diff --git a/ROADMAP.md b/ROADMAP.md
index 36eb5d2a..f2926a62 100644
--- a/ROADMAP.md
+++ b/ROADMAP.md
@@ -347,6 +347,7 @@ list) · [roadmap.md](docs/roadmap.md) (milestones, plan) · [parity-checklist.m
 
 Newest first.
 
+- **2026-10-15** · Color Theme: the toolbar tool previews up to five colours from a placed raster and adds them as one undoable swatch group. Local deterministic extraction; transparent padding is ignored. No readiness percentage change.
 - **2026-10-14** · Threading keeps generated and linked stories, text that refers to a story, local IDs and locked frames intact; a colour chosen at a caret waits for the typing, Swap Fill and Stroke on text keeps each run's colours, control-channel input never reads or writes the system clipboard, and IDML frame preferences given as properties import with bounded column counts (#84). No readiness percentage change.
 - **2026-10-14** · The Liquid Layout panel follows InDesign's: Liquid Page Rule with the page number, Content › Auto-Fit, and Object Constraints › Resize with Page and Pin for the selected object on an object-based page; Create Alternate Layout moved to the Layout menu. No readiness percentage change.
 - **2026-10-14** · On an object-based page the Page tool shows a selected object's liquid pins and resize locks as InDesign does: a click pins a side to the page edge or locks the width or height, with InDesign's tooltips. No readiness percentage change.
diff --git a/crates/engine/src/cmd/color_theme.rs b/crates/engine/src/cmd/color_theme.rs
new file mode 100644
index 00000000..c406c72d
--- /dev/null
+++ b/crates/engine/src/cmd/color_theme.rs
@@ -0,0 +1,217 @@
+//! Local, deterministic palettes from placed raster images. No network service is involved.
+use designcraft_color::{Color, ColorType, Swatch, SwatchValue};
+use designcraft_doc::{ColorGroup, ItemId, Styles};
+use serde_json::{Value, json};
+
+use super::{CommandSpec, bad, cmd, has_doc, str_param};
+use crate::{Result, Session};
+
+pub fn specs() -> Vec<CommandSpec> {
+    vec![
+        cmd!(query "color.extractTheme", "Extract Color Theme", [], None,
+            "{id?: selected image frame} → {from, colors: [up to five RGB hex colours]} — samples the source raster, ignoring transparent pixels; at most 16 million pixels",
+            has_doc, extract),
+        cmd!(
+            "swatch.addColorTheme",
+            "Color Theme…",
+            [],
+            None,
+            "{colors: [one to five RGB hex colours], name?: group name} → {name, swatches} — adds the previewed palette as one undoable swatch group",
+            has_doc,
+            add
+        ),
+    ]
+}
+
+fn extract(s: &mut Session, p: &Value) -> Result<Value> {
+    const ID: &str = "color.extractTheme";
+    let st = s.doc()?;
+    let id = match p.get("id") {
+        Some(v) => ItemId(v.as_u64().ok_or_else(|| bad(ID, "id must be an image frame id"))?),
+        None => {
+            if st.selection.items.len() != 1 {
+                return Err(bad(ID, "select one placed raster image"));
+            }
+            st.selection.items.first().copied().ok_or_else(|| bad(ID, "select one placed raster image"))?
+        }
+    };
+    let graphic = st.doc.item(id).and_then(|it| it.graphic()).ok_or_else(|| bad(ID, "select one placed raster image"))?;
+    let asset = st.doc.assets.get(&graphic.asset).filter(|a| a.is_raster()).ok_or_else(|| bad(ID, "a raster image is required"))?;
+    let (width, height) = designcraft_images::pixel_size(&asset.data).ok_or_else(|| bad(ID, "cannot read image dimensions"))?;
+    if width == 0 || height == 0 || u64::from(width) * u64::from(height) > 16_000_000 {
+        return Err(bad(ID, "the image must contain between 1 and 16 million pixels"));
+    }
+    let img = designcraft_images::decode_rgba(&asset.data).ok_or_else(|| bad(ID, "cannot decode this image"))?;
+    // A regular 128 × 128 grid bounds work and includes both axes even for very thin images.
