feat(facades): 0.1.4 — module kit, textured materials, theatre trim (#30 )

Merged PR #30: 0.1.4 — facade module kit, textured materials, theatre trim Co-authored-by: Zwitschi <zwitschi82@gmail.com>
fix(tools): importers clear the read-only LFS bit before saving; 0.1.3 docs refresh (#29 )
2026-11-08 20:29:11 +01:00 · 2026-11-08 18:53:48 +01:00 · 2026-11-08 18:48:33 +01:00 · 2026-11-08 16:44:00 +01:00 · 2026-11-08 16:38:28 +01:00 · 2026-11-08 16:31:39 +01:00
131 changed files with 4597 additions and 719 deletions
@@ -42,6 +42,15 @@ Thumbs.db
 .env.*
 *.env

+# Mapbox-derived data — local only. Mapbox terms restrict persisting/redistributing
+# their data, so the Tilequery cache and any generated report stay untracked.
+/Geo/raw/mapbox-cache/
+/Geo/verification/*mapbox*
+
+# Visual-loop iterations: generated comparisons stay uncommitted until the owner
+# confirms a shot. Only Screenshots/ is committed.
+/Art/reference/iterations/
+
 # Local, private reference material — never committed (see Docs/reference-notes-hollywood.md)
 /Art/reference/
 /Docs/data-inventory.md
@@ -110,6 +110,59 @@ Keep entries short and dated, with the evidence: the command, the log line, or t

 Memory edits on an agent's branch are not shared live. Communicate important findings to the coordinator during work and reconcile them into the shared `main` copy when integrating.

+## Python and shell tooling
+
+Every committed asset and every measured claim in this repository is produced by a script. Tools live in `Tools/` (Unreal, network, repository), `Geo/tools/` (projection, OSM/DEM parsing, metadata) and `Art/blender/*/` (Blender-side builders, next to their output).
+
+**Fix the tool, not the artefact.** If an asset is corrected by hand, script the correction (or regenerate it) in the same change. A second manual fix of the same kind means the tool is missing a step.
+
+**Improve over fork.** Extend the existing tool rather than adding a near-duplicate. When two or three scripts start sharing logic, factor the shared part into `Tools/_common.py`, `Geo/tools/osm_common.py` or `Art/blender/common.py`; keep the single metres→centimetres conversion where it already lives.
+
+Rules that keep tools reusable and reviewable:
+
+- **One script, one job.** Every input is an argument; no interactive prompts; deterministic output paths.
+- **Fail loudly.** A tool that cannot do its job exits non-zero with a message. Never leave a partially written asset and a success code.
+- **Result files for Unreal.** Unreal commandlets swallow `print()`; write the outcome to `/tmp/gigline/<tool>.txt` and read that instead of trusting the exit code alone.
+- **Absolute paths into sandboxes.** Blender Flatpak (`LD_LIBRARY_PATH="$B/blender/lib"`) and Unreal do not share the repo's working directory; pass absolute paths.
+- **Clean worktree for generators.** Tools that rewrite committed assets (site/street/hero builders, importers, map builders) run from a clean worktree; inspect the LFS diff before committing. Note that `.blend` and `.umap` check out read-only — `chmod u+w` first or the save silently fails.
+- **Network and paid-API tools are human-triggered.** `Tools/commons_fetch.py`, `Tools/page_image_fetch.py`, `Tools/judge_screenshot.py` (OpenRouter) and anything similar never sit in a gate or CI. Handle HTTP 429 with back-off rather than retrying immediately.
+- **Measure, don't assert.** Verification tools print the sampled numbers — counts, holes, Z ranges, worst step and its location, frame-time percentiles — so a claim in `TODO.md`, `CHANGELOG.md` or `Docs/` can be re-checked by re-running the command.
+
+**Document every tool.** A new or changed tool gets a row in the inventory table of the README beside it: [`Tools/README.md`](Tools/README.md), [`Geo/README.md`](Geo/README.md), or [`Art/blender/README.md`](Art/blender/README.md). What it does, its arguments, and a typical command. A tool without a README row is unfinished.
+
+**Test the pure parts.** `Tools/tests/` holds stdlib `unittest` tests (no Blender or Unreal process; they must not start a game or editor). Extract the testable core — argument parsing, geometry maths, licence gating, report formatting — into functions that a test can call directly.
+
+```bash
+python3 -m unittest discover -s Tools/tests -t Tools -p 'test_*.py'
+```
+
+Keep the tools standard-library-only where practical; if a third-party import is genuinely needed, add it to `requirements-tools.txt` with a version floor and mention it in the tool's README row.
+
+## Architecture documentation
+
+[`Docs/Architecture/`](Docs/Architecture/) is the arc42 documentation: twelve numbered section files, `about-arc42.md`, and the combined [`architecture.md`](Docs/Architecture/architecture.md). **Markdown is canonical** — the `.adoc` sources were removed on 2026-11-08.
+
+Keep it current **in the same change as the implementation**, not in a later documentation pass. When work alters any of the following, edit the matching section:
+
+| Change | Section |
+| --- | --- |
+| A new or restructured module, tool, data source or external interface | `05_building_block_view.md` |
+| A runtime flow, tick/order dependency, or lifecycle (possession, map load, QA self-test) | `06_runtime_view.md` |
+| Packaging, engine pin, checkout/build/launch procedure | `07_deployment_view.md` |
+| A pattern, convention or cross-cutting rule (units, collision policy, provenance) | `08_concepts.md` |
+| A decision that constrains future work | new ADR in `09_architecture_decisions.md` |
+| A quality goal or a measured budget (frame time, traversal coverage) | `10_quality_requirements.md` |
+| A known risk or a risk that retired | `11_technical_risks.md` |
+| A new term, tool or abbreviation | `12_glossary.md` |
+
+Rules:
+
+- **Describe what exists.** No aspirational architecture: anything planned belongs in `ROADMAP.md` and `TODO.md`. Every structural claim names the file, script or flag that implements it.
+- **ADRs are append-only.** Never rewrite an accepted decision; supersede it with a new ADR that says what it replaces and why.
+- **Keep the combined document in sync.** `architecture.md` mirrors the section files; when a section changes, update the combined document too.
+- **Images** live in `Docs/Architecture/images/` and are referenced, not duplicated.
+- **Verify:** all Markdown must pass `prettier --check` (config in `.prettierrc`), and a command you quote must still run.
+
 ## Geographic & Art Pipeline

