From f6e74ef53cd0d00940d060e913d0857035ff2483 Mon Sep 17 00:00:00 2001
From: andy5995 <arch_stanton5995@proton.me>
Date: Thu, 28 May 2026 00:36:52 -0500
Subject: [PATCH] Remove autotile retrofit (refs #13 #14 #16)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 README.md                              |     5 -
 data/autotile/summer12mb.autotile.json | 12312 -----------------------
 docs/autotile-format.md                |   123 -
 meson.build                            |     5 -
 packaging/windows/netpanzer-editor.iss |     2 -
 src/autotileset.cpp                    |   195 -
 src/autotileset.h                      |    90 -
 src/mainwindow.cpp                     |    43 -
 src/mainwindow.h                       |     2 -
 src/mapview.cpp                        |   137 +-
 src/mapview.h                          |    16 -
 tools/derive_autotile_bitmasks.py      |   375 -
 12 files changed, 1 insertion(+), 13304 deletions(-)
 delete mode 100644 data/autotile/summer12mb.autotile.json
 delete mode 100644 docs/autotile-format.md
 delete mode 100644 src/autotileset.cpp
 delete mode 100644 src/autotileset.h
 delete mode 100644 tools/derive_autotile_bitmasks.py

diff --git a/README.md b/README.md
index 41310a2..e349337 100644
--- a/README.md
+++ b/README.md
@@ -23,11 +23,6 @@ and structures with the tools below, and save it under a new name.
   structures) imported from the original Flexlay editor via
   `tools/import_flexlay_brushes.py`
 - Tile pick tool — click any map tile to select it for painting
-- Autotile — automatic transition-tile selection based on 8-neighbour bitmask;
-  enabled when a `.autotile.json` sidecar is found for the loaded tileset
-  (see [docs/autotile-format.md](docs/autotile-format.md))
-- summer12mb autotile support — bitmask mappings derived from tile imagery via
-  `tools/derive_autotile_bitmasks.py`; mountain/water/wall/road/grass/river covered
 - Tileset auto-detected when opening a map or creating a new one
 - Tile browser with jump-to-ID search
 - Place and move outpost and spawn-point objects
diff --git a/data/autotile/summer12mb.autotile.json b/data/autotile/summer12mb.autotile.json
deleted file mode 100644
index aa61484..0000000
--- a/data/autotile/summer12mb.autotile.json
+++ /dev/null
@@ -1,12312 +0,0 @@
-{
-  "groups": [
-    {
-      "name": "grass",
-      "member_tiles": [
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-        8098,
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-        1111,
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-        1114,
-        1115,
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-        1120,
-        1121,
-        1122,
-        1123,
-        1124,
-        1125,
-        1126,
-        1127,
-        1128,
-        1129,
-        1130,
-        1131,
-        1132,
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-        1148,
-        1149,
-        1150,
-        1151
-      ]
-    }
-  ]
-}
\ No newline at end of file
diff --git a/docs/autotile-format.md b/docs/autotile-format.md
deleted file mode 100644
index f5ca809..0000000
--- a/docs/autotile-format.md
+++ /dev/null
@@ -1,123 +0,0 @@
-# Autotile Sidecar Format
-
-Autotiling lets the editor automatically pick the correct transition tile variant
-when you paint terrain, producing smooth edges instead of hard staircase steps.
-
-## How it works
-
-When you paint with a tile that belongs to an autotile group the editor:
-
-1. Looks at the 8 neighbours of the painted cell to see which ones are in the
-   same group.
-2. Builds an 8-bit **bitmask** from those neighbours (blob-tileset convention).
-3. Looks up the correct tile variant in the group's bitmask table and places it.
-4. Re-evaluates all 8 neighbours and updates their variants too, so edges stay
-   consistent as you drag.
-
-Undo restores every tile that was changed — the painted tile and all its updated
-neighbours — in a single step.
-
-## Sidecar file
-
-The editor searches for `<tileset-stem>.autotile.json` in order:
-
-1. Same directory as the `.tls` file
-2. `<app>/share/netpanzer-editor/autotile/` (installed AppImage path)
-3. `<app>/data/autotile/` (beside the binary)
-4. `<app>/../data/autotile/` (running from a build subdirectory)
-
-If the file is found the **Autotile** toggle in the Tools menu (and toolbar)
-becomes active.  Example layout:
-
-    data/wads/summer12mb/SummerDay/summer12mb.tls
-    data/autotile/summer12mb.autotile.json     ← found via path 4 above
-
-## JSON schema
-
-Each group must have a `member_tiles` array listing every tile ID that belongs
-to the terrain.  The editor uses this to identify which painted tiles should
-trigger autotiling and to compute neighbour bitmasks.
-
-The `bitmask` object maps bitmask values (as strings) to tile IDs.  Groups
-without a `bitmask` object (stamp-type groups such as buildings or mountains)
-are recognised as members but are not subject to autotile replacement.
-
-```json
-{
-  "groups": [
-    {
-      "name": "grass",
-      "member_tiles": [8097, 8098, 8099],
-      "bitmask": {
-        "0":   10,
-        "1":   11,
-        "4":   12,
-        "5":   13,
-        "16":  14,
-        "17":  15,
-        "20":  16,
-        "21":  17,
-        "64":  18,
-        "65":  19,
-        "68":  20,
-        "69":  21,
-        "80":  22,
-        "81":  23,
-        "84":  24,
-        "85":  25
-      }
-    }
-  ]
-}
-```
-
-`"groups"` is an array so a single `.tls` file can define multiple independent
-terrain types (e.g. grass, water, road).
-
-### Bitmask bit layout
-
-Bits are assigned clockwise from the top.  Diagonal bits are only counted when
-**both** adjacent cardinal bits are also set (standard blob-tileset convention,
-which reduces the 256 possible combinations to 47 distinct visual states):
-
-```
-bit 7 (128)  bit 0 (  1)  bit 1 (  2)
-bit 6 ( 64)    TILE       bit 2 (  4)
-bit 5 ( 32)  bit 4 ( 16)  bit 3 (  8)
-```
-
-| Bit | Value | Direction |
-|-----|-------|-----------|
-|  0  |   1   | N         |
-|  1  |   2   | NE        |
-|  2  |   4   | E         |
-|  3  |   8   | SE        |
-|  4  |  16   | S         |
-|  5  |  32   | SW        |
-|  6  |  64   | W         |
-|  7  | 128   | NW        |
-
-If the exact bitmask is not in the table the editor falls back to bitmask `255`
-(the fully-surrounded tile).  If `255` is also absent the tile is left unchanged.
-
-## Deriving bitmask mappings from an existing tileset
-
-If you have a tileset whose bitmask data was never recorded (such as
-`summer12mb.tls`), use the derivation tool to infer mappings from tile imagery:
-
-```sh
-python3 tools/derive_autotile_bitmasks.py \
-    --tls  /path/to/summer12mb.tls \
-    --act  /path/to/netp.act \
-    --json data/autotile/summer12mb.autotile.json \
-    --out  /tmp/summer12mb_derived
-```
-
-The tool selects the most-uniform tile per group as the bitmask-255 reference,
-compares each tile's 8 directional edge zones against that reference, and
-auto-calibrates a match threshold to maximise canonical bitmask coverage.
-Review the `.bitmask_report.txt` output and adjust `--threshold` if needed.
-
-Groups that contain pre-drawn artistic stamps (mountains, buildings) rather than
-autotile terrain variants should have their `bitmask` entries removed — the tool
-preserves groups that already have more than 5 entries and skips them.
diff --git a/meson.build b/meson.build
index 76991f1..11924fc 100644
--- a/meson.build
+++ b/meson.build
@@ -27,7 +27,6 @@ rcc_files = qt5.preprocess(qresources : ['src/resources.qrc'])
 