+    let (nx, ny) = (width.min(128), height.min(128));
+    let mut samples = Vec::with_capacity((nx * ny) as usize);
+    for y in 0..ny {
+        for x in 0..nx {
+            let px = ((u64::from(x) * 2 + 1) * u64::from(width) / (u64::from(nx) * 2)) as u32;
+            let py = ((u64::from(y) * 2 + 1) * u64::from(height) / (u64::from(ny) * 2)) as u32;
+            if let Some(pixel) = img.get_pixel_checked(px, py) {
+                let [r, g, b, a] = pixel.0;
+                if a > 0 {
+                    samples.push(([r, g, b], u64::from(a)));
+                }
+            }
+        }
+    }
+    let colors = palette(samples);
+    if colors.is_empty() {
+        return Err(bad(ID, "the image has no visible sampled pixels"));
+    }
+    Ok(json!({"from": id.0, "colors": colors}))
+}
+
+type Sample = ([u8; 3], u64);
+
+/// Weighted median cut: transparent padding never becomes a colour; partial alpha weights it.
+fn palette(samples: Vec<Sample>) -> Vec<String> {
+    if samples.is_empty() {
+        return Vec::new();
+    }
+    let extent = |bucket: &[Sample]| {
+        (0..3)
+            .map(|axis| {
+                let lo = bucket.iter().filter_map(|(rgb, _)| rgb.get(axis)).min().copied().unwrap_or(0);
+                let hi = bucket.iter().filter_map(|(rgb, _)| rgb.get(axis)).max().copied().unwrap_or(0);
+                (hi.saturating_sub(lo), axis)
+            })
+            .max()
+            .unwrap_or((0, 0))
+    };
+    let mut buckets = vec![samples];
+    while buckets.len() < 5 {
+        let Some((index, (_, axis))) = buckets
+            .iter()
+            .enumerate()
+            .map(|(i, b)| (i, extent(b)))
+            .filter(|(_, (range, _))| *range > 0)
+            .max_by_key(|(i, (range, _))| (u64::from(*range) * buckets.get(*i).map_or(0, |b| b.iter().map(|(_, w)| w).sum::<u64>()), *i))
+        else {
+            break;
+        };
+        let mut bucket = buckets.remove(index);
+        bucket.sort_by_key(|(rgb, _)| rgb.get(axis).copied().unwrap_or(0));
+        let half = bucket.iter().map(|(_, w)| w).sum::<u64>() / 2;
+        let mut accumulated = 0;
+        let mut split = 1;
+        for (i, (_, weight)) in bucket.iter().enumerate().take(bucket.len().saturating_sub(1)) {
+            accumulated += weight;
+            split = i + 1;
+            if accumulated >= half {
+                break;
+            }
+        }
+        let other = bucket.split_off(split);
+        buckets.push(bucket);
+        buckets.push(other);
+    }
+    let mut colors = Vec::new();
+    for bucket in buckets {
+        let weight = bucket.iter().map(|(_, w)| w).sum::<u64>();
+        if weight == 0 {
+            continue;
+        }
+        let average = |axis| (bucket.iter().map(|(rgb, w)| u64::from(rgb.get(axis).copied().unwrap_or(0)) * w).sum::<u64>() / weight) as u8;
+        let color = Color::rgb8(average(0), average(1), average(2)).to_hex();
+        if !colors.contains(&color) {
+            colors.push(color);
+        }
+    }
+    colors.sort();
+    colors
+}
+
+fn add(s: &mut Session, p: &Value) -> Result<Value> {
+    const ID: &str = "swatch.addColorTheme";
+    let input = p
+        .get("colors")
+        .and_then(Value::as_array)
+        .filter(|a| !a.is_empty() && a.len() <= 5)
+        .ok_or_else(|| bad(ID, "colors must contain one to five RGB hex colours"))?;
+    let mut colors = Vec::with_capacity(input.len());
+    for value in input {
+        let hex = value
+            .as_str()
+            .filter(|s| s.len() == 7 && s.starts_with('#') && s.get(1..).is_some_and(|v| v.bytes().all(|b| b.is_ascii_hexdigit())))