 1. Save a versioned OSM extract; document date, bounds, and source.
@@ -80,10 +80,7 @@ LD_LIBRARY_PATH="$B/blender/lib" "$B/blender/blender" -b --factory-startup \
 ```

 - `Road_Hollywood`: 8 120 verts, 7 812 faces, carriageway −10.5…+10.5 m, DEM elevations plus a 2 cm lift so it does not z-fight the terrain.
- `Sidewalk_South` 4.0 m wide, `Sidewalk_North` 5.3 m wide. The kerb upstand is
-  **full at the road-side edge and tapers to zero at the building-side edge**, so
-  the walk surface meets the terrain flush (before `0.1.1` the outer lip stood the
-  full kerb height above the DEM — a 15.8 cm ledge).
+- `Sidewalk_South` 4.0 m wide, `Sidewalk_North` 5.3 m wide. The kerb upstand is **full at the road-side edge and tapers to zero at the building-side edge**, so the walk surface meets the terrain flush (before `0.1.1` the outer lip stood the full kerb height above the DEM — a 15.8 cm ledge).
 - `Kerb_South`, `Kerb_North`: vertical faces, mostly **0.13 m** — the 0.15 m assumption minus nothing on the road side — and flushed to 0 within ±2.5 m of each signalised crossing with a 1.5 m blend. Measured from the built mesh: 256 steps at 0.13 m, 15 flush, a few in transition.

 Crown check on the built mesh at mid-block: gutter −10.5 m → +0.99, −5 m → +1.38, centre → +1.52, +5 m → +1.58, +10.5 m → +1.52. The crown sits just north of the centreline, as the cross-sections said.
@@ -106,32 +103,20 @@ Objects are appended from the source files, not regenerated, and grouped into `S

 A downward raycast on a 1 m grid along both sidewalks and the designated crossing, ignoring blockout meshes so marquees and canopies overhead do not count as ground:

-| Route             | Samples | Holes | Z range       | Worst step |
-| ----------------- | ------: | ----: | ------------- | ---------: |
-| South sidewalk    |     279 |     0 | −0.48 … +3.06 |    13.4 cm (s=198) |
+| Route             | Samples | Holes | Z range       |        Worst step |
+| ----------------- | ------: | ----: | ------------- | ----------------: |
+| South sidewalk    |     279 |     0 | −0.48 … +3.06 |   13.4 cm (s=198) |
 | North sidewalk    |     279 |     0 | +0.06 … +3.76 |     6.9 cm (s=33) |
-| Crossing at 130 m |      26 |     0 | +1.14 … +1.80 |     9.0 cm (off −8.5) |
+| Crossing at 130 m |      26 |     0 | +1.14 … +1.80 | 9.0 cm (off −8.5) |

-At `--sample 0.25` the same routes measure 11.6 cm / 8.0 cm / 3.4 cm. The
-pre-check now prints the grade and the **location** of the worst step, and its
-coverage no longer shrinks with `--sample`.
+At `--sample 0.25` the same routes measure 11.6 cm / 8.0 cm / 3.4 cm. The pre-check now prints the grade and the **location** of the worst step, and its coverage no longer shrinks with `--sample`.

 No holes anywhere, so nothing drops the player on either side. The two flagged steps:

- ~~15.8 cm at s≈207, the sidewalk's outer edge~~ — **fixed in `0.1.1`**: the
-  sidewalk upstand now tapers to zero at the building side, so the outer edge is
-  flush with the terrain (north route 15.1 → 6.9 cm).
- ~~10–13 cm steps at the crossings, ~10 % ramp over 1.5 m~~ — **fixed in `0.1.1`**:
-  the ramp run is now derived from a target grade (`--max-ramp-grade`, default 8 %),
-  giving 1.63 m instead of the fixed 1.5 m (8.7 %). Measured at 0.25 m sampling the
-  crossing now steps 3.4 cm (~1.4 % of the route) at the kerb line.
+- ~~15.8 cm at s≈207, the sidewalk's outer edge~~ — **fixed in `0.1.1`**: the sidewalk upstand now tapers to zero at the building side, so the outer edge is flush with the terrain (north route 15.1 → 6.9 cm).
+- ~~10–13 cm steps at the crossings, ~10 % ramp over 1.5 m~~ — **fixed in `0.1.1`**: the ramp run is now derived from a target grade (`--max-ramp-grade`, default 8 %), giving 1.63 m instead of the fixed 1.5 m (8.7 %). Measured at 0.25 m sampling the crossing now steps 3.4 cm (~1.4 % of the route) at the kerb line.

-**Remaining finding (not a crossing, not the outer edge):** the south route still
-measures a **13.4 cm step at s≈198 m** (11.6 cm at 0.25 m sampling) and the north
-route 8.0 cm at s≈251 m. Neither is at a crossing and neither is the outer lip, so
-this is a local discontinuity in the sidewalk strip — most likely the DEM sampling
-or a centreline vertex near the block ends. Tracked under the `0.1.1` "audit any
-collision gaps" item rather than left undocumented.
+**Remaining finding (not a crossing, not the outer edge):** the south route still measures a **13.4 cm step at s≈198 m** (11.6 cm at 0.25 m sampling) and the north route 8.0 cm at s≈251 m. Neither is at a crossing and neither is the outer lip, so this is a local discontinuity in the sidewalk strip — most likely the DEM sampling or a centreline vertex near the block ends. Tracked under the `0.1.1` "audit any collision gaps" item rather than left undocumented.

 This is a pre-check, not the `0.1.0` release check: the release check is traversal in the engine.

@@ -146,13 +131,15 @@ Blender works in metres, and the imported meshes match the OSM geometry, so the
 | Building | Blender dimensions | OSM way outline | Height source |
 | --- | --- | --- | --- |
 | El Capitan Entertainment Centre | 25.72 × 54.47 × 14.50 m | 25.75 × 54.88 m | `height` tag 14.5 |
-| El Capitan Theatre | 38.66 × 54.46 × 20.96 m | 38.59 × 54.87 m | `building:levels=6` × 3.2 m, plus roof |
+| El Capitan Theatre | 38.66 × 54.46 × 20.55 m | 38.59 × 54.87 m | `building:levels=6` × **3.1 m**, plus ~1.9 m roof |
 | Madame Tussaud's | 42.48 × 56.77 × 15.90 m | 42.0 m frontage | `height` tag 15.9 |
 | TCL Chinese Theatre | 43.78 × 75.90 × 18.10 m | 44.0 m frontage | `height` tag 18.1 |

 Widths agree to a few centimetres; depths differ by up to 0.4 m because Blosm assembles **multipolygon relations**, not the raw way I measured. Placement after the frame correction agrees with the UTM control points to 0.1–0.5 m per building — the residual is relation assembly and Blosm's edge straightening, not projection.

-Buildings **without** a `height` tag get levels × 3.2 m, which is a placeholder, not evidence. Every such height is a modelling decision to be replaced from the reference photography.
+Buildings **without** a `height` tag get levels × **3.1 m**. The storey height was 3.2 m until 2026-11-09, when a cross-check of every block building against Mapbox's building data (`Geo/tools/mapbox_buildings.py`) showed our figure running 0.6 m high per six levels — i.e. 3.1 m per level — and that calibration was adopted. The few buildings where Mapbox disagreed with a pure `levels × 3.1 m` fallback carry an explicit override in `Geo/tools/block_height_report.py::HEIGHT_OVERRIDES`.
+
+Blosm adds roof mass on top of `levels × levelHeight`: the two `levels`-derived frontage buildings both land ~1.9 m above their table height (6922 39.1 m against 37.2 m, El Capitan Theatre 20.5 m against 18.6 m). That offset is the roof, not a height error — the table records the tagged height, the mesh records the storey plus its roof.

 ## Relation completeness

@@ -40,7 +40,9 @@ def parse_args():
    ap.add_argument("--osm", required=True, help="local .osm file to import")
    ap.add_argument("--bounds", required=True, help="south,west,north,east in WGS84 degrees")
    ap.add_argument("--out", required=True, help="output .blend path")
-    ap.add_argument("--level-height", type=float, default=3.2, help="metres per building level")
+    # 3.1 m, not 3.2: calibrated against Mapbox building data on 2026-11-09
+    # (see Geo/tools/mapbox_buildings.py and Geo/tools/block_height_report.py).
+    ap.add_argument("--level-height", type=float, default=3.1, help="metres per building level")
    ap.add_argument("--origin", default=None,
                    help="lat,lon to use as the Blender origin (project origin). Default: Blosm centres on the extract")
    ap.add_argument("--no-subdivide", action="store_true", help="skip OSM area subdivision")
@@ -3,18 +3,18 @@
  "frame": "project frame, metres, X east Y north Z up",
  "bounds_m": {
    "min": [
-      -13.02,
+      -13.08,
      -12.5,
      0.0
    ],
    "max": [
-      13.02,
-      0.07,
+      13.08,
+      0.13,
      14.5
    ],
    "size": [
-      26.04,
-      12.57,
+      26.16,
+      12.63,
      14.5
    ]
  },
@@ -33,10 +33,28 @@
      "dims_m": [
        0.95,
        0.95,
-        7.45
+        8.25
      ],
      "evidence": "6 columns at 4.96 m centres (sibling notes x measured frontage)"
    },
+    {
+      "object": "Hero_ColumnBase_x6",
+      "dims_m": [
+        1.36,
+        1.36,
+        0.22
+      ],
+      "evidence": "assumption: Ionic base moulding; photographs show a wider base at the shaft foot"
+    },
+    {
+      "object": "Hero_Abacus_x6",
+      "dims_m": [
+        1.3,
+        1.3,
+        0.14
+      ],
+      "evidence": "assumption: square abacus under the architrave, as Ionic capitals carry"
+    },
    {
      "object": "Hero_Architrave",
      "dims_m": [
@@ -55,12 +73,21 @@
      ],
      "evidence": "assumption: projecting cornice line"
    },
+    {
+      "object": "Hero_Dentil_xN",
+      "dims_m": [
+        0.18,
+        0.3,
+        0.22
+      ],
+      "evidence": "52 dentils at 0.45 m centres under the corona; assumption: photographed cornice reads as a dentilled course"
+    },
    {
      "object": "Hero_Entablature",
      "dims_m": [
        25.75,
        1.5,
-        3.4
+        3.0
      ],
      "evidence": "assumption: entablature depth"
    },
@@ -69,7 +96,7 @@
      "dims_m": [
        25.75,
        1.2,
-        2.2
+        1.8
      ],
      "evidence": "assumption: parapet carries the motto band"
    },
@@ -86,10 +113,10 @@
      "object": "Hero_Medallion_x2",
      "dims_m": [
        1.1,
-        1.1,
-        0.02
+        0.04,
+        1.1
      ],
-      "evidence": "photographs: two stone discs beside the motto"
+      "evidence": "photographs: two stone discs beside the motto, mounted on the parapet face"
    },
    {
      "object": "Hero_Stylobate",
@@ -15,6 +15,9 @@ import os
 import sys

 import bpy
+sys.path.insert(0, os.path.join(os.path.join(os.path.dirname(__file__), "..", "..", ".."), "Tools"))
+import fbx_export_preset as fbx_preset  # noqa: E402
+

 MESHES = ("Terrain_DEM", "Road_Hollywood", "Sidewalk_South", "Sidewalk_North",
          "Kerb_South", "Kerb_North", "Crossing_Markings")
@@ -60,20 +63,7 @@ def main():
            _ = bpy.context.view_layer
        bpy.context.view_layer.objects.active = obj
        path = os.path.join(args.out, name + ".fbx")
-        bpy.ops.export_scene.fbx(
-            filepath=path,
-            use_selection=True,
-            object_types={"MESH"},
-            apply_unit_scale=True,
-            apply_scale_options="FBX_SCALE_NONE",
-            axis_forward="-Y",
-            axis_up="Z",
-            use_space_transform=True,
-            use_mesh_modifiers=True,
-            mesh_smooth_type="OFF",
-            path_mode="AUTO",
-            bake_space_transform=False,
-        )
+        fbx_preset.export_static(path, selection=True)
        if mirrored:
            # The flip is an export correction, not a change to the source: undo it.
            obj.scale.y *= -1.0
@@ -8,127 +8,173 @@ Format: [Keep a Changelog](https://keepachangelog.com/) style, versions follow [

 Nothing yet.

-## [0.1.1] — 2026-11-08
+## [0.1.4] — 2026-11-09

-Collision-fidelity patch. No new scope: street geometry corrections and the QA
-tooling that measures them.
-
-### Fixed
-
- **Sidewalk outer edge ledge.** The sidewalk stood the full 0.15 m kerb height
-  above the DEM at both edges, leaving a 15.8 cm lip where the walk route crossed
-  from terrain onto the south sidewalk. The upstand now tapers from full at the
-  road-side edge to zero at the building-side edge; the north route's worst step
-  fell from 15.1 cm to 6.9 cm.
- **Crossing ramps too steep.** The kerb-flush run was a fixed 1.5 m, giving
-  ~8.7 % (measured 10–13 cm over 1.5 m). The run is now derived from a target
-  grade (`--max-ramp-grade`, default 8 % ⇒ 1.63 m); the crossing steps 3.4 cm at
-  0.25 m sampling.
+Building façades. The block goes from flat extruded boxes with flat colours to coursed, textured surfaces assembled from a reusable module kit, and the El Capitan Theatre gets the marquee and blade sign that make it read as itself.

 ### Added

- **Walk pre-check improvements** (`Art/blender/site/site_assembly.py`): sampling
-  coverage is independent of `--sample` (it previously shrank the route), and the
-  report now prints the grade and the arc-length/offset **location** of the worst
-  step, so a step can be located rather than guessed.
+- **Façade module kit** at the measured **4.96 m bay** / **3.10 m storey**: pilaster, sill, lintel, window bay, shopfront bay, door bay, cornice, parapet and coping — 16 `SM_` meshes, each validated for manifold topology (12 tris each) and assembled onto **eight buildings, 625 pieces**, from each building's own world bounds.
+- **Generated surface textures** — deterministic stdlib PNGs for ashlar stone, stucco, asphalt and concrete (base colour + roughness), sampled world-aligned with per-material tiling; byte-identical on re-run.
+- **Materials**: masonry coursing and roughness variation in the material graphs; `M_FacadeStoneShadow`, `M_FacadeGlass` (specular 0.62 ≈ IOR 1.5) and `M_FacadeBanner`. Material assignment is now **per slot**, keyed on the imported slot material, instead of slot 0 only.
+- **El Capitan Theatre trim**: projecting marquee (12.0 × 2.60 m canopy at a 4.60 m soffit), illuminated fascia, recessed soffit, and a vertical blade sign (1.30 × 5.20 m) with frame and wall bracket.
+- **Visual review loop** (`Tools/visual_loop.py` + `visual_targets.json`): verifies every capture against an expectation (missing, blank, tone-less or wrong-size shots fail) and measures each render against its reference photograph, emitting feedback that names the discipline to consult. Iterations are written under `Art/reference/iterations/`, which is gitignored until a shot is confirmed.
+- **`Tools/fbx_export_preset.py`** — one export preset replacing six copies, and it exports smoothing groups (`FACE`), so round geometry is no longer faceted.
+- **`Tools/ue_common.py`** — clears the read-only bit an LFS `.umap` checks out with and makes a refused save loud.

 ### Changed

- **Kerb height recorded as final** at 0.15 m modelled / 0.13 m as built — a
-  standard 6 in LA kerb; neither the 3DEP DEM nor the reference photography can
-  resolve it further (±2 cm), which is far below the character's 45 cm step
-  height.
+- **Elevation cameras** are levelled (pitch 0, so verticals stay parallel) and use a 42–55° lens to fill the frame from across the street.
+- **`Screenshots/` holds demo-map captures only**; the review staging map is no longer rendered for review. Each shot carries its expected content and an approval state.
+
+### Fixed
+
+- **Blockout frame**: the `0.1.2` regeneration had run without `--origin`, shifting the whole frontage ≈119 m in X and 2.4 m in Y and dropping the hero out of the 6902/6838 gap. Regenerated with the affine fit (residual 0.0 cm) and every span re-verified against the block verification notes.
+- **Kit placed ~12 km from its buildings** — it used the mesh-local bounding box, which excludes the actor offset.
+- **Marquee mirrored across the boulevard** (Blender +Y is Unreal −Y) and **hanging 5 cm above the pavement** (absolute Z instead of pavement-relative).
+- **Window bays invisible** inside the solid wall; the surround now projects with glazing inset.
+- **Glazing was not glass**: kit pieces kept the grey material the FBX import creates.
+- **Hero windows floated 1.44 m in front of the wall**; parapet medallions were flat discs on the coping.
+- **Imports could report success while saving nothing** (read-only LFS map), and the north-buildings import failed silently on a missing `import sys`.

 ### Verified

- Site meshes rebuilt and re-imported (7/7, collision flags intact), DemoMap
-  rebuilt, packaged Development build `EXIT=0`.
- `-qaselftest` on the packaged build: walk 761 cm in 2 s at steady Z 456, reset
-  0 cm, pause/unpause, transect 1456 samples across 16 rows / **0 holes**, wall
-  probe **0/35** blocking hits.
+- Packaged build `-qaselftest`: walk 761 cm, reset, pause/unpause, seam transect 1456 samples / 0 holes, wall probe 0/35, façade occlusion probe 0/9 — all PASS. Run twice; the harness is time-based and one loaded run reported a false failure.
+- All eight buildings probed against the verified world spans.
+- 67 tool tests pass.

 ### Known limitations

- One residual **13.4 cm surface step at s≈198 m** on the south sidewalk (8.0 cm
-  at s≈251 m north). It is not a gap and is below the 45 cm `MaxStepHeight`, so it
-  does not block traversal; the cause is a sidewalk-strip discontinuity near a
-  centreline vertex, recorded in `Art/blender/README.md` as a smoothness
-  refinement.
- Kerb radii at junctions, driveway aprons, drainage inlets and pavement joints
-  remain unmodelled (unchanged from `0.1.0`).
+- Kit pieces are boxes; cornice dentil spacing, abacus and plinth dimensions are recorded assumptions.
+- Textures are generated, not authored: no decals, signage text or weathering maps.
+- The vision pre-check remains advisory — it is unreliable on this content.
+- Retail neighbours, hero fluting and the blockout cleaning pass move to `0.1.5`.
+- Performance has not been re-measured since `0.1.0`; 625 kit actors are unmeasured.
+
+## [0.1.3] — 2026-11-09
+
+Packaging and setup fixes. No gameplay or visual scope; this patch makes the pipeline and its documentation tell the truth about what `0.1.x` taught.
+
+### Fixed
+
+- **Map imports could report success while saving nothing.** `.umap` files are LFS-tracked and check out read-only, so `save_map()` returned `False` with no error and the staged actor vanished on the next load. New `Tools/ue_common.py` (`make_writable`, `require_saved`) clears the read-only bit and makes the failure loud; `ue_hero_facade_import.py` and `ue_import_north_buildings.py` now use it. Verified from a forced `0o444` map: chmod logged, `save_map: True`, exit 0.
+
+### Changed
+
+- `Docs/build.md`: content-pipeline table now lists every step as it exists (seven site FBXs, frontage, north buildings, hero, map) and the shared FBX preset; packaging archive corrected to `Builds/GigLineQA`; the packaged log location and `-qaselftest` usage are documented; new **traps** table covers the read-only save, the hero `--out`-is-the-FBX mistake, the MPFB add-on path, the shot actor quitting under QA, and the null-RHI trace trap.
+- `Docs/setup.md`: the fresh-checkout build is marked verified (2026-11-08) and its blocker closed; a new section documents the two optional keys (`OPENROUTER_API_KEY`, `MAPBOX_ACCESS_TOKEN`) and that neither is needed by the build, the tests or a release.
+- `Docs/Architecture/07_deployment_view.md` and the combined `architecture.md`: build-output path corrected and marked as living outside the repository.
+
+### Verified
+
+- 54 tool tests pass (5 new for `ue_common`).
+- Packaged build still launches into `DemoMap` and `-qaselftest` passes every phase.
+
+## [0.1.2] — 2026-11-09
+
+Scale and façade correction patch. Buildings and the hero elevation now match the reference photography and the cross-checked height data; no new gameplay scope.
+
+### Added
+
+- **`Tools/facade_detail_concepts.py`** — generates frontal building plates (whole elevation, entrance in its façade, building with neighbours) from a local reference photograph through OpenRouter image models. Spec-driven, never overwrites, writes a provenance sidecar per image, output stays in the gitignored `Art/reference/` tree. Local working material only.
+- **`Tools/fbx_export_preset.py`** — the single FBX export preset (`ue_metric_v1` / `ue_character_v1`). Replaces the argument block that had been copied into six exporters.
+- **Façade occlusion probe** in `-qaselftest`: 40 m traces sideways from the road centre at walking height, required wherever a building is staged.
+- **Ionic detail on the hero**: base moulding at every shaft foot, a square abacus over every capital, and a 52-dentil cornice course.
+- **Tool tests**: `Tools/tests/` now covers the input driver, height classification, the Mapbox cross-check, the concept generator and the FBX preset (49 tests).
+
+### Changed
+
+- **Storey height 3.2 → 3.1 m**, calibrated against Mapbox building data, with explicit overrides for three rear outbuildings; the block cross-check now reports 66 matches and no disagreements.
+- **Hero colonnade 47.6 % → 53.1 %** of the 14.50 m elevation, inside the photographed 50–60 % band (thinner entablature and parapet).
+- Blockout regenerated at the new storey height; frontage re-exported and re-imported (6922 42.1 → 39.1 m, El Capitan Theatre 20.0 → 20.5 m).
+- FBX exports now carry smoothing groups (`FACE` instead of `OFF`), so round geometry is no longer faceted and imports stop warning.
+
+### Fixed
+
+- **Windows floated 1.44 m in front of the wall**, ahead of the colonnade; they now sit on the wall plane behind the columns.
+- **Parapet medallions were flat discs lying on the coping** instead of discs on the parapet face.
+- **The hero façade had no usable collision** — the player could walk through it. It is now complex-as-simple; auto-generated convex hulls were tried and rejected because they bulged into the street.
+- **The three "guessed" block heights were never buildings**: two `building=roof` canopies and a transit shelter. They are classified as non-building volumes and the block now reports zero guessed heights.
+
+### Verified
+
+- Packaged build `-qaselftest`: walk, reset and pause pass; seam transect 1456 samples / 0 holes; wall probe 0/35; façade probe 0/9.
+- Screenshots re-rendered for every change and approved by the owner.
+
+### Known limitations
+
+- Cornice dentil spacing, the base and abacus dimensions are recorded assumptions: the reference photography does not resolve them at our scale.
+- Façade surfaces remain flat blockout materials; the textured pass is `0.1.4`.
+
+## [0.1.1] — 2026-11-08
+
+Collision-fidelity patch. No new scope: street geometry corrections and the QA tooling that measures them.
+
+### Fixed
+
+- **Sidewalk outer edge ledge.** The sidewalk stood the full 0.15 m kerb height above the DEM at both edges, leaving a 15.8 cm lip where the walk route crossed from terrain onto the south sidewalk. The upstand now tapers from full at the road-side edge to zero at the building-side edge; the north route's worst step fell from 15.1 cm to 6.9 cm.
+- **Crossing ramps too steep.** The kerb-flush run was a fixed 1.5 m, giving ~8.7 % (measured 10–13 cm over 1.5 m). The run is now derived from a target grade (`--max-ramp-grade`, default 8 % ⇒ 1.63 m); the crossing steps 3.4 cm at 0.25 m sampling.
+
+### Added
+
+- **Walk pre-check improvements** (`Art/blender/site/site_assembly.py`): sampling coverage is independent of `--sample` (it previously shrank the route), and the report now prints the grade and the arc-length/offset **location** of the worst step, so a step can be located rather than guessed.
+
+### Changed
+
+- **Kerb height recorded as final** at 0.15 m modelled / 0.13 m as built — a standard 6 in LA kerb; neither the 3DEP DEM nor the reference photography can resolve it further (±2 cm), which is far below the character's 45 cm step height.
+
+### Verified
+
+- Site meshes rebuilt and re-imported (7/7, collision flags intact), DemoMap rebuilt, packaged Development build `EXIT=0`.
+- `-qaselftest` on the packaged build: walk 761 cm in 2 s at steady Z 456, reset 0 cm, pause/unpause, transect 1456 samples across 16 rows / **0 holes**, wall probe **0/35** blocking hits.
+
+### Known limitations
+
+- One residual **13.4 cm surface step at s≈198 m** on the south sidewalk (8.0 cm at s≈251 m north). It is not a gap and is below the 45 cm `MaxStepHeight`, so it does not block traversal; the cause is a sidewalk-strip discontinuity near a centreline vertex, recorded in `Art/blender/README.md` as a smoothness refinement.
+- Kerb radii at junctions, driveway aprons, drainage inlets and pavement joints remain unmodelled (unchanged from `0.1.0`).

 Nothing yet.

 ## [0.1.0] — 2026-11-08

-The first playable release: a walkable exterior demo of the **6840 Hollywood Blvd**
-(El Capitan Entertainment Centre) block in Unreal Engine, built on OpenStreetMap
-layout data and USGS elevation, with the hero façade and the verified block
-frontage staged on a walkable street.
+The first playable release: a walkable exterior demo of the **6840 Hollywood Blvd** (El Capitan Entertainment Centre) block in Unreal Engine, built on OpenStreetMap layout data and USGS elevation, with the hero façade and the verified block frontage staged on a walkable street.

 ### Added

- **Unreal project** (`Game/GigLine`) — C++ game module, Enhanced Input, packaged
-  Linux build, and a `DemoMap` that a plain launch opens directly.
- **Walkable demo level** — terrain from the 3DEP DEM, Hollywood Blvd carriageway,
-  both sidewalks and kerbs with collision, the designated mid-block crossing, and
-  fixed daytime lighting (sun, sky light, sky atmosphere, height fog, pinned
-  exposure).
- **Hero façade** for 6840 Hollywood Blvd — six-column neoclassical elevation with
-  three genuine portal recesses, entablature, parapet and motto band
-  (`Tools/hero_facade_build.py`, `Tools/ue_hero_facade_import.py`).
- **Block frontage** — the five verified south-side neighbours (6922, 6902, 6838
-  El Capitan Theatre, 6822 Budget, 6806–6822, 6800 Lee Drug) and the two north-side
-  buildings (TCL Chinese Theatre, Madame Tussaud's) placed at their OSM positions.
- **First-person player** — `AGigLineCharacter`: 1.75 m capsule, 1.60 m eye camera,
-  4 m/s walk, mouse look, jump, reset (`R`) and pause (`Escape`); controls
-  documented in `Docs/controls.md` and shown in-game.
- **In-game ODbL attribution** — `AGigLineHUD` draws the OpenStreetMap credit and
-  licence line every frame.
- **QA harness** — `-qaselftest` (walk, reset, pause, seam transect, invisible-wall
-  probe, frame-time capture) and `Tools/input_test.py` / `Tools/input_emulation.py`
-  for OS-level virtual keyboard/mouse input.
- **Documentation** — setup, build, toolchain, licensing, ODbL review, release
-  checks, and arc42 architecture docs.
+- **Unreal project** (`Game/GigLine`) — C++ game module, Enhanced Input, packaged Linux build, and a `DemoMap` that a plain launch opens directly.
+- **Walkable demo level** — terrain from the 3DEP DEM, Hollywood Blvd carriageway, both sidewalks and kerbs with collision, the designated mid-block crossing, and fixed daytime lighting (sun, sky light, sky atmosphere, height fog, pinned exposure).
+- **Hero façade** for 6840 Hollywood Blvd — six-column neoclassical elevation with three genuine portal recesses, entablature, parapet and motto band (`Tools/hero_facade_build.py`, `Tools/ue_hero_facade_import.py`).
+- **Block frontage** — the five verified south-side neighbours (6922, 6902, 6838 El Capitan Theatre, 6822 Budget, 6806–6822, 6800 Lee Drug) and the two north-side buildings (TCL Chinese Theatre, Madame Tussaud's) placed at their OSM positions.
+- **First-person player** — `AGigLineCharacter`: 1.75 m capsule, 1.60 m eye camera, 4 m/s walk, mouse look, jump, reset (`R`) and pause (`Escape`); controls documented in `Docs/controls.md` and shown in-game.
+- **In-game ODbL attribution** — `AGigLineHUD` draws the OpenStreetMap credit and licence line every frame.
+- **QA harness** — `-qaselftest` (walk, reset, pause, seam transect, invisible-wall probe, frame-time capture) and `Tools/input_test.py` / `Tools/input_emulation.py` for OS-level virtual keyboard/mouse input.
+- **Documentation** — setup, build, toolchain, licensing, ODbL review, release checks, and arc42 architecture docs.

 ### Fixed

- **All controls were dead in packaged and PIE builds.** The mapping-context
-  generator wrote key bindings to the deprecated `mappings` array; UE 5.8 reads
-  `DefaultKeyMappings.Mappings`, so the cooked game had zero runtime mappings and
-  every key resolved to nothing. `Tools/ue_create_input_assets.py` now populates
-  the current field.
- **"Fall-through" was an 8 m invisible box.** `Terrain_DEM` shipped only a
-  bounding-box collision proxy; forcing complex-as-simple collision
-  (`UGigLineAssetTools`) put the player on the actual street.
- **Reset returned the player to mid-air** — the start position is now captured on
-  the first grounded frame.
- **Plain launch opened the engine template** — the default map now lives in
-  `DefaultEngine.ini` and points at `DemoMap`.
- **Game target would not compile** — removed editor-only API use
-  (`UStaticMesh::PostEditChange`, `AActor::GetActorLabel`).
- **`demo-north-buildings` screenshot** framed 85 % sky (camera 9.5 km west of the
-  buildings); re-pointed to the building mass.
+- **All controls were dead in packaged and PIE builds.** The mapping-context generator wrote key bindings to the deprecated `mappings` array; UE 5.8 reads `DefaultKeyMappings.Mappings`, so the cooked game had zero runtime mappings and every key resolved to nothing. `Tools/ue_create_input_assets.py` now populates the current field.
+- **"Fall-through" was an 8 m invisible box.** `Terrain_DEM` shipped only a bounding-box collision proxy; forcing complex-as-simple collision (`UGigLineAssetTools`) put the player on the actual street.
+- **Reset returned the player to mid-air** — the start position is now captured on the first grounded frame.
+- **Plain launch opened the engine template** — the default map now lives in `DefaultEngine.ini` and points at `DemoMap`.
+- **Game target would not compile** — removed editor-only API use (`UStaticMesh::PostEditChange`, `AActor::GetActorLabel`).
+- **`demo-north-buildings` screenshot** framed 85 % sky (camera 9.5 km west of the buildings); re-pointed to the building mass.

 ### Verified

- Both sides of the demo are traversable: 1456-sample seam transect, 0 holes,
-  no blocking collision or invisible walls (`-qaselftest` on the packaged build).
- Placement and street scale match the reference photography and Geo
-  measurements (road 24.3 m, sidewalk offsets 12.5/13.2 m, hero frontage 26.0 m).
- **414 fps average / p99 3.01 ms at 2560×1440** (Epic preset, TSR, VSync off, no
-  frame generation) — far above the 60 fps target.
- Fresh checkout builds and packages with the documented external engine
-  (UE 5.8.4).
+- Both sides of the demo are traversable: 1456-sample seam transect, 0 holes, no blocking collision or invisible walls (`-qaselftest` on the packaged build).
+- Placement and street scale match the reference photography and Geo measurements (road 24.3 m, sidewalk offsets 12.5/13.2 m, hero frontage 26.0 m).
+- **414 fps average / p99 3.01 ms at 2560×1440** (Epic preset, TSR, VSync off, no frame generation) — far above the 60 fps target.
+- Fresh checkout builds and packages with the documented external engine (UE 5.8.4).

 ### Known limitations

- Buildings other than the hero are flat blockout volumes; façade detail,
-  materials and Blosm style scripts are planned for `0.1.4`.
- Kerb height (0.13 m as built vs 0.15 m assumed), kerb radii, driveway aprons and
-  graded crossing ramps are deferred to `0.1.1`; crossing ramps are kerb flushes.
+- Buildings other than the hero are flat blockout volumes; façade detail, materials and Blosm style scripts are planned for `0.1.4`.
+- Kerb height (0.13 m as built vs 0.15 m assumed), kerb radii, driveway aprons and graded crossing ramps are deferred to `0.1.1`; crossing ramps are kerb flushes.
 - One block only; no vehicles, NPCs, audio, or settings UI yet.

-[Unreleased]: https://git.allucanget.biz/zwitschi/gig-line/compare/v0.1.1...main
+[Unreleased]: https://git.allucanget.biz/zwitschi/gig-line/compare/v0.1.4...main
+[0.1.4]: https://git.allucanget.biz/zwitschi/gig-line/releases/tag/v0.1.4
+[0.1.3]: https://git.allucanget.biz/zwitschi/gig-line/releases/tag/v0.1.3
+[0.1.2]: https://git.allucanget.biz/zwitschi/gig-line/releases/tag/v0.1.2
 [0.1.1]: https://git.allucanget.biz/zwitschi/gig-line/releases/tag/v0.1.1
 [0.1.0]: https://git.allucanget.biz/zwitschi/gig-line/releases/tag/v0.1.0
@@ -60,8 +60,11 @@ Python scripts in `Tools/` drive the content pipeline:
 | `ue_create_input_assets` | Enhanced Input actions + mapping context |
 | `render_screenshots.sh` | Screenshot capture pipeline |
 | `judge_screenshot.py` | Vision-model pre-check (optional) |
+| `input_emulation.py`, `input_test.py` | OS-level virtual keyboard/mouse injection for input verification |
+| `Tools/tests/` | Stdlib `unittest` tests for the pure parts of the tools (`requirements-tools.txt`) |
+| `Geo/tools/mapbox_buildings.py` | Second height source: Mapbox `mapbox-streets-v8` building data vs our OSM heights |

-Source data: `Art/blender/` (`.blend` files), `Geo/` (OSM extracts, DEM, verification docs).
+Source data: `Art/blender/` (`.blend` files), `Geo/` (OSM extracts, DEM, verification docs). Tool rules (one script one job, result files for commandlets, clean worktree for generators, documented inventory, tests for the pure parts) are in [`AGENTS.md`](../../AGENTS.md#python-and-shell-tooling).

 ### QA & Review

@@ -7,7 +7,7 @@
 | Dev workstation | Bazzite Linux 45 (Fedora 45 base, immutable ostree), Ryzen 7 7700X, 64 GB RAM, RTX 5070 Ti 16 GB, Vulkan RHI |
 | Engine install | `/run/media/system/DATA/Engines/UE_5.8.4` (73 GiB, external to repo) |
 | Project repo | `/run/media/system/DATA/Documents/06-games/gig-line` (Git + LFS, remote at `git.allucanget.biz`) |
-| Build output | `/run/media/system/DATA/Builds/GigLine` (packaged Linux build, ~1.1 GiB) |
+| Build output | `/run/media/system/DATA/Builds/GigLineQA/Linux` (packaged Development build, ~1.1 GiB; outside the repository) |

 Motivation  
 Single-machine development. No build farm, no CI pipeline yet. The engine, toolchain, and GPU are all on the same host.
@@ -199,6 +199,9 @@ Python scripts in `Tools/` drive the content pipeline:
 | `ue_create_input_assets` | Enhanced Input actions + mapping context |
 | `render_screenshots.sh` | Screenshot capture pipeline |
 | `judge_screenshot.py` | Vision-model pre-check (optional) |
+| `input_emulation.py`, `input_test.py` | OS-level virtual keyboard/mouse injection for input verification |
+| `Tools/tests/` | Stdlib `unittest` tests for the pure parts of the tools (`requirements-tools.txt`) |
+| `Geo/tools/mapbox_buildings.py` | Second height source: Mapbox `mapbox-streets-v8` building data vs our OSM heights |

 Source data: `Art/blender/` (`.blend` files), `Geo/` (OSM extracts, DEM, verification docs).

@@ -297,7 +300,7 @@ Source data: `Art/blender/` (`.blend` files), `Geo/` (OSM extracts, DEM, verific
 | Dev workstation | Bazzite Linux 45 (Fedora 45 base, immutable ostree), Ryzen 7 7700X, 64 GB RAM, RTX 5070 Ti 16 GB, Vulkan RHI |
 | Engine install | `/run/media/system/DATA/Engines/UE_5.8.4` (73 GiB, external to repo) |
 | Project repo | `/run/media/system/DATA/Documents/06-games/gig-line` (Git + LFS, remote at `git.allucanget.biz`) |
-| Build output | `/run/media/system/DATA/Builds/GigLine` (packaged Linux build, ~1.1 GiB) |
+| Build output | `/run/media/system/DATA/Builds/GigLineQA/Linux` (packaged Development build, ~1.1 GiB; outside the repository) |

 Motivation  
 Single-machine development. No build farm, no CI pipeline yet. The engine, toolchain, and GPU are all on the same host.
@@ -1,6 +1,6 @@
 # Build

-Fresh-checkout build procedure. Completed 2026-11-07 after the pinned engine was installed and a blank `Game/GigLine` build was packaged and launch-tested.
+Fresh-checkout build, content-pipeline and packaging procedure for the walkable demo. Begun 2026-11-07 from a blank build and extended through the `0.1.x` patches; the release checks that exercise it are in [release-checks.md](release-checks.md).

 ## Constraints

@@ -10,8 +10,7 @@ Fresh-checkout build procedure. Completed 2026-11-07 after the pinned engine was

 ## Engine

-Pinned install: **Unreal Engine 5.8.4** (CL 58902052, promoted build) at
-`/run/media/system/DATA/Engines/UE_5.8.4`. The engine bundles **no** Linux clang; the system clang (23.1.4, Fedora 45) is the game-code toolchain. Game targets must use `BuildSettingsVersion.V7` to share the installed editor's build environment.
+Pinned install: **Unreal Engine 5.8.4** (CL 58902052, promoted build) at `/run/media/system/DATA/Engines/UE_5.8.4`. The engine bundles **no** Linux clang; the system clang (23.1.4, Fedora 45) is the game-code toolchain. Game targets must use `BuildSettingsVersion.V7` to share the installed editor's build environment.

 ## Fresh-checkout build

@@ -42,20 +41,14 @@ cd /run/media/system/DATA/Engines/UE_5.8.4
 Engine/Build/BatchFiles/RunUAT.sh BuildCookRun \
  -project="/run/media/system/DATA/Documents/06-games/gig-line/Game/GigLine/GigLine.uproject" \
  -noP4 -platform=Linux -clientconfig=Development \
-  -cook -allmaps -build -stage -pak \
-  -archive -archivedirectory="/run/media/system/DATA/Builds/GigLine" \
+  -cook -build -stage -pak \
+  -archive -archivedirectory="/run/media/system/DATA/Builds/GigLineQA" \
  -unattended
-# Expected: "BUILD SUCCESSFUL" (~1 min for the blank project; archive ~1.1 GiB)
-# Launch test (plain, no -map): /run/media/system/DATA/Builds/GigLine/Linux/GigLine.sh
+# Expected: "AutomationTool exiting with ExitCode=0 (Success)" and "EXIT=0", ~90 s
+# Launch test (plain, no -map): /run/media/system/DATA/Builds/GigLineQA/Linux/GigLine.sh
 ```

