diff --git a/examples/pycuc/README.md b/examples/pycuc/README.md
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+++ b/examples/pycuc/README.md
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+# pycuc Examples
+
+Each sub-directory contains a self-contained example. The order in
+which the examples are to appear is specified in `order.json` (an
+array of directory names in the expected order).
+
+In each example directory you'll find:
+
+* `config.toml` - must conform to the specification outlined here:
+  https://docs.pyscript.net/latest/user-guide/configuration/ This is
+  parsed and ultimately turned into a JSON representation as part of
+  the package's API object.
+* `setup.py` - Python code for contextual and environmental setup,
+  NOT SEEN BY THE END USER, but is run before the `code.py` code is
+  evaluated. Allows us to create useful (IPython) shims, avoid
+  repeating boilerplate and whatnot.
+* `code.py` - the actual code added to the editor which forms the
+  practical example of using the package.
diff --git a/examples/pycuc/converter_objects/code.py b/examples/pycuc/converter_objects/code.py
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+++ b/examples/pycuc/converter_objects/code.py
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+# ---------------------------------------------------------------------
+# Reusable converter objects with create_cuc()
+# ---------------------------------------------------------------------
+import pycuc
+
+
+heading("Carry a value around as a converter object")
+note(
+    "When the same quantity is expressed in many units, "
+    "pycuc.create_cuc(value, unit) wraps it in a small object whose "
+    ".convert(target) method returns the value in any compatible unit."
+)
+
+# A weather station logged a gust of 22 m/s. Let's express it in a few
+# transport-friendly units without retyping the value each time.
+wind_gust = pycuc.create_cuc(22, "m/s")
+
+reports = {
+    "km/h": wind_gust.convert("km/h"),
+    "mph": wind_gust.convert("mph"),
+    "knot": wind_gust.convert("knot"),
+    "ft/s": wind_gust.convert("ft/s"),
+}
+
+note("A 22 m/s gust, in several velocity units:")
+for unit, value in reports.items():
+    note(f"&nbsp;&nbsp;<strong>{value:7.2f}</strong> {unit}")
+
+heading("A small conversion table")
+note(
+    "Build a tidy table of energy values by looping over a list of "
+    "target units. The same pattern works for any PyCUC category."
+)
+
+battery_energy = pycuc.create_cuc(1.5, "kWh")
+energy_units = ["J", "kJ", "Wh", "kWh", "cal", "kcal", "BTU"]
+
+rows = "".join(
+    f"<tr><td>{unit}</td>"
+    f"<td style='text-align:right'>{battery_energy.convert(unit):,.3f}</td></tr>"
+    for unit in energy_units
+)
+table_html = (
+    "<table border='1' cellpadding='6' style='border-collapse:collapse'>"
+    "<tr><th>Unit</th><th>1.5 kWh as...</th></tr>"
+    f"{rows}</table>"
+)
+display(HTML(table_html), append=True)
diff --git a/examples/pycuc/converter_objects/config.toml b/examples/pycuc/converter_objects/config.toml
new file mode 100644
index 0000000..682f5d8
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+++ b/examples/pycuc/converter_objects/config.toml
@@ -0,0 +1 @@
+packages = ["pycuc"]
diff --git a/examples/pycuc/converter_objects/setup.py b/examples/pycuc/converter_objects/setup.py
new file mode 100644
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+++ b/examples/pycuc/converter_objects/setup.py
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+"""Lightweight setup for the second example. Mirrors the names from cell 1."""
+import js
+from pyscript import window, HTML, display as _display
+
+js.alert = window.alert
+
+
+def display(*args, **kwargs):
+    return _display(
+        *args, **kwargs, target=__pyscript_display_target__,
+    )
+
+
+def heading(text, level=2):
+    display(HTML(f"<h{level}>{text}</h{level}>"), append=True)
+
+
+def note(text):
+    display(HTML(f"<p>{text}</p>"), append=True)
+
diff --git a/examples/pycuc/custom_units/code.py b/examples/pycuc/custom_units/code.py
new file mode 100644
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+++ b/examples/pycuc/custom_units/code.py
@@ -0,0 +1,42 @@
+# ---------------------------------------------------------------------
+# Defining your own units with add_custom_unit()
+# ---------------------------------------------------------------------
+import pycuc
+
+
+heading("Teaching PyCUC a new unit")
+note(
+    "Suppose your team measures heat capacity in J/mol.K and kJ/mol.K, "
+    "and you'd like PyCUC to handle that family. add_custom_unit(name, "
+    "factor) registers each unit relative to a chosen reference value "
+    "of 1."
+)
+
+# Start from a measured heat capacity in J/(mol.K).
+heat_capacity = pycuc.create_cuc(75.3, "J/mol.K")
+
+# Register the family. The factor is "how many of the reference unit
+# (J/mol.K, factor 1) make up one of this unit". So 1 kJ/mol.K is
+# 1000 J/mol.K.
+heat_capacity.add_custom_unit("J/mol.K", 1)
+heat_capacity.add_custom_unit("kJ/mol.K", 1000)
+heat_capacity.add_custom_unit("cal/mol.K", 4.184)
+
+note("The same value, expressed across our newly defined units:")
+for unit in ["J/mol.K", "kJ/mol.K", "cal/mol.K"]:
+    note(f"&nbsp;&nbsp;<strong>{heat_capacity.convert(unit):.4f}</strong> {unit}")
+
+heading("Inspecting the custom registry")
+note(
+    "check_reference('custom') returns the units you have added on "
+    "this converter object, alongside their conversion factors."
+)
+display(heat_capacity.check_reference("custom"), append=True)
+
+heading("Mixing built-in and custom units")
+note(
+    "Built-in references stay available on the same object. Here we "
+    "ask the same converter about pressure units, which PyCUC ships "
+    "with out of the box."