 editor_sources = [
   'src/main.cpp',
-  'src/autotileset.cpp',
   'src/maploader.cpp',
   'src/mapview.cpp',
   'src/tlsloader.cpp',
@@ -48,10 +47,6 @@ executable('netpanzer-editor',
 # ---------------------------------------------------------------------------
 # Install
 
-install_data(
-  'data/autotile/summer12mb.autotile.json',
-  install_dir : get_option('datadir') / 'netpanzer-editor' / 'autotile')
-
 install_subdir('data/stamps',
   install_dir : get_option('datadir') / 'netpanzer-editor')
 
diff --git a/packaging/windows/netpanzer-editor.iss b/packaging/windows/netpanzer-editor.iss
index cfe36c5..8f159aa 100644
--- a/packaging/windows/netpanzer-editor.iss
+++ b/packaging/windows/netpanzer-editor.iss
@@ -37,8 +37,6 @@ Source: "..\..\_staging\{#AppExe}"; DestDir: "{app}"; Flags: ignoreversion
 Source: "..\..\_staging\*.dll";     DestDir: "{app}"; Flags: ignoreversion
 ; Qt5 platform plugin — required for any Qt5 GUI app on Windows
 Source: "..\..\_staging\platforms\*"; DestDir: "{app}\platforms"; Flags: ignoreversion
-; Bundled autotile data
-Source: "..\..\data\autotile\*"; DestDir: "{app}\data\autotile"; Flags: ignoreversion
 
