diff --git a/assets/README.md b/assets/README.md
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-# Screenshots for the README
-
-Drop PNG screenshots here using the **exact filenames** below. The main
-`README.md` already references them, so they render automatically once present.
-
-Capture them from the running app at **http://localhost:8381** (a wide browser
-window looks best — around 1400×900). PNG preferred; keep each file under ~1 MB
-if you can.
-
-| Filename              | What to capture |
-|-----------------------|-----------------|
-| `hero.png`            | The main screen: a chat with an assistant reply visible **and** the live lens view below it (Heatmap or Frequencies). This is the top banner — make it the most representative shot. |
-| `lens-tab.png`        | The **Lens** tab in the sidebar (loaded lens or the list of compatible local/Hub lenses), ideally next to the **Frequencies** token cloud in the main pane. |
-| `heatmap-pins.png`    | The **Heatmap** view (layers × positions) with at least one **pinned** token, so its per-layer rank curves + rank heatmap are visible. |
-| `token-editor.png`    | The **☢ token editor** panel open, showing a couple of rules, the **Per-layer steering ↔ Read projection** mode toggle, and the **Export** section. The fish preset (` model`/` assistant` → ` fish`) makes a great example. |
-
-Optional extras you can add and reference in the README if you want:
-`fit.png` (the Fit tab mid-training), `diff.png` (an A/B frame diff).
-
-Tip: on Windows, `Win+Shift+S` captures a region; save the result here.