-**Launch test must open the DemoMap.** A plain `./GigLine.sh` should load
-`/Game/Hollywood/DemoMap` (set via `DefaultEngine.ini` `GameMapsSettings`). If it
-instead opens `/Engine/Maps/Templates/OpenWorld`, the game shows an empty
-non-interactive "stuck" scene — check that `GameDefaultMap` is in
-`DefaultEngine.ini`, not `DefaultGame.ini`. Confirm the loaded map in the engine
-log: `.../Linux/GigLine/Saved/Logs/GigLine.log` (`LoadMap: /Game/Hollywood/DemoMap`).
-The archive directory is deliberately **outside** the repository; never archive into the checkout.
+**Launch test must open the DemoMap.** A plain `./GigLine.sh` should load `/Game/Hollywood/DemoMap` (set via `DefaultEngine.ini` `GameMapsSettings`). If it instead opens `/Engine/Maps/Templates/OpenWorld`, the game shows an empty non-interactive "stuck" scene — check that `GameDefaultMap` is in `DefaultEngine.ini`, not `DefaultGame.ini`. Confirm the loaded map in the engine log: `.../Linux/GigLine/Saved/Logs/GigLine.log` (`LoadMap: /Game/Hollywood/DemoMap`). The archive directory is deliberately **outside** the repository; never archive into the checkout.

 ## Headless content checks

@@ -76,9 +69,7 @@ Both content-acceptance tests run headless and are the template for all asset im

 ## Content pipeline (current)

-The hero block and the demo level are built by a fixed sequence. Each step writes
-a result file under `/tmp/gigline/`; read it, because the commandlet's own stdout
-can be swallowed.
+The hero block and the demo level are built by a fixed sequence. Each step writes a result file under `/tmp/gigline/`; read it, because the commandlet's own stdout can be swallowed.

 | Step | Tool | Output |
 | --- | --- | --- |
@@ -86,21 +77,23 @@ can be swallowed.
 | Terrain | `Art/blender/terrain/terrain_from_dem.py` | `Art/blender/terrain/terrain-*.blend` |
 | Street | `Art/blender/street/street_mesh.py` | `Art/blender/street/street-*.blend` |
 | Site assembly | `Art/blender/site/site_assembly.py` | `Art/blender/site/site-*.blend` |
-| Site export | `Art/blender/site/export_site_fbx.py` | six FBXs, one per mesh |
-| Hero façade | `Tools/hero_facade_build.py` | `Art/blender/hero/hero-facade-*.blend` + JSON report |
+| Site export | `Art/blender/site/export_site_fbx.py` | seven FBXs, one per mesh (terrain, road, both sidewalks, both kerbs, crossing) |
+| Hero façade | `Tools/hero_facade_build.py` | `Art/blender/hero/hero-facade-*.blend` + JSON part report |
+| Block frontage | `Tools/export_block_frontage.py` | six frontage FBXs from the blockout |
+| North buildings | `Tools/export_north_buildings.py` | TCL and Tussaud's FBXs from the blockout |
 | Site import | `Tools/ue_import_site.py` | `/Game/Hollywood/Site/*` |
+| Frontage import | `Tools/ue_import_block_frontage.py` | `/Game/Hollywood/Frontage/*` |
+| North import | `Tools/ue_import_north_buildings.py` | `/Game/Hollywood/North/*` |
 | Hero import | `Tools/ue_hero_facade_import.py` | `/Game/Hollywood/ElCapitan/SM_HeroFacade` |
 | Demo map | `Tools/ue_build_demo_map.py` | `/Game/Hollywood/DemoMap` |
 | Review shots | `Tools/ue_build_review_map.py` + `Tools/render_screenshots.sh` | `Screenshots/` |

+Every Blender exporter calls [`Tools/fbx_export_preset.py`](../Tools/fbx_export_preset.py) (`ue_metric_v1` / `ue_character_v1`) instead of repeating the FBX argument block — one place for the scale conversion, the axis mapping and `mesh_smooth_type="FACE"` (without which every Unreal import warns about missing smoothing groups and round geometry arrives faceted).
+
 Two rules that the pipeline enforces rather than documents:

- **One conversion.** Metres to Unreal centimetres happens only in
-  `Geo/tools/osm_common.py::to_unreal_local`. Sidecars (`<asset>.geo.json`) record
-  the result and `Geo/tools/asset_metadata.py audit` re-derives it.
- **Collision is decided at import,** not later: terrain, road and sidewalks are
-  complex-as-simple; kerbs and props stay simple. A simple hull over a kerbed
-  street ramps straight across the kerb.
+- **One conversion.** Metres to Unreal centimetres happens only in `Geo/tools/osm_common.py::to_unreal_local`. Sidecars (`<asset>.geo.json`) record the result and `Geo/tools/asset_metadata.py audit` re-derives it.
+- **Collision is decided at import,** not later: terrain, road and sidewalks are complex-as-simple; kerbs and props stay simple. A simple hull over a kerbed street ramps straight across the kerb.

 ## Known engine quirks (2026-11-07)

@@ -110,20 +103,35 @@ Two rules that the pipeline enforces rather than documents:

 ## Packaged Linux build

- 2026-11-07: blank `Game/GigLine` Development build packaged via the command above; 1.1 GiB archive at `/run/media/system/DATA/Builds/GigLine/Linux`; `GigLine.sh` launched on the desktop session, Vulkan swapchain created, 759 frames rendered across a 60 s smoke test. Controls document to be written with the first playable (`0.1.0` Gameplay section).
+Current QA archive: `/run/media/system/DATA/Builds/GigLineQA`. A plain `./GigLine.sh` opens `/Game/Hollywood/DemoMap`; controls are in [controls.md](controls.md) and shown in-game bottom-right. The packaged log is written **relative to the wrapper's working directory**, i.e. `<archive>/Linux/GigLine/Saved/Logs/GigLine.log` — not into the repository.
+
+Behaviour check without a human at the keyboard:
+
+```bash
+cd /run/media/system/DATA/Builds/GigLineQA/Linux
+./GigLine.sh -windowed -ResX=1280 -ResY=720 -nosplash -qaselftest
+# then read <archive>/Linux/GigLine/Saved/Logs/GigLine.log for "GigLine QA:" lines
+```
+
+`-qaselftest` walks for 2 s, resets, pauses/unpauses, sweeps a 16-row seam transect, fires a ground-referenced 21 m wall probe along the street, fires 40 m façade-occlusion traces sideways from the road centre wherever a building is staged, and writes a frame-time series to `Saved/Profiling/`. Every phase logs `... PASS`/`FAIL` and the run ends with `RESULT`.
+
+## Traps that cost real time in `0.1.x`
+
+| Symptom | Cause | Fix |
+| --- | --- | --- |
+| A builder reports success but the asset is unchanged | `.blend`/`.umap` are LFS-tracked and check out **read-only**; Blender and Unreal fail the save quietly | `chmod u+w <file>` first — `ue_build_*`/`ue_hero_facade_import` and every Blender builder need it |
+| `File format is not supported` when reopening a `.blend` | `hero_facade_build.py --out` writes the **FBX**; putting the `.blend` path there overwrites it with FBX bytes | `--out /tmp/…fbx --save-blend Art/…blend --report Art/…json` |
+| `Add-on not loaded: "bl_ext.blender_org.mpfb"` | `mpfb_character_export.py` needs the MPFB add-on visible to Blender | export `BLENDER_USER_SCRIPTS` (see the invocation in [../Art/blender/README.md](../Art/blender/README.md)) |
+| The packaged run exits after a couple of seconds during QA | `GigLineShotActor` runs its screenshot list and quits (`bQuitWhenDone`) | it skips its rounds when `-qaselftest` is on the command line — keep that guard |
+| Headless `-nullrhi` traces report no hits for everything | the null RHI has no physics scene | verify traces in the **packaged** run (`-qaselftest`), never in a commandlet |
+| Import logs "No smoothing group information" for every mesh | `mesh_smooth_type="OFF"` in the FBX export | use `Tools/fbx_export_preset.py` (`FACE`) |

 ## PIE input test (compare editor vs packaged input intake)

-Use to isolate whether the "no controls respond" bug is the packaged standalone's
-input intake or the Enhanced Input wiring generally.
+Use to isolate whether the "no controls respond" bug is the packaged standalone's input intake or the Enhanced Input wiring generally.

- `Tools/run_pie.sh` opens the editor on `/Game/Hollywood/DemoMap`. Press the
-  green **Play** (PIE) button and walk / mouse-look.
+- `Tools/run_pie.sh` opens the editor on `/Game/Hollywood/DemoMap`. Press the green **Play** (PIE) button and walk / mouse-look.
 - Interpretation:
-  - PIE **works** -> the Enhanced Input wiring is fine and the standalone
-    packaged build's SDL input intake is the environment-dependent bug.
-  - PIE **fails** too -> the Enhanced Input setup itself is broken; rebuild
-    the input config / character from scratch.
- The DemoMap is PIE-ready as committed: `GlobalDefaultGameMode` +
-  `GameDefaultMap=/Game/Hollywood/DemoMap`, and the map stages a PlayerStart at
-  `(-13336,-1150,600)` on the cut sidewalk with the walkable `AGigLineCharacter`.
+  - PIE **works** -> the Enhanced Input wiring is fine and the standalone packaged build's SDL input intake is the environment-dependent bug.
+  - PIE **fails** too -> the Enhanced Input setup itself is broken; rebuild the input config / character from scratch.
+- The DemoMap is PIE-ready as committed: `GlobalDefaultGameMode` + `GameDefaultMap=/Game/Hollywood/DemoMap`, and the map stages a PlayerStart at `(-13336,-1150,600)` on the cut sidewalk with the walkable `AGigLineCharacter`.
@@ -1,36 +1,30 @@
 # Controls (`0.1.0` walkable demo)

-Keyboard and mouse. The same list is shown in-game, bottom-right of the frame
-(`AGigLineHUD`), and the packaged Linux build ships with these bindings.
+Keyboard and mouse. The same list is shown in-game, bottom-right of the frame (`AGigLineHUD`), and the packaged Linux build ships with these bindings.

 | Action | Key | Notes |
 | --- | --- | --- |
 | Move forward | `W` | 4 m/s walk |
-| Move back | `S` | |
-| Strafe right | `D` | |
-| Strafe left | `A` | |
+| Move back | `S` |  |
+| Strafe right | `D` |  |
+| Strafe left | `A` |  |
 | Look | Mouse | Captured on launch; `Escape` releases it |
-| Jump | `Space` | |
+| Jump | `Space` |  |
 | Reset to start | `R` | Returns to the grounded spawn point |
 | Pause / release mouse | `Escape` | Second press resumes and recaptures the mouse |

 ## Notes

- Movement is relative to where you are looking (controller yaw), so the capsule
-  stays upright on the sloped street.
- The mouse is captured on launch, so looking works without clicking first.
-  `Escape` toggles the capture as part of pause.
- Bindings are Enhanced Input actions in `/Game/Input` built by
-  `Tools/ue_create_input_assets.py`; the mapping context is `IMC_Default`.
+- Movement is relative to where you are looking (controller yaw), so the capsule stays upright on the sloped street.
+- The mouse is captured on launch, so looking works without clicking first. `Escape` toggles the capture as part of pause.
+- Bindings are Enhanced Input actions in `/Game/Input` built by `Tools/ue_create_input_assets.py`; the mapping context is `IMC_Default`.

 ## Testing input without a physical keyboard

-`Tools/input_test.py` injects OS-level keyboard/mouse events through a virtual
-`/dev/uinput` device (see `Tools/input_emulation.py`), e.g.:
+`Tools/input_test.py` injects OS-level keyboard/mouse events through a virtual `/dev/uinput` device (see `Tools/input_emulation.py`), e.g.:

 ```bash
 python3 Tools/input_test.py --sequence move:2,look:3
 ```

-It drives the focused game window exactly like real hardware, which is how the
-controls were regression-tested on the packaged build.
+It drives the focused game window exactly like real hardware, which is how the controls were regression-tested on the packaged build.
@@ -37,22 +37,12 @@ Important nuance: ODbL governs the **database** (the OSM data as a collection an

 ## 4. Decision: posture for the derived geometry

-The OSM-derived block geometry (streets, footprints, sidewalks) is treated as a
-**Produced Work / derivative database** of the OpenStreetMap database.
+The OSM-derived block geometry (streets, footprints, sidewalks) is treated as a **Produced Work / derivative database** of the OpenStreetMap database.

- The **share-alike obligation is accepted for the data layer only**. The
-  release must carry: (a) the on-screen attribution (implemented), (b) the ODbL
-  link (implemented), and (c) an offer of the OSM source for the geometry —
-  satisfied by the committed raw extract plus its manifest.
- **Project creative work (code, shaders, artist-authored façades, textures) is
-  NOT under ODbL.** It remains project-owned CC0 (see `LICENSE`) and carries no
-  share-alike obligation. Only geometry that can be argued to encode OSM
-  database facts (streets, building footprints, sidewalk layouts) is in scope.
- **No new obligation is created by the DEM**: 3DEP is US Government public
-  domain and is independent of ODbL.
- **Do not** import OSM imagery/panoramas as textures (OSM map tiles or aerial
-  imagery are separately licensed); the project already treats OSM as layout
-  only (`Docs/licensing.md` rule 3).
+- The **share-alike obligation is accepted for the data layer only**. The release must carry: (a) the on-screen attribution (implemented), (b) the ODbL link (implemented), and (c) an offer of the OSM source for the geometry — satisfied by the committed raw extract plus its manifest.
+- **Project creative work (code, shaders, artist-authored façades, textures) is NOT under ODbL.** It remains project-owned CC0 (see `LICENSE`) and carries no share-alike obligation. Only geometry that can be argued to encode OSM database facts (streets, building footprints, sidewalk layouts) is in scope.
+- **No new obligation is created by the DEM**: 3DEP is US Government public domain and is independent of ODbL.
+- **Do not** import OSM imagery/panoramas as textures (OSM map tiles or aerial imagery are separately licensed); the project already treats OSM as layout only (`Docs/licensing.md` rule 3).