+            .ok_or_else(|| bad(ID, "each colour must be #rrggbb"))?;
+        colors.push(super::style::parse_color(&json!(hex)).ok_or_else(|| bad(ID, "invalid colour"))?);
+    }
+    let base = str_param(p, "name").unwrap_or("Color Theme").trim();
+    if base.is_empty() || base.len() > 256 {
+        return Err(bad(ID, "the group name must contain 1 to 256 bytes"));
+    }
+    s.edit(|doc, _| {
+        let name = Styles::unique_name(|n| doc.color_groups.iter().any(|g| g.name == n), base);
+        let mut names = Vec::new();
+        for (i, color) in colors.iter().enumerate() {
+            let label = Styles::unique_name(|n| doc.swatch(n).is_some(), &format!("{name} {}", i + 1));
+            doc.swatches.push(Swatch {
+                name: label.clone(),
+                value: SwatchValue::Color { color: *color, color_type: ColorType::Process },
+                locked: false,
+                named: true,
+                hidden: false,
+            });
+            names.push(label);
+        }
+        doc.color_groups.push(ColorGroup { name: name.clone(), swatches: names.clone() });
+        Ok(json!({"name": name, "swatches": names}))
+    })
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn extracts_source_pixels_without_mutating_and_ignores_transparent_padding() {
+        let png = designcraft_render::Rendered { width: 3, height: 1, pixels: vec![255, 0, 0, 255, 0, 0, 255, 255, 0, 255, 0, 0] }.to_png();
+        let mut s = Session::new();
+        s.execute("file.new", &json!({})).unwrap();
+        let placed = s
+            .execute("file.place", &json!({"base64": super::super::file::base64_encode(&png), "name":"palette.png", "x":36, "y":36, "width":144}))
+            .unwrap();
+        let before = s.doc().unwrap().doc.clone();
+        let result = s.execute("color.extractTheme", &json!({"id":placed["id"]})).unwrap();
+        assert_eq!(result["colors"], json!(["#0000ff", "#ff0000"]));
+        assert_eq!(s.doc().unwrap().doc, before);
+        assert!(s.execute("color.extractTheme", &json!({"id":-1})).is_err());
+        assert!(s.execute("color.extractTheme", &json!({"id":999999})).is_err());
+    }
+
+    #[test]
+    fn palette_is_bounded_deterministic_and_keeps_solid_colors() {
+        assert_eq!(palette(vec![([12, 45, 78], 255); 100]), vec!["#0c2d4e"]);
+        let samples: Vec<_> = (0..=255).map(|n| ([n, 255 - n, 45], 255)).collect();
+        let result = palette(samples.clone());
+        assert_eq!(result.len(), 5);
+        assert_eq!(result, palette(samples));
+        assert!(palette(vec![]).is_empty());
+    }
+
+    #[test]
+    fn adding_theme_is_atomic_undoable_and_names_do_not_collide() {
+        let mut s = Session::new();
+        s.execute("file.new", &json!({})).unwrap();
+        let before = s.doc().unwrap().doc.clone();
+        let p = json!({"colors":["#123456", "#abcdef"], "name":"Fashion"});
+        let first = s.execute("swatch.addColorTheme", &p).unwrap();
+        assert_eq!(first["swatches"].as_array().unwrap().len(), 2);
+        let added = s.doc().unwrap().doc.clone();
+        s.execute("edit.undo", &json!({})).unwrap();
+        assert_eq!(s.doc().unwrap().doc, before);
+        s.execute("edit.redo", &json!({})).unwrap();
+        assert_eq!(s.doc().unwrap().doc, added);
+        let second = s.execute("swatch.addColorTheme", &p).unwrap();
+        assert_ne!(first["name"], second["name"]);
+        let before = s.doc().unwrap().doc.clone();
