style: stack per-class override rows instead of a wide table (REQ-181 layout)

The width:100% table plus the new MaxBox column let the Class column absorb
the slack, stranding the Container checkbox away from its class. One block
per class now: name + Container checkbox on the first line, Conf/IoU/MinBox/
MaxBox inputs in a wrapping grid below. Behavior identical - KEYS,
buildClassParams, compose() copy line, toggleContainer revert, aria labels.

docs/design.md

@@ -359,9 +359,11 @@ that class to its full-set detections (blank if no full-set run covered it); cle
 examples is then a plain full-set view again. Run Preview always refreshes the full-set for
 every selected class first (with empty exemplars), then re-runs the exemplared classes
 sequentially; drawing an example never triggers a full-set re-run. The
-per-class overrides table also carries a **Container** checkbox (REQ-184) that toggles
+per-class overrides block (REQ-181) stacks one row per class — name plus **Container**
+checkbox on the first line, the four override inputs in a wrapping grid below — and that
+checkbox toggles
 `project_classes.container` through `PATCH /api/projects/{id} { containers: … }`. The same
-table carries a **Copy** button (REQ-186): one click puts every selected class's effective
+block carries a **Copy** button (REQ-186): one click puts every selected class's effective
 settings (per-class override where set, else the global slider; container = the checkbox
 state) on the clipboard as short lines `class <name> conf … iou … minbox … maxbox … container
 true|false`, through `clipboard.js`'s `copyText` (Clipboard API with an `execCommand`

docs/tasks.md

@@ -1389,6 +1389,22 @@ read it.
    with expected drops; node eval proves `buildClassParams` emits `max_box_frac`;
    `git diff --stat` = 5 backend + 5 frontend files + docs.
 
+## Task — stacked per-class override rows (REQ-181 layout) `[DONE]`
+
+1. The overrides surface drops the wide table for one block per class: name line with the
+   **Container** checkbox (REQ-184) at the right, then a wrapping
+   `repeat(auto-fit, minmax(118px, 1fr))` grid of `Conf`/`IoU`/`MinBox`/`MaxBox` inputs, each
+   labelled in its own colour. Cause of the old cramping: `width: 100%` + the new MaxBox
+   column let the Class column swallow the slack, stranding the checkbox far right.
+   Behavior untouched — `KEYS`, `buildClassParams`, `compose()` copy line, `toggleContainer`
+   revert path, `title`/`aria-label` all identical → verify: **[DONE]** reviewer diff-proved
+   the functional hunk is render-only (SPEC ✅, 4 Minor all fixed: two stale ui-spec
+   "table/columns" lines, `label` margin-bottom, dead class hook; plus long-name ellipsis +
+   `flexShrink: 0` guard); `npm run build` green; grid math checked at 375/768/920/1040 px;
+   contrast ≥6.6:1 on all label colors; focus ring left to the global `input:focus`
+   (accent border + glow) — no CSS added; **browser eyeball still owed by the user**
+   (375 px 2-col wrap, long class names).
+
 ## Known open points
 
 - *Not closed by any task, by choice:* **any rebuild kills the running job.** Task 14's resume

docs/ui-spec.md

@@ -449,9 +449,13 @@ Two columns inside one dialog (920 px wide, max 96 vw / 90 vh, scrollable).
 - Confidence threshold — 0.05…0.95 step 0.05, default 0.35.
 - NMS IoU threshold — 0…0.9 step 0.05, default 0.0.
 - Min box size (fraction of frame) — 0…0.5 step 0.005, default 0, shown as a percentage.
-- **Per-class overrides** (REQ-181) — a compact table below the sliders, one row per currently
+- **Per-class overrides** (REQ-181) — one **stacked block** per currently selected class
-  selected class: `Conf` / `IoU` / `MinBox` / `MaxBox` number inputs and a **Container** checkbox
+  below the sliders: the class name on the first line with its **Container** checkbox
-  (REQ-184). Each input's placeholder shows the current global value and an empty input
+  (REQ-184) at the right, then a wrapping grid of `Conf` / `IoU` / `MinBox` / `MaxBox`
+  number inputs, each labelled in its own colour. No column headers, no wide table — a
+  narrow modal wraps the grid instead of squeezing the numbers, and the checkbox never
+  drifts away from its class. Each input's placeholder shows the current global value and
+  an empty input
   inherits it; only filled cells are sent, as
   `class_params` on **both** the preview and the job request, so preview and run cannot
   disagree. Classes without an override behave exactly as before. The checkbox marks the
@@ -462,7 +466,7 @@ Two columns inside one dialog (920 px wide, max 96 vw / 90 vh, scrollable).
   unmarked classes are governed by IoU alone. Toggling is optimistic
   `PATCH /projects/{id} { containers: { [classId]: bool } }` into `project_classes.container`
   with revert on rejection — preview and batch job read the same stored flag.
-- **Copy (REQ-186)** — small right-aligned ghost button above the overrides table; label
+- **Copy (REQ-186)** — small right-aligned ghost button above the overrides block; label
   `Copy`, flips to `Copied` for 1.5 s inside an `aria-live` span, and on failure silently
   stays `Copy`. One line per selected class, e.g.
   `class sack conf 0.4 iou 0.6 minbox 0.005 maxbox 1 container false` — an empty input copies the
@@ -537,8 +541,8 @@ Same anatomy, wider (1040 px), with three differences:
   must not abort the rest; the backend GPU lock serialises the real work anyway. Progress is
   reported as `done/total (failed)` and the result message is `Queued N auto-annotation job(s)`.
 