 [Icons]
 Name: "{group}\{#AppName}";           Filename: "{app}\{#AppExe}"
diff --git a/src/autotileset.cpp b/src/autotileset.cpp
deleted file mode 100644
index 7bf4a45..0000000
--- a/src/autotileset.cpp
+++ /dev/null
@@ -1,195 +0,0 @@
-#include "autotileset.h"
-#include <QFile>
-#include <QJsonDocument>
-#include <QJsonObject>
-#include <QJsonArray>
-
-bool AutotileSet::load(const QString& path)
-{
-    clear();
-
-    QFile f(path);
-    if (!f.open(QIODevice::ReadOnly)) return false;
-
-    QJsonParseError err;
-    const QJsonDocument doc = QJsonDocument::fromJson(f.readAll(), &err);
-    if (doc.isNull() || !doc.isObject()) return false;
-
-    const QJsonArray groups = doc.object().value("groups").toArray();
-    m_groups.reserve(size_t(groups.size()));
-
-    for (const QJsonValue& gv : groups) {
-        const QJsonObject go = gv.toObject();
-        AutotileGroup grp;
-        grp.name       = go.value("name").toString();
-        grp.is4dir     = (go.value("type").toString() == "4dir");
-        grp.piece_size = go.value("piece_size").toInt(1);
-
-        // Always parse member_tiles from JSON
-        for (const QJsonValue& mv : go.value("member_tiles").toArray())
-            grp.member_tiles.insert(mv.toInt(-1));
-        grp.member_tiles.remove(-1);
-
-        if (grp.is4dir && grp.piece_size > 1) {
-            const QJsonObject pieces = go.value("pieces").toObject();
-            for (auto pit = pieces.constBegin(); pit != pieces.constEnd(); ++pit) {
-                const int bm = pit.key().toInt();
-                const QJsonArray rows = pit.value().toArray();
-                AutotileGroup::Piece piece;
-                piece.h = rows.size();
-                piece.w = piece.h > 0 ? rows[0].toArray().size() : 0;
-                piece.tiles.reserve(size_t(piece.w * piece.h));
-                for (int r = 0; r < piece.h; ++r) {
-                    const QJsonArray row = rows[r].toArray();
-                    for (int c = 0; c < piece.w; ++c) {
-                        const int tid = row[c].toInt(-1);
-                        piece.tiles.push_back(tid);
-                        if (tid >= 0) {
-                            grp.member_tiles.insert(tid);
-                            grp.tile_to_offset[tid]        = {c, r};
-                            grp.tile_to_piece_bitmask[tid] = bm;
-                        }
-                    }
-                }
-                grp.bitmask_to_piece[bm] = std::move(piece);
-            }
-        } else {
-            const QJsonObject bm = go.value("bitmask").toObject();
-            for (auto it = bm.constBegin(); it != bm.constEnd(); ++it) {
-                const int mask = it.key().toInt();
-                const int tid  = it.value().toInt(-1);
-                if (tid < 0) continue;
-                grp.bitmask_to_tile[mask] = tid;
-                grp.member_tiles.insert(tid);
-            }
-        }
-
-        if (grp.member_tiles.isEmpty()) continue;
-
-        const int gidx = int(m_groups.size());
-        for (int tid : grp.member_tiles)
-            m_tileToGroup[tid] = gidx;
-
-        m_groups.push_back(std::move(grp));
-    }
-    return !m_groups.empty();
-}
-
-void AutotileSet::clear()
-{
-    m_groups.clear();
-    m_tileToGroup.clear();
-}
-
-const AutotileGroup* AutotileSet::groupForTile(int tileId) const
-{
-    const auto it = m_tileToGroup.constFind(tileId);
-    if (it == m_tileToGroup.constEnd()) return nullptr;
-    return &m_groups[size_t(it.value())];
-}
-
-// ---------------------------------------------------------------------------
-// blob8
-
-int AutotileSet::computeBitmask(const uint16_t* tiles, int mapW, int mapH,
-                                 int tx, int ty, const AutotileGroup& grp)
-{
-    auto inGrp = [&](int x, int y) -> bool {
-        if (x < 0 || x >= mapW || y < 0 || y >= mapH) return false;
-        return grp.member_tiles.contains(int(tiles[y * mapW + x]));
-    };
-
-    const bool n  = inGrp(tx,   ty-1);
-    const bool e  = inGrp(tx+1, ty);
-    const bool s  = inGrp(tx,   ty+1);
-    const bool w  = inGrp(tx-1, ty);
-    const bool ne = inGrp(tx+1, ty-1) && n && e;
-    const bool se = inGrp(tx+1, ty+1) && s && e;
-    const bool sw = inGrp(tx-1, ty+1) && s && w;
-    const bool nw = inGrp(tx-1, ty-1) && n && w;
-
-    return (n  ?   1 : 0)
-         | (ne ?   2 : 0)
-         | (e  ?   4 : 0)
-         | (se ?   8 : 0)
-         | (s  ?  16 : 0)
-         | (sw ?  32 : 0)
-         | (w  ?  64 : 0)
-         | (nw ? 128 : 0);
-}
-
-int AutotileSet::tileForBitmask(const AutotileGroup& grp, int bitmask)
-{
-    // Exact match
-    auto it = grp.bitmask_to_tile.constFind(bitmask);
-    if (it != grp.bitmask_to_tile.constEnd()) return it.value();
-
-    // Add any implied diagonal bits (blob-8: diagonal only counts when both
-    // adjacent cardinals are set). This recovers corner cases like E+S (20)
-    // that are absent from sparse tables but have an entry at E+S+SE (28).
-    const bool n = bitmask & 1, e = bitmask & 4, s = bitmask & 16, w = bitmask & 64;
-    const int implied = bitmask
-        | (n && e ?   2 : 0)   // NE
-        | (s && e ?   8 : 0)   // SE
-        | (s && w ?  32 : 0)   // SW
-        | (n && w ? 128 : 0);  // NW
-    if (implied != bitmask) {
-        it = grp.bitmask_to_tile.constFind(implied);
-        if (it != grp.bitmask_to_tile.constEnd()) return it.value();
-    }
-
-    // Fall back to fully-surrounded tile
-    it = grp.bitmask_to_tile.constFind(255);
-    if (it != grp.bitmask_to_tile.constEnd()) return it.value();
-    return -1;
-}
-
-// ---------------------------------------------------------------------------
-// 4dir piece
-
-int AutotileSet::computePieceBitmask(const uint16_t* tiles, int mapW, int mapH,
-                                      int px, int py, int piece_size,
-                                      const AutotileGroup& grp)
-{
-    // Check whether any member tile exists along an edge adjacent to this piece.
-    auto edgeHasMember = [&](int x0, int y0, int x1, int y1) -> bool {
-        for (int y = y0; y <= y1; ++y) {
-            if (y < 0 || y >= mapH) continue;
-            for (int x = x0; x <= x1; ++x) {
-                if (x < 0 || x >= mapW) continue;
-                if (grp.member_tiles.contains(int(tiles[y * mapW + x])))
-                    return true;
-            }
-        }
-        return false;
-    };
-
-    const int n = edgeHasMember(px, py - 1, px + piece_size - 1, py - 1)             ? 1 : 0;
-    const int e = edgeHasMember(px + piece_size, py, px + piece_size, py + piece_size - 1) ? 2 : 0;
-    const int s = edgeHasMember(px, py + piece_size, px + piece_size - 1, py + piece_size) ? 4 : 0;
-    const int w = edgeHasMember(px - 1, py, px - 1, py + piece_size - 1)             ? 8 : 0;
-    return n | e | s | w;
-}
-
-const AutotileGroup::Piece* AutotileSet::pieceForBitmask(const AutotileGroup& grp,
-                                                           int bitmask,
-                                                           int intent_bitmask)
-{
-    auto find = [&](int bm) -> const AutotileGroup::Piece* {
-        auto it = grp.bitmask_to_piece.constFind(bm);
-        return (it != grp.bitmask_to_piece.constEnd()) ? &it.value() : nullptr;
-    };
-
-    if (auto* p = find(bitmask)) return p;
-
-    // Axis-aware fallback: pure N/S → vertical (5); pure E/W → horizontal (10).
-    const bool hasN = bitmask & 1, hasE = bitmask & 2, hasS = bitmask & 4, hasW = bitmask & 8;
-    if ((hasN || hasS) && !hasE && !hasW) { if (auto* p = find(5))  return p; }
-    if ((hasE || hasW) && !hasN && !hasS) { if (auto* p = find(10)) return p; }
-
-    // Intent fallback: use the piece type the user was painting with.
-    if (auto* p = find(intent_bitmask)) return p;
-
-    // Last resort: cross (15).
-    return find(15);
-}
diff --git a/src/autotileset.h b/src/autotileset.h
deleted file mode 100644
index 50db5ed..0000000
--- a/src/autotileset.h
+++ /dev/null
@@ -1,90 +0,0 @@
-#pragma once
-#include <QString>
-#include <QHash>
-#include <QSet>
-#include <QPair>
-#include <vector>
-#include <cstdint>
-
-// One terrain group: maps bitmask -> tile ID (blob8) or piece (4dir).
-//
-// blob8 bitmask bit layout (clockwise from top):
-//   bit 0 (  1): N    bit 1 (  2): NE   bit 2 (  4): E
-//   bit 3 (  8): SE   bit 4 ( 16): S    bit 5 ( 32): SW
-//   bit 6 ( 64): W    bit 7 (128): NW
-//   Diagonal bits cleared unless both adjacent cardinal bits are set.
-//
-// 4dir bitmask bit layout:
-//   bit 0 (1): N   bit 1 (2): E   bit 2 (4): S   bit 3 (8): W
-struct AutotileGroup {
-    QString name;
-    bool    is4dir     = false;
-    int     piece_size = 1;        // >1 enables multi-tile piece mode
-
-    // ---- blob8 (piece_size == 1) ----
-    QHash<int,int> bitmask_to_tile; // bitmask -> tile ID
-
-    // ---- 4dir (piece_size > 1) ----
-    struct Piece {
-        int              w = 0, h = 0;
-        std::vector<int> tiles; // row-major [row*w + col], -1 = empty
-    };
-    QHash<int, Piece>          bitmask_to_piece;      // 4dir bitmask -> piece
-    QHash<int, QPair<int,int>> tile_to_offset;         // tile_id -> (dx, dy) within piece
-    QHash<int, int>            tile_to_piece_bitmask;  // tile_id -> its piece's bitmask
-
-    // ---- shared ----
-    QSet<int> member_tiles; // all tile IDs belonging to this group
-};
-
-// Loads a per-tileset JSON sidecar describing autotile terrain groups.
-// Sidecar filename convention: <tileset_stem>.autotile.json
-//
-// blob8 JSON schema:
-//   { "groups": [ { "name": "grass", "bitmask": { "0": 10, "4": 11, … } } ] }
-//
-// 4dir JSON schema (piece_size > 1):
-//   { "groups": [ {
-//       "name": "wall", "type": "4dir", "piece_size": 3,
-//       "member_tiles": [...],
-//       "pieces": {
-//         "10": [[tl,tm,tr],[ml,mm,mr],[bl,bm,br]],
-//         "5":  [[...],[...],[...]]
-//       }
-//   } ] }
-//   Keys in "pieces" are decimal 4dir bitmask strings (0-15).
-class AutotileSet {
-public:
-    bool load(const QString& path);
-    void clear();
-    bool isLoaded() const { return !m_groups.empty(); }
-
-    // Returns the group containing tileId, or nullptr.
-    const AutotileGroup* groupForTile(int tileId) const;
-
-    // ---- blob8 ----
-    // Compute the 8-neighbour bitmask for the tile at (tx, ty).
-    static int computeBitmask(const uint16_t* tiles, int mapW, int mapH,
-                               int tx, int ty, const AutotileGroup& grp);
-
-    // Tile for a blob8 bitmask; falls back to bitmask 255, then -1.
-    static int tileForBitmask(const AutotileGroup& grp, int bitmask);
-
-    // ---- 4dir piece ----
-    // Compute the 4-dir bitmask for the piece whose top-left is at (px, py).
-    static int computePieceBitmask(const uint16_t* tiles, int mapW, int mapH,
-                                    int px, int py, int piece_size,
-                                    const AutotileGroup& grp);
-
-    // Piece for a 4dir bitmask.
-    // intent_bitmask: the piece bitmask of the originally selected tile, used
-    // as a final fallback when the computed bitmask has no exact match and no
-    // axis-based fallback applies (e.g. isolated placement, bitmask 0).
-    static const AutotileGroup::Piece* pieceForBitmask(const AutotileGroup& grp,
-                                                        int bitmask,
-                                                        int intent_bitmask = 15);
-
-private:
-    std::vector<AutotileGroup> m_groups;
-    QHash<int,int>             m_tileToGroup; // tile ID -> index into m_groups
-};
diff --git a/src/mainwindow.cpp b/src/mainwindow.cpp
index 40cf541..d2f40c2 100644
--- a/src/mainwindow.cpp
+++ b/src/mainwindow.cpp
@@ -4,7 +4,6 @@
 #include "stamppanel.h"
 #include "minimap.h"
 #include "maploader.h"
-#include "autotileset.h"
 #include <QMenuBar>
 #include <QToolBar>
 #include <QStatusBar>
@@ -225,13 +224,6 @@ void MainWindow::setupMenus()
     }
     m_toolGroup->actions().first()->setChecked(true);
 