+        for p in [json!({"colors":[]}), json!({"colors":["#123456", "bad"]}), json!({"colors":["#123456"],"name":" "})] {
+            assert!(s.execute("swatch.addColorTheme", &p).is_err());
+            assert_eq!(s.doc().unwrap().doc, before);
+        }
+        assert!(s.execute("color.extractTheme", &json!({})).is_err());
+    }
+}
diff --git a/crates/engine/src/cmd/mod.rs b/crates/engine/src/cmd/mod.rs
index 69be818d..e1287f38 100644
--- a/crates/engine/src/cmd/mod.rs
+++ b/crates/engine/src/cmd/mod.rs
@@ -7,6 +7,7 @@ pub mod book;
 mod buttons;
 pub(crate) mod captions;
 mod changes;
+mod color_theme;
 mod colorsettings;
 mod conditions;
 mod datamerge;
@@ -182,6 +183,7 @@ pub fn command_specs() -> &'static [CommandSpec] {
         v.extend(buttons::specs());
         v.extend(captions::specs());
         v.extend(colorsettings::specs());
+        v.extend(color_theme::specs());
         v.extend(changes::specs());
         v.extend(conditions::specs());
         v.extend(library::specs());
diff --git a/crates/tools/src/lib.rs b/crates/tools/src/lib.rs
index 23a888c2..39dd005b 100644
--- a/crates/tools/src/lib.rs
+++ b/crates/tools/src/lib.rs
@@ -494,6 +494,7 @@ pub fn create(id: &str) -> Box<dyn Tool> {
         "scale" => Box::new(xform::XformTool::new("scale")),
         "shear" => Box::new(xform::XformTool::new("shear")),
         "eyedropper" => Box::new(xform::EyedropperTool),
+        "colorTheme" => Box::new(xform::ColorThemeTool),
         "hand" => Box::new(nav::HandTool::default()),
         "placeGun" => Box::new(nav::PlaceGun::default()),
         "zoom" => Box::new(nav::ZoomTool::default()),
diff --git a/crates/tools/src/tests.rs b/crates/tools/src/tests.rs
index 57f94c9f..23fc2b71 100644
--- a/crates/tools/src/tests.rs
+++ b/crates/tools/src/tests.rs
@@ -22,6 +22,33 @@ fn ctx<'a>(d: &'a Document, s: &'a Selection, c: &'a Cache, l: &'a CanvasLayout)
     }
 }
 
+#[test]
+fn color_theme_tool_requests_a_palette_without_editing_the_image() {
+    let mut d = Document::new(&NewDocument::default());
+    let id = add_rect(&mut d, Rect::new(100.0, 100.0, 200.0, 200.0));
+    d.item_mut(id).unwrap().content = designcraft_doc::Content::Graphic(designcraft_doc::Graphic {
+        asset: designcraft_doc::AssetId(1),
+        size: (100.0, 100.0),
+        xf: designcraft_geom::Affine::IDENTITY,
+        clip: None,
+        auto_fit: Default::default(),
+        fit_align: 4,
+        crop: [0.0; 4],
+        wrap: Default::default(),
+        fill: Default::default(),
+    });
+    let (s, c, l) = (Selection::default(), Cache::new(), CanvasLayout::new(&d, false));
+    let off = l.xf(SpreadRef::Doc(0)).translation();
+    let cx = ctx(&d, &s, &c, &l);
+    let mut tool = create("colorTheme");
+    assert_eq!(tool.id(), "colorTheme");
+    assert_eq!(
+        tool.pointer(&cx, &PointerEvent::new(PointerKind::Down, 150.0 + off.x, 150.0 + off.y)),
+        vec![Action::Dialog("colorTheme".into(), serde_json::json!({"id":id.0}))]
+    );
+    assert!(tool.pointer(&cx, &PointerEvent::new(PointerKind::Up, 150.0 + off.x, 150.0 + off.y)).is_empty());
+}
+
 #[test]
 fn frame_tool_drag_emits_begin_preview_commit() {
     let d = Document::new(&NewDocument::default());
diff --git a/crates/tools/src/xform.rs b/crates/tools/src/xform.rs
index aa95bbd0..b9d4804d 100644
--- a/crates/tools/src/xform.rs
+++ b/crates/tools/src/xform.rs
@@ -290,6 +290,28 @@ fn image_under(cx: &ToolContext, p: Point) -> Option<(SpreadRef, Point)> {
 #[derive(Default)]
 pub struct EyedropperTool;
 
+/// The palette tool only requests a preview. Adding the swatches is a separate command.
