diff --git a/lib/python/qmk/cli/painter/convert_graphics.py b/lib/python/qmk/cli/painter/convert_graphics.py
index 2519c49b25f..553c26aa5d5 100644
--- a/lib/python/qmk/cli/painter/convert_graphics.py
+++ b/lib/python/qmk/cli/painter/convert_graphics.py
@@ -1,10 +1,8 @@
 """This script tests QGF functionality.
 """
-import re
-import datetime
 from io import BytesIO
 from qmk.path import normpath
-from qmk.painter import render_header, render_source, render_license, render_bytes, valid_formats
+from qmk.painter import generate_subs, render_header, render_source, valid_formats
 from milc import cli
 from PIL import Image
 
@@ -12,7 +10,7 @@ from PIL import Image
 @cli.argument('-v', '--verbose', arg_only=True, action='store_true', help='Turns on verbose output.')
 @cli.argument('-i', '--input', required=True, help='Specify input graphic file.')
 @cli.argument('-o', '--output', default='', help='Specify output directory. Defaults to same directory as input.')
-@cli.argument('-f', '--format', required=True, help='Output format, valid types: %s' % (', '.join(valid_formats.keys())))
+@cli.argument('-f', '--format', required=True, help=f'Output format, valid types: {", ".join(valid_formats.keys())}')
 @cli.argument('-r', '--no-rle', arg_only=True, action='store_true', help='Disables the use of RLE when encoding images.')
 @cli.argument('-d', '--no-deltas', arg_only=True, action='store_true', help='Disables the use of delta frames when encoding animations.')
 @cli.argument('-w', '--raw', arg_only=True, action='store_true', help='Writes out the QGF file as raw data instead of c/h combo.')
@@ -51,43 +49,31 @@ def painter_convert_graphics(cli):
 
     # Convert the image to QGF using PIL
     out_data = BytesIO()
-    input_img.save(out_data, "QGF", use_deltas=(not cli.args.no_deltas), use_rle=(not cli.args.no_rle), qmk_format=format, verbose=cli.args.verbose)
+    metadata = []
+    input_img.save(out_data, "QGF", use_deltas=(not cli.args.no_deltas), use_rle=(not cli.args.no_rle), qmk_format=format, verbose=cli.args.verbose, metadata=metadata)
     out_bytes = out_data.getvalue()
 
     if cli.args.raw:
-        raw_file = cli.args.output / (cli.args.input.stem + ".qgf")
+        raw_file = cli.args.output / f"{cli.args.input.stem}.qgf"
         with open(raw_file, 'wb') as raw:
             raw.write(out_bytes)
         return
 
     # Work out the text substitutions for rendering the output data
-    subs = {
-        'generated_type': 'image',
-        'var_prefix': 'gfx',
-        'generator_command': f'qmk painter-convert-graphics -i {cli.args.input.name} -f {cli.args.format}',
-        'year': datetime.date.today().strftime("%Y"),
-        'input_file': cli.args.input.name,
-        'sane_name': re.sub(r"[^a-zA-Z0-9]", "_", cli.args.input.stem),
-        'byte_count': len(out_bytes),
-        'bytes_lines': render_bytes(out_bytes),
-        'format': cli.args.format,
-    }
-
-    # Render the license
-    subs.update({'license': render_license(subs)})
+    args_str = " ".join((f"--{arg} {getattr(cli.args, arg.replace('-', '_'))}" for arg in ["input", "output", "format", "no-rle", "no-deltas"]))
+    command = f"qmk painter-convert-graphics {args_str}"
+    subs = generate_subs(cli, out_bytes, image_metadata=metadata, command=command)
 
     # Render and write the header file
     header_text = render_header(subs)
-    header_file = cli.args.output / (cli.args.input.stem + ".qgf.h")
+    header_file = cli.args.output / f"{cli.args.input.stem}.qgf.h"
     with open(header_file, 'w') as header:
         print(f"Writing {header_file}...")
         header.write(header_text)
-        header.close()
 