-    tools->addSeparator();
-    m_autotileAct = tools->addAction("&Autotile");
-    m_autotileAct->setCheckable(true);
-    m_autotileAct->setEnabled(false);
-    connect(m_autotileAct, &QAction::toggled, this,
-            [this](bool on) { m_view->setAutotileEnabled(on); });
-
     // View
     QMenu* view = menuBar()->addMenu("&View");
 
@@ -309,8 +301,6 @@ void MainWindow::setupToolbar()
     // checked state and the exclusive group handles mutual exclusivity.
     for (QAction* a : m_toolGroup->actions())
         tb->addAction(a);
-    tb->addSeparator();
-    tb->addAction(m_autotileAct);
 }
 
 // ---------------------------------------------------------------------------
@@ -448,7 +438,6 @@ void MainWindow::openFile(const QString& fn)
     if (!tsPath.isEmpty()) {
         if (m_tileset.load(tsPath)) {
             applyTileset();
-            loadAutotileData(tsPath);
             statusBar()->showMessage("Tileset: " + QFileInfo(tsPath).fileName(), 4000);
         } else {
             QMessageBox::warning(this, "Tileset error",
@@ -649,38 +638,7 @@ void MainWindow::onNewMap()
             m.tileSetName);
     if (!tsFullPath.isEmpty() && m_tileset.load(tsFullPath)) {
         applyTileset();
-        loadAutotileData(tsFullPath);
-    }
-}
-
-void MainWindow::loadAutotileData(const QString& tlsPath)
-{
-    const QFileInfo fi(tlsPath);
-    const QString stem = fi.completeBaseName();
-    const QString sidecar = stem + ".autotile.json";
-
-    QStringList candidates = {
-        fi.dir().filePath(sidecar),
-        QCoreApplication::applicationDirPath() + "/../share/netpanzer-editor/autotile/" + sidecar,
-        QCoreApplication::applicationDirPath() + "/data/autotile/" + sidecar,
-        QCoreApplication::applicationDirPath() + "/../data/autotile/" + sidecar,
-    };
-
-    for (const QString& path : candidates) {
-        AutotileSet ats;
-        if (ats.load(path)) {
-            m_view->setAutotileSet(std::move(ats));
-            m_autotileAct->setEnabled(true);
-            m_autotileAct->setChecked(true);
-            return;
-        }
     }
-
-    // No sidecar found — disable autotile
-    m_view->setAutotileSet(AutotileSet{});
-    m_view->setAutotileEnabled(false);
-    m_autotileAct->setChecked(false);
-    m_autotileAct->setEnabled(false);
 }
 