+)
+display(heat_capacity.check_reference("pressure"), append=True)
diff --git a/examples/pycuc/custom_units/config.toml b/examples/pycuc/custom_units/config.toml
new file mode 100644
index 0000000..682f5d8
--- /dev/null
+++ b/examples/pycuc/custom_units/config.toml
@@ -0,0 +1 @@
+packages = ["pycuc"]
diff --git a/examples/pycuc/custom_units/setup.py b/examples/pycuc/custom_units/setup.py
new file mode 100644
index 0000000..a280b76
--- /dev/null
+++ b/examples/pycuc/custom_units/setup.py
@@ -0,0 +1,20 @@
+"""Lightweight setup for the third example."""
+import js
+from pyscript import window, HTML, display as _display
+
+js.alert = window.alert
+
+
+def display(*args, **kwargs):
+    return _display(
+        *args, **kwargs, target=__pyscript_display_target__,
+    )
+
+
+def heading(text, level=2):
+    display(HTML(f"<h{level}>{text}</h{level}>"), append=True)
+
+
+def note(text):
+    display(HTML(f"<p>{text}</p>"), append=True)
+
diff --git a/examples/pycuc/order.json b/examples/pycuc/order.json
new file mode 100644
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--- /dev/null
+++ b/examples/pycuc/order.json
@@ -0,0 +1,5 @@
+[
+    "quick_conversions",
+    "converter_objects",
+    "custom_units"
+]
diff --git a/examples/pycuc/quick_conversions/code.py b/examples/pycuc/quick_conversions/code.py
new file mode 100644
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+++ b/examples/pycuc/quick_conversions/code.py
@@ -0,0 +1,56 @@
+"""
+A first look at PyCUC: convert quantities between units in a single
+line, using either a from/to pair or a compact "MPa => Pa" string.
+
+PyCUC bundles conversions for many physical quantities (pressure,
+temperature, energy, length, mass, volume, ...). See the project
+docs at https://github.com/sinagilassi/pycuc for the full list.
+"""
+from IPython.core.display import display, HTML
+import pycuc
+
+
+heading("Reactor pressure: from megapascals to friendlier units")
+note(
+    "An engineer recorded a reactor pressure of 2.5 MPa and wants "
+    "to share it in pascals, bar, and psi for different audiences."
+)
+
+reactor_pressure_mpa = 2.5
+
+# convert_from_to(value, from_unit, to_unit) is the most explicit form.
+in_pascals = pycuc.convert_from_to(reactor_pressure_mpa, "MPa", "Pa")
+in_bar = pycuc.convert_from_to(reactor_pressure_mpa, "MPa", "bar")
+in_psi = pycuc.convert_from_to(reactor_pressure_mpa, "MPa", "psi")
+
+note(
+    f"{reactor_pressure_mpa} MPa is "
+    f"<strong>{in_pascals:,.0f} Pa</strong>, "
+    f"<strong>{in_bar:.2f} bar</strong>, "
+    f"and <strong>{in_psi:.2f} psi</strong>."
+)
+
+heading("The shorthand: pycuc.to(value, 'from => to')")
+note(
+    "If you prefer something terser, pycuc.to() takes a single "
+    "string describing the conversion."
+)
+
+oven_temperature_c = 180.0
+oven_in_kelvin = pycuc.to(oven_temperature_c, "C => K")
+oven_in_fahrenheit = pycuc.to(oven_temperature_c, "C => F")
+
+note(
+    f"An oven at {oven_temperature_c} &deg;C is "
+    f"<strong>{oven_in_kelvin:.2f} K</strong> or "
+    f"<strong>{oven_in_fahrenheit:.1f} &deg;F</strong>."
+)
+
+heading("Discovering what units are available")
+note(
+    "pycuc.check_reference(category) lists the units PyCUC knows "
+    "about for a given quantity. Here are the pressure units:"
+)
+
+pressure_units = pycuc.check_reference("pressure")
+display(pressure_units, append=True)
diff --git a/examples/pycuc/quick_conversions/config.toml b/examples/pycuc/quick_conversions/config.toml
new file mode 100644
index 0000000..682f5d8
--- /dev/null
+++ b/examples/pycuc/quick_conversions/config.toml
@@ -0,0 +1 @@
+packages = ["pycuc"]
diff --git a/examples/pycuc/quick_conversions/setup.py b/examples/pycuc/quick_conversions/setup.py
new file mode 100644
index 0000000..07879f9
--- /dev/null
+++ b/examples/pycuc/quick_conversions/setup.py
@@ -0,0 +1,42 @@
+"""
+Shim IPython's display API onto PyScript so example code written in a
+Jupyter/IPython idiom runs unmodified in the browser.
+"""
+
+import sys
+import types
+import js
+from pyscript import window, HTML, display as _display
+
+js.alert = window.alert
+
+
+def display(*args, **kwargs):
+    """Wrap pyscript.display so output lands in the example target."""
+    return _display(
+        *args, **kwargs, target=__pyscript_display_target__,
+    )
+
+
+ipython = types.ModuleType("IPython")
+core = types.ModuleType("IPython.core")
+core_display = types.ModuleType("IPython.core.display")
+core_display.display = display
+core_display.HTML = HTML
+ipython.core = core
+core.display = core_display
+ipython.get_ipython = lambda: None
+ipython.display = core_display
+sys.modules["IPython"] = ipython
+sys.modules["IPython.core"] = core
+sys.modules["IPython.core.display"] = core_display
+sys.modules["IPython.display"] = core_display
+
+
+def heading(text, level=2):
+    display(HTML(f"<h{level}>{text}</h{level}>"), append=True)
+
+
+def note(text):
+    display(HTML(f"<p>{text}</p>"), append=True)
+