07a71f6178c46968b803b9345c468fa9",
   "5/6": "4742e0d82a270bf95bb39c278d20f965fb49bd514bed00f4db184aaeb18bc8bc",
-  "5/7": "f9113a364f8604ec8d11c36b2c2940509d8a164abec63d7c560663b3d60ef546",
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-  "5/12": "2c1d0e4df60d028c046434d1a5fa527d2ddd320d20544ee245a39b0570e87303",
+  "5/7": "d9ff8e73b13df833f6df65bd89785c605258108467f5ece572a1eb7a10fe0428",
+  "5/8": "5d549373abb6594fb5425315d5928774ef1660143fab88f3373f0da9b973fab4",
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+  "5/10": "ef8cc2e24dddc55b091bb0e92bdaf66428955854294e4a28349875170e71dc11",
+  "5/11": "e44bc25e8d5521877ec728de639e00f027336cb02214e541efa9665067a62c5b",
+  "5/12": "f636ab5f5a2924575ab597001b061527c144c4fc39c35a7edd3e4186c2042c37",
   "5/13": "afbbd8111f0e8037eeb14087e2370e72fed59b7f4d7b929b08317adcc92c79e9",
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-  "5/15": "ee730363980f931e61e6e378bce1de2a235009b3a8a27686101ec04d1377996c",
+  "5/14": "b6746f58238dda0c6e4722c3dd306a3f3004d12a912cecd3d22f467f4669387f",
+  "5/15": "bedc49d5c26bc2c1215638acbce4386ef29688dade84ddc3d871d1a1db1451cf",
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-  "5/19": "1ea5a498a1fd7292eba7005502d5cc23d61cebc3abbff8868ef3a6fa431639d1",
+  "5/18": "ab7d54a581cf87bbcf5d70825e9a5d7b01f267077598f275fa1d40dfe861b6fe",
+  "5/19": "1056857b654e5872b26937325c3650a74743c878c755499e490ee244420fc7f5",
   "5/20": "b418c295a4602f8ca5cb6dc5d23241938d27057f2b1ae9ddc6a9c53536a2eee9",
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   "5/22": "5cd9a8cb6eaeccb252db00c8231021bc43e3dbb3c85c26d1a11ac7cf67aaa5c7",
-  "5/23": "a01089bc7ce1bc0c26b2abb1b8fbb7aabb4d03f668b51b07c55bbd78dd390710",
-  "5/24": "3f51b366227051fb62cdee4d5f59ad1156a453a4ac71438be0ffd8167f371bbf",
+  "5/23": "cf96ffd2954726fd00390a5d996e1617c43747d7c3c9e8fa17ac4d59f40f5053",
+  "5/24": "a93f79ab143c3810d8ec4066e0c000281bcf06da9c1e1026941dcb97cb2b414a",
   "5/25": "3baae944d30891bcadac6f0dbdb793fc9f4e3cc32a4888ea8a197e2f16c5c97f",
-  "5/26": "48c36df60ef323b83399e8e8704eb58c6cf60f2509f5909c339010bb405961ad",
-  "5/27": "b56113aac35533b3384859ca650515bd1e3e32e6d2c151db5dfd62876998b08f",
-  "5/28": "28c1d56478bdf91a25a1170c09413d76ae93ec212fc11224c21b1ff31dae78ea",
-  "5/29": "030d918dd0f57dbae0a469586de6d85ef9a797c96326d10197560a890e1f17a9",
-  "5/30": "2830131765887799ab05dfd5debb308a0ffdfd4fd6f3a080f57c586f3474facb",
-  "5/31": "bd8493372de186769917b7c9bd7c1cce7a426e0035e99613d65816b6579426a3",
+  "5/26": "eee4a73c81561fbd3b286553bfe247654401e4f404a74253fe28bcd86f3f3cac",
+  "5/27": "cb60fb3c031aed430832d341af9fde8c6dcccedfcece1303512279ec685315d0",
+  "5/28": "1843f5e992d8d1a3cae65febba77fae29fe54cc277ffc83e3ab077451a3b0806",
+  "5/29": "5bb8db916eed69d3e8e1706cfed3ec71280d34b6049c0cbc8419868aeab0c68f",
+  "5/30": "8ecfce2c64798fc82715b3a95574ae36211ed48a433181f82a692fd38aab51d6",