 void MainWindow::onLoadTileset()
@@ -696,7 +654,6 @@ void MainWindow::onLoadTileset()
     }
     m_view->map().tileSetName = QFileInfo(fn).fileName();
     applyTileset();
-    loadAutotileData(fn);
     statusBar()->showMessage("Tileset: " + QFileInfo(fn).fileName(), 4000);
 }
 
diff --git a/src/mainwindow.h b/src/mainwindow.h
index 93d705e..b5512fe 100644
--- a/src/mainwindow.h
+++ b/src/mainwindow.h
@@ -50,7 +50,6 @@ private slots:
     void setCurrentFile(const QString& path);
     void updateTitle();
     void applyTileset();
-    void loadAutotileData(const QString& tlsPath);
     void openFile(const QString& path);
     void addToRecentFiles(const QString& path);
     QString findTileset(const QString& mapPath, const QString& tileSetName) const;
@@ -69,7 +68,6 @@ private slots:
     QAction*      m_undoAct     = nullptr;
     QAction*      m_redoAct     = nullptr;
     QAction*      m_saveAct     = nullptr;
-    QAction*      m_autotileAct = nullptr;
     QActionGroup* m_toolGroup   = nullptr;
     QMenu*        m_recentMenu  = nullptr;
 
diff --git a/src/mapview.cpp b/src/mapview.cpp
index 29e89f7..9f0f3e9 100644
--- a/src/mapview.cpp
+++ b/src/mapview.cpp
@@ -264,156 +264,21 @@ void MapView::addToStroke(int tx, int ty)
 {
     if (!m_currentStroke) return;
 
-    const AutotileGroup* grp = nullptr;
-    if (m_autotileEnabled && m_autotileSet.isLoaded())
-        grp = m_autotileSet.groupForTile(m_selectedTile);
-
-    // 4dir piece mode: resolve to piece top-left, then paint the whole piece.
-    if (grp && grp->is4dir && grp->piece_size > 1) {
-        auto offIt = grp->tile_to_offset.constFind(m_selectedTile);
-        if (offIt == grp->tile_to_offset.constEnd()) return;
-        const int px = tx - offIt->first;
-        const int py = ty - offIt->second;
-        const int pidx = py * m_map.width + px;
-        if (m_strokeTiles.contains(pidx)) return;
-        addPieceToStroke(px, py, *grp);
-        return;
-    }
-
-    // blob8 / single-tile mode
     const int idx = ty * m_map.width + tx;
     if (m_strokeTiles.contains(idx)) return;
     m_strokeTiles.insert(idx);
 
     const uint16_t oldVal = m_map.tiles[size_t(idx)];
-    uint16_t newVal = uint16_t(m_selectedTile);
-
-    if (grp) {
-        const int bm = AutotileSet::computeBitmask(
-            m_map.tiles.data(), m_map.width, m_map.height, tx, ty, *grp);
-        const int variant = AutotileSet::tileForBitmask(*grp, bm);
-        newVal = uint16_t(variant >= 0 ? variant : m_selectedTile);
-    }
-
+    const uint16_t newVal = uint16_t(m_selectedTile);
     if (oldVal == newVal) return;
 
     m_map.tiles[size_t(idx)] = newVal;
     m_currentStroke->edits.push_back({idx, oldVal, newVal});
 
-    if (grp)
-        updateAutotileNeighbors(tx, ty, *grp);
-
     update();
     emit mapModified();
 }
 
-void MapView::addPieceToStroke(int px, int py, const AutotileGroup& grp)
-{
-    const int pidx = py * m_map.width + px;
-    m_strokeTiles.insert(pidx);
-
-    // Determine intent: the piece type of the currently selected tile.
-    const int intentBm = [&] {
-        auto it = grp.tile_to_piece_bitmask.constFind(m_selectedTile);
-        return (it != grp.tile_to_piece_bitmask.constEnd()) ? it.value() : 15;
-    }();
-
-    const int bm = AutotileSet::computePieceBitmask(
-        m_map.tiles.data(), m_map.width, m_map.height, px, py, grp.piece_size, grp);
-    const AutotileGroup::Piece* piece = AutotileSet::pieceForBitmask(grp, bm, intentBm);
-    if (!piece || piece->tiles.empty()) return;
-
-    applyPieceTiles(px, py, *piece);
-    updatePieceNeighbors(px, py, grp);
-    update();
-    emit mapModified();
-}
-
-void MapView::applyPieceTiles(int px, int py, const AutotileGroup::Piece& piece)
-{
-    for (int r = 0; r < piece.h; ++r) {
-        for (int c = 0; c < piece.w; ++c) {
-            const int tid = piece.tiles[size_t(r * piece.w + c)];
-            if (tid < 0) continue;
-            const int ntx = px + c;
-            const int nty = py + r;
-            if (ntx < 0 || ntx >= m_map.width || nty < 0 || nty >= m_map.height) continue;
-            const int nidx = nty * m_map.width + ntx;
-            const uint16_t oldVal = m_map.tiles[size_t(nidx)];
-            const uint16_t newVal = uint16_t(tid);
-            if (oldVal == newVal) continue;
-            m_map.tiles[size_t(nidx)] = newVal;
-            if (m_currentStroke)
-                m_currentStroke->edits.push_back({nidx, oldVal, newVal});
-        }
-    }
-}
-
-void MapView::updatePieceNeighbors(int px, int py, const AutotileGroup& grp)
-{
-    const int ps = grp.piece_size;
-    // Cardinal offsets to the 4 adjacent piece positions.
-    const int noff[4][2] = {{0,-ps}, {ps,0}, {0,ps}, {-ps,0}};
-
-    QSet<int> visited;
-    for (auto& off : noff) {
-        const int cx = px + off[0];
-        const int cy = py + off[1];
-        // Search the expected piece area for any member tile, then trace to top-left.
-        for (int r = 0; r < ps; ++r) {
-            for (int c = 0; c < ps; ++c) {
-                const int nx = cx + c;
-                const int ny = cy + r;
-                if (nx < 0 || nx >= m_map.width || ny < 0 || ny >= m_map.height) continue;
-                const int tid = int(m_map.tiles[size_t(ny * m_map.width + nx)]);
-                if (!grp.member_tiles.contains(tid)) continue;
-                auto offIt = grp.tile_to_offset.constFind(tid);
-                if (offIt == grp.tile_to_offset.constEnd()) goto next_dir;
-                {
-                    const int npx   = nx - offIt->first;
-                    const int npy   = ny - offIt->second;
-                    const int npidx = npy * m_map.width + npx;
-                    if (visited.contains(npidx)) goto next_dir;
-                    visited.insert(npidx);
-                    const int nbm = AutotileSet::computePieceBitmask(
-                        m_map.tiles.data(), m_map.width, m_map.height,
-                        npx, npy, ps, grp);
-                    // Use the neighbor's current piece type as intent.
-                    auto nIntentIt = grp.tile_to_piece_bitmask.constFind(tid);
-                    const int nIntentBm = (nIntentIt != grp.tile_to_piece_bitmask.constEnd())
-                                          ? nIntentIt.value() : 15;
-                    const AutotileGroup::Piece* np = AutotileSet::pieceForBitmask(grp, nbm, nIntentBm);
-                    if (np) applyPieceTiles(npx, npy, *np);
-                }
-                goto next_dir;
-            }
-        }
-        next_dir:;
-    }
-}
-
-void MapView::updateAutotileNeighbors(int tx, int ty, const AutotileGroup& grp)
-{
-    static const int dx[] = {-1, 0, 1, -1, 1, -1, 0, 1};
-    static const int dy[] = {-1, -1, -1, 0, 0, 1, 1, 1};
-    for (int d = 0; d < 8; ++d) {
-        const int nx = tx + dx[d];
-        const int ny = ty + dy[d];
-        if (nx < 0 || nx >= m_map.width || ny < 0 || ny >= m_map.height) continue;
-        const int nidx = ny * m_map.width + nx;
-        const uint16_t cur = m_map.tiles[size_t(nidx)];
-        if (!grp.member_tiles.contains(int(cur))) continue;
-        const int bm = AutotileSet::computeBitmask(
-            m_map.tiles.data(), m_map.width, m_map.height, nx, ny, grp);
-        const int variant = AutotileSet::tileForBitmask(grp, bm);
-        const uint16_t nv = uint16_t(variant >= 0 ? variant : cur);
-        if (nv == cur) continue;
-        m_map.tiles[size_t(nidx)] = nv;
-        if (m_currentStroke)
-            m_currentStroke->edits.push_back({nidx, cur, nv});
-    }
-}
-
 void MapView::commitStroke()
 {
     if (m_currentStroke && !m_currentStroke->empty()) {
diff --git a/src/mapview.h b/src/mapview.h
index bf8e8ca..81cf9a5 100644
--- a/src/mapview.h
+++ b/src/mapview.h
@@ -12,7 +12,6 @@
 #include "tlsloader.h"
 #include "commands.h"
 #include "stamp.h"
-#include "autotileset.h"
 