+pub struct ColorThemeTool;
+
+impl Tool for ColorThemeTool {
+    fn id(&self) -> &'static str {
+        "colorTheme"
+    }
+    fn pointer(&mut self, cx: &ToolContext, ev: &PointerEvent) -> Vec<Action> {
+        if ev.kind != PointerKind::Down {
+            return vec![];
+        }
+        let Some((_, id)) = cx.hit(ev.pos) else { return vec![] };
+        if cx.doc.item(id).and_then(|it| it.graphic()).is_none() {
+            return vec![];
+        }
+        vec![Action::Dialog("colorTheme".into(), json!({"id": id.0}))]
+    }
+    fn cursor(&self, _cx: &ToolContext, _p: Point, _m: Mods) -> Cursor {
+        Cursor::Eyedropper
+    }
+}
+
 impl Tool for EyedropperTool {
     fn id(&self) -> &'static str {
         "eyedropper"
diff --git a/crates/ui-egui/src/dialogs.rs b/crates/ui-egui/src/dialogs.rs
index efa143b5..69d30bae 100644
--- a/crates/ui-egui/src/dialogs.rs
+++ b/crates/ui-egui/src/dialogs.rs
@@ -137,6 +137,66 @@ fn text_field(ui: &mut egui::Ui, d: &mut Dialog, key: &str, w: f32) {
     }
 }
 
+/// Extract once when opened. Cancel is read-only; confirmation adds exactly these colours.
+pub(crate) fn open_color_theme(app: &mut DesignApp, params: Value) {
+    match app.run("color.extractTheme", params) {
+        Ok(mut theme) => {
+            theme["name"] = json!("Color Theme");
+            app.ui.dialog = Some(Dialog::new("colorTheme", theme));
+        }
+        Err(message) => app.ui.dialog = Some(Dialog::new("alert", json!({"message": message}))),
+    }
+}
+
+fn color_theme(app: &DesignApp, ui: &mut egui::Ui, d: &mut Dialog) {
+    crate::rtl::label(ui, crate::i18n::tr(&app.ui.language, "Name:"));
+    text_field(ui, d, "name", 280.0);
+    ui.add_space(8.0);
+    if let Some(colors) = d.fields.get("colors").and_then(Value::as_array) {
+        ui.horizontal(|ui| {
+            for hex in colors.iter().filter_map(Value::as_str).take(5) {
+                ui.vertical(|ui| {
+                    if let Ok(color) = egui::Color32::from_hex(hex) {
+                        let (rect, _) = ui.allocate_exact_size(egui::vec2(54.0, 40.0), egui::Sense::hover());
+                        ui.painter().rect_filled(rect, 2.0, color);
+                    }
+                    ui.label(hex);
+                });
+            }
+        });
+    }
+    if let Some(status) = d.fields.get("status").and_then(Value::as_str) {
+        crate::rtl::label(ui, status);
+    }
+}
+
+#[cfg(test)]
+mod color_theme_tests {
+    use super::*;
+
+    #[test]
+    fn color_theme_cancel_is_read_only_and_confirm_adds_the_preview() {
+        let mut app = DesignApp::new(designcraft_engine::Session::new(), crate::Services::default());
+        app.run("file.new", json!({})).unwrap();
+        let before = app.session.active().unwrap().doc.clone();
+        let theme = json!({"name":"Fashion", "colors":["#102030", "#f0a020"]});
+        app.ui.dialog = Some(Dialog::new("colorTheme", theme.clone()));
+        cancel(&mut app);
+        assert_eq!(app.session.active().unwrap().doc, before);
+        app.ui.dialog = Some(Dialog::new("colorTheme", theme));
+        confirm(&mut app).unwrap();