+  "5/31": "d8aa5d7476c021cbef372e6a47c16cb5689028ddd9fbb8c2f8f7e9fe177af51c",
   "5/32": "1656aa7beaf1e7dcb3eb654af33c0bd54f5d1e09ccb7ae35fc34dd3b266a22e1",
-  "5/33": "99e1e760e9579c5661c574e5e63fd337ffaf6f5a33a124862115b589aa30b036",
+  "5/33": "32f8f9e6f751dd58e12acbc2dd91bb247bfdd74b7a9dbc6efe0e85000073dd58",
   "5/34": "70c1f5cec0dbfca55990fe6e7ee6d3da81015098e5fd3a8f53ed32499703dfc6",
   "5/35": "a43483da892f1eb2d071be49ee580654a4f9ac83021a7cc930b874329eb8cb6f",
-  "5/36": "38f3f70cbe3dcbc01c56eb29f1217bb9f07745454555cef9d05cbbe6e9a87400",
-  "5/37": "a133734181fa9f82586264d0ed89ef530486f75f3f8783c658d9659a18c3f10a",
-  "5/38": "297c70baf05f584e797eb2e3b03302190fc5f3ac5d4b76f78d31f70280dda658",
+  "5/36": "e918b9b5f4b53640e5d669bc212f62bf69a6e4dc464f2c885a6f8881404731b9",
+  "5/37": "3737903a923d4a6a03012ed648854ac44d183787ee470f22cbd71ac0564b2047",
+  "5/38": "f07e58a1c329e451c9f112f2b5cdbd73e69806d5e0a606422bdcfe9af8a781a1",
   "5/39": "508abaddc5d0a409e4c9a1b957d03b7a27cc92e53aba6135072b93a28b2f4a6a",
-  "5/40": "a9d98679dce805ee40be8ac20c5e73d3195483851c0face076cff53ee99986e9",
+  "5/40": "00df1891f026ba57fcf0be4d413fa6ac2db24dc64e21af2ba01605b4cc2bb8fd",
   "5/41": "0626631a8c5cdb9885de2a9ae484c647f2e04510c9afc0642f6e622b8e1dcdca",
-  "5/42": "697d81456a099321504fc09f16c1d3e250eed0245b776748bcd3b094be596036",
+  "5/42": "b4ca6088b4980fa520bb3a227696fb12e8715299a9a914d83ef588b2d240dcb3",
   "5/43": "f78dbb52ce19d807669ab9ca04c9ed99e1f977682b2c16791664cf1243331237",
-  "5/44": "4ea199d54c8a6fc08da31d52a75b414c484d4e826dc11d8e64138c753feb53f2",
-  "5/45": "63c631cd67c3257c49e2a598acdb59da7120d475a7168152c7f6e496b057e3d1",
-  "5/46": "38f006bfcb5fbeae27e03283b2caae0eab3653de96729a1066ea32a9a42f2af7",
-  "5/47": "07781836f98cc17de5cb83ff1b599584796f7ac0b603a1596050cb9cf4895b8c",
+  "5/44": "bcd7a8708ebbd97c1c8e34bc99f48390ada2d86730d63a9e274efca49e8d7acb",
+  "5/45": "b3fd5073647dcbb67859c1e0fcd5b5e337f471e8db14d44610d05583548f251a",
+  "5/46": "3a93b0ee097acb63dde9ed0500ac235c2b9d1a1f4d6b75827a84801bd3b07791",
+  "5/47": "8289475c792d60dc72454039307e861176021848f658f0f59d2cdd684ab08197",
   "5/48": "acd21bd45eac2cbbd7287e82aff5f338830200924debf5b20f605260f887f940",
-  "5/49": "a71887767ff94ce11aeb517f590815fa3c7f89d74f48b464cdd2197c20708b20",
-  "5/abc": "1db7c379b2689315ba761ed4891d077864c72a79f8b80b830c917caee199e31e",
+  "5/49": "d68ef3a6a69343a54c97a9888a7d1b2af8d1b996f1c252890867ebb2396d7896",
+  "5/abc": "f076804684aa42aa81b45e09060e9a0d39e5726e4668c2ef28e3787250ef8f21",
   "5/test-seed": "c53712c095413a62459a52613c6bde27abe74b428e187ccc27964e4ef02d421a",
-  "5/a\"b": "d3960397b1d77bcb30761367139deac8bd0ce19556d90c9d314b79494e51f567",
-  "5/ä🙂": "d56cb1228f1c43efbaf3d0f90b22cd580933a777f2f98222a734719379d65c5e",
+  "5/a\"b": "491bce35061ea09615902239599ccd96e87e4fb3179e102a1e927e8d0eecc29a",