 enum class Tool {
     TilePaint,       // left-drag paints selected tile
@@ -54,11 +53,6 @@ class MapView : public QWidget {
     void setSelectedTile(int id) { m_selectedTile = id; }
     int  selectedTile()   const  { return m_selectedTile; }
 
-    // Autotiling
-    void setAutotileSet(AutotileSet ats) { m_autotileSet = std::move(ats); }
-    void setAutotileEnabled(bool en)     { m_autotileEnabled = en; }
-    bool autotileEnabled() const         { return m_autotileEnabled; }
-
     // Rect selection
     QRect selection() const { return m_selection; }
     bool  hasSelection() const { return !m_selection.isNull(); }
@@ -123,12 +117,6 @@ class MapView : public QWidget {
     void startStroke();
     void addToStroke(int tx, int ty);
     void commitStroke();
-    void updateAutotileNeighbors(int tx, int ty, const AutotileGroup& grp);
-
-    // 4dir piece helpers
-    void addPieceToStroke(int px, int py, const AutotileGroup& grp);
-    void updatePieceNeighbors(int px, int py, const AutotileGroup& grp);
-    void applyPieceTiles(int px, int py, const AutotileGroup::Piece& piece);
 
     // Command stack (unified for tiles and objects)
     // pushCommand: command already applied to m_map (tile batches)
@@ -151,10 +139,6 @@ class MapView : public QWidget {
     int  m_selectedTile = 0;
     int  m_selectedObj  = -1;
 