     # Render and write the source file
     source_text = render_source(subs)
-    source_file = cli.args.output / (cli.args.input.stem + ".qgf.c")
+    source_file = cli.args.output / f"{cli.args.input.stem}.qgf.c"
     with open(source_file, 'w') as source:
         print(f"Writing {source_file}...")
         source.write(source_text)
-        source.close()
diff --git a/lib/python/qmk/cli/painter/make_font.py b/lib/python/qmk/cli/painter/make_font.py
index c0189920d2d..19db8449316 100644
--- a/lib/python/qmk/cli/painter/make_font.py
+++ b/lib/python/qmk/cli/painter/make_font.py
@@ -1,12 +1,10 @@
 """This script automates the conversion of font files into a format QMK firmware understands.
 """
 
-import re
-import datetime
 from io import BytesIO
 from qmk.path import normpath
-from qmk.painter_qff import QFFFont
-from qmk.painter import render_header, render_source, render_license, render_bytes, valid_formats
+from qmk.painter_qff import _generate_font_glyphs_list, QFFFont
+from qmk.painter import generate_subs, render_header, render_source, valid_formats
 from milc import cli
 
 
@@ -31,7 +29,7 @@ def painter_make_font_image(cli):
 @cli.argument('-o', '--output', default='', help='Specify output directory. Defaults to same directory as input.')
 @cli.argument('-n', '--no-ascii', arg_only=True, action='store_true', help='Disables output of the full ASCII character set (0x20..0x7E), exporting only the glyphs specified.')
 @cli.argument('-u', '--unicode-glyphs', default='', help='Also generate the specified unicode glyphs.')
-@cli.argument('-f', '--format', required=True, help='Output format, valid types: %s' % (', '.join(valid_formats.keys())))
+@cli.argument('-f', '--format', required=True, help=f'Output format, valid types: {", ".join(valid_formats.keys())}')
 @cli.argument('-r', '--no-rle', arg_only=True, action='store_true', help='Disable the use of RLE to minimise converted image size.')
 @cli.argument('-w', '--raw', arg_only=True, action='store_true', help='Writes out the QFF file as raw data instead of c/h combo.')
 @cli.subcommand('Converts an input font image to something QMK firmware understands')
@@ -53,43 +51,31 @@ def painter_convert_font_image(cli):
 
     # Render out the data
     out_data = BytesIO()
-    font.save_to_qff(format, (False if cli.args.no_rle else True), out_data)
+    font.save_to_qff(format, not cli.args.no_rle, out_data)
     out_bytes = out_data.getvalue()
 
     if cli.args.raw:
-        raw_file = cli.args.output / (cli.args.input.stem + ".qff")
+        raw_file = cli.args.output / f"{cli.args.input.stem}.qff"
         with open(raw_file, 'wb') as raw:
             raw.write(out_bytes)
         return
 
     # Work out the text substitutions for rendering the output data
-    subs = {
-        'generated_type': 'font',
-        'var_prefix': 'font',
-        'generator_command': f'qmk painter-convert-font-image -i {cli.args.input.name} -f {cli.args.format}',
-        'year': datetime.date.today().strftime("%Y"),
-        'input_file': cli.args.input.name,
-        'sane_name': re.sub(r"[^a-zA-Z0-9]", "_", cli.args.input.stem),
-        'byte_count': len(out_bytes),
-        'bytes_lines': render_bytes(out_bytes),
-        'format': cli.args.format,
-    }
-
-    # Render the license
-    subs.update({'license': render_license(subs)})
+    args_str = " ".join((f"--{arg} {getattr(cli.args, arg.replace('-', '_'))}" for arg in ["input", "output", "no-ascii", "unicode-glyphs", "format", "no-rle"]))
+    command = f"qmk painter-convert-font-image {args_str}"
+    metadata = {"glyphs": _generate_font_glyphs_list(not cli.args.no_ascii, cli.args.unicode_glyphs)}
+    subs = generate_subs(cli, out_bytes, font_metadata=metadata, command=command)
 