+  "5/ä🙂": "2e039befc5e3ac51ec3b756abf9ed3b82336dc96dc2b63bc864574a924ea112f",
   "5/78d11f0d5a8bd74e510194e16e4b352a": "be5d03e95cac1ed161b9fe23024a47c11b25ba9a1f51a4616056e7159c4e8628"
 }

From 0cfd7d25bf1c5573378943c13cd5675b37c38d7f Mon Sep 17 00:00:00 2001
From: Joltras <72395471+Joltras@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:25:46 +0000
Subject: [PATCH 5/5] docs: describe how floors are generated

---
 readme.md | 27 ++++++++++++++++++++++++++-
 1 file changed, 26 insertions(+), 1 deletion(-)

diff --git a/readme.md b/readme.md
index 3c2fad5..f3e8c3f 100644
--- a/readme.md
+++ b/readme.md
@@ -35,7 +35,7 @@ python src/main.py -s my-seed -f 3 -o my-floor
 | Option | Description | Default |
 |---|---|---|
 | `-s`, `--seed` | Seed for the random number generator | random seed |
-| `-f`, `--floor` | Floor id, must be 0 or greater. Higher floor ids get more rooms (8 to 9 on floor 0, up to 20) | `2` |
+| `-f`, `--floor` | Floor id, must be 0 or greater. Higher floor ids get more rooms (7 to 8 on floor 0, up to 20) | `2` |
 | `-o`, `--output` | Name of the output file | `floor` |
 | `-u`, `--ui` | Opens the UI instead of writing a file | disabled |
 | `-h`, `--help` | Shows the help | |
@@ -96,6 +96,31 @@ docker run -p 8000:8000 dungeon-python
 All endpoints return the floor as `application/json` with the file name `floor.json`.
 A negative floor id returns `422`.
 
+## How floors are generated
+
+The floor plan follows the algorithm of the original "The Binding of Isaac"
+as described in the [article](https://www.boristhebrave.com/2020/09/12/dungeon-generation-in-binding-of-isaac/):
+
+1. The floor needs `random(2) + 5 + level * 2.6` rooms, where floor id 0 is level 1.
+2. The start room is placed at cell 35, the middle of the 9 × 8 grid.
+3. The floor grows breadth first from the start room. A neighbour cell only gets a room
+   if it is empty, has at most one filled neighbour, the floor still needs rooms
+   and a random 50 % check passes. Floors with more than 16 rooms grow again from the
+   start room. Rooms that do not add a neighbour are dead ends.
+4. A floor is generated again if it misses its room amount, if the boss room would be
+   next to the start room or if there are not enough dead ends for the special rooms.
+5. The boss room is placed on the farthest dead end, the item room and shop on random
+   dead ends.
+6. The secret room is placed on a random empty cell next to as many rooms as possible
+   and not next to a dead end.
+
+On top of that, this generator adds some features that are not part of the original game:
+
+- a super secret room next to exactly one room, close to the boss room
+- boss rooms that span 1 × 2 or 2 × 2 cells
+- a teleport room to the boss room when the boss room has no space next to it
+- item room and shop are never placed directly next to the start room
+
 ## Floor format
 
 ```json