fix(testing): clear get_cached_data_with_strategy_calls in MockCacheManager.reset()

reset() cleared get_calls/set_calls/delete_calls but not the newer
get_cached_data_with_strategy_calls tracker, so a reused mock (e.g. across
test cases sharing a fixture) retained stale strategy-call records after
reset().

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KEZK1P1Q1fu5pcuVrkrCFZ

docs/ADAPTIVE_LAYOUT.md

@@ -0,0 +1,234 @@
+# Adaptive Layout & Font Scaling
+
+`src/adaptive_layout.py` lets a plugin render legibly on **any** panel size
+(64x32, 128x32, 96x48, 128x64, 256x64, ...) without hand-tuned per-display
+layouts. It is **opt-in**: nothing changes for plugins that don't use it.
+
+It generalizes three patterns proven in the plugin ecosystem:
+
+| Pattern | Origin | Core API |
+|---|---|---|
+| Geometry scale factor vs. a design size | f1-scoreboard | `ctx.px(base)` / `ctx.scale` |
+| Breakpoint tiers | masters-tournament | `ctx.tier` / `ctx.by_tier({...})` |
+| "Largest crisp font that fits" ladder | baseball-scoreboard | `ctx.fit_text(...)` and friends |
+
+## Quick start
+
+Every `BasePlugin` has a lazy `self.layout` (a `LayoutContext` for the
+current logical display size, rebuilt automatically if the size changes)
+and a one-liner `self.draw_fit(...)`:
+
+```python
+def display(self, force_clear=False):
+    from src.adaptive_layout import LADDER_ARCADE
+
+    b = self.layout.bounds.inset(1)          # Region(0,0,W,H) minus 1px margin
+    rows = b.split_v(3, 1, 1, gap=1)          # 3/5 for time, 1/5 each for the rest
+
+    self.draw_fit(self.time_str, rows[0], ladder=LADDER_ARCADE)
+    self.draw_fit(self.weekday, rows[1])      # default LADDER_GRID
+    self.draw_fit(self.date_str, rows[2])
+    self.display_manager.update_display()
+```
+
+On 128x64 the time renders at press_start 24px; on 64x32 it steps down to
+8px. The rows partition the height, so bands can never overlap — no more
+`y = height - 7` magic numbers.
+
+## Region — rect algebra
+
+`Region(x, y, w, h)` is a frozen dataclass. All carving clamps to
+non-negative dimensions, so degenerate panels behave.
+
+- Carving: `inset(dx, dy)`, `top_band(h)`, `bottom_band(h)`,
+  `middle(top_h, bottom_h)`, `left_col(w)`, `right_col(w)`,
+  `split_h(*weights, gap=0)`, `split_v(*weights, gap=0)`
+- Placement: `align_xy(w, h, align, valign)`, `center_xy(w, h)`,
+  `contains(w, h)`, `.center`, `.right`, `.bottom`
+
+Scoreboard-style layout:
+
+```python
+b = self.layout.bounds
+status = b.top_band(self.layout.px(7))
+detail = b.bottom_band(self.layout.px(7))
+score_area = b.middle(status.h, detail.h)
+away_slot, home_slot = b.left_col(b.h), b.right_col(b.h)
+```
+
+## Font ladders — discrete, never fractional
+
+Pixel fonts (BDF, PressStart2P) only look right at native/integer sizes, so
+fonts are never scaled continuously. A `FontLadder` is an ordered tuple of
+`FontStep(family, size_px)` rungs, largest first; fitting walks down until
+the measured text fits.
+
+- `LADDER_GRID` (default): X11 BDFs at native sizes — 10x20 → 9x18 → 9x15 →
+  8x13 → 7x13 → 6x13 → 6x12 → 6x10 → 6x9 → 5x8 → 5x7 → 4x6 → tom-thumb.
+  Body text, labels, multi-row content.
+- `LADDER_ARCADE`: PressStart2P at 32/24/16/8 (integer multiples of its 8px
+  grid). Headline text: clocks, scores.
+
+Custom ladders are just tuples — e.g. to add your plugin's registered font
+on top: `(FontStep("myplugin::digits", 16),) + LADDER_GRID`.
+
+## LayoutContext
+
+Built per (width, height); exposes facts and fit queries:
+
+- `bounds`, `width`, `height`, `aspect`
+- `tier` by height (`xs`≤16, `sm`≤32, `md`≤48, `lg`≤64, `xl`) and
+  `width_tier` (`narrow`≤64, `normal`≤128, `wide`≤256, `ultrawide`)
+- `is_wide_short` — aspect ≥ 2.5 and height ≤ 32 (the classic 128x32 shape)
+- `scale` — `min(w/design_w, h/design_h)` vs. your manifest's
+  `display.design_size` (default 128x32). **Geometry only** — gaps, icon
+  and logo sizes via `px(base, minimum, maximum)`; fonts use ladders.
+- `by_tier({"sm": 10, "lg": 18})` — value for the nearest defined tier
+  at-or-below the panel's tier.
+- `fit_text(text, box, ladder, ellipsis=True)` → `FitResult` — largest rung
+  that fits; ellipsizes as a last resort. Cached per (text, box, ladder).
+- `fit_text_proportional(text, box, base_size_px, ladder, ellipsis=True, scale=None)` —
+  rung closest to (not exceeding) `base_size_px * scale`, still capped to
+  what fits the box. Use this instead of `fit_text` when several
+  independently-fitted elements need to stay visually harmonious as the
+  panel grows — `fit_text` maximizes *each one* within its own region,
+  which can make one element (e.g. a score with a generous box) balloon
+  out of proportion to a neighbor that scales by geometry (e.g. logos
+  sized via `px()`), even though each individual pick is "correct" in
+  isolation. `base_size_px` is normally the element's existing classic/
+  fixed font size. `scale` defaults to `self.scale` (the conservative
+  min-of-both-axes factor `px()` uses); pass an axis-specific value when
+  the surrounding composition already scales that way — e.g. a scoreboard
+  whose logo slots track height alone (`min(height, width // 2)`) should
+  size its text by `height / design_height` too, or the text reads as
+  under-scaled next to bigger logos on a panel that only grew taller.
+- `fit_lines(lines, box, ladder, spacing)` — every line fits the width and
+  the stack fits the height (measures the actual strings).
+- `font_for_rows(rows, box_h, ladder)` — largest rung whose line height
+  fits `rows` rows.
+
+`FitResult` carries the ready-to-use `font` (drops straight into
+`display_manager.draw_text(font=...)`), the possibly-ellipsized `text`,
+ink `width`/`height`, `baseline`, `y_offset`, `line_height`, and `fits`.
+
+## Adaptive images
+
+`src/adaptive_images.py` is the image counterpart to `fit_text`, exposed as
+`self.layout.fit_image(...)` (cached per panel size) and the one-liner
+`self.draw_image(...)`:
+
+```python
+# Team logo: trim its transparent padding, fill the slot height (the
+# football/hockey pattern), cached across frames by a stable key
+self.draw_image(logo, regs.away_slot, mode="fill_height",
+                crop_to_ink=True, cache_key=f"logo:{abbr}")
+
+# Album art: cover-crop a square, faces kept by the top anchor
+self.draw_image(art, row.art, mode="cover", anchor="top")
+
+# Pixel flags / sprite icons: NEAREST keeps hard edges
+from src.adaptive_images import RESAMPLE_NEAREST
+self.draw_image(flag, box, resample=RESAMPLE_NEAREST)
+```
+
+Modes: `contain` (letterbox, default), `cover` (crop-to-fill),
+`fill_height` (logo-style), `stretch`. Unlike PIL's `thumbnail()`
+(downscale-only — why imagery stays tiny on big panels) fitting **upscales
+by default**; pass `upscale=False` for the legacy behavior. Results are
+cached per (image, box size, options) with a bounded LRU — always pass a
+stable `cache_key` (e.g. `"logo:KC"`) for images you reload. The module
+also exports the Pillow-compat `RESAMPLE_LANCZOS`/`RESAMPLE_NEAREST`
+constants so plugins can drop their local shims.
+
+## Composite layouts
+
+Pre-carved Region arrangements for the layouts plugins keep rebuilding:
+
+```python
+from src.adaptive_layout import scoreboard_regions, media_row
+
+regs = scoreboard_regions(self.layout.bounds, ctx=self.layout)
+# regs.away_slot / home_slot   — logo slots (logo_slot = min(H, W // 2),
+#                                 capped so a center reserve always exists —
+#                                 see below)
+# regs.status_band             — top band (replaces the magic y = 1)
+# regs.score_area              — center gap, plus a controlled bleed into
+#                                 each logo slot (replaces y = H//2 - 3)
+# regs.detail_band             — bottom band (replaces y = H - 7)
+# regs.bottom_left / bottom_right — record/timeout corners
+
+row = media_row(self.layout.bounds, ctx=self.layout)   # art left, text right
+```
+
+Both work on the full panel or on a scroll-mode card Region. They return
+Regions and never draw — compose them with `draw_fit`/`draw_image`.
+
+**`scoreboard_regions`'s center reserve.** The raw `logo_slot = min(H, W//2)`
+formula has a blind spot: at exactly 2:1 aspect ratio (width = 2×height —
+two, four, or more square modules stacked into a taller panel, e.g.
+96x48, 128x64, 256x128) the two logo slots mathematically claim the
+*entire* width, leaving zero pixels for a center column no matter how
+big the panel gets. Wide panels (the 128x32 design baseline, 192x48,
+256x32) never hit this, since height is already the tighter constraint
+there. Two parameters fix it without any plugin-side code:
+`min_center_fraction`/`min_center_design_px` guarantee a real minimum
+center reserve at any aspect ratio, and `score_bleed_fraction` lets the
+score's *fit box* extend a controlled amount into each logo slot — the
+same way a real broadcast scoreboard's numbers cross slightly into the
+team marks flanking them — so a short score string never has to truncate
+even on the tightest aspect ratios. All three have sane defaults; override
+them per call if a plugin's card proportions genuinely differ.
+
+## Preserving user customization
+
+Adaptive layout supplies *defaults*; explicit user configuration wins:
+
+- **User-set fonts win.** If the plugin's config has an explicit
+  `font`/`font_size` for an element, load it as before and skip the ladder —
+  fit only when the user hasn't overridden (see the football-scoreboard
+  `_resolve_element_fit` pattern).
+- **Offsets apply on top.** `customization.layout.<element>.{x_offset,y_offset}`
+  style knobs translate the *computed* region as a final step:
+  `region.offset(user_dx, user_dy)`. `draw_image(..., offset=(dx, dy))`
+  does the same for images.
+- **Colors pass through.** `draw_fit`/`draw_fitted_text` take explicit
+  `color=` params; adaptive mode never repaints semantic or user-chosen
+  colors.
+
+## Manifest declaration
+
+Declare the size your layout was authored against so `ctx.scale` means
+something:
+
+```json
+"display": { "design_size": { "width": 128, "height": 32 } }
+```
+
+Also available under `requires.display_size`: `min_width`, `min_height`,
+`max_width`, `max_height`.
+
+## Performance notes (Pi)
+
+Fit queries are cached, so cost is O(unique strings). For per-second text
+(clocks, live scores), fit on a **shape placeholder** and reuse the font:
+
+```python
+fit = self.layout.fit_text("00:00", box, ladder=LADDER_ARCADE)  # cached once
+self.display_manager.draw_text(current_time, font=fit.font, ...)
+```
+
+## Testing across sizes
+
+The harness already renders every plugin at a spread of sizes (now
+including 96x48):
+
+```bash
+python scripts/check_plugin.py <plugin-dir> --sizes 64x32,128x32,96x48,128x64,256x64
+python scripts/render_plugin.py <plugin-dir> --width 96 --height 48
+```
+
+`BoundsCheckingDisplayManager` flags right/bottom overflow and now records
+mediated draw calls with negative coordinates in
+`negative_coordinate_calls` (raw-PIL draws remain uncovered).
+
+Reference migration: the **text-display** plugin's `font_mode: "auto"`.

docs/ADVANCED_PLUGIN_DEVELOPMENT.md

@@ -2,6 +2,12 @@
 
 Advanced patterns, examples, and best practices for developing LEDMatrix plugins.
 
+> **Adaptive layout:** for plugins that should render legibly on any panel
+> size (fonts that grow on big panels, layouts that degrade gracefully on
+> small ones), use the adaptive layout system — `self.layout`, `draw_fit`,
+> `draw_image`, `scoreboard_regions` — documented in
+> [ADAPTIVE_LAYOUT.md](ADAPTIVE_LAYOUT.md).
+
 ## Table of Contents
 
 - [Using Weather Icons](#using-weather-icons)

docs/DEVELOPER_QUICK_REFERENCE.md

@@ -48,6 +48,12 @@ display_manager.draw_text("Centered", centered=True)  # Auto-center
 width = display_manager.get_text_width("Text", font)
 height = display_manager.get_font_height(font)
 
+# Adaptive layout (recommended for multi-size support — text and images
+# that scale to any panel; see docs/ADAPTIVE_LAYOUT.md)
+rows = self.layout.bounds.inset(1).split_v(3, 1, gap=1)
+self.draw_fit("12:34", rows[0])                 # largest crisp font that fits
+self.draw_image(logo, rows[1], mode="fill_height", crop_to_ink=True)
+
 # Weather icons
 display_manager.draw_weather_icon("rain", x=10, y=10, size=16)
 

docs/DEV_PREVIEW.md

@@ -6,6 +6,12 @@ Tools for rapid plugin development without deploying to the RPi.
 
 Interactive web UI for tweaking plugin configs and seeing the rendered display in real time.
 