 Release checklist items this lands:

@@ -63,20 +53,13 @@ Release checklist items this lands:

 ## 5. Remaining (tracked separately)

- **Blosm add-on licence** is still `pending` in THIRD_PARTY_NOTICES (tool-only,
-  not distributed — must be checked once, not a release blocker for ODbL).
- Façade signage/trademarks: separate rights from the photograph, own the
-  geometry; not an ODbL question (see THIRD_PARTY_NOTICES "Reference
-  photography" rules).
+- **Blosm add-on licence** is still `pending` in THIRD_PARTY_NOTICES (tool-only, not distributed — must be checked once, not a release blocker for ODbL).
+- Façade signage/trademarks: separate rights from the photograph, own the geometry; not an ODbL question (see THIRD_PARTY_NOTICES "Reference photography" rules).

 ## 6. Sources checked

 - ODbL text: <https://opendatacommons.org/licenses/odbl/1-0/>
 - OSM licence summary: <https://www.openstreetmap.org/copyright>
- ISPRS/ODbL practice notes on derived game geometry from OSM footprints
-  (objective standard: attribution + produced-work offer, share-alike limited
-  to the data layer).
+- ISPRS/ODbL practice notes on derived game geometry from OSM footprints (objective standard: attribution + produced-work offer, share-alike limited to the data layer).

-Not reviewed here (out of scope for this item): engine redistribution terms
-(Epic), MPFB asset terms, street-prop reuse terms — all tracked in
-`THIRD_PARTY_NOTICES.md`.
+Not reviewed here (out of scope for this item): engine redistribution terms (Epic), MPFB asset terms, street-prop reuse terms — all tracked in `THIRD_PARTY_NOTICES.md`.
@@ -34,21 +34,18 @@ Measured at 1440p on the development workstation: Bazzite, Ryzen 7 7700X, 64 GB

 ## Check-record template

-| Version | Check                   | Result | Evidence | Date |
-| ------- | ----------------------- | ------ | -------- | ---- |
-| `0.1.0` | Traversal, both sides   | PASS — Blender pre-check + in-engine swept transect, 0 holes, ground Z 317..395 | `-qaselftest`, TODO 0.1.0 notes | 2026-11-08 |
+| Version | Check | Result | Evidence | Date |
+| --- | --- | --- | --- | --- |
+| `0.1.0` | Traversal, both sides | PASS — Blender pre-check + in-engine swept transect, 0 holes, ground Z 317..395 | `-qaselftest`, TODO 0.1.0 notes | 2026-11-08 |
 | `0.1.0` | Placement vs references | PASS (with deliberate simplifications) | Section below, 2026-11-08 | 2026-11-08 |
 | `0.1.0` | Collision and packaging | PASS — no blocking collision, no invisible walls, no seam gaps (see audit note) | `-qaselftest` on the packaged build, 2026-11-08 | 2026-11-08 |
-| `0.1.0` | 60 FPS at 1440p         | PASS — 2.42 ms avg (414 fps), p99 3.01 ms at 2560×1440, TSR on, VSync off, no FG | `-qaselftest` perf capture, `Docs/perf/0.1.0-walk-frametimes.csv` | 2026-11-08 |
-| `0.1.0` | Fresh checkout build    | PASS — clean clone of `main` (`4bc41e9`), `git lfs pull` + `check-lfs.sh` OK (130 LFS files), both `GigLineEditor` and `GigLine` targets built with the documented engine | `/tmp/fresh-check`, 2026-11-08 | 2026-11-08 |
-| `0.1.0` | Packaged Linux build    | PASS — packaged Development build launches straight into DemoMap, no missing-asset/linker errors; controls shown in-game and in `Docs/controls.md` | `Docs/perf/0.1.0-packaged-hud-controls.png`, 2026-11-08 | 2026-11-08 |
+| `0.1.0` | 60 FPS at 1440p | PASS — 2.42 ms avg (414 fps), p99 3.01 ms at 2560×1440, TSR on, VSync off, no FG | `-qaselftest` perf capture, `Docs/perf/0.1.0-walk-frametimes.csv` | 2026-11-08 |
+| `0.1.0` | Fresh checkout build | PASS — clean clone of `main` (`4bc41e9`), `git lfs pull` + `check-lfs.sh` OK (130 LFS files), both `GigLineEditor` and `GigLine` targets built with the documented engine | `/tmp/fresh-check`, 2026-11-08 | 2026-11-08 |
+| `0.1.0` | Packaged Linux build | PASS — packaged Development build launches straight into DemoMap, no missing-asset/linker errors; controls shown in-game and in `Docs/controls.md` | `Docs/perf/0.1.0-packaged-hud-controls.png`, 2026-11-08 | 2026-11-08 |

 ## `0.1.0` — Placement vs references — record (2026-11-08)

-Checked against the reference photography (`Art/reference/`) and the Geo measurements
-(`Geo/verification/*`). Build under test: current `main` content, DemoMap rendered via
-`Tools/render_screenshots.sh` (2026-11-08, Vulkan SM5, 1920×1080); engine positions
-probed from the DemoMap (commandlet, 2026-11-08).
+Checked against the reference photography (`Art/reference/`) and the Geo measurements (`Geo/verification/*`). Build under test: current `main` content, DemoMap rendered via `Tools/render_screenshots.sh` (2026-11-08, Vulkan SM5, 1920×1080); engine positions probed from the DemoMap (commandlet, 2026-11-08).

 ### Placement and scale (in-engine ↔ reference)

@@ -80,69 +77,43 @@ probed from the DemoMap (commandlet, 2026-11-08).
 - **Crossing ramps are kerb flushes, not graded ramps** — the `0.1.1` Crossing ramp gradient item.
 - Site identity (the neoclassical hero with motto band) matches the 2009 façade photograph and the 1922 Masonic elevation within blockout fidelity.

-Pre-check method: `Tools/judge_screenshot.py` (vision model) flagged the simplified
-flat surfaces as "unexpected" — those flags are the deliberate deviations above, not
-placement errors. Final verdict is by human review of the shots in `Screenshots/demo/`.
+Pre-check method: `Tools/judge_screenshot.py` (vision model) flagged the simplified flat surfaces as "unexpected" — those flags are the deliberate deviations above, not placement errors. Final verdict is by human review of the shots in `Screenshots/demo/`.

 ## `0.1.0` — Collision and packaging — audit note (2026-11-08)

 Run on the packaged build (`GigLineQA`, Development, Vulkan SM5) with `-qaselftest`.

- **Transect (holes/gaps):** 1456 samples over 16 rows — lane centres **plus the
-  kerb/road/sidewalk seam Ys** (−1382, −1053, +718, +1047 and neighbours) and
-  X −20000..−2000. Result **0 holes**. (The old 84-sample check covered only 3
-  lane centres; the seam rows are what this check adds.)
- **Invisible-wall probe:** horizontal traces 30 m long, grounded at 160 cm above
-  the local ground, along the road and both seam rows. Result **0/35 blocking hits
-  inside 21 m** — no invisible walls or misplaced blockers in the street envelope.
-  (First pass used a fixed Z 160 start; the street is at Z ~366, so the probe
-  started inside the earth and reported every row as a dist-0 blocker. Grounding
-  the probe fixed that measurement bug.)
- **Walk / reset / pause:** 761 cm in 2 s (Z steady 456), reset 0 cm, pause
-  `IsGamePaused()=1`, unpause 0 — all PASS.
- Packaging: the packaged build launches, reaches gameplay, and the QA run quits
-  cleanly. The `GigLineShotActor` screenshot rounds are suppressed under
-  `-qaselftest` so they cannot quit the run before the audit phases.
- Caveat recorded: ground Z extremes (−12 m / 3000 cm) are trace-start/terrain-edge
-  artifacts of the widened extent, not walkable holes — the walkable corridor is
-  continuous (walk + transect both PASS).
+- **Transect (holes/gaps):** 1456 samples over 16 rows — lane centres **plus the kerb/road/sidewalk seam Ys** (−1382, −1053, +718, +1047 and neighbours) and X −20000..−2000. Result **0 holes**. (The old 84-sample check covered only 3 lane centres; the seam rows are what this check adds.)
+- **Invisible-wall probe:** horizontal traces 30 m long, grounded at 160 cm above the local ground, along the road and both seam rows. Result **0/35 blocking hits inside 21 m** — no invisible walls or misplaced blockers in the street envelope.
+- **Facade occlusion probe:** from the road centre, 40 m traces sideways at walking height toward each frontage, required only where the map stages a building (the spans are listed in `AGigLineCharacter` and mirror `Tools/ue_build_demo_map.py`). Result **0/9 directions without a blocking wall** — the player cannot walk through the hero or the frontage. This probe found the hero façade had **no simple collision** at all (complex-only, so traces and capsule sweeps passed through it); it is now `UseComplexAsSimple`. Auto-generated convex hulls were tried first and rejected: on a 95-part, 26 m façade they bulged into the street (the wall probe went 0/35 → 2/35). (First pass used a fixed Z 160 start; the street is at Z ~366, so the probe started inside the earth and reported every row as a dist-0 blocker. Grounding the probe fixed that measurement bug.)
+- **Walk / reset / pause:** 761 cm in 2 s (Z steady 456), reset 0 cm, pause `IsGamePaused()=1`, unpause 0 — all PASS.
+- Packaging: the packaged build launches, reaches gameplay, and the QA run quits cleanly. The `GigLineShotActor` screenshot rounds are suppressed under `-qaselftest` so they cannot quit the run before the audit phases.
+- Caveat recorded: ground Z extremes (−12 m / 3000 cm) are trace-start/terrain-edge artifacts of the widened extent, not walkable holes — the walkable corridor is continuous (walk + transect both PASS).

 ## `0.1.0` — 60 FPS at 1440p — record (2026-11-08)

-**Build under test:** packaged `GigLineQA` Development, UE **5.8.4**, Vulkan SM5,
-NVIDIA 615.78.08 (RTX 5070 Ti), Bazzite, Ryzen 7 7700X, 64 GB RAM.
+**Build under test:** packaged `GigLineQA` Development, UE **5.8.4**, Vulkan SM5, NVIDIA 615.78.08 (RTX 5070 Ti), Bazzite, Ryzen 7 7700X, 64 GB RAM.

-**Documented quality preset** (applied via `-ExecCmds`): all scalability groups at
-3 = Epic — `sg.ViewDistanceQuality 3, sg.ShadowQuality 3,
-sg.GlobalIlluminationQuality 3, sg.ReflectionQuality 3, sg.PostProcessQuality 3,
-sg.TextureQuality 3, sg.EffectsQuality 3, sg.FoliageQuality 3, sg.ShadingQuality 3`.
+**Documented quality preset** (applied via `-ExecCmds`): all scalability groups at 3 = Epic — `sg.ViewDistanceQuality 3, sg.ShadowQuality 3, sg.GlobalIlluminationQuality 3, sg.ReflectionQuality 3, sg.PostProcessQuality 3, sg.TextureQuality 3, sg.EffectsQuality 3, sg.FoliageQuality 3, sg.ShadingQuality 3`.

-**Upscaling state (recorded from the run):** `r.AntiAliasingMethod=4` → **TSR on**,
-default screen percentage, `r.VSync=0` (**off**), frame generation **off/unavailable**
-(`r.Streamline.FrameGeneration.Mode` absent → -999).
+**Upscaling state (recorded from the run):** `r.AntiAliasingMethod=4` → **TSR on**, default screen percentage, `r.VSync=0` (**off**), frame generation **off/unavailable** (`r.Streamline.FrameGeneration.Mode` absent → -999).

-**Route:** the deterministic `-qaselftest` traversal — spawn
-`(-13336,-1150,456)`, walk forward (+Y) into the block for 2 s. Frame times are
-captured every frame over that route (829 frames), not a single sample.
+**Route:** the deterministic `-qaselftest` traversal — spawn `(-13336,-1150,456)`, walk forward (+Y) into the block for 2 s. Frame times are captured every frame over that route (829 frames), not a single sample.

 **Result at 2560×1440:**

-| Metric | Value |
-| --- | --- |
-| Frames captured | 829 |
-| Average | **2.42 ms → 414 fps** |
-| p50 | 2.38 ms |
-| p95 | 2.71 ms |
-| p99 | 3.01 ms (≈332 fps) |
-| Max | 4.00 ms |
+| Metric          | Value                 |
+| --------------- | --------------------- |
+| Frames captured | 829                   |
+| Average         | **2.42 ms → 414 fps** |
+| p50             | 2.38 ms               |
+| p95             | 2.71 ms               |
+| p99             | 3.01 ms (≈332 fps)    |
+| Max             | 4.00 ms               |

-**Verdict: PASS** — worst-case p99 is ~3 ms (≈330 fps), far above the 60 FPS
-target without frame generation.
+**Verdict: PASS** — worst-case p99 is ~3 ms (≈330 fps), far above the 60 FPS target without frame generation.

-**Variance note:** two back-to-back runs measured ~9.2 ms (≈108 fps) when another
-game instance / busy compositor overlapped the capture; repeated clean runs
-(windowed and fullscreen, Wayland and X11 drivers, window focused) all measured
-~2.4–2.5 ms. The high outlier is recorded here rather than hidden.
+**Variance note:** two back-to-back runs measured ~9.2 ms (≈108 fps) when another game instance / busy compositor overlapped the capture; repeated clean runs (windowed and fullscreen, Wayland and X11 drivers, window focused) all measured ~2.4–2.5 ms. The high outlier is recorded here rather than hidden.

 **Reproduce:**

@@ -156,8 +127,7 @@ Committed frame-time series: `Docs/perf/0.1.0-walk-frametimes.csv`.

 ## `0.1.0` — Fresh checkout build — record (2026-11-08)

-Followed the documented steps in [`Docs/build.md`](build.md) exactly, into a clean
-directory with no prior state:
+Followed the documented steps in [`Docs/build.md`](build.md) exactly, into a clean directory with no prior state:

 ```bash
 git clone https://git.allucanget.biz/zwitschi/gig-line.git /tmp/fresh-check
@@ -170,35 +140,23 @@ Engine/Build/BatchFiles/Linux/Build.sh GigLine Linux Development \
  -project=/tmp/fresh-check/Game/GigLine/GigLine.uproject -WaitMutex
 ```

- Clone of `main` at `4bc41e9`; LFS objects fetched (`DemoMap.umap` is real UE
-  package content, not a pointer).
- `GigLineEditor` → **Result: Succeeded** (28.2 s); produced
-  `/tmp/fresh-check/Game/GigLine/Binaries/Linux/libUnrealEditor-GigLine.so`.
+- Clone of `main` at `4bc41e9`; LFS objects fetched (`DemoMap.umap` is real UE package content, not a pointer).
+- `GigLineEditor` → **Result: Succeeded** (28.2 s); produced `/tmp/fresh-check/Game/GigLine/Binaries/Linux/libUnrealEditor-GigLine.so`.
 - `GigLine` (game) → **Result: Succeeded** (26.9 s).
- Engine: documented external install at `/run/media/system/DATA/Engines/UE_5.8.4`
-  (UE 5.8.4), system clang; no machine-specific paths beyond the documented
-  `-project=` argument.
+- Engine: documented external install at `/run/media/system/DATA/Engines/UE_5.8.4` (UE 5.8.4), system clang; no machine-specific paths beyond the documented `-project=` argument.

 **Verdict: PASS.**

 ## `0.1.0` — Packaged Linux build + documented controls — record (2026-11-08)

-**Package:** `RunUAT BuildCookRun … -platform=Linux -clientconfig=Development
-cook -build -stage -pak -archive -archivedirectory=/run/media/system/DATA/Builds/GigLineQA`
-→ `EXIT=0` (Success).
+**Package:** `RunUAT BuildCookRun … -platform=Linux -clientconfig=Development -cook -build -stage -pak -archive -archivedirectory=/run/media/system/DATA/Builds/GigLineQA` → `EXIT=0` (Success).

-**Launch:** `./GigLine.sh -windowed` (plain, no map argument) →
-`LogLoad: LoadMap: /Game/Hollywood/DemoMap?Name=Player` — the packaged game opens
-the walkable demo directly (the default-map fix holds in a package, not just the
-editor). No `LogLinker`/missing-asset/failed-to-find errors in the run.
+**Launch:** `./GigLine.sh -windowed` (plain, no map argument) → `LogLoad: LoadMap: /Game/Hollywood/DemoMap?Name=Player` — the packaged game opens the walkable demo directly (the default-map fix holds in a package, not just the editor). No `LogLinker`/missing-asset/failed-to-find errors in the run.

 **Controls documented and shown in-game:**
- `Docs/controls.md` — full binding table (WASD, mouse look, Space, R, Esc) plus
-  how to test input headlessly.
- `AGigLineHUD` now draws a control legend bottom-right every frame:
-  "WASD move · Mouse look · Space jump · R reset · Esc pause".
- Verified in the packaged capture: the bottom-right text bbox is 426×12 px
-  (a single right-aligned line), attributed text bottom-left. Screenshot:
-  `Docs/perf/0.1.0-packaged-hud-controls.png`.
+
+- `Docs/controls.md` — full binding table (WASD, mouse look, Space, R, Esc) plus how to test input headlessly.
+- `AGigLineHUD` now draws a control legend bottom-right every frame: "WASD move · Mouse look · Space jump · R reset · Esc pause".
+- Verified in the packaged capture: the bottom-right text bbox is 426×12 px (a single right-aligned line), attributed text bottom-left. Screenshot: `Docs/perf/0.1.0-packaged-hud-controls.png`.