-    // Autotile state
-    AutotileSet m_autotileSet;
-    bool        m_autotileEnabled = false;
-
     // Rect selection state
     QRect  m_selection;          // in tile coords, null if none
     bool   m_selecting  = false;
diff --git a/tools/derive_autotile_bitmasks.py b/tools/derive_autotile_bitmasks.py
deleted file mode 100644
index 78abfa0..0000000
--- a/tools/derive_autotile_bitmasks.py
+++ /dev/null
@@ -1,375 +0,0 @@
-#!/usr/bin/env python3
-"""
-derive_autotile_bitmasks.py — Infer blob-8 bitmask mappings for summer12mb.tls
-by analysing tile pixel data.
-
-Strategy
---------
-For each terrain group defined in the input autotile JSON:
-  1. Find the "interior" reference tile — the tile whose edges most closely
-     resemble its own centre (i.e. the fully-surrounded, bitmask-255 tile).
-  2. For every other tile in the group, compare each of the 8 directional
-     edge zones against the reference tile's same zone.
-  3. A zone that matches the reference is treated as "neighbour present"
-     (bit = 1); one that diverges is "exposed edge" (bit = 0).
-  4. Build the bitmask and select the best tile per canonical bitmask value.
-
-Output
-------
-  <out>.autotile.json   — copy of the input with "bitmask" populated for
-                          every group that was analysable.
-  <out>.bitmask_report.txt — per-group confidence scores for review.
-
-Usage
------
-  python3 tools/derive_autotile_bitmasks.py \\
-      --tls  /path/to/summer12mb.tls \\
-      --act  /path/to/netp.act \\
-      --json data/autotile/summer12mb.autotile.json \\
-      --out  /tmp/summer12mb_derived
-"""
-
-import argparse
-import json
-import math
-import os
-import struct
-
-# ---------------------------------------------------------------------------
-# TLS loader
-# ---------------------------------------------------------------------------
-
-def load_tls(tls_path, act_path=None):
-    with open(tls_path, 'rb') as f:
-        data = f.read()
-
-    version, xpix, ypix, tile_count = struct.unpack_from('<HHHH', data, 64)
-    assert xpix == 32 and ypix == 32, "Only 32×32 tiles supported"
-
-    # Palette from TLS
-    pal = []
-    for i in range(256):
-        base = 72 + i * 3
-        pal.append((data[base], data[base+1], data[base+2]))
-
-    # Override with netp.act if provided
-    if act_path and os.path.exists(act_path):
-        with open(act_path, 'rb') as f:
-            act = f.read()
-        if len(act) >= 768:
-            pal = [(act[i*3], act[i*3+1], act[i*3+2]) for i in range(256)]
-
-    px_offset = 840 + tile_count * 3
-    stride = xpix * ypix
-    actual = min(tile_count, (len(data) - px_offset) // stride)
-
-    tiles = []
-    for i in range(actual):
-        start = px_offset + i * stride
-        tiles.append(data[start:start+stride])
-
-    return tiles, pal, xpix, ypix
-
-
-# ---------------------------------------------------------------------------
-# Edge zone extraction
-# ---------------------------------------------------------------------------
-
-W = H = 32
-ZONE_W = 5   # how many pixels wide each directional zone is
-
-def tile_rgb(tile_bytes, pal):
-    """Convert indexed tile to flat list of (R,G,B) tuples."""
-    return [pal[b] for b in tile_bytes]
-
-def zone_pixels(rgb, direction):
-    """
-    Return pixel list for one of the 8 directional zones.
-    Zones are ZONE_W pixels wide/tall; diagonal zones are ZONE_W×ZONE_W corners.
-    """
-    z = ZONE_W
-    pixels = []
-    if direction == 'N':
-        for y in range(z):
-            for x in range(W):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'S':
-        for y in range(H - z, H):
-            for x in range(W):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'E':
-        for y in range(H):
-            for x in range(W - z, W):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'W':
-        for y in range(H):
-            for x in range(z):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'NE':
-        for y in range(z):
-            for x in range(W - z, W):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'SE':
-        for y in range(H - z, H):
-            for x in range(W - z, W):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'SW':
-        for y in range(H - z, H):
-            for x in range(z):
-                pixels.append(rgb[y * W + x])
-    elif direction == 'NW':
-        for y in range(z):
-            for x in range(z):
-                pixels.append(rgb[y * W + x])
-    return pixels
-
-DIRECTIONS = ['N', 'NE', 'E', 'SE', 'S', 'SW', 'W', 'NW']
-BIT = {'N': 1, 'NE': 2, 'E': 4, 'SE': 8, 'S': 16, 'SW': 32, 'W': 64, 'NW': 128}
-
-def zone_distance(z1, z2):
-    """Mean Euclidean RGB distance between two equal-length pixel lists."""
-    total = 0.0
-    for (r1,g1,b1), (r2,g2,b2) in zip(z1, z2):
-        total += math.sqrt((r1-r2)**2 + (g1-g2)**2 + (b1-b2)**2)
-    return total / len(z1) if z1 else 0.0
-
-
-# ---------------------------------------------------------------------------
-# Reference tile selection
-# ---------------------------------------------------------------------------
-
-def centre_rgb(rgb):
-    """Return pixels from the central 16×16 region."""
-    cx, cy = W // 4, H // 4
-    pixels = []
-    for y in range(cy, H - cy):
-        for x in range(cx, W - cx):
-            pixels.append(rgb[y * W + x])
-    return pixels
-
-def uniformity_score(rgb):
-    """
-    How similar are the edges to the centre?
-    Lower = more uniform = more likely a fully-interior tile.
-    """
-    centre = centre_rgb(rgb)
-    # average colour of centre
-    rc = sum(p[0] for p in centre) / len(centre)
-    gc = sum(p[1] for p in centre) / len(centre)
-    bc = sum(p[2] for p in centre) / len(centre)
-    centre_avg = (rc, gc, bc)
-
-    total = 0.0
-    for d in ['N', 'S', 'E', 'W']:
-        for p in zone_pixels(rgb, d):
-            total += math.sqrt((p[0]-rc)**2 + (p[1]-gc)**2 + (p[2]-bc)**2)
-    return total
-
-def find_reference_tile(tile_ids, tiles, pal):
-    """Return the tile ID that is most uniform (best candidate for bitmask 255)."""
-    best_id = None
-    best_score = float('inf')
-    for tid in tile_ids:
-        if tid < 0 or tid >= len(tiles):
-            continue
-        rgb = tile_rgb(tiles[tid], pal)
-        score = uniformity_score(rgb)
-        if score < best_score:
-            best_score = score
-            best_id = tid
-    return best_id
-
-
-# ---------------------------------------------------------------------------
-# Bitmask assignment
-# ---------------------------------------------------------------------------
-
-def assign_bitmask(tile_rgb, ref_rgb, threshold):
-    """
-    Compare each directional zone of tile_rgb against ref_rgb.
-    Zone distance < threshold → neighbour present (bit = 1).
-    Returns (bitmask, {direction: distance}).
-    """
-    bitmask = 0
-    distances = {}
-    for d in DIRECTIONS:
-        tz = zone_pixels(tile_rgb, d)