+The size inputs have a preset dropdown with the harness's standard panel
+sizes, and the **All Sizes** button renders the current config at every
+harness size in a side-by-side gallery (`POST /api/render-matrix`) — the
+quickest way to eyeball adaptive-layout behavior across panels
+(see [ADAPTIVE_LAYOUT.md](ADAPTIVE_LAYOUT.md)).
+
 ### Quick Start
 
 ```bash

docs/FONT_MANAGER.md

@@ -1,5 +1,12 @@
 # FontManager Usage Guide
 
+> **Picking a size automatically:** if you want the *largest font that fits
+> a given area* rather than a fixed size, use the adaptive layout system's
+> font ladders, which resolve through this FontManager. `BasePlugin`
+> subclasses get this as `self.layout.fit_text(...)`; other code can build
+> a `LayoutContext(width, height, font_manager)` directly — see
+> [ADAPTIVE_LAYOUT.md](ADAPTIVE_LAYOUT.md).
+
 ## Overview
 
 The enhanced FontManager provides comprehensive font management for the LEDMatrix application with support for:

docs/PLUGIN_API_REFERENCE.md

@@ -2,6 +2,11 @@
 
 Complete API reference for plugin developers. This document describes all methods and properties available to plugins through the Display Manager, Cache Manager, and Plugin Manager.
 
+> **Adaptive layout:** every `BasePlugin` also exposes `self.layout`,
+> `self.draw_fit(text, region)` and `self.draw_image(img, region, ...)` —
+> the recommended way to render text and images that scale to any panel
+> size. See [ADAPTIVE_LAYOUT.md](ADAPTIVE_LAYOUT.md).
+
 ## Table of Contents
 
 - [BasePlugin](#baseplugin)

docs/PLUGIN_DEVELOPMENT_GUIDE.md

@@ -2,6 +2,14 @@
 
 This guide explains how to set up a development workflow for plugins that are maintained in separate Git repositories while still being able to test them within the LEDMatrix project.
 
+> **Rendering guidance:** plugins should read the display size dynamically
+> (`self.display_manager.matrix.width/height`) rather than hardcoding one
+> panel. For plugins that want to *scale* their layout to any panel, the
+> opt-in adaptive layout system ([ADAPTIVE_LAYOUT.md](ADAPTIVE_LAYOUT.md))
+> provides the shared helpers — fonts, images, and composite layouts that
+> scale. Existing plugins keep their classic rendering unless they adopt
+> those APIs; nothing migrates automatically.
+
 ## Overview
 
 When developing plugins in separate repositories, you need a way to:

schema/manifest_schema.json

@@ -90,11 +90,40 @@
             "min_height": {
               "type": "integer",
               "minimum": 1
+            },
+            "max_width": {
+              "type": "integer",
+              "minimum": 1
+            },
+            "max_height": {
+              "type": "integer",
+              "minimum": 1
             }
           }
         }
       }
     },
+    "display": {
+      "type": "object",
+      "properties": {
+        "design_size": {
+          "type": "object",
+          "properties": {
+            "width": {
+              "type": "integer",
+              "minimum": 8
+            },
+            "height": {
+              "type": "integer",
+              "minimum": 8
+            }
+          },
+          "required": ["width", "height"],
+          "description": "Panel size the plugin's layout was authored against; core derives the adaptive-layout scale factor from it. Defaults to 128x32 when omitted."
+        }
+      },
+      "description": "Display/layout hints for the adaptive layout system"
+    },
     "config_schema": {
       "type": "string",
       "description": "Path to configuration schema file"

scripts/check_plugin.py

@@ -37,10 +37,11 @@ os.environ['EMULATOR'] = 'true'
 
 from src.logging_config import get_logger  # noqa: E402
 from src.plugin_system.testing.loading import (  # noqa: E402
-    find_plugin_dir, load_config_defaults, load_harness_spec,
+    find_plugin_dir, load_config_defaults, load_harness_spec, load_manifest,
 )
 from src.plugin_system.testing.harness import (  # noqa: E402
     RenderResult, render_plugin_matrix, compare_to_goldens, write_goldens,
+    check_scale_up,
 )
 from src.plugin_system.testing.sizes import (  # noqa: E402
     parse_size_token, resolve_test_sizes, safe_mode_filename, size_label,
@@ -110,28 +111,55 @@ def check_one(plugin_id: str, search_dirs: List[str], sizes, mock_data: Dict,
     effective_freeze = freeze_time or spec.get("freeze_time")
     effective_run_update = run_update and not spec.get("skip_update", False)
 
-    results = render_plugin_matrix(
+    # The plugin's declared design size drives the scale-up fill check
-        plugin_id=plugin_id, plugin_dir=plugin_dir, config=full_config,
+    # (panels >= 2x the design size must not be left mostly empty).
-        mock_data=effective_mock_data, sizes=effective_sizes,
+    declared = load_manifest(plugin_dir).get("display", {}).get("design_size", {})
-        run_update=effective_run_update, freeze_time=effective_freeze,
+    design_size = (int(declared.get("width", 128)), int(declared.get("height", 32)))
-    )
+    fill_strict = spec.get("fill_check") == "strict"
 
-    golden_dir = golden_dir_override or (plugin_dir / 'test' / 'golden')
+    # Every run: the base config, plus one per harness.json "variant" —
-    if update_golden:
+    # a config overlay with its own golden dir (e.g. adaptive layout mode
-        written = write_goldens(results, golden_dir)
+    # tested alongside the classic default).
-        logger.info("Wrote %d golden image(s) for %s to %s", written, plugin_id, golden_dir)
+    runs = [(None, {}, golden_dir_override or (plugin_dir / 'test' / 'golden'))]
-    else:
+    for variant in spec.get("variants", []):
-        compare_to_goldens(results, golden_dir)
+        name = variant.get("name") or "variant"
+        vdir = plugin_dir / variant.get("golden_dir", f"test/golden-{name}")
+        runs.append((name, variant.get("config", {}), vdir))
 
-    if out_dir:
+    all_run_results: List[RenderResult] = []
-        for r in results:
+    for variant_name, overlay, golden_dir in runs:
-            if r.image is None:
+        run_config = {**full_config, **overlay}
-                continue
+        results = render_plugin_matrix(
-            dest = out_dir / plugin_id / size_label(r.width, r.height)
+            plugin_id=plugin_id, plugin_dir=plugin_dir, config=run_config,
-            dest.mkdir(parents=True, exist_ok=True)
+            mock_data=effective_mock_data, sizes=effective_sizes,
-            r.image.save(dest / f"{safe_mode_filename(r.mode)}.png", format="PNG")
+            run_update=effective_run_update, freeze_time=effective_freeze,
+        )
 
-    return results
+        if update_golden:
+            written = write_goldens(results, golden_dir)
+            logger.info("Wrote %d golden image(s) for %s%s to %s", written, plugin_id,
+                        f" [{variant_name}]" if variant_name else "", golden_dir)
+        else:
+            compare_to_goldens(results, golden_dir)
+
+        check_scale_up(results, design_size=design_size, strict=fill_strict)
+
+        # Tag variant runs so the report and PNG dumps stay distinguishable.
+        if variant_name:
+            for r in results:
+                r.mode = f"{r.mode}@{variant_name}"
+
+        if out_dir:
+            for r in results:
+                if r.image is None:
+                    continue
+                dest = out_dir / plugin_id / size_label(r.width, r.height)
+                dest.mkdir(parents=True, exist_ok=True)
+                r.image.save(dest / f"{safe_mode_filename(r.mode)}.png", format="PNG")
+
+        all_run_results.extend(results)
+
+    return all_run_results
 
 
 def print_report(all_results: Dict[str, List[RenderResult]]) -> bool:
@@ -147,6 +175,10 @@ def print_report(all_results: Dict[str, List[RenderResult]]) -> bool:
                     detail = " (golden ✓)"
                 if r.update_error is not None:
                     detail += f" (update warn: {r.update_error})"
+                if r.fill_checked and r.fill_ok is None and r.fill_extent:
+                    # warn-only underfill: big panel left mostly empty
+                    ex, ey = r.fill_extent
+                    detail += f" (fill warn: extent {ex:.0%}x{ey:.0%})"
             else:
                 everything_ok = False
                 if r.error is not None:
@@ -156,6 +188,10 @@ def print_report(all_results: Dict[str, List[RenderResult]]) -> bool:
                 elif r.golden_ok is False:
                     status = "FAIL"
                     detail = f" golden drift: {r.golden_diff_pixels}px (max Δ={r.golden_max_delta})"
+                elif r.fill_ok is False:
+                    ex, ey = r.fill_extent or (0.0, 0.0)
+                    status = "FAIL"
+                    detail = f" fill: extent {ex:.0%}x{ey:.0%} below required coverage"
                 else:
                     status, detail = "FAIL", ""
             print(f"  [{status}] {r.size_label:>7}  {r.mode}{detail}")

scripts/dev_server.py

@@ -16,6 +16,7 @@ Opens at http://localhost:5001
 import sys
 import os
 import json
+import re
 import time
 import argparse
 import logging
@@ -44,6 +45,10 @@ MAX_HEIGHT = 512
 MIN_WIDTH = 1
 MIN_HEIGHT = 1
 
+# plugin_id arrives in request input and is used to build filesystem paths —
+# allowlist it (same pattern the web UI's pages_v3 uses)
+_SAFE_PLUGIN_ID_RE = re.compile(r'^[a-zA-Z0-9_-]{1,64}$')
+
 
 # --------------------------------------------------------------------------
 # Plugin discovery
@@ -106,15 +111,30 @@ def discover_plugins() -> List[Dict[str, Any]]:
 
 
 def find_plugin_dir(plugin_id: str) -> Optional[Path]:
-    """Find a plugin directory by ID."""
+    """Find a plugin directory by ID.
+
+    plugin_id comes from request input: it must pass an allowlist match,
+    and the resulting directory is normalized and required to live inside
+    one of the plugin search dirs, so a crafted id can never name a path
+    outside them.
+    """
+    if not isinstance(plugin_id, str) or not _SAFE_PLUGIN_ID_RE.match(plugin_id):
+        return None
     from src.plugin_system.plugin_loader import PluginLoader
     loader = PluginLoader()
     for search_dir in get_search_dirs():
         if not search_dir.exists():
             continue
         result = loader.find_plugin_directory(plugin_id, search_dir)
-        if result:
+        if not result:
-            return Path(result)
+            continue
+        # Normalize WITHOUT following symlinks (dev plugins are often
+        # symlinked into plugins/) and require lexical containment in the
+        # search dir, so no id can ever name a path outside it.
+        result_abs = os.path.abspath(str(result))
+        root_abs = os.path.abspath(str(search_dir))
+        if os.path.commonpath([result_abs, root_abs]) == root_abs:
+            return Path(result_abs)
     return None
 
 
@@ -176,6 +196,118 @@ def api_plugin_defaults(plugin_id):
     return jsonify({'defaults': defaults})
 
 
+def _render_once(plugin_id, plugin_dir, manifest, config, mock_data, width, height,
+                 skip_update):
+    """Render one plugin at one size. Returns the /api/render response dict.
+
+    A fresh plugin instance per call, mirroring the safety harness, so sizes
+    never share state.
+    """
+    from src.plugin_system.testing import VisualTestDisplayManager, MockCacheManager, MockPluginManager
+    from src.plugin_system.plugin_loader import PluginLoader
+
+    display_manager = VisualTestDisplayManager(width=width, height=height)
+    cache_manager = MockCacheManager()
+    plugin_manager = MockPluginManager()
+
+    # Pre-populate cache with mock data
+    for key, value in mock_data.items():
+        cache_manager.set(key, value)
+
+    loader = PluginLoader()
+    errors = []
+    warnings = []
+
+    plugin_instance, _module = loader.load_plugin(
+        plugin_id=plugin_id,
+        manifest=manifest,
+        plugin_dir=plugin_dir,
+        config=config,
+        display_manager=display_manager,
+        cache_manager=cache_manager,
+        plugin_manager=plugin_manager,
+        install_deps=False,
+    )
+
+    start_time = time.time()
+
+    # Run update()
+    if not skip_update:
+        try:
+            plugin_instance.update()
+        except Exception as e:
+            logger.warning("update() raised for plugin %s", plugin_id, exc_info=True)
+            warnings.append(f"update() raised: {type(e).__name__} — see server log")
+
+    # Run display()
+    try:
+        plugin_instance.display(force_clear=True)
+    except Exception as e:
+        logger.warning("display() raised for plugin %s", plugin_id, exc_info=True)
+        errors.append(f"display() raised: {type(e).__name__} — see server log")
+
+    render_time_ms = round((time.time() - start_time) * 1000, 1)
+
+    return {
+        'image': f'data:image/png;base64,{display_manager.get_image_base64()}',
+        'width': width,
+        'height': height,
+        'render_time_ms': render_time_ms,
+        'errors': errors,
+        'warnings': warnings,
+    }
+
+
+def _trusted_plugin_dir(plugin_dir: Path) -> Optional[Path]:
+    """Re-derive a plugin directory from the search dirs' own listings.
+
+    Path-injection barrier: unlike ``Path.iterdir()`` (which CodeQL doesn't
+    recognize as a taint-clearing enumeration), ``os.scandir()`` is. The
+    returned Path is built from a trusted root plus a name the filesystem
+    itself produced under that root via scandir — request-derived strings
+    never enter its construction — so a crafted plugin id can never make
+    downstream file access leave the plugin search dirs. Comparison is by
+    name, deliberately without symlink resolution (dev plugins are
+    commonly symlinked into plugins/).
+    """
+    wanted_name = Path(os.path.normpath(str(plugin_dir))).name
+    for search_dir in get_search_dirs():
+        search_dir_str = str(search_dir)
+        try:
+            with os.scandir(search_dir_str) as entries:
+                for entry in entries:
+                    if entry.name == wanted_name and entry.is_dir():
+                        return Path(search_dir_str) / entry.name
+        except OSError:
+            continue
+    return None
+
+
+def _parse_render_request(data):
+    """Shared /api/render* request prep. Returns (plugin_dir, manifest, config,
+    mock_data, skip_update) or raises ValueError with a client message."""
+    plugin_id = data['plugin_id']
+    candidate_dir = find_plugin_dir(plugin_id)
+    # Never reuse `candidate_dir` past this point: it's built from
+    # request-derived input, and a variable reassigned only on some paths
+    # isn't a barrier CodeQL's flow analysis honors. `trusted_dir` is the
+    # sole name used below, always the scandir-sourced result.
+    trusted_dir = _trusted_plugin_dir(candidate_dir) if candidate_dir else None
+    if not trusted_dir:
+        raise LookupError(f'Plugin not found: {plugin_id}')
+
+    manifest_path = trusted_dir / 'manifest.json'
+    with open(manifest_path, 'r') as f:
+        manifest = json.load(f)
+
+    # Build config: schema defaults + user overrides
+    config = {'enabled': True}
+    config.update(load_config_defaults(trusted_dir))
+    config.update(data.get('config', {}))
+
+    return trusted_dir, manifest, config, data.get('mock_data', {}), data.get('skip_update', False)
+
+
 @app.route('/api/render', methods=['POST'])
 def api_render():
     """Render a plugin and return the display as base64 PNG."""
@@ -183,11 +315,6 @@ def api_render():
     if not data or 'plugin_id' not in data:
         return jsonify({'error': 'plugin_id is required'}), 400
 
-    plugin_id = data['plugin_id']
-    user_config = data.get('config', {})
-    mock_data = data.get('mock_data', {})
-    skip_update = data.get('skip_update', False)
-
     try:
         width = int(data.get('width', 128))
         height = int(data.get('height', 32))
@@ -199,78 +326,77 @@ def api_render():
     if not (MIN_HEIGHT <= height <= MAX_HEIGHT):
         return jsonify({'error': f'height must be between {MIN_HEIGHT} and {MAX_HEIGHT}'}), 400
 
-    # Find plugin
+    try:
-    plugin_dir = find_plugin_dir(plugin_id)
+        plugin_dir, manifest, config, mock_data, skip_update = _parse_render_request(data)
-    if not plugin_dir:
+    except LookupError:
-        return jsonify({'error': f'Plugin not found: {plugin_id}'}), 404
+        return jsonify({'error': f"Plugin not found: {data['plugin_id']}"}), 404
-
+    except Exception:
-    # Load manifest
+        # Bad manifest.json / schema / fixture — details go to the dev's
-    manifest_path = plugin_dir / 'manifest.json'
+        # console, not the HTTP response
-    with open(manifest_path, 'r') as f:
+        app.logger.exception('render request preparation failed')
-        manifest = json.load(f)
+        return jsonify({'error': 'Could not prepare render request; see server log'}), 400
-
-    # Build config: schema defaults + user overrides
-    config_defaults = load_config_defaults(plugin_dir)
-    config = {'enabled': True}
-    config.update(config_defaults)
-    config.update(user_config)
-
-    # Create display manager and mocks
-    from src.plugin_system.testing import VisualTestDisplayManager, MockCacheManager, MockPluginManager
-    from src.plugin_system.plugin_loader import PluginLoader
-
-    display_manager = VisualTestDisplayManager(width=width, height=height)
-    cache_manager = MockCacheManager()
-    plugin_manager = MockPluginManager()
-
-    # Pre-populate cache with mock data
-    for key, value in mock_data.items():
-        cache_manager.set(key, value)
-
-    # Load plugin
-    loader = PluginLoader()
-    errors = []
-    warnings = []
 
     try:
-        plugin_instance, module = loader.load_plugin(
+        result = _render_once(data['plugin_id'], plugin_dir, manifest, config,
-            plugin_id=plugin_id,
+                              mock_data, width, height, skip_update)
-            manifest=manifest,
+    except Exception:
-            plugin_dir=plugin_dir,
+        app.logger.exception('plugin load failed during render')
-            config=config,
+        return jsonify({'error': 'Failed to load plugin; see server log'}), 500
-            display_manager=display_manager,
+    return jsonify(result)
-            cache_manager=cache_manager,
-            plugin_manager=plugin_manager,
-            install_deps=False,
-        )
-    except Exception as e:
-        return jsonify({'error': f'Failed to load plugin: {e}'}), 500
 
-    start_time = time.time()
 
-    # Run update()
+@app.route('/api/sizes')
-    if not skip_update:
+def api_sizes():
+    """The representative panel-size sample the safety harness renders at."""
+    from src.plugin_system.testing.sizes import DEFAULT_TEST_SIZES
+    return jsonify({'sizes': [list(s) for s in DEFAULT_TEST_SIZES]})
+
+
+MAX_MATRIX_SIZES = 12
+
+
+@app.route('/api/render-matrix', methods=['POST'])
+def api_render_matrix():
+    """Render a plugin at a list of sizes (default: the harness sample) so the
+    UI can show a side-by-side multi-resolution gallery."""
+    data = request.get_json()
+    if not data or 'plugin_id' not in data:
+        return jsonify({'error': 'plugin_id is required'}), 400
+
+    from src.plugin_system.testing.sizes import DEFAULT_TEST_SIZES
+    sizes = data.get('sizes') or [list(s) for s in DEFAULT_TEST_SIZES]
+    if len(sizes) > MAX_MATRIX_SIZES:
+        return jsonify({'error': f'at most {MAX_MATRIX_SIZES} sizes per request'}), 400
+    parsed_sizes = []
+    for pair in sizes:
         try:
-            plugin_instance.update()
+            w, h = int(pair[0]), int(pair[1])
-        except Exception as e:
+        except (TypeError, ValueError, IndexError):
-            warnings.append(f"update() raised: {e}")
+            return jsonify({'error': f'invalid size entry {pair!r} (expected [w, h])'}), 400
+        if not (MIN_WIDTH <= w <= MAX_WIDTH and MIN_HEIGHT <= h <= MAX_HEIGHT):
+            return jsonify({'error': f'size {w}x{h} out of bounds'}), 400
+        parsed_sizes.append((w, h))
 
-    # Run display()
     try:
-        plugin_instance.display(force_clear=True)
+        plugin_dir, manifest, config, mock_data, skip_update = _parse_render_request(data)
-    except Exception as e:
+    except LookupError:
-        errors.append(f"display() raised: {e}")
+        return jsonify({'error': f"Plugin not found: {data['plugin_id']}"}), 404
+    except Exception:
+        app.logger.exception('render request preparation failed')
+        return jsonify({'error': 'Could not prepare render request; see server log'}), 400
 
-    render_time_ms = round((time.time() - start_time) * 1000, 1)
+    results = []
-
+    for w, h in parsed_sizes:
-    return jsonify({
+        try:
-        'image': f'data:image/png;base64,{display_manager.get_image_base64()}',
+            results.append(_render_once(data['plugin_id'], plugin_dir, manifest,
-        'width': width,
+                                        config, mock_data, w, h, skip_update))
-        'height': height,
+        except Exception:
-        'render_time_ms': render_time_ms,
+            app.logger.exception('plugin load failed during %dx%d render', w, h)
-        'errors': errors,
+            results.append({'image': None, 'width': w, 'height': h,
-        'warnings': warnings,
+                            'render_time_ms': 0,
-    })
+                            'errors': ['Failed to load plugin; see server log'],
+                            'warnings': []})
+    return jsonify({'results': results})
 
 
 # --------------------------------------------------------------------------

scripts/templates/dev_preview.html

@@ -209,6 +209,11 @@
                            onchange="onConfigChange()">
                     <span class="text-xs ml-2" style="color: var(--text-secondary);">px</span>
                 </div>
+                <select id="sizePreset" onchange="applySizePreset()"
+                        class="w-full mt-2 px-2 py-1.5 rounded text-xs"
+                        style="background: var(--bg-primary); color: var(--text-secondary); border: 1px solid var(--border-color);">
+                    <option value="">Preset sizes…</option>
+                </select>
             </div>
 
             <!-- Config form -->
@@ -242,13 +247,18 @@
                 </div>
             </details>
 
-            <!-- Render button -->
+            <!-- Render buttons -->
             <div class="flex gap-2">
                 <button onclick="renderPlugin()" id="renderBtn"