+        let doc = &app.session.active().unwrap().doc;
+        assert_eq!(doc.color_groups.last().unwrap().name, "Fashion");
+        assert_eq!(doc.color_groups.last().unwrap().swatches.len(), 2);
+        app.run("edit.undo", json!({})).unwrap();
+        assert_eq!(app.session.active().unwrap().doc, before);
+        app.ui.dialog = Some(Dialog::new("colorTheme", json!({"name":" ","colors":["#102030"]})));
+        assert!(confirm(&mut app).is_err());
+        assert_eq!(app.ui.dialog.as_ref().unwrap().id, "colorTheme");
+        assert_eq!(app.session.active().unwrap().doc, before);
+    }
+}
+
 /// Edit › Keyboard Shortcuts: every command and its shortcut; click a shortcut, then press the
 /// new keys (Esc cancels, Backspace clears).
 /// Edit › Spelling › User Dictionary: added words and hyphenation exceptions (applied at once).
@@ -1980,6 +2040,7 @@ pub fn show(app: &mut DesignApp, ctx: &egui::Context) {
         "createGuides" => crate::i18n::tr(&app.ui.language, "Create Guides"),
         "marginsAndColumns" => crate::i18n::tr(&app.ui.language, "Margins and Columns"),
         "textFrameOptions" => crate::i18n::tr(&app.ui.language, "Text Frame Options"),
+        "colorTheme" => crate::i18n::tr(&app.ui.language, "Color Theme"),
         "documentSetup" => crate::i18n::tr(&app.ui.language, "Document Setup"),
         "numberingSection" => crate::i18n::tr(&app.ui.language, "Numbering & Section Options…").trim_end_matches('…'),
         "findChange" => crate::i18n::tr(&app.ui.language, "Find/Change"),
@@ -2668,6 +2729,7 @@ pub fn show(app: &mut DesignApp, ctx: &egui::Context) {
                         seed_text_frame_options(app, &mut d);
                         text_frame_options_dialog(app, ui, &mut d);
                     }
+                    "colorTheme" => color_theme(app, ui, &mut d),
                     "documentSetup" => {
                         // Adjust Layout applies at once.
                         let adjust = document_setup(app, ui, &mut d);
@@ -2693,6 +2755,7 @@ pub fn show(app: &mut DesignApp, ctx: &egui::Context) {
         }
         ui.add_space(12.0);
         let ok_label = match d.id.as_str() {
+            "colorTheme" => crate::i18n::tr(&app.ui.language, "Add to Swatches").to_string(),
             "closeDocument" => crate::i18n::tr(&app.ui.language, "  Save  ").to_string(),
             "updateLink" => crate::i18n::tr(&app.ui.language, "  Update  ").to_string(),
             "findFont" => crate::i18n::tr(&app.ui.language, "Replace All").to_string(),
@@ -2899,6 +2962,15 @@ pub fn confirm(app: &mut DesignApp) -> Result<Value, String> {
         app.cancel_pdf_import();
     }
     match d.id.as_str() {
+        "colorTheme" => {
+            let result = app.run("swatch.addColorTheme", json!({"name": d.s("name"), "colors": d.fields.get("colors")}));
+            if let Err(error) = &result {
+                let mut d = d;
+                d.fields.insert("status".into(), json!(error));
+                app.ui.dialog = Some(d);
+            }
+            result
+        }
         "createGuides" | "marginsAndColumns" => {
             // The preview goes; the change is made once, as one undo step.