-        rz = zone_pixels(ref_rgb, d)
-        dist = zone_distance(tz, rz)
-        distances[d] = dist
-        if dist < threshold:
-            bitmask |= BIT[d]
-
-    # Clamp diagonals: diagonal bit only valid when both adjacent cardinals set
-    if not (bitmask & 1 and bitmask & 4):   bitmask &= ~2    # NE needs N and E
-    if not (bitmask & 4 and bitmask & 16):  bitmask &= ~8    # SE needs E and S
-    if not (bitmask & 16 and bitmask & 64): bitmask &= ~32   # SW needs S and W
-    if not (bitmask & 1 and bitmask & 64):  bitmask &= ~128  # NW needs N and W
-
-    return bitmask, distances
-
-
-def canonical_bitmasks():
-    blobs = set()
-    for raw in range(256):
-        n=bool(raw&1); ne=bool(raw&2); e=bool(raw&4); se=bool(raw&8)
-        s=bool(raw&16); sw=bool(raw&32); w=bool(raw&64); nw=bool(raw&128)
-        ne=ne and n and e; se=se and s and e; sw=sw and s and w; nw=nw and n and w
-        blobs.add(n*1|ne*2|e*4|se*8|s*16|sw*32|w*64|nw*128)
-    return blobs
-
-CANONICAL = canonical_bitmasks()
-
-
-# ---------------------------------------------------------------------------
-# Auto-threshold calibration
-# ---------------------------------------------------------------------------
-
-def calibrate_threshold(tile_ids, tiles, pal, ref_id,
-                        low=5.0, high=60.0, steps=20):
-    """
-    Find threshold that maximises coverage of canonical bitmasks while
-    minimising collisions (multiple tiles mapping to the same bitmask).
-    Returns (best_threshold, bitmask_dict).
-    """
-    ref_rgb = tile_rgb(tiles[ref_id], pal)
-    best_thresh = low
-    best_coverage = 0
-    best_map = {}
-
-    for step in range(steps + 1):
-        thresh = low + (high - low) * step / steps
-        bitmask_map = {}   # bitmask → (tile_id, avg_dist)
-
-        for tid in tile_ids:
-            if tid < 0 or tid >= len(tiles) or tid == ref_id:
-                continue
-            rgb = tile_rgb(tiles[tid], pal)
-            bm, dists = assign_bitmask(rgb, ref_rgb, thresh)
-            if bm not in CANONICAL:
-                continue
-            avg_dist = sum(dists.values()) / len(dists)
-            if bm not in bitmask_map or avg_dist < bitmask_map[bm][1]:
-                bitmask_map[bm] = (tid, avg_dist)
-
-        # Always include the reference tile as bitmask 255
-        bitmask_map[255] = (ref_id, 0.0)
-
-        coverage = len(bitmask_map)
-        if coverage > best_coverage:
-            best_coverage = coverage
-            best_thresh = thresh
-            best_map = bitmask_map
-
-    return best_thresh, best_map
-
-
-# ---------------------------------------------------------------------------
-# Main
-# ---------------------------------------------------------------------------
-
-def main():
-    ap = argparse.ArgumentParser(description=__doc__,
-                                 formatter_class=argparse.RawDescriptionHelpFormatter)
-    ap.add_argument('--tls',  required=True, help='Path to summer12mb.tls')
-    ap.add_argument('--act',  default=None,  help='Path to netp.act palette')
-    ap.add_argument('--json', required=True, help='Input autotile JSON')
-    ap.add_argument('--out',  required=True, help='Output path stem (no extension)')
-    ap.add_argument('--threshold', type=float, default=None,
-                    help='Override edge-match threshold (default: auto-calibrate)')
-    args = ap.parse_args()
-
-    print(f"Loading {args.tls} ...")
-    tiles, pal, tw, th = load_tls(args.tls, args.act)
-    print(f"  {len(tiles)} tiles, {tw}×{th} px")
-
-    with open(args.json) as f:
-        doc = json.load(f)
-
-    report_lines = []
-    groups_out = []
-
-    for grp in doc.get('groups', []):
-        name = grp.get('name', '?')
-        member_tiles = grp.get('member_tiles', [])
-        valid = [t for t in member_tiles if 0 <= t < len(tiles)]
-
-        print(f"\nGroup '{name}': {len(valid)} tiles")
-
-        # Skip groups that already have bitmask data
-        if grp.get('bitmask') and len(grp['bitmask']) > 5:
-            print(f"  already has {len(grp['bitmask'])} bitmask entries — keeping")
-            groups_out.append(grp)
-            report_lines.append(f"{name}: kept existing ({len(grp['bitmask'])} entries)")
-            continue
-
-        if len(valid) < 2:
-            print(f"  too few tiles, skipping")
-            groups_out.append(grp)
-            continue
-
-        ref_id = find_reference_tile(valid, tiles, pal)
-        print(f"  reference tile (bitmask 255): {ref_id}")
-
-        if args.threshold is not None:
-            thresh = args.threshold
-            ref_rgb = tile_rgb(tiles[ref_id], pal)
-            bm_map = {}
-            for tid in valid:
-                if tid == ref_id:
-                    continue
-                rgb = tile_rgb(tiles[tid], pal)
-                bm, dists = assign_bitmask(rgb, ref_rgb, thresh)
-                if bm not in CANONICAL:
-                    continue
-                avg_dist = sum(dists.values()) / len(dists)
-                if bm not in bm_map or avg_dist < bm_map[bm][1]:
-                    bm_map[bm] = (tid, avg_dist)
-            bm_map[255] = (ref_id, 0.0)
-        else:
-            thresh, bm_map = calibrate_threshold(valid, tiles, pal, ref_id)
-            print(f"  auto-calibrated threshold: {thresh:.1f}")
-
-        coverage = len(bm_map)
-        print(f"  bitmasks mapped: {coverage} / 47 canonical")
-
-        # Build JSON bitmask object {str(bitmask): tile_id}
-        bitmask_json = {str(bm): tid for bm, (tid, _) in sorted(bm_map.items())}
-
-        grp_out = dict(grp)
-        grp_out['bitmask'] = bitmask_json
-        groups_out.append(grp_out)
-
-        report = (f"{name}: ref={ref_id} thresh={thresh:.1f} "
-                  f"coverage={coverage}/47")
-        report_lines.append(report)
-
-        # Show distribution of distances at calibrated threshold for diagnostics
-        ref_rgb = tile_rgb(tiles[ref_id], pal)
-        all_avg_dists = []
-        for tid in valid:
-            if tid >= len(tiles): continue
-            rgb = tile_rgb(tiles[tid], pal)
-            _, dists = assign_bitmask(rgb, ref_rgb, thresh)
-            all_avg_dists.append(sum(dists.values()) / len(dists))
-        if all_avg_dists:
-            all_avg_dists.sort()
-            p25 = all_avg_dists[len(all_avg_dists)//4]
-            p75 = all_avg_dists[3*len(all_avg_dists)//4]
-            print(f"  avg dist p25={p25:.1f} p75={p75:.1f}")
-
-    doc_out = dict(doc)
-    doc_out['groups'] = groups_out
-
-    json_out = args.out + '.autotile.json'
-    with open(json_out, 'w') as f:
-        json.dump(doc_out, f, indent=2)
-    print(f"\nWrote {json_out}")
-
-    report_out = args.out + '.bitmask_report.txt'
-    with open(report_out, 'w') as f:
-        f.write('\n'.join(report_lines) + '\n')
-    print(f"Wrote {report_out}")
-
-if __name__ == '__main__':
-    main()