                         class="flex-1 px-4 py-2.5 rounded-lg text-sm font-medium text-white"
                         style="background: var(--accent);">
                     Render
                 </button>
+                <button onclick="renderAllSizes()" id="renderAllBtn" title="Render at every harness test size"
+                        class="px-4 py-2.5 rounded-lg text-sm font-medium"
+                        style="background: var(--bg-tertiary); color: var(--text-primary); border: 1px solid var(--border-color);">
+                    All Sizes
+                </button>
             </div>
         </div>
 
@@ -311,6 +321,15 @@
             <div id="messagesPanel" class="panel p-3 hidden">
                 <div id="messagesList" class="text-xs font-mono space-y-1"></div>
             </div>
+
+            <!-- Multi-size gallery -->
+            <div id="galleryPanel" class="panel p-4 hidden">
+                <div class="flex items-center justify-between mb-3">
+                    <span class="text-xs font-medium" style="color: var(--text-secondary);">All Sizes</span>
+                    <span class="text-xs" style="color: var(--text-secondary);" id="galleryStatus"></span>
+                </div>
+                <div id="galleryGrid" class="flex flex-wrap gap-4 items-start"></div>
+            </div>
         </div>
     </div>
 
@@ -340,8 +359,30 @@
                 opt.textContent = `${p.name} (${p.id})`;
                 select.appendChild(opt);
             });
+
+            // Load harness size presets
+            try {
+                const sizesRes = await fetch('/api/sizes');
+                const sizesData = await sizesRes.json();
+                const preset = document.getElementById('sizePreset');
+                (sizesData.sizes || []).forEach(([w, h]) => {
+                    const opt = document.createElement('option');
+                    opt.value = `${w}x${h}`;
+                    opt.textContent = `${w} x ${h}`;
+                    preset.appendChild(opt);
+                });
+            } catch (e) { /* presets are a convenience; ignore */ }
         });
 
+        function applySizePreset() {
+            const value = document.getElementById('sizePreset').value;
+            if (!value) return;
+            const [w, h] = value.split('x');
+            document.getElementById('displayWidth').value = w;
+            document.getElementById('displayHeight').value = h;
+            onConfigChange();
+        }
+
         // ---------- Plugin selection ----------
         async function onPluginChange() {
             const pluginId = document.getElementById('pluginSelect').value;
@@ -485,6 +526,89 @@
             }
         }
 
+        // ---------- Multi-size gallery ----------
+        async function renderAllSizes() {
+            if (!currentPluginId) return;
+
+            const btn = document.getElementById('renderAllBtn');
+            const panel = document.getElementById('galleryPanel');
+            const grid = document.getElementById('galleryGrid');
+            const status = document.getElementById('galleryStatus');
+            btn.disabled = true;
+            btn.textContent = 'Rendering…';
+            panel.classList.remove('hidden');
+            grid.innerHTML = '';
+            status.textContent = 'Rendering at all harness sizes…';
+
+            const config = jsonEditor ? jsonEditor.getValue() : {};
+            config.enabled = true;
+            let mockData = {};
+            const mockInput = document.getElementById('mockDataInput').value.trim();
+            if (mockInput) {
+                try { mockData = JSON.parse(mockInput); }
+                catch (e) { showMessages([], [`Mock data JSON error: ${e.message}`]); }
+            }
+
+            try {
+                const res = await fetch('/api/render-matrix', {
+                    method: 'POST',
+                    headers: { 'Content-Type': 'application/json' },
+                    body: JSON.stringify({
+                        plugin_id: currentPluginId,
+                        config: config,
+                        mock_data: mockData,
+                    }),
+                });
+                const data = await res.json();
+                if (data.error) {
+                    status.textContent = data.error;
+                    return;
+                }
+
+                let failures = 0;
+                (data.results || []).forEach(r => {
+                    const cell = document.createElement('div');
+                    cell.style.cssText = 'display:flex;flex-direction:column;gap:4px;';
+                    const failed = (r.errors || []).length > 0 || !r.image;
+                    if (failed) failures++;
+
+                    const label = document.createElement('span');
+                    label.className = 'text-xs font-mono';
+                    label.style.color = failed ? '#f87171' : 'var(--text-secondary)';
+                    label.textContent = `${r.width}x${r.height} · ${r.render_time_ms}ms`;
+                    cell.appendChild(label);
+
+                    if (r.image) {
+                        const img = document.createElement('img');
+                        img.src = r.image;
+                        // Small panels get 2x zoom so they stay legible in the grid
+                        const zoom = r.height >= 128 ? 1 : 2;
+                        img.style.cssText =
+                            `image-rendering: pixelated; width:${r.width * zoom}px; ` +
+                            `height:${r.height * zoom}px; ` +
+                            `border:1px solid ${failed ? '#f87171' : 'var(--border-color)'};`;
+                        cell.appendChild(img);
+                    }
+                    if (failed) {
+                        const err = document.createElement('span');
+                        err.className = 'text-xs font-mono';
+                        err.style.color = '#f87171';
+                        err.textContent = (r.errors || ['render failed']).join('; ');
+                        cell.appendChild(err);
+                    }
+                    grid.appendChild(cell);
+                });
+                status.textContent = failures
+                    ? `${failures} size(s) failed`
+                    : `${(data.results || []).length} sizes rendered`;
+            } catch (e) {
+                status.textContent = `Network error: ${e.message}`;
+            } finally {
+                btn.disabled = false;
+                btn.textContent = 'All Sizes';
+            }
+        }
+
         // ---------- Zoom ----------
         function updateZoom() {
             const zoom = parseInt(document.getElementById('zoomSlider').value);

src/__init__.py

@@ -4,5 +4,5 @@ LEDMatrix Display System
 Core source package for the LED Matrix Display project.
 """
 
-__version__ = "1.0.0"
+__version__ = "3.1.0"
 

src/adaptive_images.py

@@ -0,0 +1,174 @@
+"""
+Adaptive image fitting for plugins — the image counterpart to
+src/adaptive_layout.py's text fitting.
+
+Promotes the proven in-field image patterns into one shared helper so
+plugins stop hand-copying resize/cache code:
+
+- "crop transparent padding, then fill the row height" (football/hockey
+  logo pattern) -> ``crop_to_ink=True, mode="fill_height"``
+- "crop-to-fill with a top anchor for faces" (masters-tournament headshot
+  pattern) -> ``mode="cover", anchor="top"``
+- "letterbox to fit, centered on a background" (static-image pattern)
+  -> ``mode="contain"``
+- NEAREST for pixel art/flags vs LANCZOS for photos (masters flag pattern)
+  -> ``resample=RESAMPLE_NEAREST``
+
+Unlike PIL's ``thumbnail()`` (downscale-only — the reason plugin imagery
+stays tiny on big panels), ``fit_image`` upscales by default so content
+genuinely adapts to larger displays; pass ``upscale=False`` for the old
+behavior.
+
+Use via ``LayoutContext.fit_image(...)`` (cached per panel size) or
+``BasePlugin.draw_image(...)``; the module-level functions are the
+uncached primitives.
+"""
+
+from dataclasses import dataclass
+from typing import Any, Optional, Tuple
+
+from PIL import Image
+
+# The one Pillow >= 9.1 compat shim (replaces the per-plugin copies).
+try:
+    RESAMPLE_LANCZOS = Image.Resampling.LANCZOS
+    RESAMPLE_NEAREST = Image.Resampling.NEAREST
+except AttributeError:  # Pillow < 9.1
+    RESAMPLE_LANCZOS = Image.LANCZOS
+    RESAMPLE_NEAREST = Image.NEAREST
+
+FIT_MODES = ("contain", "cover", "fill_height", "stretch")
+
+
+@dataclass(frozen=True)
+class ImageFitResult:
+    """A processed RGBA copy of a source image, sized for a target box."""
+    image: Image.Image
+    width: int
+    height: int
+    scale: float          # scale applied vs the (possibly ink-cropped) source
+    mode: str
+    source_size: Tuple[int, int]
+
+    @property
+    def is_empty(self) -> bool:
+        return self.width <= 0 or self.height <= 0
+
+
+_EMPTY_IMAGE = Image.new("RGBA", (1, 1), (0, 0, 0, 0))
+
+
+def _empty_result(mode: str, source_size: Tuple[int, int]) -> ImageFitResult:
+    return ImageFitResult(_EMPTY_IMAGE, 0, 0, 0.0, mode, source_size)
+
+
+def _box_dims(box: Any) -> Tuple[int, int]:
+    """Accept a Region (duck-typed .w/.h) or a (w, h) tuple."""
+    if hasattr(box, "w") and hasattr(box, "h"):
+        return (int(box.w), int(box.h))
+    w, h = box
+    return (int(w), int(h))
+
+
+def fit_image(img: Image.Image, box: Any, *, mode: str = "contain",
+              crop_to_ink: bool = False, anchor: str = "center",
+              resample: Any = None, upscale: bool = True) -> ImageFitResult:
+    """Fit an image into a box, preserving crispness policy per content type.
+
+    Args:
+        img: Source PIL image (any mode; output is always RGBA).
+        box: Region or (w, h) target box.
+        mode: "contain" (letterbox), "cover" (crop-to-fill),
+              "fill_height" (height == box height, contain-capped by width),
+              "stretch" (exact resize).
+        crop_to_ink: Trim fully-transparent padding (getbbox) before fitting —
+              logos shipped with generous padding otherwise render small.
+        anchor: For "cover" crops: "center" or "top" (keeps faces/tops).
+        resample: PIL resampling filter; defaults to RESAMPLE_LANCZOS.
+              Use RESAMPLE_NEAREST for pixel art, flags, and sprite icons.
+        upscale: Allow scaling above source size (default True — the adaptive
+              point). False mimics the legacy thumbnail() behavior.
+    """
+    if mode not in FIT_MODES:
+        raise ValueError(f"Unknown fit mode '{mode}' (expected one of {FIT_MODES})")
+    box_w, box_h = _box_dims(box)
+    if box_w <= 0 or box_h <= 0 or img.width <= 0 or img.height <= 0:
+        return _empty_result(mode, img.size)
+
+    resample = RESAMPLE_LANCZOS if resample is None else resample
+
+    work = img if img.mode == "RGBA" else img.convert("RGBA")
+    if crop_to_ink:
+        bbox = work.getbbox()
+        if bbox is None:  # fully transparent
+            return _empty_result(mode, img.size)
+        work = work.crop(bbox)
+
+    src_w, src_h = work.size
+
+    if mode == "stretch":
+        out = work.resize((box_w, box_h), resample)
+        return ImageFitResult(out, box_w, box_h, box_w / src_w, mode, (src_w, src_h))
+
+    if mode == "cover":
+        scale = max(box_w / src_w, box_h / src_h)
+        if not upscale:
+            scale = min(scale, 1.0)
+        scaled_w = max(1, round(src_w * scale))
+        scaled_h = max(1, round(src_h * scale))
+        out = work.resize((scaled_w, scaled_h), resample)
+        # Crop the overhang down to the box (only when the scaled image is
+        # larger; with upscale=False it may be smaller and is left as-is).
+        crop_w, crop_h = min(box_w, scaled_w), min(box_h, scaled_h)
+        left = (scaled_w - crop_w) // 2
+        top = 0 if anchor == "top" else (scaled_h - crop_h) // 2
+        out = out.crop((left, top, left + crop_w, top + crop_h))
+        return ImageFitResult(out, out.width, out.height, scale, mode, (src_w, src_h))
+
+    # contain / fill_height share the "preserve aspect, no crop" path
+    if mode == "fill_height":
+        scale = box_h / src_h
+        # contain-cap: never exceed the box width (football's logo_slot rule)
+        scale = min(scale, box_w / src_w)
+    else:  # contain
+        scale = min(box_w / src_w, box_h / src_h)
+    if not upscale:
+        scale = min(scale, 1.0)
+    out_w = max(1, round(src_w * scale))
+    out_h = max(1, round(src_h * scale))
+    if (out_w, out_h) == (src_w, src_h):
+        # No resize needed — but `work` may still BE the caller's original
+        # image (RGBA source, no ink crop). The result must always be an
+        # independent copy: LayoutContext caches ImageFitResults, and an
+        # aliased image would let later mutations of the source corrupt
+        # cached fits (or vice versa).
+        out = work.copy() if work is img else work
+    else:
+        out = work.resize((out_w, out_h), resample)
+    return ImageFitResult(out, out_w, out_h, scale, mode, (src_w, src_h))
+
+
+def draw_fitted_image(display_manager: Any, ifit: ImageFitResult, box: Any, *,
+                      align: str = "center", valign: str = "center",
+                      offset: Tuple[int, int] = (0, 0)) -> Optional[Tuple[int, int]]:
+    """Paste a fitted image aligned within a Region onto the display canvas.
+
+    Pastes with the image's own alpha mask. Returns the (x, y) actually used
+    so callers can position adjacent decorations, or None when nothing was
+    drawn (empty fit / no canvas).
+    """
+    if ifit is None or ifit.is_empty:
+        return None
+    image = getattr(display_manager, "image", None)
+    if image is None:
+        return None
+    if hasattr(box, "align_xy"):
+        x, y = box.align_xy(ifit.width, ifit.height, align, valign)
+    else:
+        box_w, box_h = _box_dims(box)
+        x = (box_w - ifit.width) // 2
+        y = (box_h - ifit.height) // 2
+    x += int(offset[0])
+    y += int(offset[1])
+    image.paste(ifit.image, (x, y), ifit.image)
+    return (x, y)

src/adaptive_layout.py

@@ -0,0 +1,746 @@
+"""
+Adaptive layout and font scaling helpers for plugins.
+
+Generalizes the three size-adaptation patterns proven in the plugin
+ecosystem into small composable core helpers, so plugins render legibly on
+any panel size (64x32, 128x32, 96x48, 128x64, 256x64, ...) without
+hand-tuned per-display layouts:
+
+- Region: integer rect algebra (bands, columns, weighted splits, centering).
+  Regions partition space, so text bands can't overlap by construction —
+  replacing the magic ``y = 1`` / ``y = height - 7`` offsets tuned for 128x32.
+- Font ladders: ordered (family, size) steps known to render crisply.
+  Pixel fonts (BDF, PressStart2P) only look right at native/integer sizes,
+  so fonts are never scaled continuously — fitting walks a ladder from the
+  largest rung down until the measured text fits the target box. This is
+  baseball-scoreboard's fallback-ladder pattern promoted to core.
+- LayoutContext: per-(width, height) facts — breakpoint tiers
+  (masters-tournament's pattern), a geometry scale factor vs. a declared
+  design size (f1-scoreboard's pattern), and cached fit-text queries.
+
+Everything is opt-in: plugins get a context via ``self.layout`` on
+BasePlugin (or construct one directly) and existing plugins are unaffected.
+
+Fonts are resolved through FontManager's catalog (family names are
+lowercased file stems from assets/fonts, e.g. "9x15", "tom-thumb", plus
+aliases like "press_start"). FitResult.font is a plain PIL font or
+freetype.Face, so it drops straight into DisplayManager.draw_text().
+"""
+
+import logging
+from collections import OrderedDict
+from dataclasses import dataclass
+from typing import Any, Dict, List, Optional, Sequence, Tuple, Union
+
+import freetype
+
+logger = logging.getLogger(__name__)
+
+# Height-based breakpoint tiers, smallest to largest. A 32px-tall panel is
+# the ecosystem baseline ("sm"); 96x48 lands in "md"; 128x64 in "lg".
+_HEIGHT_TIERS: Tuple[Tuple[str, int], ...] = (
+    ("xs", 16), ("sm", 32), ("md", 48), ("lg", 64), ("xl", 10 ** 9),
+)
+TIER_ORDER: Tuple[str, ...] = tuple(name for name, _ in _HEIGHT_TIERS)
+
+_WIDTH_TIERS: Tuple[Tuple[str, int], ...] = (
+    ("narrow", 64), ("normal", 128), ("wide", 256), ("ultrawide", 10 ** 9),
+)
+WIDTH_TIER_ORDER: Tuple[str, ...] = tuple(name for name, _ in _WIDTH_TIERS)
+
+# The panel size most existing plugins were authored against.
+DEFAULT_DESIGN_SIZE: Tuple[int, int] = (128, 32)
+
+
+@dataclass(frozen=True)
+class Region:
+    """An integer rectangle. Carving methods return sub-Regions clamped to
+    non-negative dimensions, so degenerate panels never produce negative
+    boxes — a band request larger than the region simply consumes it all."""
+
+    x: int
+    y: int
+    w: int
+    h: int
+
+    def __post_init__(self):
+        object.__setattr__(self, "w", max(0, int(self.w)))
+        object.__setattr__(self, "h", max(0, int(self.h)))
+        object.__setattr__(self, "x", int(self.x))
+        object.__setattr__(self, "y", int(self.y))
+
+    @property
+    def right(self) -> int:
+        return self.x + self.w
+
+    @property
+    def bottom(self) -> int:
+        return self.y + self.h
+
+    @property
+    def center(self) -> Tuple[int, int]:
+        return (self.x + self.w // 2, self.y + self.h // 2)
+
+    # ---- carving -----------------------------------------------------
+
+    def inset(self, dx: int, dy: Optional[int] = None) -> "Region":
+        """Shrink by dx horizontally and dy (default dx) vertically, each side."""
+        if dy is None:
+            dy = dx
+        return Region(self.x + dx, self.y + dy, self.w - 2 * dx, self.h - 2 * dy)
+
+    def offset(self, dx: int, dy: int) -> "Region":
+        """Translate without resizing — the hook for user x/y-offset
+        customization: compute regions first, then apply the user's
+        configured offsets as a final translation."""
+        return Region(self.x + dx, self.y + dy, self.w, self.h)
+
+    def top_band(self, h: int) -> "Region":
+        return Region(self.x, self.y, self.w, min(h, self.h))
+
+    def bottom_band(self, h: int) -> "Region":
+        h = min(h, self.h)
+        return Region(self.x, self.bottom - h, self.w, h)
+
+    def middle(self, top_h: int = 0, bottom_h: int = 0) -> "Region":
+        """What remains between a top band and a bottom band."""
+        return Region(self.x, self.y + top_h, self.w, self.h - top_h - bottom_h)
+
+    def left_col(self, w: int) -> "Region":
+        return Region(self.x, self.y, min(w, self.w), self.h)
+
+    def right_col(self, w: int) -> "Region":
+        w = min(w, self.w)
+        return Region(self.right - w, self.y, w, self.h)
+
+    def split_h(self, *weights: float, gap: int = 0) -> List["Region"]:
+        """Side-by-side columns sized by weight; gaps between them."""
+        sizes = _weighted_sizes(self.w, weights, gap)
+        cols, cursor = [], self.x
+        for size in sizes:
+            cols.append(Region(cursor, self.y, size, self.h))
+            cursor += size + gap
+        return cols
+
+    def split_v(self, *weights: float, gap: int = 0) -> List["Region"]:
+        """Stacked rows sized by weight; gaps between them."""
+        sizes = _weighted_sizes(self.h, weights, gap)
+        rows, cursor = [], self.y
+        for size in sizes:
+            rows.append(Region(self.x, cursor, self.w, size))
+            cursor += size + gap
+        return rows
+
+    # ---- placement ---------------------------------------------------
+
+    def align_xy(self, w: int, h: int, align: str = "center",
+                 valign: str = "center") -> Tuple[int, int]:
+        """Top-left position for a w x h box aligned within this region.
+        align: left|center|right; valign: top|center|bottom."""
+        if align == "left":
+            x = self.x
+        elif align == "right":
+            x = self.right - w
+        else:
+            x = self.x + (self.w - w) // 2
+        if valign == "top":
+            y = self.y
+        elif valign == "bottom":
+            y = self.bottom - h
+        else:
+            y = self.y + (self.h - h) // 2
+        return (x, y)
+
+    def center_xy(self, w: int, h: int) -> Tuple[int, int]:
+        return self.align_xy(w, h)
+
+    def contains(self, w: int, h: int) -> bool:
+        return w <= self.w and h <= self.h
+
+
+def _weighted_sizes(total: int, weights: Sequence[float], gap: int) -> List[int]:
+    """Integer sizes proportional to weights, remainder spread left-to-right."""
+    if not weights:
+        return []
+    usable = max(0, total - gap * (len(weights) - 1))
+    weight_sum = sum(weights) or 1
+    sizes = [int(usable * w / weight_sum) for w in weights]
+    remainder = usable - sum(sizes)
+    for i in range(remainder):
+        sizes[i % len(sizes)] += 1
+    return sizes
+
+
+# ---------------------------------------------------------------------------
+# Font ladders
+# ---------------------------------------------------------------------------
+
+@dataclass(frozen=True)
+class FontStep:
+    """One rung: a FontManager catalog family at a size it renders crisply."""
+    family: str
+    size_px: int
+
+
+FontLadder = Tuple[FontStep, ...]
+
+# X11 BDF bitmap fonts at their native pixel sizes, largest to smallest —
+# baseball-scoreboard's fallback ladder extended upward. Same-height rungs
+# are ordered widest first so width-constrained text steps to a narrower
+# face before dropping a size.
+LADDER_GRID: FontLadder = (
+    FontStep("10x20", 20),
+    FontStep("9x18", 18),
+    FontStep("9x15", 15),
+    FontStep("8x13", 13),
+    FontStep("7x13", 13),
+    FontStep("6x13", 13),
+    FontStep("6x12", 12),
+    FontStep("6x10", 10),
+    FontStep("6x9", 9),
+    FontStep("5x8", 8),
+    FontStep("5x7", 7),
+    FontStep("4x6", 6),
+    FontStep("tom-thumb", 6),
+)
+
+# PressStart2P at integer multiples of its 8px pixel grid only — fractional
+# sizes blur a pixel font. For headline text (clocks, scores).
+LADDER_ARCADE: FontLadder = (
+    FontStep("press_start", 32),
+    FontStep("press_start", 24),
+    FontStep("press_start", 16),
+    FontStep("press_start", 8),
+)
+
+LADDER_DEFAULT: FontLadder = LADDER_GRID
+
+ELLIPSIS = "…"
+
+
+@dataclass(frozen=True)
+class FitResult:
+    """A fitted font plus the ink metrics of the (possibly ellipsized) text.
+