-The per-class overrides table (REQ-181) appears here too, below the sliders — same columns
+The per-class overrides block (REQ-181) appears here too, below the sliders — the same
-including the **Container** checkbox (REQ-184) — and its
+stacked rows, **Container** checkbox (REQ-184) included — and its
 `class_params` ride along on every preview and start request — one set of overrides applies
 to all selected batches.
 

frontend/src/components/ClassParamsTable.jsx

@@ -92,26 +92,33 @@ export default function ClassParamsTable({ classNames, globals, value, onChange,
           <span aria-live="polite">{copied ? 'Copied' : 'Copy'}</span>
         </button>
       </div>
-      <table style={{ width: '100%', borderCollapse: 'collapse' }}>
+      {/* Stacked rows (REQ-181): the name line carries the container flag, the
-      <thead>
+          grid below it the four overrides, so a wide class list never squeezes
-        <tr>
+          the numbers or strands the checkbox away from its class. */}
-          <th className="hint" style={{ fontWeight: 400, fontSize: '0.74rem', textAlign: 'left', padding: '2px 4px' }}>Class</th>
+      <div>
-          {KEYS.map(k => (
-            <th key={k.key} className="hint" style={{ fontWeight: 400, fontSize: '0.74rem', color: k.color, padding: '2px 4px' }}>{k.label}</th>
-          ))}
-          {project && (
-            <th className="hint" style={{ fontWeight: 400, fontSize: '0.74rem', textAlign: 'left', padding: '2px 4px' }}>Container</th>
-          )}
-        </tr>
-      </thead>
-      <tbody>
         {classNames.map(name => {
           const cls = project?.classes.find(c => c.name === name)
           return (
-            <tr key={name}>
+            <div key={name} style={{ padding: '6px 0', borderBottom: '1px solid #27272a' }}>
-              <td className="mono" style={{ fontSize: '0.76rem', padding: '2px 4px' }}>{name}</td>
+              <div className="row" style={{ justifyContent: 'space-between', alignItems: 'center', gap: 8 }}>
+                <span className="mono" style={{ fontSize: '0.76rem', minWidth: 0, overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap' }}>{name}</span>
+                {project && cls && (
+                  <label title={`Keep boxes inside ${name} when auto-annotating (containment is not overlap)`} style={{ cursor: 'pointer', display: 'inline-flex', alignItems: 'center', gap: 4, flexShrink: 0, fontSize: '0.74rem' }}>
+                    <input
+                      type="checkbox"
+                      checked={containers.has(name)}
+                      onChange={() => toggleContainer(cls)}
+                      aria-label={`Mark ${name} as container`}
+                      style={{ cursor: 'pointer' }}
+                    />
+                    Container
+                  </label>
+                )}
+              </div>
+              <div style={{ display: 'grid', gridTemplateColumns: 'repeat(auto-fit, minmax(118px, 1fr))', gap: 6, marginTop: 4 }}>
                 {KEYS.map(({ key, label, step, color }) => (
-                <td key={key} style={{ padding: '2px 4px' }}>
+                  <label key={key} style={{ display: 'flex', alignItems: 'center', gap: 4, minWidth: 0, marginBottom: 0 }}>
+                    <span className="hint" style={{ fontSize: '0.7rem', color, whiteSpace: 'nowrap' }}>{label}</span>
                     <input
                       type="number"
                       value={value[name]?.[key] ?? ''}
@@ -123,33 +130,18 @@ export default function ClassParamsTable({ classNames, globals, value, onChange,
                       aria-label={`${name} ${label} override, empty uses global ${globals[key]}`}
                       onChange={(e) => set(name, key, e.target.value)}
                       style={{
-                      width: 64, fontSize: '0.76rem', background: '#09090b', color,
+                        width: '100%', minWidth: 0, fontSize: '0.76rem', background: '#09090b', color,
                         border: '1px solid #3f3f46', borderRadius: 4, padding: '2px 4px',
                         cursor: 'text',
                       }}
                     />
-                </td>
-              ))}
-              {project && (
-                <td style={{ padding: '2px 4px', textAlign: 'center' }}>
-                  {cls && (
-                    <label title={`Keep boxes inside ${name} when auto-annotating (containment is not overlap)`} style={{ cursor: 'pointer', display: 'inline-flex' }}>
-                      <input
-                        type="checkbox"
-                        checked={containers.has(name)}
-                        onChange={() => toggleContainer(cls)}
-                        aria-label={`Mark ${name} as container`}
-                        style={{ cursor: 'pointer' }}
-                      />
                   </label>
-                  )}
+                ))}
-                </td>
+              </div>
-              )}
+            </div>
-            </tr>
           )
         })}
-      </tbody>
+      </div>
-      </table>
     </>
   )
 }