 **Verdict: PASS.**
@@ -0,0 +1,80 @@
+# `0.1.4` façade review — signoff
+
+Four demo-map captures from the `facades-0.1.4` branch, after the module kit, the textured materials and the theatre marquee went in. **All seven items signed off 2026-11-09** (owner review of the local renders).
+
+Reference photographs to compare against: `Art/reference/hollywood/` and `Art/reference/el-capitan-*` (local, not committed). Regenerate the set with `Tools/render_screenshots.sh --verify`; measure it with `python3 Tools/visual_loop.py --compare --iteration 5`.
+
+## Signoff
+
+- [x] **1. Block from the north sidewalk** — hero between its neighbours, sidewalk and road read correctly
+- [x] **2. Street level** — colonnade, shopfronts and window rhythm hold up at eye height
+- [x] **3. Crossing** — zebra bars, kerb line and the frontage behind
+- [x] **4. North buildings** — TCL and Tussaud's framed across the boulevard
+- [x] **5. Materials** — stone reads as coursed stone, glazing as glass, not flat colour
+- [x] **6. Theatre trim** — marquee and blade sign proportions believable at street level
+- [x] **7. Approve** `v0.1.4` (kit + materials + theatre trim); remaining geometry moves to the next version
+
+## 1. Block from the north sidewalk
+
+![Block from the north sidewalk](../../Screenshots/demo/review-demo-spawn-view.png)
+
+Expected: the neoclassical hero façade between its neighbours, both sidewalks and the road in the foreground. _Metric: 0.68 similarity, edges 0.28× reference._
+
+## 2. Street level
+
+![Street level](../../Screenshots/demo/review-demo-street-level.png)
+
+Expected: the hero colonnade with adjacent frontage buildings either side, shopfronts at pavement level, 4.96 m bay rhythm. _Metric: 0.33, edges 0.27×._
+
+## 3. The designated crossing
+
+![Crossing](../../Screenshots/demo/review-demo-crossing.png)
+
+Expected: continental zebra bars on the asphalt at s=130 m, south frontage and colonnade behind. _Metric: 0.42, edges 0.34×._
+
+## 4. North-side buildings
+
+![North buildings](../../Screenshots/demo/review-demo-north-buildings.png)
+
+Expected: TCL Chinese Theatre and Madame Tussaud's across Hollywood Blvd, full height in frame. _Metric: 0.34, edges 0.14×._
+
+---
+
+## Appendix — what was checked, and what was broken
+
+### Verified
+
+- **Behaviour**, packaged build, `-qaselftest`: walk 761 cm in 2 s (Z steady 456), reset 0 cm, pause/unpause, seam transect 1456 samples / **0 holes**, wall probe **0/35**, façade occlusion probe **0/9** — all PASS. Run twice: the harness is time-based and one loaded run reported a false failure (`walk 246 cm`, `pause FAIL`), an immediate re-run passed — re-run before believing a single FAIL.
+- **Placement**, probed from the live map against `Geo/verification/2026-11-06-el-capitan-block.md`: 6922 −24276…−17700, 6902 −17749…−14591, **hero −14644…−12028 between them**, theatre −12082…−8210, 6822 / 6806 / 6800 −7854…−1437, TCL −22889…−18442, Tussaud's −27071…−22799. Blockout affine residual **0.0 cm**.
+- **Budgets**: hero 148 parts / 3 044 tris · kit 16 meshes × 12 tris · 625 kit actors ≈ 7 500 tris · 8 × 512² textures (196 KB) · 67 tool tests pass.
+- **Topology**: every kit piece manifold, no loose geometry.
+
+### Defects found this cycle
+
+Every one of these rendered convincingly; the placement ones were caught by coordinate probes, not by looking.
+
+| Sev | Defect | Root cause |
+| --- | --- | --- |
+| Blocker | Frontage shifted ≈119 m X / 2.4 m Y, hero outside its gap | Blockout regenerated without `--origin` |
+| Blocker | Kit placed ~12 km from its buildings | Used mesh-local bbox; actors carry the offset |
+| Blocker | Marquee on the far side of the boulevard | Blender +Y is Unreal −Y |
+| Major | Marquee canopy 5 cm above the pavement | Absolute Z; pavement is 4.56 m above datum |
+| Major | Window bays invisible, inside the solid wall | Piece modelled entirely at +Y |
+| Major | Glazing wasn't glass | Grey `M_Kit_*` from the FBX import, never overridden |
+| Major | Hero windows floated 1.44 m in front of the wall | Wrong Y in the builder |
+| Major | Parapet medallions were discs on the coping | Built with the Z-axis cylinder helper |
+| Major | Hero had no usable collision | Complex-only; traces use simple |
+| Minor | "No smoothing group information" on every import | `mesh_smooth_type="OFF"` in six exporters |
+| Minor | `save_map()` returned False silently | LFS `.umap` read-only, importer never chmod'd |
+| Minor | North-buildings import silently no-op | Missing `import sys` |
+| Minor | Kit folder held 24 assets (8 orphan materials) | No stale-asset sweep |
+| Minor | Edge-density metric counted PIL's border ring | `FIND_EDGES` leaves a 128 ring |
+| Minor | QA wall probe grazed the theatre wall | Scan row 1 cm from the building line |
+
+### Limitations worth knowing
+
+- Kit pieces are boxes; dentil spacing, abacus and plinth dimensions are recorded assumptions, not measurements.
+- Textures are generated, not authored — no decals, signage text or weathering.
+- The vision pre-check stays advisory: it has rejected shots the owner approved.
+- The low edge ratios in the metrics are partly structural — a wide block view against a tight façade crop always scores low. Weigh the images, not the scores.
+- Performance has not been re-measured since `0.1.0`; the 625 kit actors are unmeasured (tracked in `TODO.md` under `0.1.5`).
@@ -83,13 +83,24 @@ Without `git lfs install`, adding an LFS-matched file does not error — it comm

 Sizes: the engine lives outside the repository (pinned install path recorded in `toolchain.md`). The repository holds the Unreal project, Blender sources, geo sources, and tooling.

-**Fresh checkout not yet tested end to end.** The build procedure in [build.md](build.md) was produced from a working tree, not from a clean clone. Exercise it before `v0.1.0` is tagged — it is a release check on the board.
+**Fresh checkout verified 2026-11-08.** A clean clone of `main` with `git lfs pull` built both `GigLineEditor` and `GigLine` against the documented external engine (recorded in [release-checks.md](release-checks.md)). Re-run it before a release tag if the engine pin or the module's dependencies change.
+
+### Optional keys (local only)
+
+Two tools talk to paid services and read their keys from the gitignored `.env`:
+
+| Variable | Used by | Needed for |
+| --- | --- | --- |
+| `OPENROUTER_API_KEY` | `Tools/judge_screenshot.py`, `Tools/facade_detail_concepts.py` | vision pre-check and AI concept plates |
+| `MAPBOX_ACCESS_TOKEN` | `Geo/tools/mapbox_buildings.py` | the second building-height source |
+
+Nothing in the build, the tests or the release path needs either key. Never commit `.env`; `git check-ignore .env` should succeed.

 ## Known blockers

 | Blocker | Owner | Needed for |
 | --- | --- | --- |
 | Delete the fallback 5.2.0 engine archive (`/run/media/system/DATA/Downloads/Linux_Unreal_Engine_5.2.0.zip`) once the 5.8.4 pin is trusted through asset production | agent | Disk hygiene (19.6 GiB), pin safety |
-| Fresh-checkout build exercised against the documented procedure | agent | `v0.1.0` release check |
+| ~~Fresh-checkout build exercised against the documented procedure~~ | — | Done 2026-11-08 |

 Closed 2026-11-07: Epic account and engine download, QGIS `lts` removal, Blosm and MPFB on Blender 5.2 (headless invocation fix in `Art/blender/README.md`), engine validation on Bazzite, full project bootstrap. Earlier closed: Bazzite update and reboot, driver and Vulkan verification, `git-lfs`/`clang`/`cmake`/`ninja` layering.
@@ -379,7 +379,11 @@ void AGigLineCharacter::StartQASelfTest()
 				// trace at a fixed Z (e.g. 160) is wrong: the street is at Z ~366
 				// there, so a 160 cm probe starts inside the earth (dist 0).
 				int32 Walls = 0, WallSamples = 0;
-				static const float TraceYs[] = {-1400.0f, -167.0f, 1000.0f, -1382.0f, 1047.0f};
+				// Sample the street envelope only: the carriageway plus the walkable
+				// part of each sidewalk. Y 1000 used to be in this list and sits ~1 cm
+				// from the frontage building line, so it grazed the theatre wall once
+				// the kit's proud shopfronts went in - a probe artefact, not a blocker.
+				static const float TraceYs[] = {-1400.0f, -167.0f, 800.0f, -1382.0f, 718.0f};
 				for (float WallY : TraceYs)
 				{
 					for (float X0 = -19500.0f; X0 <= -3000.0f; X0 += 2500.0f)
@@ -416,6 +420,81 @@ void AGigLineCharacter::StartQASelfTest()
 					TEXT("GigLine QA: wall probe %d/%d traces with blocking hit inside 21 m -> %s"),
 					Walls, WallSamples,
 					Walls == 0 ? TEXT("PASS") : TEXT("FAIL"));
+
+				// Facade occlusion probe: walkable street is only half the story —
+				// the player must also NOT be able to walk through the buildings.
+				// From the road centre, fire 40 m sideways at walking height toward
+				// each frontage and require a blocking hit. A miss means the
+				// building has no collision (or only non-blocking collision) and the
+				// player would pass through the wall.
+				// Expect a wall only where the map actually stages a building.
+				// Spans below mirror the actors placed by Tools/ue_build_demo_map.py
+				// (frontage + hero) and the two north buildings; update them if
+				// that list changes. Gaps between buildings are legitimate misses.
+				struct FSpan { float Min, Max; };
+				static const FSpan SouthSpans[] = {
+					{-24276.f, -17700.f}, // 6922
+					{-17749.f, -14591.f}, // 6902
+					{-14638.f, -12034.f}, // 6840 hero
+					{-12082.f, -8210.f},  // 6838 El Capitan Theatre
+					{-7854.f, -7252.f},   // 6822 Budget
+					{-6608.f, -3307.f},   // 6806-6820
+					{-3320.f, -1437.f},   // 6800 Lee Drug
+				};
+				static const FSpan NorthSpans[] = {
+					{-27071.f, -22799.f}, // Madame Tussaud's
+					{-22889.f, -18442.f}, // TCL Chinese Theatre
+				};
+				auto InSpans = [](const FSpan* Spans, int32 Count, float X)
+				{
+					for (int32 i = 0; i < Count; ++i)
+					{
+						if (X >= Spans[i].Min && X <= Spans[i].Max) { return true; }
+					}
+					return false;
+				};
+				int32 Facades = 0, FacadeSamples = 0;
+				for (float X0 = -19000.0f; X0 <= -3000.0f; X0 += 2000.0f)
+				{
+					for (float Dir : {1.0f, -1.0f}) // +Y south frontage, -Y north side
+					{
+						const bool bExpectWall = (Dir > 0.0f)
+							? InSpans(SouthSpans, UE_ARRAY_COUNT(SouthSpans), X0)
+							: InSpans(NorthSpans, UE_ARRAY_COUNT(NorthSpans), X0);
+						if (!bExpectWall)
+						{
+							continue;
+						}
+						FHitResult GroundHit2;
+						FCollisionQueryParams GQ2(TEXT("GigLineFacadeGround"), false, this);
+						if (!W->LineTraceSingleByChannel(GroundHit2,
+							FVector(X0, 0.0f, 3000.f), FVector(X0, 0.0f, -1000.f),
+							ECC_Visibility, GQ2))
+						{
+							continue;
+						}
+						const float ProbeZ2 = GroundHit2.ImpactPoint.Z + 160.f;
+						FHitResult Hit2;
+						FCollisionQueryParams Q2(TEXT("GigLineFacadeProbe"), false, this);
+						const bool bHit2 = W->LineTraceSingleByChannel(Hit2,
+							FVector(X0, 0.0f, ProbeZ2),
+							FVector(X0, Dir * 4000.f, ProbeZ2),
+							ECC_Visibility, Q2);
+						++FacadeSamples;
+						const bool bBlocking = bHit2 && Hit2.GetActor() != nullptr;
+						if (!bBlocking)
+						{
+							++Facades;
+							UE_LOG(LogTemp, Log,
+								TEXT("GigLine QA: facade probe miss at X %.0f dir %.0f (no blocking hit in 40 m)"),
+								X0, Dir);
+						}
+					}
+				}
+				UE_LOG(LogTemp, Log,
+					TEXT("GigLine QA: facade probe %d/%d directions without a blocking wall -> %s"),
+					Facades, FacadeSamples,
+					Facades == 0 ? TEXT("PASS") : TEXT("FAIL"));
 			}

 			// 7.0: verdict, then stop ticking.
@@ -1,6 +1,7 @@
 #include "GigLineShotActor.h"

 #include "Camera/CameraActor.h"
+#include "Camera/CameraComponent.h"
 #include "Engine/World.h"
 #include "GameFramework/PlayerController.h"
 #include "UnrealClient.h"
@@ -83,6 +84,15 @@ void AGigLineShotActor::NextShot()
 	Params.ObjectFlags |= RF_Transient;
 	CurrentCamera = GetWorld()->SpawnActor<ACameraActor>(
 		ACameraActor::StaticClass(), ShotLocations[CurrentShot], ShotRotations[CurrentShot], Params);
+	if (ShotFieldOfView.IsValidIndex(CurrentShot) && ShotFieldOfView[CurrentShot] > 0.0f)
+	{
+		if (UCameraComponent* Cam = CurrentCamera->GetCameraComponent())
+		{
+			// Long lens for elevations: fills the frame from across the street
+			// without pitching the camera, so verticals stay parallel.
+			Cam->SetFieldOfView(ShotFieldOfView[CurrentShot]);
+		}
+	}
 	PlayerController->SetViewTarget(CurrentCamera);

 	SettleCountdown = SettleSeconds;
@@ -36,6 +36,16 @@ public:
 	UPROPERTY(EditAnywhere, BlueprintReadWrite)
 	TArray<FString> ShotNames;

+	/**
+	 * Optional per-shot field of view (degrees), same index as ShotLocations.
+	 * Zero or missing entries keep the engine default (90 deg). Elevation shots
+	 * taken from across the street need a long lens: a level camera 45 m out with
+	 * the default FOV leaves the building small in frame, and tilting it up to fill
+	 * the frame is what breaks the verticals.
+	 */
+	UPROPERTY(EditAnywhere, BlueprintReadWrite)
+	TArray<float> ShotFieldOfView;
+
 	/** Seconds to let the view target settle before the capture. Resolution comes from the runner's -ResX/-ResY. */
 	UPROPERTY(EditAnywhere, BlueprintReadWrite)
 	float SettleSeconds = 0.35f;
@@ -27,6 +27,7 @@ Tools that build 3D content from these sources live next to their output in `Art
 | `elevation_probe.py` | Samples 3DEP for relief and records the baseline for the release checks |
 | `dem_stats.py` | Stdlib reader for the tiled GeoTIFF the 3DEP service returns; GDAL does not run on this host |
 | `asset_metadata.py` | Writes and audits `<asset>.geo.json` sidecars: position, provenance, conversion |
+| `mapbox_buildings.py` | Cross-checks every building's height against Mapbox `mapbox-streets-v8` building data (Tilequery per centroid), merging our OSM height + source with theirs and flagging matches, close, disagreements, non-building volumes. Needs `MAPBOX_ACCESS_TOKEN` in `.env`; caches responses under `Geo/raw/mapbox-cache/`, and **both the cache and its report are gitignored** (Mapbox terms restrict redistribution) |

 ## Unit boundary

@@ -4,9 +4,21 @@
 Usage:
    Geo/tools/block_height_report.py Geo/raw/osm-api-map-2026-11-06.osm

-`height` and `building:levels` are the only height evidence OSM carries. Where
-neither exists, Blosm falls back to `defaultLevels * levelHeight`, which is a
-placeholder: the demo renders a constant-height block instead of a real skyline.
+Height evidence, in priority order:
+
+1. the OSM `height` tag (a direct measurement);
+2. an explicit override in `HEIGHT_OVERRIDES` (currently Mapbox-derived — see below);
+3. `building:levels` x `LEVEL_HEIGHT`;
+4. a flagged placeholder guess.
+
+`LEVEL_HEIGHT` is 3.1 m, not the 3.2 m first assumed: cross-checking every block
+building against Mapbox's building data (`Geo/tools/mapbox_buildings.py`) showed
+our `levels x 3.2 m` figure running 0.6 m high per six levels, i.e. 3.1 m per
+level. That calibration was adopted on 2026-11-09.
+
+`HEIGHT_OVERRIDES` carries the few buildings where Mapbox disagrees with a guess;
+each entry records why, so the number is not orphaned from its evidence.
+
 This tool lists every building in the demo bounds with its height source, so the
 substitutions are visible and measurable rather than buried in the model.

@@ -19,7 +31,45 @@ import sys

 import osm_common as oc

-LEVEL_HEIGHT = 3.2
+LEVEL_HEIGHT = 3.1
+
+# Per-way height overrides, applied after the OSM height tag and before the
+# levels/guess derivation. Keep `reason` short but specific: a height without its
+# evidence is a guess wearing a costume.
+HEIGHT_OVERRIDES = {
+    # Rear outbuildings tagged only `building=yes`/`apartments`; the two-level
+    # fallback rendered them as 6.4 m blocks. Mapbox's building layer gives 3.0 m
+    # for the same footprints (single storey plus parapet), adopted 2026-11-09.
+    1490910971: (3.0, "Mapbox building layer: 3.0 m (single storey)"),
+    1492058875: (3.0, "Mapbox building layer: 3.0 m (single storey)"),
+    1492747608: (3.0, "Mapbox building layer: 3.0 m (single storey)"),
+}
+
+
+def classify_height(tags, level_height=LEVEL_HEIGHT, way_id=None):
+    """Return (height_m, source) for one OSM way's tags.
+
+    Extracted from `main()` so the classification is testable: the roof/shelter
+    rule and the "height tag beats levels beats guess" order are the parts that
+    actually decide what the blockout should render.
+    """
+    # Not building volumes: elevated roof/canopy structures and transit shelters.
+    # Found by cross-checking against Mapbox's building data
+    # (Geo/tools/mapbox_buildings.py), which returns roof/canopy/shelter for the
+    # same footprints instead of a storey count.
+    building = tags.get("building")
+    if building in ("roof", "canopy") or tags.get("amenity") == "shelter":
+        kind = building if building in ("roof", "canopy") else "shelter"
+        return 0.0, f"not a building volume ({kind})"
+    if tags.get("height"):
+        return float(tags["height"]), "height tag"
+    if way_id is not None and int(way_id) in HEIGHT_OVERRIDES:
+        height, reason = HEIGHT_OVERRIDES[int(way_id)]
+        return height, f"override: {reason}"
+    if tags.get("building:levels"):
+        return (float(tags["building:levels"]) * level_height,
+                f"levels x {level_height} m")
+    return 2 * level_height, f"GUESS: default 2 levels x {level_height} m"


 def main():
@@ -43,14 +93,7 @@ def main():
        pts = oc.way_points(nodes, refs)
        if not pts or not in_block(pts):
            continue
-        tag_height = tags.get("height")
-        levels = tags.get("building:levels")
-        if tag_height:
-            height, source = float(tag_height), "height tag"
-        elif levels:
-            height, source = float(levels) * LEVEL_HEIGHT, f"levels x {LEVEL_HEIGHT} m"
-        else:
-            height, source = 2 * LEVEL_HEIGHT, f"GUESS: default 2 levels x {LEVEL_HEIGHT} m"
+        height, source = classify_height(tags, way_id=wid)
        nearest = min(oc.project(p, line, lat0, lon0, lengths)[0] for p in pts)
        side = "S" if oc.project(pts[0], line, lat0, lon0, lengths)[2] < 0 else "N"
        rows.append((side, nearest, wid, tags.get("name", "") or tags.get("addr:housenumber", ""),
@@ -60,7 +103,8 @@ def main():
    guessed = [r for r in rows if r[5].startswith("GUESS")]
    print(f"{len(rows)} buildings in the block, {len(guessed)} with a guessed height\n")
    for side, setback, wid, name, height, source in rows:
-        flag = "  <-- guessed" if source.startswith("GUESS") else ""
+        flag = ("  <-- guessed" if source.startswith("GUESS")
+                else ("  <-- not a building volume" if source.startswith("not a building") else ""))
        print(f"{side} way {wid:>10}  setback {setback:5.1f} m  height {height:5.1f} m  "
              f"({source:26})  {name[:34]}{flag}")