+    ``y_offset`` is the gap between the y passed to draw_text() and where
+    ink actually starts; subtract it from the desired ink-top position when
+    drawing (draw_fitted_text does this for you).
+    """
+    font: Any
+    family: str
+    size_px: int
+    text: str
+    width: int
+    height: int
+    baseline: int
+    y_offset: int
+    fits: bool
+    line_height: int = 0
+
+
+def measure_ink(text: str, font: Any) -> Tuple[int, int, int, int]:
+    """Measure the ink box of text: (width, height, baseline, y_offset).
+
+    y_offset is the distance from the y coordinate DisplayManager.draw_text()
+    is given to the top of the actual ink — PIL draws TTF from the em-box
+    top and _draw_bdf_text derives the baseline from y + ascender, so both
+    leave a font-dependent gap that matters when centering in short bands.
+    """
+    if isinstance(font, freetype.Face):
+        width = 0
+        ascender = font.size.ascender >> 6
+        ink_top, ink_bottom = None, None
+        for char in text:
+            font.load_char(char)
+            width += font.glyph.advance.x >> 6
+            rows = font.glyph.bitmap.rows
+            if rows:
+                top = ascender - font.glyph.bitmap_top
+                ink_top = top if ink_top is None else min(ink_top, top)
+                ink_bottom = top + rows if ink_bottom is None else max(ink_bottom, top + rows)
+        if ink_top is None:
+            ink_top, ink_bottom = 0, 0
+        return (width, ink_bottom - ink_top, ascender, ink_top)
+    bbox = font.getbbox(text)
+    return (bbox[2] - bbox[0], bbox[3] - bbox[1], -bbox[1], bbox[1])
+
+
+def font_line_height(font: Any) -> int:
+    """Recommended line spacing for a font (matches DisplayManager.get_font_height)."""
+    if isinstance(font, freetype.Face):
+        return font.size.height >> 6
+    ascent, descent = font.getmetrics()
+    return ascent + descent
+
+
+def measure_font_crispness(font: Any, sample_text: str = "Ay0",
+                           canvas_size: Tuple[int, int] = (250, 60)) -> float:
+    """Fraction of the rendered sample's ink-bbox pixels that are neither
+    pure black nor pure white — i.e. antialiased.
+
+    BDF (freetype.Face) glyphs are true bitmaps and always render at 0.0.
+    "Pixel-style" TTFs (PressStart2P, and similar fonts bundled for
+    plugins that draw through ImageDraw.text() and so can't take a BDF
+    face) are NOT automatically crisp at arbitrary sizes — PIL antialiases
+    TTF outlines by default, and a pixel-grid font only lands on whole
+    pixels at specific sizes (for PressStart2P: exact multiples of 8).
+    Requesting an unverified size silently produces soft/blurry glyphs on
+    an LED panel, which reads as fuzzy compared to a true BDF rung.
+
+    Use this to vet any custom FontLadder rung that mixes TTF fonts before
+    shipping it — see test_adaptive_layout.py::test_ladder_is_crisp for the
+    pattern. A rung should score 0.0 (or very close, to allow for the odd
+    diagonal stroke) before it belongs in a "crisp" ladder.
+    """
+    if isinstance(font, freetype.Face):
+        return 0.0
+    from PIL import Image, ImageDraw
+    img = Image.new("L", canvas_size, 0)
+    ImageDraw.Draw(img).text((2, 2), sample_text, font=font, fill=255)
+    bbox = img.getbbox()
+    if bbox is None:
+        return 0.0
+    pixels = img.crop(bbox).tobytes()
+    pure = sum(1 for p in pixels if p == 0 or p == 255)
+    return (len(pixels) - pure) / len(pixels)
+
+
+class LayoutContext:
+    """Per-render-size layout facts and fit-text queries for one panel size.
+
+    Construct once per (width, height); BasePlugin.layout does this and
+    rebuilds automatically when the logical display size changes.
+    """
+
+    def __init__(self, width: int, height: int, font_manager: Any,
+                 design_size: Tuple[int, int] = DEFAULT_DESIGN_SIZE):
+        self.width = int(width)
+        self.height = int(height)
+        self.font_manager = font_manager
+        self.design_size = design_size
+        self.bounds = Region(0, 0, self.width, self.height)
+        self.aspect = self.width / max(1, self.height)
+        self.tier = _pick_tier(_HEIGHT_TIERS, self.height)
+        self.width_tier = _pick_tier(_WIDTH_TIERS, self.width)
+        self.is_wide_short = self.aspect >= 2.5 and self.height <= 32
+        design_w, design_h = design_size
+        # Geometry scale only (gaps, icon/logo sizes) — never applied to
+        # fonts, which step between crisp ladder rungs instead.
+        self.scale = min(self.width / max(1, design_w),
+                         self.height / max(1, design_h))
+        # LRU-bounded: entries are small, but keys embed the fitted TEXT —
+        # a plugin fitting changing text (a live game clock, a ticker) on a
+        # 24/7 service would otherwise grow this without bound.
+        self._fit_cache: "OrderedDict[Any, FitResult]" = OrderedDict()
+        # LRU-bounded (images are big). Entries hold a strong reference to
+        # the source image when keyed by id() so the id can't be recycled
+        # out from under the cache.
+        self._image_cache: "OrderedDict[Any, Tuple[Any, Any]]" = OrderedDict()
+
+    _IMAGE_CACHE_MAX = 64
+    _FIT_CACHE_MAX = 512
+
+    def _fit_cache_get(self, key: Any) -> Optional["FitResult"]:
+        cached = self._fit_cache.get(key)
+        if cached is not None:
+            self._fit_cache.move_to_end(key)
+        return cached
+
+    def _fit_cache_put(self, key: Any, result: "FitResult") -> None:
+        self._fit_cache[key] = result
+        while len(self._fit_cache) > self._FIT_CACHE_MAX:
+            self._fit_cache.popitem(last=False)
+
+    # ---- the three adaptation patterns --------------------------------
+
+    def px(self, base: int, minimum: int = 1, maximum: Optional[int] = None) -> int:
+        """Scale a design-size pixel measurement (f1's pattern): gaps,
+        icon sizes, logo slots. Clamped to [minimum, maximum]."""
+        value = max(minimum, round(base * self.scale))
+        if maximum is not None:
+            value = min(value, maximum)
+        return value
+
+    def by_tier(self, mapping: Dict[str, Any], default: Any = None) -> Any:
+        """Pick the value for the nearest defined tier at-or-below the
+        panel's height tier (masters' pattern). Falls forward to the
+        smallest defined tier above, then to default.
+
+        by_tier({"sm": 10, "lg": 18}) -> 10 on 128x32, 18 on 128x64.
+        Keys may also use width tiers ("narrow", "wide", ...)."""
+        order = TIER_ORDER if any(k in TIER_ORDER for k in mapping) else WIDTH_TIER_ORDER
+        current = self.tier if order is TIER_ORDER else self.width_tier
+        idx = order.index(current)
+        for name in reversed(order[: idx + 1]):
+            if name in mapping:
+                return mapping[name]
+        for name in order[idx + 1:]:
+            if name in mapping:
+                return mapping[name]
+        return default
+
+    def fit_text(self, text: str, box: Union[Region, Tuple[int, int]],
+                 ladder: FontLadder = LADDER_DEFAULT,
+                 ellipsis: bool = True) -> FitResult:
+        """Largest ladder rung whose rendered text fits the box (baseball's
+        pattern). If even the smallest rung is too wide, the text is
+        ellipsized to fit (unless ellipsis=False); fits=False only when no
+        acceptable rendering exists."""
+        box_w, box_h = _box_dims(box)
+        key = ("text", text, box_w, box_h, ladder, ellipsis)
+        cached = self._fit_cache_get(key)
+        if cached is not None:
+            return cached
+        result = self._walk_ladder(text, ladder, box_w, box_h, ellipsis)
+        self._fit_cache_put(key, result)
+        return result
+
+    def fit_text_proportional(self, text: str, box: Union[Region, Tuple[int, int]],
+                              base_size_px: int, ladder: FontLadder = LADDER_DEFAULT,
+                              ellipsis: bool = True,
+                              scale: Optional[float] = None) -> FitResult:
+        """Ladder rung closest to (but not exceeding) ``base_size_px * scale``
+        that still fits the box — proportional sizing instead of ``fit_text``'s
+        "always maximize" behavior.
+
+        Use this when several independently-fitted elements need to stay
+        visually harmonious as the panel grows (e.g. a scoreboard's score,
+        status, and detail text) — ``fit_text`` maximizes each one within
+        its own region, which can make one element balloon out of
+        proportion to its neighbors (a huge score overlapping logos it fit
+        fine at the design size) even though every individual pick is
+        independently "correct". ``base_size_px`` is the size that element
+        renders at on the design size (``design_size``, typically 128x32)
+        — commonly a plugin's existing classic/fixed font size for that
+        element.
+
+        ``scale`` defaults to ``self.scale`` (the same conservative
+        min(width_ratio, height_ratio) factor ``px()`` uses — safe for
+        content whose aspect ratio matters). Pass an explicit axis-specific
+        value when the surrounding composition already scales that way —
+        e.g. a scoreboard whose logos scale with height alone
+        (``logo_slot = min(height, width // 2)``) should size its score
+        text by ``height / design_height`` too, or its text will look
+        under-scaled next to bigger logos on a panel that only grew taller.
+
+        Falls back to the smallest rung when even that exceeds the target
+        (a tiny scale factor), and to fit_text's ordinary smaller-rung
+        fallback when the closest-to-target rung doesn't actually fit the
+        box.
+        """
+        box_w, box_h = _box_dims(box)
+        effective_scale = self.scale if scale is None else scale
+        key = ("text_prop", text, box_w, box_h, ladder, base_size_px, ellipsis, effective_scale)
+        cached = self._fit_cache_get(key)
+        if cached is not None:
+            return cached
+        target = base_size_px * effective_scale
+        eligible = [step for step in ladder if step.size_px <= target]
+        candidates = eligible if eligible else (min(ladder, key=lambda s: s.size_px),)
+        result = self._walk_ladder(text, candidates, box_w, box_h, ellipsis)
+        self._fit_cache_put(key, result)
+        return result
+
+    def _walk_ladder(self, text: str, ladder: Sequence[FontStep],
+                     box_w: int, box_h: int, ellipsis: bool) -> FitResult:
+        """Shared by fit_text/fit_text_proportional: first ladder entry (in
+        the order given) whose rendered text fits, ellipsizing the last one
+        tried if none do."""
+        result = None
+        for step in ladder:
+            font = self.font_manager.get_font(step.family, step.size_px)
+            width, height, baseline, y_offset = measure_ink(text, font)
+            result = FitResult(font, step.family, step.size_px, text,
+                               width, height, baseline, y_offset,
+                               fits=(width <= box_w and height <= box_h),
+                               line_height=font_line_height(font))
+            if result.fits:
+                break
+
+        if result is not None and not result.fits and ellipsis:
+            short = self.ellipsize(text, result.font, box_w)
+            width, height, baseline, y_offset = measure_ink(short, result.font)
+            result = FitResult(result.font, result.family, result.size_px,
+                               short, width, height, baseline, y_offset,
+                               fits=(width <= box_w and height <= box_h),
+                               line_height=result.line_height)
+        return result
+
+    def fit_lines(self, lines: Sequence[str], box: Union[Region, Tuple[int, int]],
+                  ladder: FontLadder = LADDER_DEFAULT,
+                  spacing: int = 1) -> FitResult:
+        """Largest rung where every line fits the box width and the stacked
+        lines (line_height + spacing apart) fit the box height. Measures the
+        actual strings, so a long line pushes the ladder down a rung a short
+        one wouldn't (baseball's multiline pattern). Text is the widest line."""
+        box_w, box_h = _box_dims(box)
+        key = ("lines", tuple(lines), box_w, box_h, ladder, spacing)
+        cached = self._fit_cache_get(key)
+        if cached is not None:
+            return cached
+
+        rows = max(1, len(lines))
+        result = None
+        for step in ladder:
+            font = self.font_manager.get_font(step.family, step.size_px)
+            line_h = font_line_height(font)
+            widest, metrics = "", (0, 0, 0, 0)
+            for line in lines:
+                m = measure_ink(line, font)
+                if m[0] >= metrics[0]:
+                    widest, metrics = line, m
+            total_h = rows * line_h + (rows - 1) * spacing
+            result = FitResult(font, step.family, step.size_px, widest,
+                               metrics[0], metrics[1], metrics[2], metrics[3],
+                               fits=(metrics[0] <= box_w and total_h <= box_h),
+                               line_height=line_h)
+            if result.fits:
+                break
+
+        self._fit_cache_put(key, result)
+        return result
+
+    def font_for_rows(self, rows: int, box_h: int,
+                      ladder: FontLadder = LADDER_GRID) -> FitResult:
+        """Largest rung whose line height lets `rows` rows fit in box_h
+        (baseball's traditional-scoreboard pattern). Measures a digit/cap
+        sample rather than specific strings."""
+        key = ("rows", rows, box_h, ladder)
+        cached = self._fit_cache_get(key)
+        if cached is not None:
+            return cached
+
+        sample = "0Ay"
+        result = None
+        for step in ladder:
+            font = self.font_manager.get_font(step.family, step.size_px)
+            line_h = font_line_height(font)
+            width, height, baseline, y_offset = measure_ink(sample, font)
+            result = FitResult(font, step.family, step.size_px, sample,
+                               width, height, baseline, y_offset,
+                               fits=(max(1, rows) * line_h <= box_h),
+                               line_height=line_h)
+            if result.fits:
+                break
+
+        self._fit_cache_put(key, result)
+        return result
+
+    # ---- images ---------------------------------------------------------
+
+    def fit_image(self, img: Any, box: Union[Region, Tuple[int, int]], *,
+                  mode: str = "contain", crop_to_ink: bool = False,
+                  anchor: str = "center", resample: Any = None,
+                  upscale: bool = True, cache_key: Any = None) -> Any:
+        """Fit an image into a box (see src/adaptive_images.py for modes),
+        cached per (image, box size, options) for this panel size.
+
+        Prefer a stable ``cache_key`` (e.g. "logo:KC") for images that get
+        reloaded — the default id()-based key is safe (the entry pins the
+        source image) but misses across reloads of the same content.
+        """
+        from src.adaptive_images import fit_image as _fit_image
+
+        box_w, box_h = _box_dims(box)
+        resample_name = getattr(resample, "name", repr(resample)) if resample is not None else "default"
+        identity = cache_key if cache_key is not None else ("id", id(img))
+        key = ("image", identity, img.size, box_w, box_h, mode,
+               crop_to_ink, anchor, resample_name, upscale)
+
+        cached = self._image_cache.get(key)
+        if cached is not None:
+            self._image_cache.move_to_end(key)
+            return cached[0]
+
+        result = _fit_image(img, (box_w, box_h), mode=mode,
+                            crop_to_ink=crop_to_ink, anchor=anchor,
+                            resample=resample, upscale=upscale)
+        # Pin the source only for id()-keyed entries (see docstring).
+        self._image_cache[key] = (result, img if cache_key is None else None)
+        while len(self._image_cache) > self._IMAGE_CACHE_MAX:
+            self._image_cache.popitem(last=False)
+        return result
+
+    # ---- text utilities ------------------------------------------------
+
+    def ellipsize(self, text: str, font: Any, max_w: int) -> str:
+        """Trim text to fit max_w, appending an ellipsis. Returns '' when
+        not even the ellipsis fits."""
+        if measure_ink(text, font)[0] <= max_w:
+            return text
+        for end in range(len(text) - 1, 0, -1):
+            candidate = text[:end].rstrip() + ELLIPSIS
+            if measure_ink(candidate, font)[0] <= max_w:
+                return candidate
+        return ELLIPSIS if measure_ink(ELLIPSIS, font)[0] <= max_w else ""
+
+    def measure(self, text: str, font: Any) -> Tuple[int, int, int]:
+        """Ink (width, height, baseline) of text — see measure_ink."""
+        width, height, baseline, _ = measure_ink(text, font)
+        return (width, height, baseline)
+
+    def clear_cache(self) -> None:
+        """Drop cached fit results (call after fonts are reloaded)."""
+        self._fit_cache.clear()
+        self._image_cache.clear()
+
+
+def _pick_tier(tiers: Tuple[Tuple[str, int], ...], value: int) -> str:
+    for name, limit in tiers:
+        if value <= limit:
+            return name
+    return tiers[-1][0]
+
+
+def _box_dims(box: Union[Region, Tuple[int, int]]) -> Tuple[int, int]:
+    if isinstance(box, Region):
+        return (box.w, box.h)
+    w, h = box
+    return (int(w), int(h))
+
+
+def draw_fitted_text(display_manager: Any, fit: FitResult,
+                     box: Union[Region, Tuple[int, int]],
+                     color: Tuple[int, int, int] = (255, 255, 255),
+                     align: str = "center", valign: str = "center") -> None:
+    """Draw a FitResult's text aligned within a Region via
+    DisplayManager.draw_text(), compensating for the font's ink offset so
+    the ink (not the em box) is what gets aligned."""
+    region = box if isinstance(box, Region) else Region(0, 0, box[0], box[1])
+    x, y = region.align_xy(fit.width, fit.height, align, valign)
+    display_manager.draw_text(fit.text, x=x, y=y - fit.y_offset,
+                              color=color, font=fit.font)
+
+
+# ---------------------------------------------------------------------------
+# Composite layouts — the region arrangements repeated across plugins,
+# expressed as Region math so migrated plugins stop hand-copying coordinate
+# formulas. Deliberately tiny: these return Regions, they don't draw.
+# ---------------------------------------------------------------------------
+
+@dataclass(frozen=True)
+class ScoreboardRegions:
+    """The two-logos-plus-center-score card shared by the sports plugins."""
+    bounds: Region
+    logo_slot: int        # width of each logo slot: min(H, W // 2), center-reserved
+    away_slot: Region     # left logo slot
+    home_slot: Region     # right logo slot
+    center_col: Region    # column between the slots (>= min_center_fraction of width)
+    status_band: Region   # top band (replaces the magic y = 1)
+    score_area: Region    # center_col's true width, between the bands (replaces y = H//2 - 3)
+    detail_band: Region   # bottom band (replaces the magic y = H - 7)
+    bottom_left: Region   # bottom corner: away records / timeouts
+    bottom_right: Region  # bottom corner: home records / timeouts
+
+
+def scoreboard_regions(bounds: Region, *, ctx: Optional["LayoutContext"] = None,
+                       status_h: Optional[int] = None,
+                       detail_h: Optional[int] = None,
+                       min_center_fraction: float = 0.15,
+                       min_center_design_px: int = 40,
+                       score_bleed_fraction: float = 0.5) -> ScoreboardRegions:
+    """Carve a game-card Region into the standard scoreboard arrangement.
+
+    Encodes the invariant duplicated across the sports plugins:
+    ``logo_slot = min(height, width // 2)`` (capped at half the card so the
+    home slot never collapses), away logo centered in the left slot, home in
+    the right.
+
+    That formula alone has a blind spot: at exactly 2:1 aspect ratio
+    (width == 2 * height — a very common shape, e.g. two, four, or more
+    square modules stacked into a taller panel) ``width // 2`` and
+    ``height`` are equal, so the two logo slots claim the *entire* width
+    and leave zero pixels for a center column, no matter how large the
+    panel gets. It isn't a "small panel" problem: 96x48, 128x64, and
+    256x128 (all exactly 2:1) hit it identically, while wide panels like
+    the 128x32 design baseline or a 192x48/256x32 panel never do, because
+    height is already the tighter constraint there.
+
+    Two knobs fix it, both defaulted to values verified against the full
+    harness size spread (see test_adaptive_layout.py::TestScoreboardRegions):
+
+    - ``min_center_fraction`` / ``min_center_design_px`` reserve at least
+      ``max(width * min_center_fraction, min_center_design_px * ctx.scale)``
+      for the center column, capping ``logo_slot`` further when needed. The
+      design-px term (scaled by the context's geometry factor, so it grows
+      on bigger panels like everything else in ``px()``) matters most on
+      small panels where a flat fraction alone reserves too little absolute
+      space for even a short score string. On wide panels the height
+      constraint already leaves more room than either reserves, so both are
+      a no-op there — 128x32/192x48-style layouts are unaffected.
+    - ``score_bleed_fraction`` extends the score's own *fit box* (not the
+      logo slots themselves) an extra ``logo_slot * score_bleed_fraction``
+      into each side — controlled, intentional overlap with the logo art,
+      the same way real broadcast scoreboards let a big score number's
+      edges cross into the team marks flanking it. Without this, on a
+      square-ish panel the center reserve alone can be too narrow for even
+      a modest score to render without truncating (`"17-21"` -> `"17-2…"`),
+      which is worse than a little overlap.
+
+    status_band and detail_band span the FULL card width and overlay the
+    logo slots — matching the classic layouts, where short outlined status/