     # Render and write the header file
     header_text = render_header(subs)
-    header_file = cli.args.output / (cli.args.input.stem + ".qff.h")
+    header_file = cli.args.output / f"{cli.args.input.stem}.qff.h"
     with open(header_file, 'w') as header:
         print(f"Writing {header_file}...")
         header.write(header_text)
-        header.close()
 
     # Render and write the source file
     source_text = render_source(subs)
-    source_file = cli.args.output / (cli.args.input.stem + ".qff.c")
+    source_file = cli.args.output / f"{cli.args.input.stem}.qff.c"
     with open(source_file, 'w') as source:
         print(f"Writing {source_file}...")
         source.write(source_text)
-        source.close()
diff --git a/lib/python/qmk/painter.py b/lib/python/qmk/painter.py
index 381a9964431..512a486ce87 100644
--- a/lib/python/qmk/painter.py
+++ b/lib/python/qmk/painter.py
@@ -1,5 +1,6 @@
 """Functions that help us work with Quantum Painter's file formats.
 """
+import datetime
 import math
 import re
 from string import Template
@@ -79,6 +80,105 @@ valid_formats = {
     }
 }
 
+
+def _render_text(values):
+    # FIXME: May need more chars with GIFs containing lots of frames (or longer durations)
+    return "|".join([f"{i:4d}" for i in values])
+
+
+def _render_numeration(metadata):
+    return _render_text(range(len(metadata)))
+
+
+def _render_values(metadata, key):
+    return _render_text([i[key] for i in metadata])
+
+
+def _render_image_metadata(metadata):
+    size = metadata.pop(0)
+
+    lines = [
+        "// Image's metadata",
+        "// ----------------",
+        f"// Width: {size['width']}",
+        f"// Height: {size['height']}",
+    ]
+
+    if len(metadata) == 1:
+        lines.append("// Single frame")
+
+    else:
+        lines.extend([
+            f"//        Frame: {_render_numeration(metadata)}",
+            f"// Duration(ms): {_render_values(metadata, 'delay')}",
+            f"//  Compression: {_render_values(metadata, 'compression')} >> See qp.h, painter_compression_t",
+            f"//        Delta: {_render_values(metadata, 'delta')}",
+        ])
+
+        deltas = []
+        for i, v in enumerate(metadata):
+            # Not a delta frame, go to next one
+            if not v["delta"]:
+                continue
+
+            # Unpack rect's coords
+            l, t, r, b = v["delta_rect"]
+
+            delta_px = (r - l) * (b - t)
+            px = size["width"] * size["height"]
+
+            # FIXME: May need need more chars here too
+            deltas.append(f"// Frame {i:3d}: ({l:3d}, {t:3d}) - ({r:3d}, {b:3d}) >> {delta_px:4d}/{px:4d} pixels ({100*delta_px/px:.2f}%)")
+
+        if deltas:
+            lines.append("// Areas on delta frames")
+            lines.extend(deltas)
+
+    return "\n".join(lines)
+
+
+def generate_subs(cli, out_bytes, *, font_metadata=None, image_metadata=None, command):
+    if font_metadata is not None and image_metadata is not None:
+        raise ValueError("Cant generate subs for font and image at the same time")
+
+    subs = {
+        "year": datetime.date.today().strftime("%Y"),
+        "input_file": cli.args.input.name,
+        "sane_name": re.sub(r"[^a-zA-Z0-9]", "_", cli.args.input.stem),
+        "byte_count": len(out_bytes),
+        "bytes_lines": render_bytes(out_bytes),
+        "format": cli.args.format,
+        "generator_command": command,
+    }
+
+    if font_metadata is not None:
+        subs.update({
+            "generated_type": "font",
+            "var_prefix": "font",
+            # not using triple quotes to avoid extra indentation/weird formatted code
+            "metadata": "\n".join([
+                "// Font's metadata",
+                "// ---------------",
+                f"// Glyphs: {', '.join([i for i in font_metadata['glyphs']])}",
+            ]),
+        })
+
+    elif image_metadata is not None:
+        subs.update({
+            "generated_type": "image",
+            "var_prefix": "gfx",
+            "generator_command": command,
+            "metadata": _render_image_metadata(image_metadata),
+        })
+
+    else:
+        raise ValueError("Pass metadata for either an image or a font")
+
+    subs.update({"license": render_license(subs)})
+
+    return subs
+
+
 license_template = """\
 // Copyright ${year} QMK -- generated source code only, ${generated_type} retains original copyright
 // SPDX-License-Identifier: GPL-2.0-or-later
@@ -110,6 +210,8 @@ def render_header(subs):
 