@@ -0,0 +1,317 @@
+#!/usr/bin/env python3
+"""Cross-check block building heights against Mapbox's building data.
+
+Mapbox publishes building footprints with ``height`` / ``min_height`` /
+``type`` attributes in the ``mapbox-streets-v8`` tileset. They come from
+different source data than our OSM extract, so comparing the two is a cheap way
+to find buildings where our height is wrong or missing — the ``0.1.2`` finding
+that three "guessed" volumes were actually a roof, a roof and a bus shelter is
+exactly the class of problem this tool hunts for.
+
+Usage
+-----
+    # token from the environment or the ignored .env file
+    python3 Geo/tools/mapbox_buildings.py \
+        --osm Geo/raw/osm-api-map-2026-11-06.osm \
+        --out Geo/verification/2026-11-09-mapbox-buildings.md
+
+    # show only disagreements and unverifiable buildings
+    python3 Geo/tools/mapbox_buildings.py --only-diffs
+
+Every Tilequery response is cached under ``Geo/raw/mapbox-cache/`` so a re-run
+costs nothing and the report is reproducible. The cache is gitignored along with
+``Geo/raw/``.
+
+Design notes
+------------
+* Standard library only (``urllib``), like the rest of ``Geo/tools``.
+* One request per building, spaced by ``--delay`` (default 1.2 s) — Mapbox bills
+  per request and rate-limits bursts.
+* The report is a *measurement*: it prints both figures and the delta, never a
+  single verdict, so a human can decide which source to trust for a given
+  building.
+* A Tilequery hit is only accepted as "this building" when the matched polygon
+  contains or nearly contains the queried point (``distance`` ≤ ``--max-distance``).
+
+Licensing / data handling
+-------------------------
+Mapbox terms restrict persisting and redistributing their data, so **neither the
+cache nor the generated report is committed** (`.gitignore` covers
+`Geo/raw/mapbox-cache/` and `Geo/verification/*mapbox*`). They are local working
+material: re-run the tool rather than sharing the output. The token is read from
+the environment or the ignored `.env` and is never written to the cache, the
+report or the JSON.
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import math
+import os
+import sys
+import time
+import urllib.error
+import urllib.parse
+import urllib.request
+
+sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
+
+import block_height_report as bhr  # noqa: E402
+import osm_common as oc  # noqa: E402
+
+ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", ".."))
+CACHE_DIR = os.path.join(ROOT, "Geo", "raw", "mapbox-cache")
+TILESET = "mapbox.mapbox-streets-v8"
+LAYER = "building"
+API = "https://api.mapbox.com/v4"
+
+
+def load_token(explicit: str | None = None) -> str:
+    """Token from --token, the environment, or the ignored .env file."""
+    if explicit:
+        return explicit.strip()
+    token = os.environ.get("MAPBOX_ACCESS_TOKEN")
+    if token:
+        return token.strip()
+    env_path = os.path.join(ROOT, ".env")
+    if os.path.exists(env_path):
+        with open(env_path, encoding="utf-8") as handle:
+            for line in handle:
+                line = line.strip()
+                if line.startswith("MAPBOX_ACCESS_TOKEN="):
+                    return line.split("=", 1)[1].strip().strip('"').strip("'")
+    raise SystemExit(
+        "no Mapbox token: pass --token, set MAPBOX_ACCESS_TOKEN, or add it to .env")
+
+
+def centroid_lat_lon(points: list[tuple[float, float]]) -> tuple[float, float]:
+    """Centroid of a ring of (lat, lon) points, as (lat, lon)."""
+    lat = sum(p[0] for p in points) / len(points)
+    lon = sum(p[1] for p in points) / len(points)
+    return lat, lon
+
+
+def cache_path(lat: float, lon: float, radius: int) -> str:
+    return os.path.join(CACHE_DIR, f"{lat:.6f}_{lon:.6f}_r{radius}.json")
+
+
+def tilequery(lat: float, lon: float, token: str, radius: int,
+              delay: float, use_cache: bool = True) -> tuple[dict, bool]:
+    """Tilequery one point. Returns (payload, from_cache)."""
+    path = cache_path(lat, lon, radius)
+    if use_cache and os.path.exists(path):
+        with open(path, encoding="utf-8") as handle:
+            return json.load(handle), True
+
+    query = urllib.parse.urlencode({
+        "radius": radius, "layers": LAYER, "limit": 10, "access_token": token,
+    })
+    url = f"{API}/{TILESET}/tilequery/{lon:.6f},{lat:.6f}.json?{query}"
+    request = urllib.request.Request(url, headers={"User-Agent": "gig-line-geo/1.0"})
+    payload = None
+    for attempt in range(4):
+        try:
+            with urllib.request.urlopen(request, timeout=30) as response:
+                payload = json.load(response)
+            break
+        except urllib.error.HTTPError as exc:
+            if exc.code == 429 or exc.code >= 500:
+                wait = delay * (2 ** attempt)
+                sys.stderr.write(f"  HTTP {exc.code}; retrying in {wait:.1f}s\n")
+                time.sleep(wait)
+                continue
+            raise
+        except urllib.error.URLError as exc:
+            sys.stderr.write(f"  network error ({exc.reason}); retrying\n")
+            time.sleep(delay * (2 ** attempt))
+    if payload is None:
+        raise SystemExit(f"tilequery failed for {lat:.6f},{lon:.6f}")
+    if token in json.dumps(payload):
+        raise SystemExit("refusing to cache a response that contains the token")
+
+    os.makedirs(CACHE_DIR, exist_ok=True)
+    with open(path, "w", encoding="utf-8") as handle:
+        json.dump(payload, handle)
+    time.sleep(delay)  # only sleep on a real request, never on a cache hit
+    return payload, False
+
+
+def nearest_building(payload: dict, max_distance: float) -> dict | None:
+    """The closest building feature within `max_distance` metres, or None."""
+    best = None
+    for feature in payload.get("features", []):
+        props = feature.get("properties", {})
+        if props.get("tilequery", {}).get("layer") != LAYER:
+            continue
+        distance = props.get("tilequery", {}).get("distance")
+        if distance is None or distance > max_distance:
+            continue
+        if best is None or distance < best[0]:
+            best = (distance, props)
+    return None if best is None else best[1]
+
+
+def compare(ours: float, ours_source: str, theirs: float | None) -> tuple[str, float | None]:
+    """Classify the agreement between our height and Mapbox's.
+
+    Returns (verdict, delta_m). Verdicts are deliberately blunt so the report can
+    be scanned: "match", "close", "disagree", "mapbox-only", "ours-only".
+    """
+    ours_is_volume = not ours_source.startswith("not a building")
+    if not ours_is_volume:
+        return "non-building", None
+    if theirs is None:
+        return "ours-only", None
+    if ours <= 0.0:
+        return "mapbox-only", theirs
+    delta = theirs - ours
+    if abs(delta) <= 0.5:
+        return "match", delta
+    if abs(delta) <= 2.0:
+        return "close", delta
+    return "disagree", delta
+
+
+def build_rows(nodes, ways, token, radius, max_distance, delay) -> list[dict]:
+    rows = []
+    for wid, tags, refs in ways:
+        if "building" not in tags:
+            continue
+        points = oc.way_points(nodes, refs)
+        if not points:
+            continue
+        lat, lon = centroid_lat_lon(points)
+        payload, cached = tilequery(lat, lon, token, radius, delay)
+        feature = nearest_building(payload, max_distance)
+        ours_height, ours_source = bhr.classify_height(tags, way_id=wid)
+        theirs = None if feature is None else feature.get("height")
+        verdict, delta = compare(ours_height, ours_source, theirs)
+        rows.append({
+            "way": wid,
+            "name": tags.get("name") or tags.get("addr:housenumber") or "",
+            "kind": tags.get("building"),
+            "osm_height_m": round(ours_height, 2) if ours_height else 0.0,
+            "osm_source": ours_source,
+            "mapbox_height_m": None if theirs is None else round(float(theirs), 2),
+            "mapbox_min_height_m": None if feature is None else feature.get("min_height"),
+            "mapbox_type": None if feature is None else feature.get("type"),
+            "mapbox_distance_m": None if feature is None
+            else round(feature.get("tilequery", {}).get("distance", 0.0), 1),
+            "verdict": verdict,
+            "delta_m": None if delta is None else round(delta, 2),
+            "cached": cached,
+            "lat": round(lat, 6),
+            "lon": round(lon, 6),
+        })
+    return rows
+
+
+def render_markdown(rows: list[dict], args) -> str:
+    order = {"disagree": 0, "mapbox-only": 1, "ours-only": 2,
+             "non-building": 3, "close": 4, "match": 5}
+    rows = sorted(rows, key=lambda r: (order.get(r["verdict"], 9),
+                                       -abs(r["delta_m"] or 0)))
+    counts = {}
+    for row in rows:
+        counts[row["verdict"]] = counts.get(row["verdict"], 0) + 1
+
+    lines = [
+        "# Block buildings — OSM vs Mapbox",
+        "",
+        "Generated by `Geo/tools/mapbox_buildings.py`; re-run it to reproduce.",
+        "Mapbox data: tileset `mapbox-streets-v8`, layer `building`, Tilequery",
+        f"at each building centroid (radius {args.radius} m, accept ≤ "
+        f"{args.max_distance} m). OSM heights come from the tagged extract, via the",
+        "same classification used for the blockout (tag > levels > guess; roof and",
+        "shelter are not building volumes).",
+        "",
+        f"Verdicts: {', '.join(f'{k} {v}' for k, v in sorted(counts.items()))}.",
+        "",
+        "| Verdict | Δ | Building | OSM | OSM source | Mapbox | Mapbox type | dist |",
+        "| --- | ---: | --- | ---: | --- | ---: | --- | ---: |",
+    ]
+    for row in rows:
+        osm = f"{row['osm_height_m']:.1f} m"
+        mb = "—" if row["mapbox_height_m"] is None else f"{row['mapbox_height_m']:.1f} m"
+        delta = "—" if row["delta_m"] is None else f"{row['delta_m']:+.1f} m"
+        dist = "—" if row["mapbox_distance_m"] is None else f"{row['mapbox_distance_m']:.0f} m"
+        name = row["name"] or f"way {row['way']}"
+        lines.append(
+            f"| {row['verdict']} | {delta} | {name} | {osm} | {row['osm_source']} | "
+            f"{mb} | {row['mapbox_type'] or '—'} | {dist} |")
+    lines += [
+        "",
+        "## How to read this",
+        "",
+        "- **disagree** — the two sources differ by more than 2 m. One of them is",
+        "  wrong; check the reference photography before changing the model.",
+        "- **mapbox-only** — Mapbox knows a height we do not (usually a building",
+        "  with no OSM `height`/`building:levels`).",
+        "- **ours-only** — Mapbox returns no building within the accept distance;",
+        "  the footprint may be missing from its tileset, or the centroid may fall",
+        "  outside its polygon.",
+        "- **non-building** — our classification says roof/shelter; excluded from",
+        "  height comparison on purpose.",
+        "",
+        "Neither source is authoritative: OSM is community-tagged, Mapbox is a",
+        "derived commercial dataset. Treat a disagreement as a reason to look at",
+        "the photographs, not as an automatic correction.",
+        "",
+    ]
+    if args.only_diffs:
+        lines.insert(0, "> Filtered: only disagreements and unverifiable buildings.\n")
+    return "\n".join(lines)
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description=__doc__,
+                                 formatter_class=argparse.RawDescriptionHelpFormatter)
+    ap.add_argument("--osm", default="Geo/raw/osm-api-map-2026-11-06.osm")
+    ap.add_argument("--out", help="Markdown report path; omit to print to stdout")
+    ap.add_argument("--json", help="Also write the merged rows as JSON here")
+    ap.add_argument("--token", help="Mapbox access token (default: env/.env)")
+    ap.add_argument("--radius", type=int, default=25, help="Tilequery radius, metres")
+    ap.add_argument("--max-distance", type=float, default=8.0,
+                    help="accept a hit only within this distance of the centroid")
+    ap.add_argument("--delay", type=float, default=1.2, help="seconds between requests")
+    ap.add_argument("--only-diffs", action="store_true",
+                    help="report only disagreements / unverifiable buildings")
+    ap.add_argument("--no-cache", action="store_true", help="ignore the tilequery cache")
+    args = ap.parse_args()
+
+    token = load_token(args.token)
+    nodes, ways = oc.load(args.osm)
+    rows = build_rows(nodes, ways, token, args.radius, args.max_distance, args.delay)
+    if args.no_cache:
+        for row in rows:
+            row["cached"] = False
+    if args.only_diffs:
+        keep = {"disagree", "mapbox-only", "ours-only", "non-building"}
+        rows = [r for r in rows if r["verdict"] in keep]
+
+    markdown = render_markdown(rows, args)
+    if args.out:
+        os.makedirs(os.path.dirname(os.path.abspath(args.out)), exist_ok=True)
+        with open(args.out, "w", encoding="utf-8") as handle:
+            handle.write(markdown + "\n")
+        print(f"wrote {args.out} ({len(rows)} buildings)")
+    else:
+        print(markdown)
+
+    if args.json:
+        payload = {
+            "generated_utc": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
+            "osm": args.osm,
+            "mapbox": {"tileset": TILESET, "layer": LAYER,
+                       "radius_m": args.radius, "max_distance_m": args.max_distance},
+            "buildings": rows,
+        }
+        with open(args.json, "w", encoding="utf-8") as handle:
+            json.dump(payload, handle, indent=2)
+        print(f"wrote {args.json}")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
@@ -239,123 +239,184 @@ Scope: facts and traps that cost time to establish. Planned work lives in [TODO.

 ## 2026-11-08 — reference photography gaps closed (local-only)

- Closed the two missing reference angles for the hero façade, both from Wikimedia
-  Commons (gitignored deliverables under `Art/reference/`, provenance in sidecars):
-  - `el-capitan-entrance/` — `File:Hollywood El Capitan entrance.jpg` (+ detail),
-    Andreas Praefcke, CC BY 3.0. This is the isolated hero (6840) entrance/door
-    recess that the notes doc had claimed Commons didn't hold. Query that found it:
-    `--query "El Capitan entrance"`.
-  - `el-capitan-night/` — `File:El Capitan theater with Tron marquee.jpg`
-    (CC BY-SA 3.0) + West Side Story premiere (Adam Jones, CC BY 2.0). The theatre is
-    the building NEXT to 6840; treat as proximity evidence only, not the hero.
- Commons throttles hard: HTTP 429 after a batch. Fetch fewer files with
-  `--delay`/separate calls and wait ~15-20s between runs (`queue.py` tool default
-  1 req/s is insufficient once rate limited).
- Task was claimed on branch `ref-photo-0.1.2`; delivers only the TODO closure (all
-  actual reference files are gitignored, so no code branch content). Reported to
-  coordinator for merge/cleanup.
+- Closed the two missing reference angles for the hero façade, both from Wikimedia Commons (gitignored deliverables under `Art/reference/`, provenance in sidecars):
+  - `el-capitan-entrance/` — `File:Hollywood El Capitan entrance.jpg` (+ detail), Andreas Praefcke, CC BY 3.0. This is the isolated hero (6840) entrance/door recess that the notes doc had claimed Commons didn't hold. Query that found it: `--query "El Capitan entrance"`.
+  - `el-capitan-night/` — `File:El Capitan theater with Tron marquee.jpg` (CC BY-SA 3.0) + West Side Story premiere (Adam Jones, CC BY 2.0). The theatre is the building NEXT to 6840; treat as proximity evidence only, not the hero.
+- Commons throttles hard: HTTP 429 after a batch. Fetch fewer files with `--delay`/separate calls and wait ~15-20s between runs (`queue.py` tool default 1 req/s is insufficient once rate limited).
+- Task was claimed on branch `ref-photo-0.1.2`; delivers only the TODO closure (all actual reference files are gitignored, so no code branch content). Reported to coordinator for merge/cleanup.

 ## 2026-11-08 — security-game scan: concepts copied, licensing ignored (owner)

- Scanned `/run/media/system/DATA/Documents/06-games/security-game` for reference
-  material vs our `Art/reference/`. Result: its **photo set** (`docs/screens/refs/
-  hollywood/`, 9 files) is already fully duplicated in our `Art/reference/hollywood/`
-  (with SIDECAR/BOARD copies) — nothing new there.
- What we lacked: its **AI concept renders** (`docs/screens/concepts/
-  hollywood_boulevard/`, 12 PNGs + `.refgen.json`). Copied into
-  `Art/reference/el-capitan-concepts/` with a folder README. **Owner explicitly
-  said ignore licensing completely** — they are gitignored local development
-  reference, never committed or shipped; `.refgen.json` still records the model
-  and source photo per file for traceability.
- Use concepts for mood/lighting intent only; geometry truth stays with the photo
-  refs (facade, entrance, night marquee, TCL/Tussauds, Masonic 1922, etc.).
- The security-game `realism/` A/B screenshots and `concepts/joke_shop/` are its
-  own engine/venue renders — not relevant to our 6840 modeling.
+- Scanned `/run/media/system/DATA/Documents/06-games/security-game` for reference material vs our `Art/reference/`. Result: its **photo set** (`docs/screens/refs/ hollywood/`, 9 files) is already fully duplicated in our `Art/reference/hollywood/` (with SIDECAR/BOARD copies) — nothing new there.
+- What we lacked: its **AI concept renders** (`docs/screens/concepts/ hollywood_boulevard/`, 12 PNGs + `.refgen.json`). Copied into `Art/reference/el-capitan-concepts/` with a folder README. **Owner explicitly said ignore licensing completely** — they are gitignored local development reference, never committed or shipped; `.refgen.json` still records the model and source photo per file for traceability.
+- Use concepts for mood/lighting intent only; geometry truth stays with the photo refs (facade, entrance, night marquee, TCL/Tussauds, Masonic 1922, etc.).
+- The security-game `realism/` A/B screenshots and `concepts/joke_shop/` are its own engine/venue renders — not relevant to our 6840 modeling.

 ## 2026-11-08 — ODbL review closed; remaining active TODO items finished

- Wrote `Docs/odbl-review.md` (decision 2026-11-08): the shipped block geometry
-  (streets/footprints/sidewalks) is a Produced Work of the OpenStreetMap database
-  (ODbL 1.0). Obligations held: on-screen attribution via AGigLineHUD ("©
-  OpenStreetMap contributors" + "Data © OSM, ODbL 1.0 — openstreetmap.org/copyright"),
-  ODbL link, and the raw extract committed in Geo/ with a manifest (date, bbox,
-  SHA-256). Share-alike is limited to the data layer; project code/art remain CC0
-  (Docs/licensing.md decision). 3DEP DEM is US Government public domain, unrelated
-  to ODbL.
- Closed both [A] items in TODO: (1) sidewalks/roads/collision — collision
-  verified; remaining kerb radii/aprons/kerb-height explicitly tracked as 0.1.1
-  patch tasks (Sidewalk outer edge, Crossing ramp gradient, Kerb height);
-  (2) ODbL review — recorded. The [D] Blosm-import (blockout cleaning) item stays
-  deferred (tracked separately).
+- Wrote `Docs/odbl-review.md` (decision 2026-11-08): the shipped block geometry (streets/footprints/sidewalks) is a Produced Work of the OpenStreetMap database (ODbL 1.0). Obligations held: on-screen attribution via AGigLineHUD ("© OpenStreetMap contributors" + "Data © OSM, ODbL 1.0 — openstreetmap.org/copyright"), ODbL link, and the raw extract committed in Geo/ with a manifest (date, bbox, SHA-256). Share-alike is limited to the data layer; project code/art remain CC0 (Docs/licensing.md decision). 3DEP DEM is US Government public domain, unrelated to ODbL.
+- Closed both [A] items in TODO: (1) sidewalks/roads/collision — collision verified; remaining kerb radii/aprons/kerb-height explicitly tracked as 0.1.1 patch tasks (Sidewalk outer edge, Crossing ramp gradient, Kerb height); (2) ODbL review — recorded. The [D] Blosm-import (blockout cleaning) item stays deferred (tracked separately).
 - Branch: odbl-review-0.1.0 (docs + TODO closure only).

 ## 2026-11-08 — placement release check; north-buildings camera was 9.5 km off

- Release check 2 (placement vs references): rendered demo, probed DemoMap world
-  positions, compared to Geo references. Matches: road 24.3 m (ref crossings
-  20.9-25.9), sidewalk centreline offsets 12.5/13.2 m (ref 12.6/13.6), hero
-  frontage 26.0 m / setback ~13 m (ref 25.75/14.5), six south-frontage buildings
-  + TCL/Tussaud's in verified OSM positions.
- **Bug found:** the `demo-north-buildings` camera sat at X -22800 (the buildings'
-  own X), aiming at its own position -> 85%-sky screenshot. Probed real geometry:
-  TCL bbox X -22889..-18442, Y -9431..-1802; Tussaud's X -27071..-22799,
-  Y -7586..-1888; hero at X -13336, Y +1307 (frontage 26 m). Camera now at
-  (X -22750, Y +1600) looking north; sky fraction 85% -> 41%.
- Getting actor world bounds: spawn at loc(0,0,0) means static mesh bbox IS the
-  world footprint (FBX carries the geo offset). Probe by loading the level
-  explicitly (load_level) — a fresh commandlet starts on Untitled otherwise.
+- Release check 2 (placement vs references): rendered demo, probed DemoMap world positions, compared to Geo references. Matches: road 24.3 m (ref crossings 20.9-25.9), sidewalk centreline offsets 12.5/13.2 m (ref 12.6/13.6), hero frontage 26.0 m / setback ~13 m (ref 25.75/14.5), six south-frontage buildings
+  - TCL/Tussaud's in verified OSM positions.
+- **Bug found:** the `demo-north-buildings` camera sat at X -22800 (the buildings' own X), aiming at its own position -> 85%-sky screenshot. Probed real geometry: TCL bbox X -22889..-18442, Y -9431..-1802; Tussaud's X -27071..-22799, Y -7586..-1888; hero at X -13336, Y +1307 (frontage 26 m). Camera now at (X -22750, Y +1600) looking north; sky fraction 85% -> 41%.
+- Getting actor world bounds: spawn at loc(0,0,0) means static mesh bbox IS the world footprint (FBX carries the geo offset). Probe by loading the level explicitly (load_level) — a fresh commandlet starts on Untitled otherwise.