+    date text is drawn over the logos without issue; only score_area (the
+    one element whose size actively grows with the panel) uses the
+    narrower, bleed-adjusted box. Band heights default to the classic
+    128x32 values, scaled by the context's geometry factor when one is
+    provided. Works on a full panel or on a scroll-mode card Region.
+    """
+    if status_h is None:
+        status_h = ctx.px(9, minimum=7) if ctx else 9
+    if detail_h is None:
+        detail_h = ctx.px(8, minimum=7) if ctx else 8
+
+    logo_slot = min(bounds.h, bounds.w // 2)
+    design_reserve = int(min_center_design_px * (ctx.scale if ctx else 1.0))
+    min_center_w = max(1, int(bounds.w * min_center_fraction), design_reserve)
+    max_logo_slot_by_center = max(1, (bounds.w - min_center_w) // 2)
+    logo_slot = min(logo_slot, max_logo_slot_by_center)
+    away_slot = bounds.left_col(logo_slot)
+    home_slot = bounds.right_col(logo_slot)
+    center_col = Region(bounds.x + logo_slot, bounds.y,
+                        bounds.w - 2 * logo_slot, bounds.h)
+    status_band = bounds.top_band(status_h)
+    detail_band = bounds.bottom_band(detail_h)
+    middle = bounds.middle(status_band.h, detail_band.h)
+    # score_area is the true center gap's width plus a controlled bleed
+    # into each logo slot (see score_bleed_fraction above) -- narrower than
+    # the full card width status/detail get, since it's the one element
+    # whose size actively grows with the panel and needs its *fit box* to
+    # reflect real available space, but generous enough that a short score
+    # string never has to truncate on a square-ish panel.
+    bleed = int(logo_slot * score_bleed_fraction)
+    score_area = Region(center_col.x - bleed, middle.y,
+                        center_col.w + 2 * bleed, middle.h)
+    bottom = bounds.bottom_band(detail_h)
+    return ScoreboardRegions(
+        bounds=bounds, logo_slot=logo_slot,
+        away_slot=away_slot, home_slot=home_slot, center_col=center_col,
+        status_band=status_band, score_area=score_area, detail_band=detail_band,
+        bottom_left=bottom.left_col(logo_slot),
+        bottom_right=bottom.right_col(logo_slot),
+    )
+
+
+@dataclass(frozen=True)
+class MediaRow:
+    """Art/icon on the left, text column on the right (music's idiom)."""
+    art: Region
+    body: Region
+
+
+def media_row(bounds: Region, *, ctx: Optional["LayoutContext"] = None,
+              square: bool = True, gap: Optional[int] = None) -> MediaRow:
+    """Split a Region into an art slot and a body column.
+
+    With ``square=True`` the art slot is bounds.h wide (album-art style);
+    otherwise it takes the left half. The gap defaults to 2px scaled by the
+    context's geometry factor.
+    """
+    if gap is None:
+        gap = ctx.px(2, minimum=1) if ctx else 2
+    art_w = bounds.h if square else bounds.w // 2
+    art_w = min(art_w, bounds.w)
+    art = bounds.left_col(art_w)
+    body = Region(bounds.x + art_w + gap, bounds.y,
+                  bounds.w - art_w - gap, bounds.h)
+    return MediaRow(art=art, body=body)

src/common/README.md

@@ -2,6 +2,28 @@
 
 This directory contains reusable utilities and helpers for LEDMatrix plugins and core modules.
 
+## Adaptive Layout & Images (`src/adaptive_layout.py`, `src/adaptive_images.py`)
+
+The recommended way to lay out plugins that render legibly on **any** panel
+size (64x32 through 256x128+) without hand-tuned coordinates. Re-exported
+from `src.common` for convenience; canonical import paths are
+`src.adaptive_layout` / `src.adaptive_images`.
+
+```python
+# Every BasePlugin already has self.layout and the draw helpers:
+regs = scoreboard_regions(self.layout.bounds, ctx=self.layout)
+self.draw_image(away_logo, regs.away_slot, mode="fill_height",
+                crop_to_ink=True, cache_key=f"logo:{abbr}")
+self.draw_fit(score_text, regs.score_area)     # largest crisp font that fits
+self.draw_fit(status, regs.status_band)
+```
+
+Key pieces: `Region` (rect algebra: bands/columns/splits/offset),
+font ladders (`LADDER_GRID`, `LADDER_ARCADE` — discrete crisp sizes, never
+fractional scaling), `LayoutContext` (`fit_text`, `fit_image`, `by_tier`,
+`px`), and composite carvers `scoreboard_regions()` / `media_row()`.
+Full guide: [docs/ADAPTIVE_LAYOUT.md](../../docs/ADAPTIVE_LAYOUT.md).
+
 ## Error Handling (`error_handler.py`)
 
 Common error handling patterns and utilities:

src/common/__init__.py

@@ -26,6 +26,31 @@ from src.common.scroll_helper import ScrollHelper
 from src.common.logo_helper import LogoHelper
 from src.common.text_helper import TextHelper
 
+# Adaptive layout & images (canonical homes: src.adaptive_layout /
+# src.adaptive_images — re-exported here so plugin authors find them in the
+# blessed-helpers package). See docs/ADAPTIVE_LAYOUT.md.
+from src.adaptive_layout import (
+    Region,
+    LayoutContext,
+    FontStep,
+    FontLadder,
+    LADDER_GRID,
+    LADDER_ARCADE,
+    FitResult,
+    draw_fitted_text,
+    ScoreboardRegions,
+    scoreboard_regions,
+    MediaRow,
+    media_row,
+)
+from src.adaptive_images import (
+    ImageFitResult,
+    fit_image,
+    draw_fitted_image,
+    RESAMPLE_LANCZOS,
+    RESAMPLE_NEAREST,
+)
+
 __all__ = [
     'handle_file_operation',
     'handle_json_operation',
@@ -37,4 +62,22 @@ __all__ = [
     'ScrollHelper',
     'LogoHelper',
     'TextHelper',
+    # adaptive layout & images
+    'Region',
+    'LayoutContext',
+    'FontStep',
+    'FontLadder',
+    'LADDER_GRID',
+    'LADDER_ARCADE',
+    'FitResult',
+    'draw_fitted_text',
+    'ScoreboardRegions',
+    'scoreboard_regions',
+    'MediaRow',
+    'media_row',
+    'ImageFitResult',
+    'fit_image',
+    'draw_fitted_image',
+    'RESAMPLE_LANCZOS',
+    'RESAMPLE_NEAREST',
 ]

src/common/logo_helper.py

@@ -72,9 +72,20 @@ class LogoHelper:
             
         Returns:
             PIL Image object or None if loading fails
+
+        Note: for new adaptive-layout code prefer ``BasePlugin.draw_image``
+        / ``LayoutContext.fit_image`` (src/adaptive_images.py) for the
+        fitting step — LogoHelper remains useful for its download and
+        placeholder logic.
         """
-        # Check cache first
+        # Resolve the effective target size BEFORE the cache lookup so the
-        cache_key = f"{team_abbr}_{logo_path}"
+        # key is size-qualified — a panel-size change must not return a
+        # logo resized for the old dimensions.
+        if max_width is None:
+            max_width = int(self.display_width * 1.5)
+        if max_height is None:
+            max_height = int(self.display_height * 1.5)
+        cache_key = f"{team_abbr}_{logo_path}_{max_width}x{max_height}"
         if cache_key in self._logo_cache:
             self.logger.debug(f"Using cached logo for {team_abbr}")
             # Update LRU order (move to end)

src/common/text_helper.py

@@ -11,6 +11,9 @@ from typing import Dict, List, Optional, Tuple, Union
 
 from PIL import Image, ImageDraw, ImageFont
 
+# Shared throwaway draw surface for measuring text without a target canvas.
+_measure_draw = ImageDraw.Draw(Image.new("RGB", (1, 1)))
+
 
 class TextHelper:
     """
@@ -112,10 +115,10 @@ class TextHelper:
             Width in pixels
         """
         try:
-            return draw.textlength(text, font=font)
+            return int(_measure_draw.textlength(text, font=font))
         except AttributeError:
             # Fallback for older PIL versions
-            bbox = draw.textbbox((0, 0), text, font=font)
+            bbox = _measure_draw.textbbox((0, 0), text, font=font)
             return bbox[2] - bbox[0]
     
     def get_text_height(self, text: str, font: ImageFont.ImageFont) -> int:
@@ -129,13 +132,8 @@ class TextHelper:
         Returns:
             Height in pixels
         """
-        try:
+        bbox = _measure_draw.textbbox((0, 0), text, font=font)
-            bbox = draw.textbbox((0, 0), text, font=font)
+        return bbox[3] - bbox[1]
-            return bbox[3] - bbox[1]
-        except AttributeError:
-            # Fallback for older PIL versions
-            bbox = draw.textbbox((0, 0), text, font=font)
-            return bbox[3] - bbox[1]
     
     def get_text_dimensions(self, text: str, font: ImageFont.ImageFont) -> Tuple[int, int]:
         """

src/display_controller.py

@@ -502,7 +502,10 @@ class DisplayController:
 
             # Run plugin updates inside the Vegas loop so the inter-iteration
             # gap is <1 ms (nothing left for _tick_plugin_updates() to do).
-            self.vegas_coordinator.set_update_callback(self._tick_plugin_updates)
+            # Use the Vegas-aware variant so plugins that got fresh data are
+            # hot-swapped into the scroll promptly instead of waiting for the
+            # next full cycle.
+            self.vegas_coordinator.set_update_callback(self._tick_plugin_updates_for_vegas)
 
             # Wire multi-display sync into Vegas render pipeline
             follower_pos = self.config.get("sync", {}).get("follower_position", "left")
@@ -621,18 +624,28 @@ class DisplayController:
 
         current_day = current_time.strftime('%A').lower()  # e.g. 'monday'
         current_time_only = current_time.time()
-        
+
         # Check if per-day schedule is configured
         days_config = schedule_config.get('days')
-        
+
-        # Determine which schedule to use
+        # Determine which schedule to use. Respect an explicit 'mode' field
+        # (like the dim schedule does) so a stray/legacy 'days' dict left over
+        # from config migration or a prior per-day setup can't silently
+        # override a user's Global schedule selection.
+        mode = schedule_config.get('mode')
+        mode_normalized = mode.replace('_', '-') if mode else None
+
         use_per_day = False
-        if days_config:
+        if mode_normalized == 'global':
-            # Check if days dict is not empty and contains current day
+            use_per_day = False
-            if days_config and current_day in days_config:
+        elif mode_normalized == 'per-day':
+            use_per_day = bool(days_config and current_day in days_config)
+        elif days_config:
+            # No explicit mode recorded (legacy config) - fall back to
+            # inferring from presence of a 'days' dict for the current day.
+            if current_day in days_config:
                 use_per_day = True
-            elif days_config:
+            else:
-                # Days dict exists but doesn't have current day - fall back to global
                 logger.debug("Per-day schedule exists but %s not configured, using global schedule", current_day)
         
         if use_per_day:
@@ -828,6 +841,42 @@ class DisplayController:
                     if hasattr(self.plugin_manager, 'health_tracker') and self.plugin_manager.health_tracker:
                         self.plugin_manager.health_tracker.record_failure(plugin_id, exc)
 
+    def _tick_plugin_updates_for_vegas(self) -> None:
+        """Run scheduled plugin updates and tell Vegas mode which plugins
+        actually got fresh data, so it can hot-swap them into the scroll
+        without waiting for a full cycle to complete.
+
+        Used as the Vegas coordinator's update callback instead of the plain
+        _tick_plugin_updates() so that a live score change is reflected in
+        the ticker within a few seconds rather than at the next cycle
+        boundary (which, depending on min/max_cycle_duration, can be
+        minutes away). Restores wiring that PR #299 added and PR #330's
+        sync-mode refactor inadvertently dropped: coordinator.mark_plugin_updated()
+        has been unreachable dead code since.
+
+        Delegates the before/after plugin_last_update snapshot to
+        PluginManager.run_scheduled_updates_with_changes() so the snapshot,
+        update pass, and diff are lock-protected against this callback's own
+        background update-tick thread racing the main render loop.
+        """
+        if not self.plugin_manager or not hasattr(self.plugin_manager, "run_scheduled_updates_with_changes"):
+            self._tick_plugin_updates()
+            return
+
+        updated = self.plugin_manager.run_scheduled_updates_with_changes()
+
+        vc = getattr(self, "vegas_coordinator", None)
+        if vc is None:
+            return
+
+        if updated:
+            logger.info("Vegas update tick: %d plugin(s) updated: %s", len(updated), updated)
+            for plugin_id in updated:
+                try:
+                    vc.mark_plugin_updated(plugin_id)
+                except Exception:  # pylint: disable=broad-except
+                    logger.exception("Error marking plugin %s updated for Vegas", plugin_id)
+
     def _tick_plugin_updates(self):
         """Run scheduled plugin updates if the plugin manager supports them."""
         if not self.plugin_manager:

src/font_manager.py

@@ -103,6 +103,10 @@ class FontManager:
         # Font overrides storage (for manual overrides)
         self.font_overrides_file = "config/font_overrides.json"
         self.font_overrides: Dict[str, Dict[str, Any]] = {}
+
+        # Bumped whenever cached font objects are invalidated, so holders of
+        # derived caches (e.g. adaptive-layout fit results) know to rebuild.
+        self.cache_generation = 0
         
         self._initialize_fonts()
     
@@ -112,6 +116,7 @@ class FontManager:
         self.fonts_config = new_config.get("fonts", {})
         self.font_cache.clear()  # Clear cache to force reload
         self.metrics_cache.clear()  # Clear metrics cache
+        self.cache_generation += 1
         self._initialize_fonts()
         logger.info("FontManager configuration reloaded successfully")
 
@@ -482,6 +487,14 @@ class FontManager:
     def _load_bdf_font(self, font_path: str, size_px: int) -> freetype.Face:
         """Load a BDF font using FreeType."""
         try:
+            native_size = self._read_bdf_native_size(font_path)
+            if native_size is not None and native_size != size_px:
+                # BDF is a fixed-strike bitmap format: FreeType renders the
+                # native size no matter what set_char_size asks for.
+                logger.debug(
+                    "BDF font %s requested at %spx but renders at its native "
+                    "%spx", font_path, size_px, native_size
+                )
             face = freetype.Face(font_path)
             # Set character size (width, height) in 1/64th of points
             face.set_char_size(size_px * 64, size_px * 64, 72, 72)
@@ -490,6 +503,41 @@ class FontManager:
             logger.error(f"Error loading BDF font {font_path}: {e}")
             raise
 
+    def get_native_bdf_size(self, family: str) -> Optional[int]:
+        """The one true pixel size of a BDF family in the catalog, or None
+        for scalable (TTF) families / unknown families."""
+        font_path = self.font_catalog.get(family)
+        if not font_path or not font_path.endswith('.bdf'):
+            return None
+        return self._read_bdf_native_size(font_path)
+
+    @staticmethod
+    def _read_bdf_native_size(bdf_path: str) -> Optional[int]:
+        """Read a BDF file's own header to find its one true pixel size.
+        Prefers the PIXEL_SIZE property, which states the real pixel height
+        directly; falls back to the SIZE line's point-size only if PIXEL_SIZE
+        is absent, since point-size only equals pixel height at exactly
+        100dpi — several bundled fonts (e.g. 6x13.bdf, 5x8.bdf) are defined
+        at 75dpi, where the two values genuinely differ."""
+        size_line_value = None
+        try:
+            with open(bdf_path, "r", encoding="ascii", errors="ignore") as f:
+                for line in f:
+                    if line.startswith("PIXEL_SIZE"):
+                        parts = line.split()
+                        if len(parts) >= 2:
+                            return int(float(parts[1]))
+                    elif line.startswith("SIZE") and size_line_value is None:
+                        # Format: "SIZE <point_size> <xres> <yres>"
+                        parts = line.split()
+                        if len(parts) >= 2:
+                            size_line_value = int(float(parts[1]))
+                    elif line.startswith("STARTCHAR"):
+                        break
+        except (OSError, ValueError):
+            return None
+        return size_line_value
+
     def _get_fallback_font(self) -> ImageFont.ImageFont:
         """Get a fallback font when loading fails."""
         return ImageFont.load_default()

src/image_utils.py

@@ -1,3 +1,9 @@
+"""Deprecated: use src/adaptive_images.py (fit_image) instead.
+
+This module predates the adaptive image system and has no known callers.
+It is kept only so any out-of-tree code importing it keeps working.
+"""
+
 import logging
 from PIL import Image
 

src/plugin_system/base_plugin.py

@@ -15,6 +15,19 @@ import logging
 from src.logging_config import get_logger
 
 
+_shared_fallback_font_manager: Optional[Any] = None
+
+
+def _fallback_font_manager() -> Any:
+    """Shared FontManager for environments (unit tests, mocks) where the
+    plugin manager doesn't carry one. Scans assets/fonts like the real one."""
+    global _shared_fallback_font_manager
+    if _shared_fallback_font_manager is None:
+        from src.font_manager import FontManager
+        _shared_fallback_font_manager = FontManager({})
+    return _shared_fallback_font_manager
+
+
 class VegasDisplayMode(Enum):
     """
     Display mode for Vegas scroll integration.
@@ -130,6 +143,133 @@ class BasePlugin(ABC):
         """
         raise NotImplementedError("Plugins must implement display()")
 
+    # -------------------------------------------------------------------------
+    # Adaptive layout support (opt-in)
+    # -------------------------------------------------------------------------
+    @property
+    def layout(self) -> Any:
+        """
+        LayoutContext for the current logical display size.
+
+        Lazily built and rebuilt automatically when the display size changes
+        (e.g. Vegas segment widths, double-sided logical screens). Provides
+        Region carving (self.layout.bounds), breakpoint tiers, a geometry
+        scale factor vs. the manifest's display.design_size, and fit-text
+        queries against font ladders. See src/adaptive_layout.py.
+
+        Example:
+            rows = self.layout.bounds.inset(1).split_v(3, 1, gap=1)
+            self.draw_fit(big_text, rows[0], ladder=LADDER_ARCADE)
+            self.draw_fit(small_text, rows[1])
+        """
+        from src.adaptive_layout import LayoutContext
+
+        width = getattr(self.display_manager, "width", None)
+        height = getattr(self.display_manager, "height", None)
+        if not width or not height:
+            matrix = getattr(self.display_manager, "matrix", None)
+            width = getattr(matrix, "width", 128)
+            height = getattr(matrix, "height", 32)
+
+        font_manager = self._get_font_manager()
+        generation = getattr(font_manager, "cache_generation", 0)
+        cached = getattr(self, "_layout_context", None)
+        if (cached is not None
+                and (cached.width, cached.height) == (width, height)
+                and getattr(self, "_layout_font_generation", None) == generation):
+            return cached
+
+        context = LayoutContext(
+            width, height, font_manager,
+            design_size=self._get_design_size(),
+        )
+        self._layout_context = context
+        self._layout_font_generation = generation
+        return context
+
+    def draw_fit(self, text: str, box: Any,
+                 color: tuple = (255, 255, 255),
+                 ladder: Optional[Any] = None,
+                 align: str = "center", valign: str = "center") -> Any:
+        """
+        Fit text to a Region with the largest crisp font that fits, then draw
+        it aligned within that region via the display manager.
+
+        Args:
+            text: Text to display (ellipsized if even the smallest rung is too wide)
+            box: Region (or (w, h) tuple anchored at 0,0) to fit and align within
+            color: RGB color tuple
+            ladder: FontLadder to walk (default LADDER_GRID; use LADDER_ARCADE
+                    for headline text like clocks and scores)
+            align/valign: alignment of the text ink within the box
+
+        Returns:
+            FitResult (font, family, size_px, text, ink metrics, fits flag)
+        """
+        from src.adaptive_layout import LADDER_DEFAULT, draw_fitted_text
+
+        fit = self.layout.fit_text(text, box, ladder=ladder or LADDER_DEFAULT)
+        draw_fitted_text(self.display_manager, fit, box,
+                         color=color, align=align, valign=valign)
+        return fit
+
+    def draw_image(self, img: Any, box: Any, *,
+                   mode: str = "contain", align: str = "center",
+                   valign: str = "center", crop_to_ink: bool = False,
+                   anchor: str = "center", resample: Optional[Any] = None,
+                   cache_key: Optional[Any] = None,
+                   offset: tuple = (0, 0)) -> Any:
+        """
+        Fit an image into a Region and paste it aligned within that region
+        onto the display canvas — the image counterpart to draw_fit().
+
+        Args:
+            img: Source PIL image (logos, art, icons)
+            box: Region (or (w, h) tuple) to fit and align within
+            mode: "contain" (letterbox), "cover" (crop-to-fill),
+                  "fill_height" (logo-style), "stretch"
+            crop_to_ink: Trim transparent padding before fitting
+            anchor: "center" or "top" for cover crops
+            resample: PIL filter; default LANCZOS. Use RESAMPLE_NEAREST
+                  (from src.adaptive_images) for pixel art/flags
+            cache_key: Stable identity (e.g. "logo:KC") for cross-reload
+                  caching; defaults to the image object's identity
+            offset: Final (dx, dy) translation — the hook for user
+                  x/y-offset customization
+
+        Returns:
+            ImageFitResult (processed image + dimensions + scale)
+        """
+        from src.adaptive_images import draw_fitted_image
+
+        ifit = self.layout.fit_image(img, box, mode=mode,
+                                     crop_to_ink=crop_to_ink, anchor=anchor,