             if d.fields.contains_key(PREVIEWED) {
diff --git a/crates/ui-egui/src/lib.rs b/crates/ui-egui/src/lib.rs
index 11ccf608..46238431 100644
--- a/crates/ui-egui/src/lib.rs
+++ b/crates/ui-egui/src/lib.rs
@@ -880,6 +880,7 @@ impl DesignApp {
         for r in reqs {
             let was_find = self.ui.dialog.as_ref().is_some_and(|d| d.id == "findChange");
             match r {
+                UiRequest::Dialog { id, params } if id == "colorTheme" => dialogs::open_color_theme(self, params),
                 UiRequest::Dialog { id, params } => self.ui.dialog = Some(dialogs::Dialog::new(&id, params)),
                 UiRequest::View { params } => canvas::apply_view_request(self, &params),
                 UiRequest::Pick { purpose, params } => {
diff --git a/crates/ui-egui/src/menus.rs b/crates/ui-egui/src/menus.rs
index 64d7256e..f40a8b92 100644
--- a/crates/ui-egui/src/menus.rs
+++ b/crates/ui-egui/src/menus.rs
@@ -2383,6 +2383,10 @@ fn activate_inner(app: &mut DesignApp, id: &str, params: &Value) {
         crate::effects_dialog::open(app, page);
         return;
     }
+    if params.is_null() && id == "swatch.addColorTheme" {
+        crate::dialogs::open_color_theme(app, json!({}));
+        return;
+    }
     if params.is_null() && id == "file.close" {
         close_document(app, None);
         return;
diff --git a/crates/ui-egui/src/panels/swatches.rs b/crates/ui-egui/src/panels/swatches.rs
index 35c26465..3e7030e8 100644
--- a/crates/ui-egui/src/panels/swatches.rs
+++ b/crates/ui-egui/src/panels/swatches.rs
@@ -98,6 +98,10 @@ pub fn show(app: &mut DesignApp, ui: &mut egui::Ui) {
                     let _ = app.run("app.swatchOptionsDialog", json!({"name": current}));
                     ui.close();
                 }
+                if ui.button(crate::rtl::widget(ui, crate::i18n::tr(&app.ui.language, "Color Theme…"))).clicked() {
+                    crate::menus::activate(app, "swatch.addColorTheme", &serde_json::Value::Null);
+                    ui.close();
+                }
                 crate::menus::menu_button(ui, crate::rtl::widget(ui, crate::i18n::tr(&app.ui.language, "Ink Manager")), |ui| {
                     let Ok(l) = app.session.execute("ink.list", &json!({})) else { return };
                     let mut all = l["allToProcess"].as_bool().unwrap_or(false);
diff --git a/docs/agents.md b/docs/agents.md
index 9913a939..ed0d3bbd 100644
--- a/docs/agents.md
+++ b/docs/agents.md
@@ -54,6 +54,15 @@ same references, and MCP's `batch` tool takes `commands` or `script` text with t
 `.epub`, `.html`, and `.rtf` or `.txt` (the story being edited or of the selected frame). A name with no extension
 is a PNG of the page; another extension is an error, and nothing runs.
 
+## Color themes
+
+`color.extractTheme {id?}` previews up to five RGB colours from a placed raster image (or the selected image).
+`swatch.addColorTheme {colors, name?}` adds that palette as a colour group in one undo step.
+Extraction samples the whole source image on a bounded grid, weights partial transparency, and ignores fully transparent pixels.
+The image must contain at most 16 million pixels. PDF/SVG graphics are unsupported. This is local median-cut extraction,
+not Adobe's palette algorithm. In the UI, click an image with the Color Theme Tool (Shift+I), or choose Color Theme…
+in the Swatches panel menu with one image selected. Cancel keeps the document unchanged.
+
 ## Data merge
 
 `data.source.select {path, sheet?}` links a CSV/TSV/`.xlsx` file to the document (`data.source.update` re-reads it,