 source_file_template = """\
 ${license}
+${metadata}
+
 #include <qp.h>
 
 const uint32_t ${var_prefix}_${sane_name}_length = ${byte_count};
diff --git a/lib/python/qmk/painter_qgf.py b/lib/python/qmk/painter_qgf.py
index cc4697f1c62..67ef0dd2338 100644
--- a/lib/python/qmk/painter_qgf.py
+++ b/lib/python/qmk/painter_qgf.py
@@ -327,8 +327,9 @@ def _compress_image(frame, last_frame, *, use_rle, use_deltas, format_, **_kwarg
 
 
 # Helper function to save each frame to the output file
-def _write_frame(idx, frame, last_frame, *, fp, frame_offsets, **kwargs):
-    # Not an argument of the function as it would consume from **kwargs
+def _write_frame(idx, frame, last_frame, *, fp, frame_offsets, metadata, **kwargs):
+    # Not an argument of the function as it would then not be part of kwargs
+    # This would cause an issue with `_compress_image(**kwargs)` missing an argument
     format_ = kwargs["format_"]
 
     # (potentially) Apply RLE and/or delta, and work out output image's information
@@ -370,6 +371,21 @@ def _write_frame(idx, frame, last_frame, *, fp, frame_offsets, **kwargs):
         vprint(f'{f"Frame {idx:3d} delta":26s} {fp.tell():5d}d / {fp.tell():04X}h')
         delta_descriptor.write(fp)
 
+    # Store metadata, showed later in a comment in the generated file
+    frame_metadata = {
+        "compression": frame_descriptor.compression,
+        "delta": frame_descriptor.is_delta,
+        "delay": frame_descriptor.delay,
+    }
+    if frame_metadata["delta"]:
+        frame_metadata.update({"delta_rect": [
+            delta_descriptor.left,
+            delta_descriptor.top,
+            delta_descriptor.right,
+            delta_descriptor.bottom,
+        ]})
+    metadata.append(frame_metadata)
+
     # Write out the data for this frame to the output
     data_descriptor = QGFFrameDataDescriptorV1()
     data_descriptor.data = image_data
@@ -383,6 +399,10 @@ def _save(im, fp, _filename):
     # Work out from the parameters if we need to do anything special
     encoderinfo = im.encoderinfo.copy()
 
+    # Store image file in metadata structure
+    metadata = encoderinfo.get("metadata", [])
+    metadata.append({"width": im.width, "height": im.height})
+
     # Helper for prints, noop taking any args if not verbose
     global vprint
     verbose = encoderinfo.get("verbose", False)
@@ -417,7 +437,7 @@ def _save(im, fp, _filename):
     frame_offsets.write(fp)
 
     # Iterate over each if the input frames, writing it to the output in the process
-    write_frame = functools.partial(_write_frame, format_=encoderinfo["qmk_format"], fp=fp, use_deltas=encoderinfo.get("use_deltas", True), use_rle=encoderinfo.get("use_rle", True), frame_offsets=frame_offsets)
+    write_frame = functools.partial(_write_frame, format_=encoderinfo["qmk_format"], fp=fp, use_deltas=encoderinfo.get("use_deltas", True), use_rle=encoderinfo.get("use_rle", True), frame_offsets=frame_offsets, metadata=metadata)
     for_all_frames(write_frame)
 
     # Go back and update the graphics descriptor now that we can determine the final file size