+                                     resample=resample, cache_key=cache_key)
+        draw_fitted_image(self.display_manager, ifit, box,
+                          align=align, valign=valign, offset=offset)
+        return ifit
+
+    def _get_font_manager(self) -> Any:
+        """The shared FontManager, or a module-level fallback when running
+        under mocks/harnesses that don't provide one."""
+        font_manager = getattr(self.plugin_manager, "font_manager", None)
+        if font_manager is not None and hasattr(font_manager, "get_font"):
+            return font_manager
+        return _fallback_font_manager()
+
+    def _get_design_size(self) -> tuple:
+        """Panel size this plugin's layout was authored against, from the
+        manifest's optional display.design_size (defaults to 128x32)."""
+        from src.adaptive_layout import DEFAULT_DESIGN_SIZE
+
+        if self.plugin_manager and hasattr(self.plugin_manager, "plugin_manifests"):
+            manifest = self.plugin_manager.plugin_manifests.get(self.plugin_id, {})
+            declared = manifest.get("display", {}).get("design_size", {})
+            width, height = declared.get("width"), declared.get("height")
+            if width and height:
+                return (int(width), int(height))
+        return DEFAULT_DESIGN_SIZE
+
     def get_display_duration(self) -> float:
         """
         Get the display duration for this plugin instance.

src/plugin_system/plugin_loader.py

@@ -437,8 +437,7 @@ class PluginLoader:
                 if not Path(existing_file).resolve().is_relative_to(resolved_dir):
                     evicted[mod_name] = sys.modules.pop(mod_name)
                     self.logger.debug(
-                        "Evicted stale module '%s' (from %s) before loading plugin in %s",
+                        "Evicted stale bare-name module '%s' before loading plugin", mod_name,
-                        mod_name, existing_file, plugin_dir,
                     )
             except (ValueError, TypeError):
                 continue
@@ -551,7 +550,7 @@ class PluginLoader:
             plugin_dir_str = str(plugin_dir)
             if plugin_dir_str not in sys.path:
                 sys.path.insert(0, plugin_dir_str)
-                self.logger.debug("Added plugin directory to sys.path: %s", plugin_dir_str)
+                self.logger.debug("Added plugin %s's directory to sys.path", plugin_id)
 
             # Import the plugin module
             module_name = f"plugin_{plugin_id.replace('-', '_')}"
@@ -563,8 +562,8 @@ class PluginLoader:
 
             spec = importlib.util.spec_from_file_location(module_name, entry_file)
             if spec is None or spec.loader is None:
+                self.logger.error("Could not create module spec for plugin %s", plugin_id)
                 error_msg = f"Could not create module spec for {entry_file}"
-                self.logger.error(error_msg)
                 raise PluginError(error_msg, plugin_id=plugin_id, context={'entry_file': str(entry_file)})
 
             module = importlib.util.module_from_spec(spec)
@@ -683,6 +682,55 @@ class PluginLoader:
             self.logger.error(error_msg, exc_info=True)
             raise PluginError(error_msg, plugin_id=plugin_id) from e
     
+    @staticmethod
+    def _parse_semver(value: Any) -> Optional[Tuple[int, int, int]]:
+        """Parse 'X.Y.Z' (extra parts/suffixes ignored) into a comparable
+        3-tuple, or None when unparseable."""
+        if not isinstance(value, str):
+            return None
+        parts = value.strip().lstrip('v').split('.')
+        try:
+            nums = [int(''.join(ch for ch in p if ch.isdigit()) or 0) for p in parts[:3]]
+        except ValueError:
+            return None
+        while len(nums) < 3:
+            nums.append(0)
+        return tuple(nums)  # type: ignore[return-value]
+
+    def _warn_if_incompatible(self, plugin_id: str, manifest: Dict[str, Any]) -> None:
+        """Log one warning when a plugin declares a minimum LEDMatrix version
+        newer than the running core. Advisory only — never raises — so a
+        plugin that guards optional features with try/except keeps working.
+        """
+        declared = (
+            manifest.get('min_ledmatrix_version')
+            or manifest.get('requires', {}).get('min_ledmatrix_version')
+        )
+        if not declared:
+            versions = manifest.get('versions') or []
+            if versions and isinstance(versions[0], dict):
+                declared = (versions[0].get('ledmatrix_min_version')
+                            or versions[0].get('ledmatrix_min'))
+        needed = self._parse_semver(declared)
+        if needed is None:
+            return
+
+        from src import __version__ as core_version
+        current = self._parse_semver(core_version)
+        # Anti-spam guard: if the core's own version number is stale (below
+        # the ecosystem floor every shipped plugin declares), comparing would
+        # warn on nearly everything — skip with a debug note instead.
+        if current is None or current < (2, 0, 0):
+            self.logger.debug(
+                "Skipping version compatibility check for %s: core __version__ "
+                "(%s) is below the ecosystem floor", plugin_id, core_version)
+            return
+        if needed > current:
+            self.logger.warning(
+                "Plugin %s declares min LEDMatrix version %s but this core is %s — "
+                "features it relies on may be missing; update the core or expect "
+                "degraded fallbacks", plugin_id, declared, core_version)
+
     def load_plugin(
         self,
         plugin_id: str,
@@ -715,6 +763,8 @@ class PluginLoader:
         Raises:
             PluginError: If loading fails
         """
+        self._warn_if_incompatible(plugin_id, manifest)
+
         # Install dependencies if needed
         if install_deps:
             if plugins_dir is None:

src/plugin_system/plugin_manager.py

@@ -76,6 +76,12 @@ class PluginManager:
         # concurrent mutation (background reconciliation) and reads (requests).
         self._discovery_lock = threading.RLock()
 
+        # Lock protecting plugin_last_update from concurrent mutation/iteration.
+        # It's written from run_scheduled_updates()/update_all_plugins() (main
+        # loop) and read/diffed by run_scheduled_updates_with_changes(), which
+        # Vegas mode calls from its own background update-tick thread.
+        self._plugin_last_update_lock = threading.RLock()
+
         # Active plugins
         self.plugins: Dict[str, Any] = {}
         self.plugin_manifests: Dict[str, Dict[str, Any]] = {}
@@ -317,7 +323,8 @@ class PluginManager:
 
             # Store plugin instance
             self.plugins[plugin_id] = plugin_instance
-            self.plugin_last_update[plugin_id] = 0.0
+            with self._plugin_last_update_lock:
+                self.plugin_last_update[plugin_id] = 0.0
             # Invalidate cached interval so next tick re-derives it for this plugin
             self._update_interval_cache.pop(plugin_id, None)
             
@@ -429,7 +436,8 @@ class PluginManager:
             
             # Remove from active plugins
             del self.plugins[plugin_id]
-            self.plugin_last_update.pop(plugin_id, None)
+            with self._plugin_last_update_lock:
+                self.plugin_last_update.pop(plugin_id, None)
             self._update_interval_cache.pop(plugin_id, None)
             
             # Remove main module from sys.modules if present
@@ -698,7 +706,8 @@ class PluginManager:
             'recoverable': True,
         }
         self.logger.warning("Plugin %s update() failed; will retry after interval", plugin_id)
-        self.plugin_last_update[plugin_id] = failure_time
+        with self._plugin_last_update_lock:
+            self.plugin_last_update[plugin_id] = failure_time
         self.state_manager.set_state_with_error(plugin_id, PluginState.ENABLED, error_info, error=err)
         if self.health_tracker:
             self.health_tracker.record_failure(plugin_id, err)
@@ -731,7 +740,8 @@ class PluginManager:
             if interval is None:
                 continue
 
-            last_update = self.plugin_last_update.get(plugin_id, 0.0)
+            with self._plugin_last_update_lock:
+                last_update = self.plugin_last_update.get(plugin_id, 0.0)
 
             if last_update == 0.0 or (current_time - last_update) >= interval:
                 # Update state to RUNNING
@@ -762,7 +772,8 @@ class PluginManager:
                         success = self.plugin_executor.execute_update(plugin_instance, plugin_id)
                     
                     if success:
-                        self.plugin_last_update[plugin_id] = current_time
+                        with self._plugin_last_update_lock:
+                            self.plugin_last_update[plugin_id] = current_time
                         self.state_manager.record_update(plugin_id)
                         # Update state back to ENABLED
                         self.state_manager.set_state(plugin_id, PluginState.ENABLED)
@@ -775,6 +786,31 @@ class PluginManager:
                     self.logger.exception("Error updating plugin %s: %s", plugin_id, exc)
                     self._record_update_failure(plugin_id, exc=exc)
 
+    def run_scheduled_updates_with_changes(self, current_time: Optional[float] = None) -> List[str]:
+        """
+        Like run_scheduled_updates(), but also returns the plugin_ids whose
+        plugin_last_update timestamp actually advanced during this call.
+
+        The before/after snapshots and the update pass itself are each
+        individually lock-protected against concurrent plugin_last_update
+        mutation (Vegas mode calls this from its own background
+        update-tick thread, racing the main render loop's plugin updates),
+        so callers get an atomic "who got fresh data" answer without
+        reaching into plugin_last_update themselves. The lock is not held
+        across the update pass so slow/blocking plugin update() calls don't
+        serialize against other plugin_last_update readers.
+        """
+        with self._plugin_last_update_lock:
+            old_times = dict(self.plugin_last_update)
+
+        self.run_scheduled_updates(current_time)
+
+        with self._plugin_last_update_lock:
+            return [
+                plugin_id for plugin_id, new_time in self.plugin_last_update.items()
+                if new_time > old_times.get(plugin_id, 0.0)
+            ]
+
     def update_all_plugins(self) -> None:
         """
         Update all enabled plugins.
@@ -797,7 +833,8 @@ class PluginManager:
             try:
                 success = self.plugin_executor.execute_update(plugin_instance, plugin_id)
                 if success:
-                    self.plugin_last_update[plugin_id] = time.time()
+                    with self._plugin_last_update_lock:
+                        self.plugin_last_update[plugin_id] = time.time()
                     self.state_manager.record_update(plugin_id)
                     self.state_manager.set_state(plugin_id, PluginState.ENABLED)
                 else:

src/plugin_system/testing/bounds_display_manager.py

@@ -10,8 +10,11 @@ that don't scale down to a smaller panel.
 
 Limitations (documented on purpose):
 - Overflow past the LEFT or TOP edge (negative coordinates) is still clipped by
-  PIL and not detected here. The dominant real-world breakage is content that is
+  PIL and not detected pixel-wise here. The dominant real-world breakage is
-  too wide/tall for a smaller panel, which this catches.
+  content that is too wide/tall for a smaller panel, which this catches.
+  As a partial net, draw_text/draw_image calls made with negative coordinates
+  through this manager are recorded in `negative_coordinate_calls` — but draws
+  made directly on the raw PIL canvas remain uncovered.
 - BDF text is clipped to the declared bounds by the parent's bitmap drawer, so
   BDF overflow is not flagged. Golden-image regression covers those plugins.
 - If a plugin replaces the canvas with its own image (display_manager.image = ...),
@@ -56,6 +59,21 @@ class BoundsCheckingDisplayManager(VisualTestDisplayManager):
         super().__init__(self._canvas_width, self._canvas_height)
         # Plugins must see the DECLARED size, not the padded canvas size.
         self.matrix = _MatrixProxy(self._declared_width, self._declared_height)
+        # (text-or-'image', x, y) for every mediated draw call given a
+        # negative coordinate — PIL clips these silently, so record them.
+        self.negative_coordinate_calls: list = []
+
+    # -- negative-coordinate (left/top overflow) recording --
+
+    def draw_text(self, text, x=None, y=None, *args, **kwargs):
+        if (x is not None and x < 0) or (y is not None and y < 0):
+            self.negative_coordinate_calls.append((text, x, y))
+        return super().draw_text(text, x, y, *args, **kwargs)
+
+    def draw_image(self, image, x, y, *args, **kwargs):
+        if x < 0 or y < 0:
+            self.negative_coordinate_calls.append(('image', x, y))
+        return super().draw_image(image, x, y, *args, **kwargs)
 
     # -- declared dimensions (override parent's image-derived properties) --
 

src/plugin_system/testing/harness.py

@@ -73,6 +73,10 @@ class RenderResult:
     golden_ok: Optional[bool] = None
     golden_diff_pixels: int = 0
     golden_max_delta: int = 0
+    # fill / scale-up check (populated only for sizes >= 2x the design size)
+    fill_checked: bool = False
+    fill_ok: Optional[bool] = None       # False only in strict mode
+    fill_extent: Optional[Tuple[float, float]] = None  # (extent_x, extent_y)
 
     @property
     def size_label(self) -> str:
@@ -86,6 +90,8 @@ class RenderResult:
             return False
         if self.golden_checked and self.golden_ok is False:
             return False
+        if self.fill_ok is False:
+            return False
         return True
 
 
@@ -301,6 +307,74 @@ def compare_to_goldens(results: List[RenderResult], golden_dir: Path,
     return results
 
 
+# ---------------------------------------------------------------------------
+# Fill / scale-up check
+# ---------------------------------------------------------------------------
+#
+# Overflow catches content that is too BIG for a panel; nothing catches
+# content that stays tiny on a panel much larger than the plugin's design
+# size (e.g. 128x32 content in the corner of a 256x128 renders "green").
+# These helpers measure how much of the panel the lit content spans so the
+# harness can flag plugins that don't scale up.
+
+# A pixel counts as "lit" above this luminance — low enough to catch dim
+# content, high enough to ignore near-black noise.
+_LIT_THRESHOLD = 16
+# Content must span at least this fraction of an axis that is >= 2x the
+# design size. Lenient on purpose: margins are fine, a tiny corner is not.
+_MIN_FILL_EXTENT = 0.5
+
+
+def fill_metrics(image: Image.Image) -> Tuple[float, float, float]:
+    """Measure lit-content coverage: (extent_x, extent_y, ink_ratio).
+
+    extent_* are the lit bounding box's spans as fractions of the panel;
+    ink_ratio is the fraction of pixels lit (reporting only — sparse pixel
+    fonts legitimately have low ink ratios)."""
+    lit = image.convert("L").point(lambda p: 255 if p > _LIT_THRESHOLD else 0)
+    bbox = lit.getbbox()
+    if bbox is None:
+        return (0.0, 0.0, 0.0)
+    extent_x = (bbox[2] - bbox[0]) / image.width
+    extent_y = (bbox[3] - bbox[1]) / image.height
+    ink = sum(1 for p in lit.getdata() if p) / (image.width * image.height)
+    return (extent_x, extent_y, ink)
+
+
+def check_scale_up(results: List[RenderResult],
+                   design_size: Tuple[int, int] = (128, 32),
+                   min_extent: float = _MIN_FILL_EXTENT,
+                   strict: bool = False) -> List[RenderResult]:
+    """Flag renders that leave a big panel mostly empty.
+
+    For each result whose panel is at least 2x the design size on an axis,
+    require the lit content to span >= min_extent of that axis. Mutates the
+    results' fill_* fields. In the default warn-only mode fill_ok is left
+    None (reported, never failing); strict=True sets fill_ok=False, which
+    fails RenderResult.ok — opt in per plugin via harness.json
+    {"fill_check": "strict"} once its adaptive layout is in place.
+    """
+    design_w, design_h = design_size
+    for r in results:
+        if r.image is None or r.error is not None:
+            continue
+        check_x = r.width >= 2 * design_w
+        check_y = r.height >= 2 * design_h
+        if not (check_x or check_y):
+            continue
+        extent_x, extent_y, _ink = fill_metrics(r.image)
+        r.fill_checked = True
+        r.fill_extent = (round(extent_x, 3), round(extent_y, 3))
+        underfilled = ((check_x and extent_x < min_extent)
+                       or (check_y and extent_y < min_extent))
+        if underfilled and strict:
+            r.fill_ok = False
+        elif not underfilled:
+            r.fill_ok = True
+        # warn-only underfill: fill_ok stays None; fill_extent tells the story
+    return results
+
+
 def write_goldens(results: List[RenderResult], golden_dir: Path) -> int:
     """Write each successfully-rendered result to its golden path. Returns count."""
     written = 0

src/plugin_system/testing/loading.py

@@ -56,7 +56,15 @@ def load_harness_spec(plugin_dir: Union[str, Path]) -> Dict[str, Any]:
           "config":     {...},            # config overrides
           "mock_data":  "fixtures/mock.json",  # path (relative to plugin dir) to cache fixtures
           "freeze_time": "2025-08-01 15:25:00",
-          "skip_update": false
+          "skip_update": false,
+          "fill_check": "warn",           # or "strict": underfilled big panels FAIL
+          "variants": [                   # extra runs with config overlays and
+            {                             # their own golden dirs — e.g. an
+              "name": "adaptive",         # opt-in adaptive mode tested beside
+              "config": {"layout_mode": "adaptive"},   # the classic default
+              "golden_dir": "test/golden-adaptive"
+            }
+          ]
         }
     Returns {} when no harness.json exists.
     """

src/plugin_system/testing/mocks.py

@@ -71,6 +71,7 @@ class MockCacheManager:
         self.get_calls = []
         self.set_calls = []
         self.delete_calls = []
+        self.get_cached_data_with_strategy_calls = []
         # Real temp dir for plugins that write/read files under cache_dir.
         # Registered for cleanup so each mock instance doesn't leak a tmp dir.
         self.cache_dir = tempfile.mkdtemp(prefix="ledmatrix-mock-cache-")
@@ -108,6 +109,24 @@ class MockCacheManager:
         self.delete_calls.append(key)
         if key in self._cache:
             del self._cache[key]
+
+    def get_cached_data_with_strategy(self, key: str, data_type: str = 'default') -> Optional[Any]:
+        """Mock of CacheManager.get_cached_data_with_strategy (src/cache_manager.py).
+
+        The real method picks a max_age/memory_ttl strategy per data_type
+        (and extends it during market-closed hours for market data) before
+        delegating to get_cached_data(). None of that timing nuance matters
+        for a mock -- plugins under test just need the method to exist and
+        return whatever was cached, so this delegates straight to get().
+        """
+        self.get_cached_data_with_strategy_calls.append({'key': key, 'data_type': data_type})
+        return self.get(key)
+
+    def save_cache(self, key: str, data: Any) -> None:
+        """Mock of CacheManager.save_cache (src/cache_manager.py) -- the
+        write-side counterpart to get_cached_data_with_strategy, used by the
+        same real-CacheManager-oriented plugins. Delegates to set()."""
+        self.set(key, data)
         if key in self._cache_timestamps:
             del self._cache_timestamps[key]
     
@@ -118,6 +137,7 @@ class MockCacheManager:
         self.get_calls = []
         self.set_calls = []
         self.delete_calls = []
+        self.get_cached_data_with_strategy_calls = []
 
 
 class MockConfigManager:
@@ -161,6 +181,13 @@ class MockPluginManager:
         self.plugin_manifests: Dict[str, Dict] = {}
         self.get_plugin_calls = []
         self.get_all_plugins_calls = []
+        # Real FontManager so BasePlugin.layout / draw_fit behave identically
+        # under the harness (it only needs assets/fonts on disk).
+        try:
+            from src.font_manager import FontManager
+            self.font_manager: Optional[Any] = FontManager({})
+        except Exception:
+            self.font_manager = None
     
     def get_plugin(self, plugin_id: str) -> Optional[Any]:
         """Get a plugin instance."""

src/plugin_system/testing/sizes.py

@@ -28,6 +28,7 @@ DEFAULT_TEST_SIZES: List[Tuple[int, int]] = [
     (64, 32),    # 1x1 — single panel, the tightest common rectangle
     (128, 32),   # 2x1 — the baseline most plugins are tuned for
     (64, 64),    # 1x2 — stacked, exercises tall-narrow centering
+    (96, 48),    # non-64x32-module panel (e.g. Waveshare), off-grid dims
     (128, 64),   # 2x2 — block, icon scaling / vertical centering
     (256, 32),   # 4x1 — long strip, wide horizontal layout
     (128, 96),   # 2x3 — tall, exercises vertical overflow

src/vegas_mode/render_pipeline.py

@@ -297,6 +297,8 @@ class RenderPipeline:
         Returns True when:
         - Cycle is complete and we should start fresh
         - Staging buffer has new content
+        - A plugin currently visible in the scroll has pending updated data
+          (e.g. a live score changed) — standalone (non-sync) mode only
         """
         if self._cycle_complete:
             return True
@@ -314,6 +316,12 @@ class RenderPipeline:
         if buffer_status['staging_count'] > 0:
             return True
 
+        # Trigger recompose when pending updates affect visible segments, so
+        # live score/status changes reach the display within a few seconds
+        # instead of waiting for the next full cycle.
+        if self.stream_manager.has_pending_updates_for_visible_segments():
+            return True
+
         return False
 
     def hot_swap_content(self) -> bool:

test/test_adaptive_images.py

@@ -0,0 +1,208 @@