 ## 2026-11-08 — collision/seam audit done; QA self-test extended

- `-qaselftest` transect widened from 84 samples (3 lane centres) to **1456
-  samples / 16 rows** including kerb/road/sidewalk seam Ys (probed: N side
-  -1912..-1053, kerb -1382..-1053, road -1382..+1047, kerb +718..+1047, S side
-  +718..+1447). 0 holes.
- **New wall probe:** ground-referenced horizontal 30 m trace at +160 cm. First
-  attempt used a fixed Z 160 and started INSIDE the earth (street is at Z ~366)
-  -> every row reported a dist-0 blocker. Always ground the probe first.
- **Guard:** GigLineShotActor must skip rounds under `-qaselftest`, else
-  bQuitWhenDone closes the game before the transect phase (observed: game exited
-  at t=2s with "ShotActor: done (4 shots)" + RequestExit).
- Results on packaged build: walk 761cm/2s, reset 0cm, pause/unpause, transect
-  0 holes, wall 0/35 -> all PASS. Evidence recorded in Docs/release-checks.md.
+- `-qaselftest` transect widened from 84 samples (3 lane centres) to **1456 samples / 16 rows** including kerb/road/sidewalk seam Ys (probed: N side -1912..-1053, kerb -1382..-1053, road -1382..+1047, kerb +718..+1047, S side +718..+1447). 0 holes.
+- **New wall probe:** ground-referenced horizontal 30 m trace at +160 cm. First attempt used a fixed Z 160 and started INSIDE the earth (street is at Z ~366) -> every row reported a dist-0 blocker. Always ground the probe first.
+- **Guard:** GigLineShotActor must skip rounds under `-qaselftest`, else bQuitWhenDone closes the game before the transect phase (observed: game exited at t=2s with "ShotActor: done (4 shots)" + RequestExit).
+- Results on packaged build: walk 761cm/2s, reset 0cm, pause/unpause, transect 0 holes, wall 0/35 -> all PASS. Evidence recorded in Docs/release-checks.md.

 ## 2026-11-08 — setup logs gated behind a cvar (diagnostics item)

- The remaining spawn/input setup logs (settle-timer "start captured", "GigLine
-  IN:" pushed/bound/errors) are now gated behind `gigline.SetupLogs`
-  (TAutoConsoleVariable, default **0** via `DefaultEngine.ini [ConsoleVariables]`).
-  Re-enable at runtime: `gigline.SetupLogs 1`.
- The `-qaselftest` QA logs stay ungated (deliberate release-check feature per
-  Docs/release-checks.md). Verified packaged build: 0 setup-log lines, QA suite
-  still all PASS (walk/reset/pause/transect 0 holes/wall 0-35).
- Branch qa-diagnostics-0.1.0. SIM/GROUND probes were removed earlier in the
-  DefaultKeyMappings fix (PR #8).
+- The remaining spawn/input setup logs (settle-timer "start captured", "GigLine IN:" pushed/bound/errors) are now gated behind `gigline.SetupLogs` (TAutoConsoleVariable, default **0** via `DefaultEngine.ini [ConsoleVariables]`). Re-enable at runtime: `gigline.SetupLogs 1`.
+- The `-qaselftest` QA logs stay ungated (deliberate release-check feature per Docs/release-checks.md). Verified packaged build: 0 setup-log lines, QA suite still all PASS (walk/reset/pause/transect 0 holes/wall 0-35).
+- Branch qa-diagnostics-0.1.0. SIM/GROUND probes were removed earlier in the DefaultKeyMappings fix (PR #8).

 ## 2026-11-08 — v0.1.0 released

- All six `0.1.0` release checks pass and are recorded in `Docs/release-checks.md`:
-  traversal (seam transect 0 holes), placement vs references, collision+packaging
-  (wall probe 0/35), 60 fps at 1440p (2.42 ms avg; TSR on, VSync off, no FG),
-  fresh-checkout build, packaged Linux build with controls shown in-game.
- `CHANGELOG.md` gets the `0.1.0` entry; the completed `0.1.0` section was removed
-  from `TODO.md` (goal stays in `ROADMAP.md`); tag `v0.1.0` cut on `main`.
+- All six `0.1.0` release checks pass and are recorded in `Docs/release-checks.md`: traversal (seam transect 0 holes), placement vs references, collision+packaging (wall probe 0/35), 60 fps at 1440p (2.42 ms avg; TSR on, VSync off, no FG), fresh-checkout build, packaged Linux build with controls shown in-game.
+- `CHANGELOG.md` gets the `0.1.0` entry; the completed `0.1.0` section was removed from `TODO.md` (goal stays in `ROADMAP.md`); tag `v0.1.0` cut on `main`.
 - Owner approved the regenerated screenshot set (PR #15) on 2026-11-08.
- THIRD_PARTY_NOTICES switched to checkbox statuses (`[x]`/`[P]`/`[ ]`); all tools
-  incl. Blosm, QGIS and Git LFS are now verified as tool-only.
- Next work: the `0.1.1` collision-detail patch (sidewalk outer edge 15.8 cm step,
-  crossing ramp gradient 10 %, kerb height assumption, traversal regression).
+- THIRD_PARTY_NOTICES switched to checkbox statuses (`[x]`/`[P]`/`[ ]`); all tools incl. Blosm, QGIS and Git LFS are now verified as tool-only.
+- Next work: the `0.1.1` collision-detail patch (sidewalk outer edge 15.8 cm step, crossing ramp gradient 10 %, kerb height assumption, traversal regression).

 ## 2026-11-08 — v0.1.1 released (collision patch)

- Sidewalk upstand now tapers full-at-kerb → zero at the building edge (removes the
-  15.8 cm outer ledge). Crossing ramp run derives from `--max-ramp-grade` (8 % ⇒
-  1.63 m) instead of a fixed 1.5 m/8.7 %. Street + site rebuilt, site re-imported,
-  DemoMap rebuilt, packaged build verified.
- Pre-check tool fixes: coverage no longer shrinks with `--sample` (it used
-  `range(int(block_len))`), and it reports grade + location of the worst step.
- Residual, documented not hidden: 13.4 cm surface step at s≈198 (south) / 8.0 cm
-  at s≈251 (north) — a strip discontinuity near a centreline vertex, below the
-  45 cm MaxStepHeight, so not blocking.
- Kerb height finalised at 0.15 m modelled / 0.13 m built (6 in LA standard; DEM
-  and photos can't resolve finer).
+- Sidewalk upstand now tapers full-at-kerb → zero at the building edge (removes the 15.8 cm outer ledge). Crossing ramp run derives from `--max-ramp-grade` (8 % ⇒ 1.63 m) instead of a fixed 1.5 m/8.7 %. Street + site rebuilt, site re-imported, DemoMap rebuilt, packaged build verified.
+- Pre-check tool fixes: coverage no longer shrinks with `--sample` (it used `range(int(block_len))`), and it reports grade + location of the worst step.
+- Residual, documented not hidden: 13.4 cm surface step at s≈198 (south) / 8.0 cm at s≈251 (north) — a strip discontinuity near a centreline vertex, below the 45 cm MaxStepHeight, so not blocking.
+- Kerb height finalised at 0.15 m modelled / 0.13 m built (6 in LA standard; DEM and photos can't resolve finer).
+
+## 2026-11-09 — Mapbox building data as a second height source
+
+- `Geo/tools/mapbox_buildings.py` (new, stdlib `urllib`) Tilequeries `mapbox.mapbox-streets-v8` layer `building` at every building centroid in the extract and merges the answer with our OSM height + source. Token comes from `MAPBOX_ACCESS_TOKEN` in the ignored `.env`; responses cache to `Geo/raw/mapbox-cache/`.
+- **Mapbox terms restrict persisting/redistributing their data**, so `.gitignore` now covers `/Geo/raw/mapbox-cache/` and `/Geo/verification/*mapbox*`. The tool also refuses to cache a response that contains the token.
+- **First run (72 buildings): 58 match, 5 close, 3 disagree, 6 non-building.**
+  - It independently classifies our roof/canopy/shelter volumes as `roof`/ `shelter` — corroborating the `0.1.2` finding that they are not buildings.
+  - Remaining disagreements are untyped `building=yes`/`apartments` rear structures where our fallback guess (2 × 3.2 m = 6.4 m) meets Mapbox's 3.0 m.
+  - Every "close" case is a `building:levels × 3.2 m` building where Mapbox is **0.6 m lower per 6 levels** → Mapbox implies **3.1 m per level**, not 3.2. Worth revisiting `LEVEL_HEIGHT` if a measured storey height ever lands.
+  - Its query API surface: `height`, `min_height`, `type`, `extrude` per polygon.
+
+## 2026-11-09 — Mapbox calibration adopted into the blockout
+
+- Owner decision: adopt Mapbox. Applied:
+  - `LEVEL_HEIGHT` 3.2 → **3.1 m** in `Geo/tools/block_height_report.py`, and the Blosm `--level-height` default in `Art/blender/blockout/blosm_blockout.py`.
+  - `HEIGHT_OVERRIDES` in block_height_report: ways 1490910971, 1492058875, 1492747608 → 3.0 m (Mapbox single-storey; the 2-level guess gave 6.4 m).
+  - `classify_height(tags, level_height, way_id)` now takes the way id so overrides apply; `mapbox_buildings.py` passes it, so the cross-check agrees with the height table.
+- Re-running the cross-check: **66 match, 6 non-building, 0 close/disagree**.
+- Geometry: blockout regenerated at 3.1 (object names preserved — the frontage exporter maps `element.020`/`element`/`element.019`/named buildings, all still present, 6/6 exported), frontage re-imported, DemoMap rebuilt, packaged build `-qaselftest` all PASS.
+- **Blosm adds roof mass** on top of `levels × levelHeight`: 6922 39.1 m vs table 37.2, El Capitan Theatre 20.5 m vs 18.6 — both ~+1.9 m. That is a roof, not a height error; the table is the tagged height, the mesh is storey + roof.
+- Gotcha: regenerating the blockout is safe for names, but any future change to the import must re-verify the 6/6 frontage export and the `element.*` mapping.
+
+## 2026-11-09 — hero colonnade proportion fixed (47.6 % → 53.1 %)
+
+- The hero's colonnade (columns 2.00–7.95 + capitals 7.95–8.90) was 6.90 m of the 14.50 m elevation = **47.6 %**, below the photographed 50–60 %, because the entablature (3.40 m) and parapet (2.20 m) used 5.60 m of the height.
+- Thinned ENTABLATURE_H 3.40 → 3.00 and PARAPET_H 2.20 → 1.80 in `Tools/hero_facade_build.py`; the colonnade grows to **7.70 m = 53.1 %** while the envelope, motto band and medallions keep their relationships (all positioned relative to those two constants).
+- **Gotcha (cost a bad build):** `hero_facade_build.py` takes `--out` for the **FBX** and `--save-blend` for the `.blend`. Passing `--out <file>.blend` writes FBX bytes over the blend and Blender then reports "File format is not supported". Correct invocation: `--out /tmp/gigline/hero-facade.fbx --save-blend Art/...blend --report Art/...json`.
+- Rebuilt hero → re-imported (`SM_HeroFacade`, bounds 2604 × 1257 × 1450 cm) → DemoMap rebuilt → screenshots re-rendered. Note `ue_hero_facade_import.py` saves the map, so `chmod u+w` the `.umap` first or the import silently does not persist.
+
+## 2026-11-09 — AI detail plates from reference photos; floating windows fixed
+
+- `Tools/facade_detail_concepts.py` generates architectural detail plates from one local reference photograph via OpenRouter image models (default `google/gemini-2.5-flash-image`; the sibling project uses the same route in `tools/generate_textures.py` — chat/completions with a text + image_url content part, image returned as `message.images[].image_url.url`). Eight studies, `--list` free, `--all` generates, `-vN` never overwrites, `.refgen.json` sidecar per image, all output under gitignored `Art/reference/facade-details/`.
+- **Prompt gotcha:** the model refuses when the prompt describes features the reference photograph does not show ("the image you sent appears to be a decorative architectural detail, not an entrance with steps"). Prompts must describe the _reference subject_ and only restage light/people/surface.
+- **Output is real:** 1184×864 to 1344×768 PNGs, ~2 MB each.
+- **Measured defect found and fixed:** hero window panes sat at Y −1.98 while the mass front is Y −0.50 and the columns reach −1.02 — i.e. glazing floating 1.44 m in front of the wall and ahead of the colonnade. Now `WINDOW_Y = −0.56` (6 cm proud of the wall, behind the columns). Visible as dark openings in `review-hero-facade-front`.
+- Reminder: `.blend` is LFS read-only on checkout — `chmod u+w` or Blender fails with "Cannot save blend file … not writable" (this bit again here).
+
+## 2026-11-09 — UE export hygiene: smoothing groups + facade collision
+
+- **All our FBX exporters used `mesh_smooth_type="OFF"`**, which is why every Unreal import logged "No smoothing group information was found for this mesh". The hero now exports `"FACE"` and its round parts are shaded with `shade_smooth_by_angle(35°)` before export: cylinders read as round instead of faceted, and the import warning is gone (6 → 0).
+- **The hero façade had no simple collision** (complex-only), so line traces and capsule sweeps passed straight through it — the player could walk through the wall of the demo. Caught by a new `-qaselftest` **facade occlusion probe** (40 m sideways traces from the road centre at walking height).
+- **Auto-generated convex collision on a 95-part 26 m façade is unusable**: it produced coarse hulls that bulged into the street and the wall probe went 0/35 → 2/35. Rejected in favour of `UseComplexAsSimple` via `UGigLineAssetTools.set_complex_collision_as_simple` (same reason the terrain uses it), saved on the asset.
+- Probe expectations must mirror the staged buildings: the facade probe now carries explicit X spans per frontage (and the TCL/Tussaud's spans on the north side) so a gap between buildings is not reported as a defect.
+
+## 2026-11-09 — one FBX export preset instead of six copies
+
+- The `bpy.ops.export_scene.fbx(...)` argument block was duplicated in six scripts (hero, block frontage, north buildings, site, scale test, MPFB character), and all six carried `mesh_smooth_type="OFF"` — hence the "No smoothing group information was found" warning on every import.
+- Now `Tools/fbx_export_preset.py` holds `ue_metric_v1` and `ue_character_v1`: `preset_kwargs()` (bpy-free, unit-tested) plus `export_static()` / `export_character()` wrappers that import `bpy` lazily. Every caller imports it and passes `selection=True/False`; the seven duplicated blocks are gone.
+- Callers in `Tools/` resolve the module with `sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))`; the Blender-side `Art/blender/site/export_site_fbx.py` computes the repo root (`..`, `..`, `..`) and joins `Tools`. Getting that wrong silently inserts `Tools/Tools` — check the import path when adding a caller.
+- Verified end to end: scale test, hero, frontage (6/6), site (7/7) and north buildings all re-exported through the preset, re-imported with **0 smoothing warnings**, DemoMap rebuilt and `-qaselftest` all PASS (walk, transect 0 holes, wall probe 0/35, facade probe 0/9).
+- `mpfb_character_export.py` was not re-run: it needs the MPFB add-on on `BLENDER_USER_SCRIPTS` ("Add-on not loaded: bl_ext.blender_org.mpfb"), which is pre-existing and unrelated; the character is not in `0.1.x` gameplay.
+
+## 2026-11-09 — v0.1.2 released
+
+- Cornice finished: projecting corona over a **52-dentil course** (0.18 × 0.30 × 0.22 m at 0.45 m centres, z 12.12–12.34, 0.25 m clear of the corona). Hero is now 3 044 tris across 148 parts, still 14.50 m. Verified: packaged `-qaselftest` all PASS (transect 0 holes, wall probe 0/35, facade probe 0/9).
+- `CHANGELOG.md` gets the `0.1.2` entry (added/changed/fixed/verified/limitations), the `0.1.2` section is removed from `TODO.md`, `ROADMAP.md` status updated, tag `v0.1.2` cut after the merge.
+- Assumptions recorded rather than hidden: dentil spacing, base and abacus dimensions are not resolvable in our reference photography.
+
+## 2026-11-09 — elevation cameras levelled (straight verticals)
+
+- archviz MUST: an elevation must not lean. `hero-facade-front` looked up ~4° from 4.2 m at a 7.6 m target; `demo-spawn-view` and `demo-street-level` were pitched too. All three now put the camera at the target's height, so `FindLookAtRotation` yields pitch 0 and roll 0 and verticals are parallel by construction.
+- Do not try to _measure_ verticality from the rendered PNG with a naive edge scan: banners, windows and the parapet produce different edge sets at different heights and the pairwise match is meaningless (it reported a 418 px "drift"). Verify it geometrically in the camera list instead.
+
+## 2026-11-09 — 0.1.3 packaging/setup fixes
+
+- **`Tools/ue_common.py`**: `make_writable()` clears the read-only bit an LFS `.umap` checks out with (otherwise `save_map()` returns False with no error and the staged actors vanish), and `require_saved()` makes that failure visible. `ue_hero_facade_import.py` and `ue_import_north_buildings.py` never did this — which is why importing the hero appeared to succeed while saving nothing. Verified by forcing `chmod u-w` on DemoMap first: the run logged `map writable: chmod u+w … (was 0o444)`, then `save_map: True`, exit 0.
+- Gotcha while adding it: `ue_hero_facade_import.py` had **no** `import os`/`sys` (only `unreal`), so the sys.path line raised `NameError: name 'sys' is not defined` inside the commandlet — an exit code of 255 with no obvious cause.
+- Docs: `build.md` gained the current pipeline table (7 site FBXs, frontage, north, hero, map), the `Builds/GigLineQA` archive, the packaged-log path, `-qaselftest` usage and a **traps** table; `setup.md` marks the fresh-checkout build verified and documents the two optional API keys; architecture 07 + combined doc corrected the build-output path.
+
+## 2026-11-09 — 0.1.4 materials + architecture-camera pass
+
+- **Material graphs**: `ensure_material()` now supports masonry coursing (`courses_m`) and roughness variation. **UE's `WorldPosition` is in CENTIMETRES**, so a course height in metres must be ×100 — the first attempt divided by 0.55 and produced coursing 100× too fine to see.
+- **`connect_material_expressions` returns False instead of raising**, so an unknown pin name leaves an input unconnected and the material silently compiles with a default (a mask of 0 is invisible). All links now go through a `link()` helper that logs failures. There is also **no `MaterialExpressionLess`**; use `Frac → Divide → OneMinus → Clamp` for a soft threshold band, or `MaterialExpressionStep`/`SmoothStep` if a hard one is wanted.
+- **Material assignment was slot-0-only**, which on the hero is the _banner_ — the stone, shadowed stone and glazing kept their flat Blender materials. Assignment is now per slot, keyed on the imported slot material's name (`glass`/`banner`/`stoneshadow`/`stone`/`roof`/`wall`). Hero: 4/4 slots.
+- New materials: `M_FacadeStoneShadow` (same coursing, a stop darker), `M_FacadeGlass` (roughness 0.14, specular 0.62 ≈ IOR 1.5 expressed without a refraction pass), `M_FacadeBanner` (the one saturated surface).
+- **Camera FOV**: levelling the elevation cameras left the building small in frame (39 % sky). Added optional per-shot `ShotFieldOfView` to `AGigLineShotActor` and a 4th element on the shot tuples; a long lens (42–55°) fills the frame from across the street while the camera stays level, so verticals stay parallel. `review-hero-facade-front` sky 39 → 20 %, `demo-spawn-view` 23 → 16 %.
+
+## 2026-11-09 — facade texture maps (0.1.4)
+
+- `Tools/generate_facade_textures.py` writes deterministic 512² base-colour and roughness maps (ashlar stone, stucco, asphalt, concrete) with a pure-zlib PNG encoder and hash-based value noise — no numpy/Pillow, ~14 s for all eight, and byte-identical on a re-run (checked by md5sum).
+- `ue_build_demo_map.py` imports them to `/Game/Hollywood/Textures` and samples them **world-aligned**: WorldPosition (cm) → ×(1/tile_cm) → ComponentMask(R,G) → TextureSample UVs. `tile_cm` per material: stone 440, stucco 260, asphalt 900, concrete 250.
+- Gotchas: `MaterialExpressionTextureSample`'s UV input pin is **"UVs"**, and the output pin for colour is **"RGB"** / roughness **"R"**. `ComponentMask` pins are R/G/B/A booleans. A textured material skips the graph coursing on purpose — overlaying both would double the course pattern.
+- The script needs `ROOT` in `ue_build_demo_map.py` and `sys` imported; forgetting either fails with `NameError` and an exit code of 0 from the commandlet (always read the result file under /tmp/gigline).
+
+## 2026-11-09 — façade module kit (0.1.4)
+
+- `Tools/facade_kit_build.py` builds the kit at the measured **4.96 m bay** and **3.10 m storey**: pilaster, sill, lintel, window bay, shopfront bay, door bay, cornice, parapet + coping = 16 meshes, exported per-object with `fbx_export_preset` plus a JSON part report (dims + evidence per piece).
+- `Tools/ue_import_facade_kit.py` → `/Game/Hollywood/Kit/*`, complex-as-simple collision (a convex hull would fence off the shopfront glazing).
+- `Tools/ue_apply_facade_kit.py` lays the kit out from each building's own bbox: `bays = round(width / 496 cm)`, storeys from height minus the 310 cm ground floor. **638 pieces** over six frontage buildings + both north buildings.
+- **Bug worth remembering:** the first window piece was modelled entirely at +Y (into the wall), so every window sat _inside_ the solid blockout wall and was invisible in every render while the placement maths looked right. The kit now projects the surround 3 cm proud with the glazing 6 cm behind its face — a solid-wall blockout cannot carry a real recess, so the piece has to project.
+- Blender gotcha: clearing the scene _including materials_ invalidates handles already taken ("StructRNA of type Material has been removed"); clear objects and orphan meshes only, and create the material after the clear.
+- The kit meshes are spawned at the world origin with their position baked into the mesh (like the frontage exports), so placement uses the bbox directly and must not add the actor location.
+
+## 2026-11-09 — CRITICAL: blockout must be regenerated with --origin
+
+- Regenerating the blockout in 0.1.2 (for the 3.1 m storey height) was run **without `--origin`**, so Blosm centred on the extract instead of fitting the project frame. The whole frontage shifted about **119 m in X and 2.4 m in Y**, and the hero ended up outside the 6902/6838 gap — the "verified placement" was undone silently, and every render still looked like a plausible block.
+- Correct invocation (README documents it, and the affine fit prints `frame correction residual: max 0.0 cm`): `blosm_blockout.py --osm … --bounds 34.1006,-118.3422,34.1020,-118.3370  --level-height 3.1 --origin 34.101545,-118.338718 --assets-dir … --out …`
+- After re-export + re-import, the frontage spans are back to the verified values: 6922 −24276..−17700, 6902 −17749..−14591, **hero −14644..−12028 between them**, theatre −12082..−8210, and the north buildings at −22889..−18442 / −27071..−22799.
+- **`ue_import_north_buildings.py` also lacked `import sys`**, so its sys.path line raised NameError and the import silently did nothing (exit 255). Same trap as the hero importer: these scripts imported only `unreal`.
+- Lesson: after any blockout regeneration, probe the staged buildings' world X spans and compare them with `Geo/verification/2026-11-06-el-capitan-block.md` before trusting a render. A shift of this size is invisible in a screenshot.
+
+## 2026-11-09 — kit naming + topology validation (blender-modeler checklist)
+
+- Kit assets now follow the Unreal convention: the Blender object keeps its readable name (`Kit_Pilaster`), the exported asset and file are `SM_Kit_Pilaster`. The kit loader strips the `SM_` prefix so the layout code still addresses pieces by short name.
+- `facade_kit_build.py::validate()` runs the blender-modeler cleanup checklist on every piece before handoff — non-manifold edges, loose vertices, triangle count — and records the result in the part report. Current kit: 16 pieces, **all manifold, no loose geometry, 12 tris each**.
+- `ue_import_facade_kit.py` now deletes kit assets that the current build no longer produces, so a rename cannot leave two generations of the same piece in the folder (the rename from `Kit_*` to `SM_Kit_*` did exactly that until it did).
+
+## 2026-11-09 — visual comparison loop; screenshots are demo-only
+
+- `Tools/visual_loop.py` closes the reference → render → feedback loop. `--verify` gates captures against `Tools/visual_targets.json` (blank, tone-less, wrong-size fail); `--compare` measures luma, RMS contrast, edge density, palette distance and a 3x3 luma grid against the reference and prints a 0–1 score; `--iteration N` writes `Art/reference/iterations/N/{metrics.json,feedback.md}`. The feedback names the skill to consult, so the next modelling pass starts from a measurement rather than an opinion.
+- **Iterations are gitignored** (`/Art/reference/iterations/`); only confirmed shots are promoted into `Screenshots/`. A test asserts the ignore rule and that every target is a demo-map shot.
+- `Screenshots/` now holds **demo-map captures only** — the review staging map is no longer rendered for review. `render_screenshots.sh --verify` renders the demo map, collects the shots and runs the verification gate in one step.
+- **PIL gotchas:** `FIND_EDGES` leaves its own border ring at 128 (236/3600 px on a 60x60 frame = 6.5% "detail" on a perfectly flat image), so crop **after** filtering — cropping before does not help, the new border gets the same treatment. Palette shares must divide by the full-image area, not the cropped one.
+- First comparison (iteration 2): spawn view 0.70, street level 0.35, crossing 0.41, north buildings 0.34. Edge density is the dominant gap everywhere (0.04–0.11 against 0.20–0.32 in the references) — the render still lacks the relief the photographs carry, which is exactly what the `0.1.4` façade work is for.
+
+## 2026-11-09 — theatre marquee + blade sign
+
+- `Tools/theatre_trim_build.py` builds the El Capitan Theatre's signature features in **world coordinates**: marquee canopy 12.0 × 2.60 m at a 4.60 m soffit, illuminated fascia, recessed soffit, vertical blade sign 1.30 × 5.20 m with frame and bracket. `Tools/ue_stage_theatre_trim.py` imports to `/Game/Hollywood/Theatre` and stages one actor per piece (single spawn at the origin — no placement arithmetic).
+- **Two placement bugs, both invisible in a render:**
+  1. **Axis sign.** Blender +Y is Unreal −Y, so a face at Unreal Y +1001 is Blender Y −10.01. Using +10.01 put the whole marquee on the far side of the boulevard.
+  2. **Absolute Z.** Trim heights were absolute while the pavement at the theatre is 4.56 m above the project datum, so the canopy hung 5 cm above the pavement — the QA wall probe caught it as a knee-height blocker. `GROUND_Z` now offsets every height.
+- Wall probe: a scan row at Y 1000 sat ~1 cm from the frontage building line and grazed the theatre wall once the kit's proud shopfronts went in. Rows now sample the street envelope only (−1400, −167, 800, −1382, 718).
+
+## 2026-11-09 — 0.1.4 signed off; 0.1.5 created for the carried geometry
+
+- Owner reviewed the four demo captures locally and approved the set. Signoff recorded in `Docs/reviews/0.1.4-review.md` (7/7 items) and in the per-shot `Approved` column of `Screenshots/README.md`.
+- The three geometry items that `0.1.4` did not finish — retail neighbours from their own references, hero fluting/motto band, blockout cleaning — move to a new **`0.1.5` Façade finishing** patch rather than growing this one, plus a much-needed **1440p performance re-measure** (625 kit actors have never been measured; `0.1.0` measured 414 fps).
+- Decision recorded because it sets a precedent: finish and sign off a version when its _stated_ scope is done, and carry leftover scope into the next patch — do not let a patch accumulate unmeasured geometry.
@@ -1,57 +1,51 @@
-# Screenshots — visual review
+# Screenshots — demo-map visual review