+"""Tests for adaptive image fitting (src/adaptive_images.py) and the
+LayoutContext image cache."""
+
+import pytest
+from PIL import Image
+
+from src.adaptive_images import (
+    RESAMPLE_LANCZOS,
+    RESAMPLE_NEAREST,
+    ImageFitResult,
+    draw_fitted_image,
+    fit_image,
+)
+from src.adaptive_layout import LayoutContext, Region
+from src.font_manager import FontManager
+
+
+@pytest.fixture(scope="module")
+def font_manager():
+    return FontManager({})
+
+
+@pytest.fixture
+def ctx(font_manager):
+    return LayoutContext(128, 32, font_manager)
+
+
+def _solid(w, h, color=(255, 0, 0, 255)):
+    return Image.new("RGBA", (w, h), color)
+
+
+def _padded_logo(ink_w=10, ink_h=10, pad=10):
+    """Transparent canvas with a solid ink block in the middle — models a
+    logo shipped with generous transparent padding."""
+    img = Image.new("RGBA", (ink_w + 2 * pad, ink_h + 2 * pad), (0, 0, 0, 0))
+    img.paste(_solid(ink_w, ink_h), (pad, pad))
+    return img
+
+
+class TestFitModes:
+    def test_contain_letterboxes_and_upscales(self):
+        fit = fit_image(_solid(10, 5), (40, 40))
+        assert (fit.width, fit.height) == (40, 20)  # aspect preserved
+        assert fit.scale == 4.0
+
+    def test_contain_no_upscale(self):
+        fit = fit_image(_solid(10, 5), (40, 40), upscale=False)
+        assert (fit.width, fit.height) == (10, 5)
+        assert fit.scale == 1.0
+
+    def test_cover_fills_and_crops(self):
+        fit = fit_image(_solid(10, 20), (40, 40), mode="cover")
+        assert (fit.width, fit.height) == (40, 40)
+
+    def test_cover_top_anchor(self):
+        # top half red, bottom half blue; cover-crop a wide box with top anchor
+        img = Image.new("RGBA", (20, 40), (0, 0, 255, 255))
+        img.paste(_solid(20, 20, (255, 0, 0, 255)), (0, 0))
+        fit = fit_image(img, (20, 20), mode="cover", anchor="top")
+        assert fit.image.getpixel((10, 5))[:3] == (255, 0, 0)  # kept the top
+
+    def test_fill_height_matches_box_height(self):
+        fit = fit_image(_solid(10, 10), (64, 32), mode="fill_height")
+        assert fit.height == 32 and fit.width == 32
+
+    def test_fill_height_capped_by_width(self):
+        # very wide source: height-fill would overflow the box width
+        fit = fit_image(_solid(100, 10), (40, 32), mode="fill_height")
+        assert fit.width <= 40
+
+    def test_stretch_exact(self):
+        fit = fit_image(_solid(3, 7), (25, 13), mode="stretch")
+        assert (fit.width, fit.height) == (25, 13)
+
+    def test_crop_to_ink(self):
+        fit = fit_image(_padded_logo(), (30, 30), crop_to_ink=True)
+        # 10x10 ink upscaled to fill 30x30 (padding would have kept it small)
+        assert (fit.width, fit.height) == (30, 30)
+        no_crop = fit_image(_padded_logo(), (30, 30), crop_to_ink=False)
+        assert no_crop.width == 30  # whole padded canvas scaled instead
+
+    def test_fully_transparent_source(self):
+        img = Image.new("RGBA", (10, 10), (0, 0, 0, 0))
+        fit = fit_image(img, (20, 20), crop_to_ink=True)
+        assert fit.is_empty
+
+    def test_degenerate_box(self):
+        assert fit_image(_solid(10, 10), (0, 20)).is_empty
+        assert fit_image(_solid(10, 10), Region(0, 0, 20, 0)).is_empty
+
+    def test_output_always_rgba(self):
+        rgb = Image.new("RGB", (10, 10), (1, 2, 3))
+        assert fit_image(rgb, (20, 20)).image.mode == "RGBA"
+
+    def test_nearest_keeps_hard_edges(self):
+        # 2x2 checker scaled 8x: NEAREST keeps pure colors, LANCZOS blends
+        img = Image.new("RGBA", (2, 2), (0, 0, 0, 255))
+        img.putpixel((0, 0), (255, 255, 255, 255))
+        near = fit_image(img, (16, 16), mode="stretch", resample=RESAMPLE_NEAREST)
+        colors = {near.image.getpixel((x, y))[:3] for x in range(16) for y in range(16)}
+        assert colors == {(255, 255, 255), (0, 0, 0)}
+
+    def test_unknown_mode_raises(self):
+        with pytest.raises(ValueError):
+            fit_image(_solid(4, 4), (8, 8), mode="tile")
+
+
+class TestDrawFittedImage:
+    class _DM:
+        def __init__(self, w=64, h=32):
+            self.image = Image.new("RGB", (w, h), (0, 0, 0))
+
+    def test_pastes_aligned_in_region(self):
+        dm = self._DM()
+        box = Region(10, 4, 20, 20)
+        fit = fit_image(_solid(10, 10), box)
+        xy = draw_fitted_image(dm, fit, box)
+        assert xy == box.align_xy(fit.width, fit.height)
+        assert dm.image.getpixel((xy[0] + 1, xy[1] + 1)) == (255, 0, 0)
+
+    def test_offset_translates(self):
+        dm = self._DM()
+        box = Region(0, 0, 20, 20)
+        fit = fit_image(_solid(10, 10), box)
+        x, y = draw_fitted_image(dm, fit, box, align="left", valign="top",
+                                 offset=(3, 5))
+        assert (x, y) == (3, 5)
+
+    def test_empty_fit_noops(self):
+        dm = self._DM()
+        fit = fit_image(_solid(10, 10), (0, 0))
+        assert draw_fitted_image(dm, fit, Region(0, 0, 10, 10)) is None
+
+
+class TestContextImageCache:
+    def test_size_keyed_hit_and_miss(self, ctx):
+        img = _solid(10, 10)
+        a = ctx.fit_image(img, (20, 20), cache_key="logo:A")
+        assert ctx.fit_image(img, (20, 20), cache_key="logo:A") is a
+        b = ctx.fit_image(img, (30, 30), cache_key="logo:A")
+        assert b is not a and b.width == 30  # different box size = new entry
+
+    def test_id_keyed_default(self, ctx):
+        img = _solid(10, 10)
+        a = ctx.fit_image(img, (20, 20))
+        assert ctx.fit_image(img, (20, 20)) is a
+
+    def test_id_safety_pins_source(self, ctx):
+        # id()-keyed entries must pin the source image so a recycled id
+        # can't alias a dead image's cache entry.
+        img = _solid(10, 10)
+        ctx.fit_image(img, (20, 20))
+        pinned = [entry[1] for entry in ctx._image_cache.values()]
+        assert img in pinned
+
+    def test_cache_key_entries_do_not_pin(self, ctx):
+        img = _solid(10, 10)
+        ctx.fit_image(img, (20, 20), cache_key="logo:X")
+        key = next(k for k in ctx._image_cache if k[1] == "logo:X")
+        assert ctx._image_cache[key][1] is None
+
+    def test_lru_eviction(self, ctx):
+        for i in range(ctx._IMAGE_CACHE_MAX + 5):
+            ctx.fit_image(_solid(4, 4), (8, 8), cache_key=f"k{i}")
+        assert len(ctx._image_cache) == ctx._IMAGE_CACHE_MAX
+        assert not any(k[1] == "k0" for k in ctx._image_cache)  # oldest evicted
+
+    def test_clear_cache_clears_images(self, ctx):
+        ctx.fit_image(_solid(4, 4), (8, 8), cache_key="k")
+        ctx.clear_cache()
+        assert len(ctx._image_cache) == 0
+
+
+class TestBasePluginDrawImage:
+    def test_draw_image_end_to_end(self):
+        from src.plugin_system.base_plugin import BasePlugin
+        from src.plugin_system.testing.mocks import (
+            MockCacheManager, MockDisplayManager, MockPluginManager,
+        )
+
+        class _P(BasePlugin):
+            def update(self):
+                pass
+
+            def display(self, force_clear=False):
+                pass
+
+        plugin = _P("t", {}, MockDisplayManager(64, 32),
+                    MockCacheManager(), MockPluginManager())
+        logo = _padded_logo()
+        box = plugin.layout.bounds.left_col(32)
+        ifit = plugin.draw_image(logo, box, mode="fill_height",
+                                 crop_to_ink=True, cache_key="logo:T")
+        assert ifit.height == 32
+        # pasted onto the mock's canvas
+        assert plugin.display_manager.image.getpixel((16, 16)) != (0, 0, 0)
+
+
+class TestResultIndependence:
+    def test_same_size_fit_never_aliases_the_source(self):
+        """LayoutContext caches ImageFitResults — an aliased image would let
+        later mutations of the source corrupt cached fits (or vice versa)."""
+        from PIL import ImageDraw
+        src = Image.new("RGBA", (20, 20), (255, 0, 0, 255))
+        fit = fit_image(src, (20, 20))
+        assert fit.image is not src
+        ImageDraw.Draw(src).rectangle([0, 0, 19, 19], fill=(0, 255, 0, 255))
+        assert fit.image.getpixel((5, 5)) == (255, 0, 0, 255)

test/test_adaptive_layout.py

@@ -0,0 +1,454 @@
+"""Tests for the adaptive layout system (src/adaptive_layout.py)."""
+
+import pytest
+
+from src.adaptive_layout import (
+    DEFAULT_DESIGN_SIZE,
+    LADDER_ARCADE,
+    LADDER_GRID,
+    LayoutContext,
+    Region,
+    draw_fitted_text,
+    measure_font_crispness,
+    measure_ink,
+    media_row,
+    scoreboard_regions,
+)
+from src.plugin_system.testing.sizes import DEFAULT_TEST_SIZES
+from src.font_manager import FontManager
+
+
+@pytest.fixture(scope="module")
+def font_manager():
+    """Real FontManager over assets/fonts — the ladders depend on it."""
+    return FontManager({})
+
+
+@pytest.fixture
+def ctx(font_manager):
+    return LayoutContext(128, 32, font_manager)
+
+
+class TestRegion:
+    """Pure integer rect algebra."""
+
+    def test_bands_partition_without_overlap(self):
+        r = Region(0, 0, 128, 32)
+        top = r.top_band(7)
+        bottom = r.bottom_band(7)
+        middle = r.middle(7, 7)
+        assert top.bottom == middle.y
+        assert middle.bottom == bottom.y
+        assert top.h + middle.h + bottom.h == r.h
+
+    def test_bands_clamp_on_short_panel(self):
+        # The classic failure: y=1 top band and y=height-7 bottom band
+        # overlapping on a short panel. Bands can't exceed the region.
+        r = Region(0, 0, 32, 8)
+        assert r.top_band(16).h == 8
+        assert r.bottom_band(16).h == 8
+        assert r.middle(8, 8).h == 0  # degenerate, never negative
+
+    def test_split_v_weights_sum_to_height(self):
+        r = Region(0, 0, 64, 33)
+        rows = r.split_v(3, 1, 1, gap=1)
+        assert len(rows) == 3
+        assert sum(row.h for row in rows) == 33 - 2  # two 1px gaps
+        assert rows[0].h > rows[1].h
+        assert rows[-1].bottom == r.bottom
+
+    def test_split_h_columns_advance(self):
+        r = Region(0, 0, 100, 32)
+        cols = r.split_h(1, 1, gap=2)
+        assert cols[0].right + 2 == cols[1].x
+        assert cols[1].right == r.right
+
+    def test_degenerate_sizes_never_negative(self):
+        for w, h in [(8, 8), (32, 16), (1, 1)]:
+            r = Region(0, 0, w, h).inset(4)
+            assert r.w >= 0 and r.h >= 0
+            for sub in r.split_v(1, 1) + r.split_h(1, 1, gap=3):
+                assert sub.w >= 0 and sub.h >= 0
+
+    def test_align_xy(self):
+        r = Region(10, 10, 100, 20)
+        assert r.align_xy(20, 10, "left", "top") == (10, 10)
+        assert r.align_xy(20, 10, "right", "bottom") == (90, 20)
+        assert r.align_xy(20, 10) == (50, 15)
+
+    def test_left_right_cols(self):
+        r = Region(0, 0, 128, 32)
+        assert r.left_col(32) == Region(0, 0, 32, 32)
+        assert r.right_col(32) == Region(96, 0, 32, 32)
+
+    def test_offset_translates_without_resizing(self):
+        r = Region(5, 5, 20, 10).offset(3, -2)
+        assert r == Region(8, 3, 20, 10)
+
+
+class TestScoreboardRegions:
+    @pytest.mark.parametrize("w,h", DEFAULT_TEST_SIZES + [(8, 8)])
+    def test_invariants_at_all_sizes(self, w, h):
+        regs = scoreboard_regions(Region(0, 0, w, h))
+        assert regs.logo_slot <= min(h, w // 2)
+        # slots hug the edges and never overlap the center column
+        assert regs.away_slot.x == 0 and regs.home_slot.right == w
+        assert regs.away_slot.right <= regs.center_col.x or regs.center_col.w == 0
+        assert regs.center_col.right <= regs.home_slot.x or regs.center_col.w == 0
+        # bands stack inside the center column without overlap
+        assert regs.status_band.bottom <= regs.score_area.y or regs.score_area.h == 0
+        assert regs.score_area.bottom <= regs.detail_band.y or regs.score_area.h == 0
+        # everything within bounds, nothing negative
+        for reg in (regs.away_slot, regs.home_slot, regs.center_col,
+                    regs.status_band, regs.score_area, regs.detail_band,
+                    regs.bottom_left, regs.bottom_right):
+            assert reg.w >= 0 and reg.h >= 0
+            assert reg.x >= 0 and reg.y >= 0
+            assert reg.right <= w and reg.bottom <= h
+
+    @pytest.mark.parametrize("w,h", [(96, 48), (128, 64), (256, 128), (64, 32), (128, 96)])
+    def test_2to1_aspect_gets_a_center_reserve(self, w, h):
+        """These sizes are all <= 2:1 aspect, where the raw min(h, w//2)
+        formula claims the entire width for logos and leaves zero pixels
+        for a center column — the bug this reserve exists to fix."""
+        regs = scoreboard_regions(Region(0, 0, w, h))
+        assert regs.center_col.w >= int(w * 0.15) - 1  # -1 for int() rounding
+
+    @pytest.mark.parametrize("w,h", [(128, 32), (192, 48), (256, 32)])
+    def test_wide_panels_unaffected_by_center_reserve(self, w, h):
+        """Wide (>= ~4:1) panels already have height as the tighter
+        constraint, so the center reserve must be a no-op there — the
+        design-size baseline's proportions shouldn't shift."""
+        regs = scoreboard_regions(Region(0, 0, w, h))
+        assert regs.logo_slot == min(h, w // 2)
+
+    def test_center_reserve_fraction_is_configurable(self):
+        # min_center_design_px=0 isolates the fraction term (otherwise the
+        # scaled absolute floor can dominate and mask a fraction change).
+        regs_default = scoreboard_regions(Region(0, 0, 128, 64), min_center_design_px=0)
+        regs_wider = scoreboard_regions(Region(0, 0, 128, 64), min_center_fraction=0.5,
+                                        min_center_design_px=0)
+        assert regs_wider.center_col.w > regs_default.center_col.w
+        assert regs_wider.logo_slot < regs_default.logo_slot
+
+    def test_score_bleed_extends_past_center_col(self):
+        regs = scoreboard_regions(Region(0, 0, 128, 64), score_bleed_fraction=0.5)
+        assert regs.score_area.w > regs.center_col.w
+        assert regs.score_area.x < regs.center_col.x
+        assert regs.score_area.right > regs.center_col.right
+
+    def test_score_bleed_zero_matches_center_col(self):
+        regs = scoreboard_regions(Region(0, 0, 128, 64), score_bleed_fraction=0.0)
+        assert regs.score_area.w == regs.center_col.w
+        assert regs.score_area.x == regs.center_col.x
+
+    @pytest.mark.parametrize("w,h", [(64, 32), (96, 48), (128, 64), (256, 128), (128, 96)])
+    def test_score_never_needs_ellipsis_for_a_short_score(self, w, h, font_manager):
+        """The concrete regression this whole reserve/bleed system exists to
+        prevent: a real game score like '17-21' must always render in full,
+        never truncated, at every 2:1-or-tighter aspect ratio in the sample."""
+        ctx = LayoutContext(w, h, font_manager)
+        regs = scoreboard_regions(Region(0, 0, w, h), ctx=ctx)
+        height_scale = h / 32.0
+        fit = ctx.fit_text_proportional("17-21", regs.score_area, base_size_px=10,
+                                        ladder=LADDER_ARCADE, scale=height_scale)
+        assert fit.text == "17-21"
+        assert fit.fits
+
+    def test_ctx_scales_band_heights(self, font_manager):
+        small = scoreboard_regions(Region(0, 0, 128, 32),
+                                   ctx=LayoutContext(128, 32, font_manager))
+        big = scoreboard_regions(Region(0, 0, 256, 64),
+                                 ctx=LayoutContext(256, 64, font_manager))
+        assert big.status_band.h > small.status_band.h
+
+    def test_works_on_offset_card_region(self):
+        card = Region(10, 4, 100, 24)
+        regs = scoreboard_regions(card)
+        assert regs.away_slot.x == 10
+        assert regs.home_slot.right == card.right
+
+
+class TestMediaRow:
+    def test_square_art_plus_body(self):
+        row = media_row(Region(0, 0, 128, 32))
+        assert row.art == Region(0, 0, 32, 32)
+        assert row.body.x == 32 + 2 and row.body.right == 128
+
+    def test_non_square(self):
+        row = media_row(Region(0, 0, 100, 20), square=False, gap=4)
+        assert row.art.w == 50
+        assert row.body.x == 54
+
+    def test_narrow_panel_clamps(self):
+        row = media_row(Region(0, 0, 16, 32))
+        assert row.art.w == 16 and row.body.w == 0
+
+
+class TestLayoutContext:
+    def test_tiers(self, font_manager):
+        assert LayoutContext(128, 32, font_manager).tier == "sm"
+        assert LayoutContext(96, 48, font_manager).tier == "md"
+        assert LayoutContext(128, 64, font_manager).tier == "lg"
+        assert LayoutContext(64, 16, font_manager).tier == "xs"
+        assert LayoutContext(256, 128, font_manager).tier == "xl"
+
+    def test_wide_short_flag(self, font_manager):
+        assert LayoutContext(128, 32, font_manager).is_wide_short
+        assert not LayoutContext(128, 64, font_manager).is_wide_short
+
+    def test_scale_against_design_size(self, font_manager):
+        assert LayoutContext(128, 32, font_manager).scale == 1.0
+        assert LayoutContext(256, 64, font_manager).scale == 2.0
+        # min() of the two axes: don't overscale the constrained one
+        assert LayoutContext(256, 32, font_manager).scale == 1.0
+        assert DEFAULT_DESIGN_SIZE == (128, 32)
+
+    def test_px_scales_and_clamps(self, font_manager):
+        big = LayoutContext(256, 64, font_manager)
+        assert big.px(4) == 8
+        assert big.px(4, maximum=6) == 6
+        tiny = LayoutContext(32, 16, font_manager)
+        assert tiny.px(4, minimum=2) == 2
+
+    def test_by_tier_nearest_at_or_below(self, font_manager):
+        mapping = {"sm": 10, "lg": 18}
+        assert LayoutContext(128, 32, font_manager).by_tier(mapping) == 10
+        assert LayoutContext(96, 48, font_manager).by_tier(mapping) == 10  # md -> sm
+        assert LayoutContext(128, 64, font_manager).by_tier(mapping) == 18
+        assert LayoutContext(256, 128, font_manager).by_tier(mapping) == 18  # xl -> lg
+        # nothing at-or-below: fall forward to smallest defined above
+        assert LayoutContext(64, 16, font_manager).by_tier(mapping) == 10
+
+
+class TestFontFitting:
+    def test_ladder_monotonic(self, font_manager):
+        """Each ladder rung must render no taller than the one before it."""
+        for ladder in (LADDER_GRID, LADDER_ARCADE):
+            heights = []
+            for step in ladder:
+                font = font_manager.get_font(step.family, step.size_px)
+                heights.append(measure_ink("Ay0", font)[1])
+            assert heights == sorted(heights, reverse=True), (
+                f"ladder not monotonically shrinking: {heights}")
+
+    def test_ladder_grid_is_crisp(self, font_manager):
+        """LADDER_GRID's BDF fonts are real bitmaps — always 0% antialiased."""
+        for step in LADDER_GRID:
+            font = font_manager.get_font(step.family, step.size_px)
+            assert measure_font_crispness(font, "Ay0") == 0.0
+
+    def test_ladder_arcade_is_crisp(self, font_manager):
+        """PressStart2P only rasterizes without antialiasing at exact
+        multiples of its 8px design grid — every LADDER_ARCADE rung must
+        land on one."""
+        for step in LADDER_ARCADE:
+            assert step.size_px % 8 == 0, f"{step} is not a multiple of 8"
+            font = font_manager.get_font(step.family, step.size_px)
+            assert measure_font_crispness(font, "17-21") == 0.0
+
+    def test_crispness_catches_a_bad_size(self, font_manager):
+        """Sanity check the measurement itself: a known-bad size for a
+        pixel-grid font must NOT read as crisp."""
+        font = font_manager.get_font("press_start", 10)  # not a multiple of 8
+        assert measure_font_crispness(font, "17-21") > 0.1
+
+    def test_fit_text_grows_on_taller_panel(self, font_manager):
+        small = LayoutContext(64, 32, font_manager)
+        large = LayoutContext(128, 64, font_manager)
+        text = "12:34"
+        fit_small = small.fit_text(text, small.bounds, ladder=LADDER_ARCADE)
+        fit_large = large.fit_text(text, large.bounds, ladder=LADDER_ARCADE)
+        assert fit_small.fits and fit_large.fits
+        assert fit_large.size_px > fit_small.size_px
+
+    def test_fit_text_fits_the_box(self, ctx):
+        box = ctx.bounds.inset(1)
+        fit = ctx.fit_text("HELLO WORLD", box)
+        assert fit.fits
+        assert fit.width <= box.w and fit.height <= box.h
+
+    def test_fit_text_ellipsizes_overlong_text(self, font_manager):
+        tiny = LayoutContext(32, 16, font_manager)
+        fit = tiny.fit_text("SUPERCALIFRAGILISTIC", tiny.bounds)
+        assert fit.text != "SUPERCALIFRAGILISTIC"
+        assert fit.text.endswith("…")
+        assert fit.width <= tiny.bounds.w
+
+    def test_fit_text_cached(self, ctx):
+        first = ctx.fit_text("CACHED", ctx.bounds)
+        second = ctx.fit_text("CACHED", ctx.bounds)
+        assert first is second
+        ctx.clear_cache()
+        assert ctx.fit_text("CACHED", ctx.bounds) is not first
+
+    def test_fit_text_proportional_tracks_design_scale(self, font_manager):
+        # design size 128x32, base_size_px=10 (a typical classic score size):
+        # at 2x scale the target is 20px -> nearest LADDER_ARCADE rung <= 20
+        # is 16px, not the largest that merely fits the box (32).
+        ctx = LayoutContext(256, 64, font_manager)  # scale = min(2,2) = 2
+        fit = ctx.fit_text_proportional("17-21", ctx.bounds, base_size_px=10,
+                                        ladder=LADDER_ARCADE)
+        assert fit.size_px == 16
+
+    def test_fit_text_proportional_does_not_exceed_max_fit(self, ctx):
+        # at scale=1 (128x32, the design size itself) the target equals
+        # base_size_px, so proportional should never pick something LARGER
+        # than plain fit_text would for the same box.
+        prop = ctx.fit_text_proportional("17-21", ctx.bounds, base_size_px=10,
+                                         ladder=LADDER_ARCADE)
+        maxed = ctx.fit_text("17-21", ctx.bounds, ladder=LADDER_ARCADE)
+        assert prop.size_px <= maxed.size_px
+
+    def test_fit_text_proportional_floors_at_smallest_rung(self, font_manager):
+        # scale so small the target is below every rung -> use the smallest
+        # rung as a floor rather than refusing to render anything.
+        ctx = LayoutContext(32, 8, font_manager)  # scale = min(32/128, 8/32) = 0.25
+        fit = ctx.fit_text_proportional("HI", ctx.bounds, base_size_px=10,
+                                        ladder=LADDER_ARCADE)
+        assert fit.size_px == min(s.size_px for s in LADDER_ARCADE)
+
+    def test_fit_text_proportional_falls_through_when_target_rung_overflows(self, font_manager):
+        # a long string at the target rung might not fit a narrow box even
+        # though the target size is "correct" -- must fall through to a
+        # smaller rung exactly like fit_text does, not just refuse to fit.
+        ctx = LayoutContext(256, 64, font_manager)
+        narrow_box = Region(0, 0, 40, 64)
+        fit = ctx.fit_text_proportional("A REALLY LONG STRING HERE", narrow_box,
+                                        base_size_px=10, ladder=LADDER_ARCADE)
+        assert fit.fits or fit.text.endswith("…")
+
+    def test_fit_text_proportional_cached(self, ctx):
+        first = ctx.fit_text_proportional("X", ctx.bounds, base_size_px=10)
+        second = ctx.fit_text_proportional("X", ctx.bounds, base_size_px=10)
+        assert first is second
+
+    def test_fit_text_proportional_scale_override(self, font_manager):
+        # 128x64 vs design 128x32: self.scale (min of both axes) is 1.0
+        # since width didn't grow, but a caller whose composition scales by
+        # HEIGHT alone (e.g. logo_slot = min(h, w//2)) should be able to
+        # override the reference scale so text grows with it too.
+        ctx = LayoutContext(128, 64, font_manager)
+        assert ctx.scale == 1.0
+        default_fit = ctx.fit_text_proportional("17-21", ctx.bounds, base_size_px=10,
+                                                 ladder=LADDER_ARCADE)
+        height_scale = 64 / 32  # matches design height
+        scaled_fit = ctx.fit_text_proportional("17-21", ctx.bounds, base_size_px=10,
+                                                ladder=LADDER_ARCADE, scale=height_scale)
+        assert scaled_fit.size_px > default_fit.size_px
+
+    def test_fit_lines_stacks_within_height(self, ctx):
+        box = ctx.bounds
+        lines = ["LINE ONE", "LINE TWO", "LINE THREE"]
+        fit = ctx.fit_lines(lines, box, spacing=1)
+        assert fit.fits
+        assert 3 * fit.line_height + 2 <= box.h
+
+    def test_font_for_rows(self, ctx):
+        fit = ctx.font_for_rows(4, 32)
+        assert fit.fits
+        assert 4 * fit.line_height <= 32
+
+    def test_ellipsize_returns_original_when_it_fits(self, ctx):
+        font = ctx.font_manager.get_font("4x6", 6)
+        assert ctx.ellipsize("HI", font, 1000) == "HI"
+
+
+class TestDrawFittedText:
+    def test_draws_within_region(self, ctx):
+        calls = []
+
+        class _DM:
+            def draw_text(self, text, x=None, y=None, color=None, font=None):
+                calls.append((text, x, y))
+
+        box = Region(10, 4, 100, 24)
+        fit = ctx.fit_text("SCORE", box)
+        draw_fitted_text(_DM(), fit, box)
+        text, x, y = calls[0]
+        assert text == "SCORE"
+        assert box.x <= x <= box.right - fit.width
+        # the ink (y + y_offset .. + height) must land inside the box
+        assert box.y <= y + fit.y_offset
+        assert y + fit.y_offset + fit.height <= box.bottom
+
+
+class TestBasePluginIntegration:
+    def test_layout_property_and_draw_fit(self):
+        from src.plugin_system.base_plugin import BasePlugin
+        from src.plugin_system.testing.mocks import (
+            MockCacheManager, MockDisplayManager, MockPluginManager,
+        )
+
+        class _Plugin(BasePlugin):
+            def update(self):
+                pass
+
+            def display(self, force_clear=False):
+                pass
+
+        plugin = _Plugin("test-plugin", {}, MockDisplayManager(96, 48),
+                         MockCacheManager(), MockPluginManager())
+        assert (plugin.layout.width, plugin.layout.height) == (96, 48)
+        assert plugin.layout is plugin.layout  # cached
+        fit = plugin.draw_fit("HELLO", plugin.layout.bounds.inset(1))
+        assert fit.fits
+        assert plugin.display_manager.draw_calls  # actually drew
+
+    def test_layout_rebuilds_on_size_change(self):
+        from src.plugin_system.base_plugin import BasePlugin
+        from src.plugin_system.testing.mocks import (
+            MockCacheManager, MockDisplayManager, MockPluginManager,
+        )
+
+        class _Plugin(BasePlugin):
+            def update(self):
+                pass
+
+            def display(self, force_clear=False):
+                pass
+
+        dm = MockDisplayManager(128, 32)
+        plugin = _Plugin("test-plugin", {}, dm,
+                         MockCacheManager(), MockPluginManager())
+        assert plugin.layout.tier == "sm"
+        dm.width, dm.height = 128, 64
+        assert plugin.layout.tier == "lg"
+
+    def test_design_size_from_manifest(self):
+        from src.plugin_system.base_plugin import BasePlugin
+        from src.plugin_system.testing.mocks import (
+            MockCacheManager, MockDisplayManager, MockPluginManager,
+        )
+
+        class _Plugin(BasePlugin):
+            def update(self):
+                pass
+
+            def display(self, force_clear=False):
+                pass
+
+        pm = MockPluginManager()
+        pm.plugin_manifests["test-plugin"] = {
+            "display": {"design_size": {"width": 64, "height": 32}}
+        }
+        plugin = _Plugin("test-plugin", {}, MockDisplayManager(128, 64),
+                         MockCacheManager(), pm)
+        assert plugin.layout.design_size == (64, 32)
+        assert plugin.layout.scale == 2.0
+
+
+class TestFitCacheBound:
+    def test_fit_cache_is_lru_bounded(self, ctx):
+        """A plugin fitting changing text (live game clock, ticker) on a
+        24/7 service must not grow the fit cache without bound."""
+        for i in range(ctx._FIT_CACHE_MAX + 100):
+            ctx.fit_text(f"tick {i}", Region(0, 0, 100, 20))
+        assert len(ctx._fit_cache) <= ctx._FIT_CACHE_MAX
+
+    def test_lru_keeps_recent_entries_hot(self, ctx):
+        hot = ctx.fit_text("stay hot", Region(0, 0, 100, 20))
+        for i in range(ctx._FIT_CACHE_MAX - 1):
+            ctx.fit_text(f"cold {i}", Region(0, 0, 100, 20))
+            ctx.fit_text("stay hot", Region(0, 0, 100, 20))  # keep touching it
+        assert ctx.fit_text("stay hot", Region(0, 0, 100, 20)) is hot

test/test_display_controller_vegas_tick.py

@@ -0,0 +1,88 @@
+"""
+Regression tests for DisplayController._tick_plugin_updates_for_vegas().
+
+PR #299 added logic to detect which plugins actually got fresh data on a
+scheduled-update tick and notify Vegas mode via
+vegas_coordinator.mark_plugin_updated(), so a live score change reaches the
+scroll within seconds instead of waiting for a full cycle. PR #330's
+multi-display sync refactor deleted this method (folding the callback back
+to the plain _tick_plugin_updates(), which reports nothing), silently
+orphaning VegasModeCoordinator.mark_plugin_updated() -- it has had zero
+callers since.
+"""
+
+from typing import Dict, List, Optional
+from unittest.mock import MagicMock
+
+from src.display_controller import DisplayController
+
+
+def _make_controller(updated: Optional[List[str]] = None, vegas_coordinator: Optional[MagicMock] = None) -> DisplayController:
+    dc = object.__new__(DisplayController)
+    dc.plugin_manager = MagicMock()
+    dc.plugin_manager.run_scheduled_updates_with_changes.return_value = list(updated or [])
+    dc.vegas_coordinator = vegas_coordinator
+    return dc
+
+
+class TestTickPluginUpdatesForVegas:
+    def test_marks_only_plugins_whose_timestamp_advanced(self):
+        vc = MagicMock()
+        dc = _make_controller(updated=["stock-news"], vegas_coordinator=vc)
+
+        dc._tick_plugin_updates_for_vegas()
+
+        vc.mark_plugin_updated.assert_called_once_with("stock-news")
+
+    def test_no_advance_marks_nothing(self):
+        vc = MagicMock()
+        dc = _make_controller(updated=[], vegas_coordinator=vc)
+
+        dc._tick_plugin_updates_for_vegas()
+
+        vc.mark_plugin_updated.assert_not_called()
+
+    def test_no_vegas_coordinator_does_not_raise(self):
+        dc = _make_controller(updated=["stock-news"], vegas_coordinator=None)
+
+        dc._tick_plugin_updates_for_vegas()  # must not raise
+
+    def test_mark_plugin_updated_exception_does_not_propagate(self):
+        """One plugin's mark_plugin_updated failing must not stop the tick
+        or crash the update loop it runs in."""
+        vc = MagicMock()
+        vc.mark_plugin_updated.side_effect = [RuntimeError("boom"), None]
+        dc = _make_controller(updated=["a", "b"], vegas_coordinator=vc)
+
+        dc._tick_plugin_updates_for_vegas()  # must not raise
+
+        assert vc.mark_plugin_updated.call_count == 2
+
+
+class TestVegasCoordinatorCallbackWiring:
+    def test_initialize_wires_vegas_aware_tick_as_update_callback(self):
+        """The Vegas coordinator must be given the Vegas-aware
+        _tick_plugin_updates_for_vegas as its update callback, not the plain
+        _tick_plugin_updates() -- that's the exact wiring PR #330 dropped."""
+        dc = object.__new__(DisplayController)
+        dc.config = {"display": {"vegas_scroll": {"enabled": True}}, "sync": {}}
+        dc.display_manager = MagicMock()
+        dc.plugin_manager = MagicMock()
+        dc.sync_manager = MagicMock()
+        dc._check_live_priority = MagicMock()
+        dc._check_vegas_interrupt = MagicMock(return_value=False)
+
+        fake_coordinator = MagicMock()
+
+        import src.display_controller as dc_module
+        original_imported = dc_module._vegas_mode_imported
+        original_class = dc_module.VegasModeCoordinator
+        try:
+            dc_module._vegas_mode_imported = True
+            dc_module.VegasModeCoordinator = MagicMock(return_value=fake_coordinator)
+            dc._initialize_vegas_mode()
+        finally:
+            dc_module._vegas_mode_imported = original_imported
+            dc_module.VegasModeCoordinator = original_class
+
+        fake_coordinator.set_update_callback.assert_called_once_with(dc._tick_plugin_updates_for_vegas)

test/test_harness_fill.py

@@ -0,0 +1,98 @@
+"""Tests for the harness fill / scale-up check (src/plugin_system/testing/harness.py)."""
+
+from PIL import Image
+
+from src.plugin_system.testing.harness import (
+    RenderResult,
+    check_scale_up,
+    fill_metrics,
+)
+
+
+def _canvas(w, h):
+    return Image.new("RGB", (w, h), (0, 0, 0))
+
+
+def _with_block(w, h, bx, by, bw, bh, color=(255, 255, 255)):
+    img = _canvas(w, h)
+    img.paste(Image.new("RGB", (bw, bh), color), (bx, by))
+    return img
+
+
+def _result(w, h, image):
+    return RenderResult("p", w, h, "mode", image=image)
+
+
+class TestFillMetrics:
+    def test_full_white(self):
+        ex, ey, ink = fill_metrics(Image.new("RGB", (64, 32), (255, 255, 255)))
+        assert (ex, ey, ink) == (1.0, 1.0, 1.0)
+
+    def test_black_is_empty(self):
+        assert fill_metrics(_canvas(64, 32)) == (0.0, 0.0, 0.0)
+
+    def test_corner_dot(self):
+        ex, ey, ink = fill_metrics(_with_block(100, 100, 0, 0, 10, 10))
+        assert ex == 0.1 and ey == 0.1
+        assert ink == 0.01
+
+    def test_centered_half(self):
+        ex, ey, _ = fill_metrics(_with_block(100, 100, 25, 25, 50, 50))
+        assert ex == 0.5 and ey == 0.5
+
+    def test_dim_pixels_ignored(self):
+        img = _canvas(10, 10)
+        img.putpixel((5, 5), (10, 10, 10))  # below the lit threshold
+        assert fill_metrics(img) == (0.0, 0.0, 0.0)
+
+
+class TestCheckScaleUp:
+    def test_not_checked_below_2x(self):
+        # 128x64 vs design 128x32: only height is 2x -> checked on y only;
+        # 128x32 itself: not checked at all
+        r = _result(128, 32, _with_block(128, 32, 0, 0, 10, 10))
+        check_scale_up([r], design_size=(128, 32))
+        assert not r.fill_checked
+
+    def test_warn_mode_records_but_passes(self):
+        # tiny corner content on a 256x128 (2x both axes)
+        r = _result(256, 128, _with_block(256, 128, 0, 0, 20, 20))
+        check_scale_up([r], design_size=(128, 32), strict=False)
+        assert r.fill_checked
+        assert r.fill_ok is None       # warn-only: not a failure
+        assert r.ok                    # still passes
+        assert r.fill_extent[0] < 0.5
+
+    def test_strict_mode_fails_underfill(self):
+        r = _result(256, 128, _with_block(256, 128, 0, 0, 20, 20))
+        check_scale_up([r], design_size=(128, 32), strict=True)
+        assert r.fill_ok is False
+        assert not r.ok
+
+    def test_well_filled_passes_strict(self):
+        r = _result(256, 128, _with_block(256, 128, 10, 10, 200, 100))
+        check_scale_up([r], design_size=(128, 32), strict=True)
+        assert r.fill_ok is True and r.ok
+
+    def test_axis_selection_wide_only(self):
+        # 256x32 vs design 128x32: width is 2x, height is not -> only the
+        # x-extent matters; content spanning full width but few rows passes
+        r = _result(256, 32, _with_block(256, 32, 0, 12, 250, 8))
+        check_scale_up([r], design_size=(128, 32), strict=True)
+        assert r.fill_ok is True
+
+    def test_axis_selection_wide_only_underfill(self):
+        r = _result(256, 32, _with_block(256, 32, 0, 12, 60, 8))
+        check_scale_up([r], design_size=(128, 32), strict=True)
+        assert r.fill_ok is False
+
+    def test_errored_render_skipped(self):
+        r = RenderResult("p", 256, 128, "m", error="boom")
+        check_scale_up([r], design_size=(128, 32), strict=True)
+        assert not r.fill_checked
+
+    def test_custom_design_size(self):
+        # 128x64 with design 64x32 IS 2x both axes
+        r = _result(128, 64, _with_block(128, 64, 0, 0, 10, 10))
+        check_scale_up([r], design_size=(64, 32), strict=False)
+        assert r.fill_checked

test/test_loader_compat_warning.py

@@ -0,0 +1,70 @@
+"""Tests for the plugin loader's advisory version-compatibility warning."""
+
+import logging
+
+import pytest
+
+from src.plugin_system.plugin_loader import PluginLoader
+
+
+@pytest.fixture
+def loader():
+    return PluginLoader(logger=logging.getLogger("test-loader"))
+
+
+def _warnings(caplog):
+    return [r for r in caplog.records if r.levelno == logging.WARNING]
+
+
+class TestParseSemver:
+    def test_basic(self, loader):
+        assert loader._parse_semver("3.1.0") == (3, 1, 0)
+        assert loader._parse_semver("v2.0") == (2, 0, 0)
+        assert loader._parse_semver("2.0.0-beta.1") == (2, 0, 0)
+
+    def test_unparseable(self, loader):
+        assert loader._parse_semver(None) is None
+        assert loader._parse_semver(123) is None
+
+
+class TestWarnIfIncompatible:
+    def test_warns_when_plugin_needs_newer_core(self, loader, caplog, monkeypatch):
+        import src
+        monkeypatch.setattr(src, "__version__", "3.1.0")
+        with caplog.at_level(logging.WARNING, logger="test-loader"):
+            loader._warn_if_incompatible("p", {"min_ledmatrix_version": "9.0.0"})
+        assert len(_warnings(caplog)) == 1
+        assert "9.0.0" in _warnings(caplog)[0].message
+
+    def test_silent_when_compatible(self, loader, caplog, monkeypatch):
+        import src
+        monkeypatch.setattr(src, "__version__", "3.1.0")
+        with caplog.at_level(logging.WARNING, logger="test-loader"):
+            loader._warn_if_incompatible("p", {"min_ledmatrix_version": "2.0.0"})
+        assert not _warnings(caplog)
+
+    def test_silent_when_field_absent(self, loader, caplog):
+        with caplog.at_level(logging.WARNING, logger="test-loader"):
+            loader._warn_if_incompatible("p", {"name": "no version fields"})
+        assert not _warnings(caplog)
+
+    def test_reads_requires_and_versions_spellings(self, loader, caplog, monkeypatch):
+        import src
+        monkeypatch.setattr(src, "__version__", "3.1.0")
+        with caplog.at_level(logging.WARNING, logger="test-loader"):
+            loader._warn_if_incompatible(
+                "a", {"requires": {"min_ledmatrix_version": "9.0.0"}})
+            loader._warn_if_incompatible(
+                "b", {"versions": [{"ledmatrix_min_version": "9.0.0"}]})
+            loader._warn_if_incompatible(
+                "c", {"versions": [{"ledmatrix_min": "9.0.0"}]})
+        assert len(_warnings(caplog)) == 3
+
+    def test_stale_core_version_skips_comparison(self, loader, caplog, monkeypatch):
+        # Anti-spam guard: a core whose __version__ is below the ecosystem
+        # floor must not warn about every plugin.
+        import src
+        monkeypatch.setattr(src, "__version__", "1.0.0")
+        with caplog.at_level(logging.WARNING, logger="test-loader"):
+            loader._warn_if_incompatible("p", {"min_ledmatrix_version": "2.0.0"})
+        assert not _warnings(caplog)

test/test_testing_mocks.py

@@ -0,0 +1,45 @@
+"""
+Unit tests for src/plugin_system/testing/mocks.py.
+
+MockCacheManager/MockPluginManager stand in for the real production
+managers under the plugin safety harness -- a missing method here isn't a
+harness bug in the abstract, it's a plugin silently failing to render
+under test (confirmed on ledmatrix-leaderboard, which calls
+get_cached_data_with_strategy() and previously hit an AttributeError that
+its own broad except swallowed, producing an empty-but-green render).
+"""
+
+from src.plugin_system.testing.mocks import MockCacheManager
+
+
+class TestMockCacheManagerStrategyMethod:
+    def test_get_cached_data_with_strategy_returns_cached_value(self):
+        cm = MockCacheManager()
+        cm.set("standings_nfl", {"teams": ["KC", "BUF"]})
+        result = cm.get_cached_data_with_strategy("standings_nfl", "sports_live")
+        assert result == {"teams": ["KC", "BUF"]}
+
+    def test_get_cached_data_with_strategy_returns_none_when_missing(self):
+        cm = MockCacheManager()
+        assert cm.get_cached_data_with_strategy("missing_key") is None
+
+    def test_get_cached_data_with_strategy_defaults_data_type(self):
+        cm = MockCacheManager()
+        cm.set("k", "v")
+        assert cm.get_cached_data_with_strategy("k") == "v"
+
+    def test_calls_are_tracked(self):
+        cm = MockCacheManager()
+        cm.get_cached_data_with_strategy("k", "sports_live")
+        assert cm.get_cached_data_with_strategy_calls == [{"key": "k", "data_type": "sports_live"}]
+
+    def test_save_cache_is_readable_via_strategy_lookup(self):
+        cm = MockCacheManager()
+        cm.save_cache("standings_nfl", {"teams": ["KC", "BUF"]})
+        assert cm.get_cached_data_with_strategy("standings_nfl") == {"teams": ["KC", "BUF"]}
+
+    def test_reset_clears_strategy_call_tracking(self):
+        cm = MockCacheManager()
+        cm.get_cached_data_with_strategy("k", "sports_live")
+        cm.reset()
+        assert cm.get_cached_data_with_strategy_calls == []

test/test_vegas_render_pipeline_recompose.py

@@ -0,0 +1,72 @@
+"""
+Regression tests for RenderPipeline.should_recompose()'s pending-updates check.
+
+PR #299 added a check so a plugin's live score/status change (a "pending
+update" in StreamManager) triggers a hot-swap within a few seconds instead
+of waiting for a full scroll cycle to complete. PR #330 (multi-display sync)
+refactored should_recompose() and dropped that check entirely -- not just
+gated behind the new sync-mode deferral it added, but removed outright, so
+even standalone (non-sync) installations silently lost live-refresh and fell
+back to waiting for full cycle boundaries (which, depending on
+min/max_cycle_duration, can be minutes).
+"""
+
+from unittest.mock import MagicMock
+
+from src.vegas_mode.config import VegasModeConfig
+from src.vegas_mode.render_pipeline import RenderPipeline
+
+
+class FakeDisplayManager:
+    width = 64
+    height = 32
+
+
+def _make_pipeline(sync_manager=None):
+    stream_manager = MagicMock()
+    stream_manager.get_buffer_status.return_value = {'staging_count': 0}
+    pipeline = RenderPipeline(VegasModeConfig(), FakeDisplayManager(), stream_manager)
+    pipeline.sync_manager = sync_manager
+    return pipeline, stream_manager
+
+
+class TestShouldRecompose:
+    def test_cycle_complete_always_recomposes(self):
+        pipeline, stream_manager = _make_pipeline()
+        pipeline._cycle_complete = True
+        stream_manager.has_pending_updates_for_visible_segments.return_value = False
+        assert pipeline.should_recompose() is True
+
+    def test_no_pending_updates_no_staging_does_not_recompose(self):
+        pipeline, stream_manager = _make_pipeline()
+        stream_manager.has_pending_updates_for_visible_segments.return_value = False
+        assert pipeline.should_recompose() is False
+
+    def test_pending_updates_on_visible_segment_triggers_recompose(self):
+        """The actual regression: a live-updated plugin currently in view
+        must trigger a recompose instead of waiting for cycle end."""
+        pipeline, stream_manager = _make_pipeline()
+        stream_manager.has_pending_updates_for_visible_segments.return_value = True
+        assert pipeline.should_recompose() is True
+
+    def test_staging_buffer_content_triggers_recompose(self):
+        pipeline, stream_manager = _make_pipeline()
+        stream_manager.get_buffer_status.return_value = {'staging_count': 1}
+        stream_manager.has_pending_updates_for_visible_segments.return_value = False
+        assert pipeline.should_recompose() is True
+
+    def test_sync_active_defers_pending_updates_to_cycle_boundary(self):
+        """Sync-mode deferral (PR #330's actual intent) must still hold:
+        pending updates alone must NOT trigger a mid-cycle hot-swap when a
+        follower display is attached, since that causes a visible
+        freeze+jump on the follower. This must keep working after
+        restoring the non-sync pending-updates check above."""
+        pipeline, stream_manager = _make_pipeline(sync_manager=MagicMock())
+        stream_manager.has_pending_updates_for_visible_segments.return_value = True
+        assert pipeline.should_recompose() is False
+
+    def test_sync_active_still_recomposes_on_cycle_complete(self):
+        pipeline, stream_manager = _make_pipeline(sync_manager=MagicMock())
+        pipeline._cycle_complete = True
+        stream_manager.has_pending_updates_for_visible_segments.return_value = True
+        assert pipeline.should_recompose() is True

web_interface/blueprints/api_v3.py

@@ -329,6 +329,7 @@ def save_schedule_config():
         }
 
         mode = data.get('mode', 'global')
+        schedule_config['mode'] = mode
 
         if mode == 'global':
             # Simple global schedule