-Rendered in-game captures of the current project content, generated by [`Tools/render_screenshots.sh`](../Tools/render_screenshots.sh). The PNGs are committed alongside this README so a reviewer sees exactly what the build rendered.
+Rendered captures of **the demo map only** — what a player sees when the demo runs. Generated by [`Tools/render_screenshots.sh`](../Tools/render_screenshots.sh); the PNGs are committed so a reviewer sees exactly what the build rendered.
+
+The review staging map (`/Game/Test/ReviewMap`) is not part of this set: it exists to hold the camera list and the hero detail rig, and it is not what ships.

 ## How to regenerate

 ```bash
-Tools/render_screenshots.sh
+Tools/render_screenshots.sh --verify
 ```

-Rebuilds `Game/GigLine/Content/Test/ReviewMap.umap` from current content, runs the game on it (and on the DemoMap for the walkable views), walks the fixed camera list via `AGigLineShotActor`, captures each shot, copies the PNGs here and exits — about a minute. The camera list lives in `Tools/ue_build_review_map.py`; add new shots there, remove retired ones here.
+Stages the demo shot cameras, runs the game on `/Game/Hollywood/DemoMap`, copies the PNGs into `Screenshots/demo/` and then runs [`Tools/visual_loop.py`](../Tools/visual_loop.py) `--verify` to check that each shot still shows the content its expectation describes. About a minute.

-> Naming: shots use their stable camera name (no index prefix), so adding or reordering cameras never renumbers files or orphans the old ones. Click an image for the full-size PNG.
+## The shot list

-## Shot list
+Each shot has an **expectation** in [`Tools/visual_targets.json`](../Tools/visual_targets.json) — the content the capture must show — and a verification state produced by `--verify`: it fails if the frame is blank, the wrong size, or has no tonal range.

-All shots ☑ approved 2026-11-07, including the block frontage pass that added the neighbouring buildings and corrected the hero and north-building placement.
-
-**2026-11-08 — regenerated set (v0.1.1 geometry).** Re-rendered again after the `0.1.1` street change (sidewalk upstand tapered to the building edge, crossing ramps graded to ≤8 %). Re-rendered via `Tools/render_screenshots.sh` after the placement release check. The `demo-north-buildings` camera was re-pointed (it previously sat 9.5 km west and framed 85 % sky); that shot now shows both north buildings, and all maps carry the re-staged shot cameras. **Approved 2026-11-08** (owner review of the regenerated set).
-
-| # | File | Preview | Map | View | What it shows |
+| # | File | View | Expected content | Verified | Approved |
 | --- | --- | --- | --- | --- | --- |
-| 1 | `review-overview.png` | [<img src="review-overview.png" alt="overview" width="180">](review-overview.png) | Review | 7 m up, NE | Whole review layout: character + both cubes on the floor |
-| 2 | `review-character.png` | [<img src="review-character.png" alt="character" width="180">](review-character.png) | Review | eye height, south | MPFB mannequin, idle pose + warm skin; feet meet the plane |
-| 3 | `review-scale-cubes.png` | [<img src="review-scale-cubes.png" alt="scale cubes" width="180">](review-scale-cubes.png) | Review | south | Floating vs grounded cube: cast vs contact shadow |
-| 4 | `review-player-placement.png` | [<img src="review-player-placement.png" alt="player placement" width="180">](review-player-placement.png) | Review | spawn | The `AGigLineCharacter` pawn, capsule height and landing |
-| 5 | `review-npc-prefab.png` | [<img src="review-npc-prefab.png" alt="npc prefab" width="180">](review-npc-prefab.png) | Review | mid, west | The `AGigLineNPCPerson` prefab: collision capsule + visible MPFB body, feet on Z 0 |
-| 6 | `review-ground-contact.png` | [<img src="review-ground-contact.png" alt="ground contact" width="180">](review-ground-contact.png) | Review | knee height, feet | Floating/sinking character is obvious here |
-| 7 | `review-shadow-compare.png` | [<img src="review-shadow-compare.png" alt="shadow compare" width="180">](review-shadow-compare.png) | Review | low angle | Detached (floating) vs touching (grounded) shadows |
-| 8 | `review-hero-portals.png` | [<img src="review-hero-portals.png" alt="hero portals" width="180">](review-hero-portals.png) | Review | 8 m, eye height | Three genuine 1.2 m portal recesses with flights and plinth |
-| 9 | `review-hero-facade-front.png` | [<img src="review-hero-facade-front.png" alt="hero facade front" width="180">](review-hero-facade-front.png) | Review | road side, straight-on | Hero façade elevation and column rhythm |
-| 10 | `review-hero-facade-oblique.png` | [<img src="review-hero-facade-oblique.png" alt="hero facade oblique" width="180">](review-hero-facade-oblique.png) | Review | north-west | Body depth and column line standing proud of the mass |
-| 11 | `demo/review-demo-spawn-view.png` | [<img src="demo/review-demo-spawn-view.png" alt="spawn view" width="180">](demo/review-demo-spawn-view.png) | Demo | north sidewalk | The whole block: hero façade between its neighbours, both sidewalks and the road |
-| 12 | `demo/review-demo-street-level.png` | [<img src="demo/review-demo-street-level.png" alt="street level" width="180">](demo/review-demo-street-level.png) | Demo | eye height, north side | The hero colonnade with the adjacent frontage buildings either side |
-| 13 | `demo/review-demo-crossing.png` | [<img src="demo/review-demo-crossing.png" alt="crossing" width="180">](demo/review-demo-crossing.png) | Demo | along the crosswalk | The designated mid-block crossing at s=130 m (UE X -14956): three zebra bars on the asphalt, with the south frontage and the hero colonnade behind |
-| 14 | `demo/review-demo-north-buildings.png` | [<img src="demo/review-demo-north-buildings.png" alt="north buildings" width="180">](demo/review-demo-north-buildings.png) | Demo | across the Blvd | North-side buildings (TCL, Tussaud's) seen from the south side across the road. **2026-11-08:** camera re-pointed to the buildings' mass centre (was 9.5 km west → 85% sky); now frames both north buildings. Flat surfaces = `0.1.4` façade scope. |
+| 1 | `demo/review-demo-spawn-view.png` | north sidewalk | The whole south block: the neoclassical hero façade between its neighbours, both sidewalks and the road in the foreground | ☑ 2026-11-09 | ☑ 2026-11-09 |
+| 2 | `demo/review-demo-street-level.png` | eye height, north side | Street level: the hero colonnade with the adjacent frontage buildings either side, shopfronts at pavement level | ☑ 2026-11-09 | ☑ 2026-11-09 |
+| 3 | `demo/review-demo-crossing.png` | along the crosswalk | The designated mid-block crossing (s=130 m, UE X −14956): zebra bars on the asphalt, south frontage and colonnade behind | ☑ 2026-11-09 | ☑ 2026-11-09 |
+| 4 | `demo/review-demo-north-buildings.png` | across the Boulevard | The two north-side buildings (TCL Chinese Theatre, Madame Tussaud's) from the south side, full height in frame | ☑ 2026-11-09 | ☑ 2026-11-09 |
+
+Approval is per shot, in the table above (owner review of the `0.1.4` set, recorded in [`Docs/reviews/0.1.4-review.md`](../Docs/reviews/0.1.4-review.md)). Add a row when a shot is added; remove the file in the same change when a shot is retired.
+
+## The iteration loop (uncommitted)
+
+`Tools/visual_loop.py` measures each capture against its reference photograph and turns the deltas into modelling actions for the Blender skill packs:
+
+```bash
+python3 Tools/visual_loop.py --compare --iteration 3   # writes Art/reference/iterations/3/
+```
+
+That directory is **gitignored**: iterations stay uncommitted until a shot is confirmed, and only confirmed shots are promoted into `Screenshots/demo/`. The feedback file names the affected skill (`blender-modeler`, `archviz`, `materials`, `lookdev`, `camera-cinematography`) so the next modelling pass has a starting point rather than an opinion.
+
+Note the comparison is only meaningful when the shot and the reference frame the same subject — a wide block view measured against a tight façade crop will always report low edge similarity.

 ## Scene conventions

- **Review map** (`/Game/Test/ReviewMap`): 160 m floor, top face at Z 0; the character measures Z 0..83 cm. One warm key light plus sky fill.
- **Cubes**: `Cube_ScaleTest_A` rests on the floor, `Cube_ScaleTest_B` floats at Z 2 m; both are exactly 1 m — the scale reference.
- **Demo map** (`/Game/Hollywood/DemoMap`): fixed daytime — sun at pitch −50 / yaw 120 (intensity 4, warm), sky light 2.6, sky atmosphere, height fog, fixed exposure.
- **Materials**: every exported surface carries a look-developed material built in `Tools/ue_build_demo_map.py` (`ensure_material`) because Blender's flat diffuse colours do not survive the FBX → Unreal import. Each has an explicit roughness and a subtle world-space noise blend between two shades: `M_Asphalt` (0.92), `M_Concrete` (0.88), `M_KerbConcrete` (0.85), `M_Ground` (0.98), `M_RoadPaint` (0.62), `M_FacadeStone` (0.72) and `M_Stucco` (0.86) for the north-side buildings.
- **Lighting is dynamic-only** (`r.AllowStaticLighting=False`, all lights Movable), so no lighting build is ever required.
-
-## What to look for
-
- **Ground contact**: feet meet the plane with no gap and no shadow seam.
- **Scale**: everything checks against the 1 m cubes.
- **Façade rhythm**: six columns at 4.96 m across 25.75 m should read as the photographs in silhouette.
+- **Demo map** (`/Game/Hollywood/DemoMap`): fixed daytime — sun pitch −62 / yaw 120 (intensity 4, warm), sky light 2.6, sky atmosphere, height fog, fixed exposure.
+- **Cameras**: elevation shots sit at their target height (pitch 0, so verticals stay parallel) and use a 42–55° lens to fill the frame from across the street.
+- **Materials**: every surface carries a look-developed material from `Tools/ue_build_demo_map.py` — noise-blended base colour, masonry coursing, and a generated texture set (`Tools/generate_facade_textures.py`) sampled world-aligned. Explicit roughness and specular per surface type.

 ## Known cosmetic issues

- Floor speckle from the `Constant3Vector` wiring in `Tools/ue_build_review_map.py`.
- Hero façade renders pale — Blender flat colours with no normal/roughness, so it reads as untextured stone (the `0.1.4` façade patch, not a lighting bug).
- Banners and window panels float detached from the colonnade wall (next modelling pass).
- Between kerb and building line, the walkable surface is the terrain mesh, not a modelled pavement.
+- Hero façade renders pale: the stone material is a graph and a texture set, not a scanned surface (the `0.1.4` façade pass is in progress).
+- Banners sit on the column line rather than flush to the wall (they hang on the columns in the photographs, so this is acceptable).
+- Between kerb and building line the walkable surface is the terrain mesh, not a modelled pavement.
+- The El Capitan Theatre has no marquee or blade sign yet — the feature that makes it read as itself.
@@ -9,42 +9,19 @@ Actionable task list for this project. This file is the single, central place fo
 - When all steps in a version section are done: write a `CHANGELOG.md` entry, then remove the version section from this file.
 - Release gate: a version is tagged only on the owner's explicit go-ahead once its release checks pass, not automatically when the checkboxes close.

-## 0.1.2 — Scale and façade corrections (patch)
+## 0.1.5 — Façade finishing (patch)

-Suggested blender skills: **references** (reference-image-match and visual-match-checklist templates — measure the guessed heights and colonnade proportions against the photographs), **archviz** (real-world scale and façade composition discipline), **camera-cinematography** (reproduce the reference camera angles when comparing renders to photos).
+Suggested blender skills: **references** (reference-image-match against the photographs), **historical-worlds** / **archviz** (1920s Hollywood Blvd neoclassical detail), **materials** and **lookdev** for the remaining surface work.
+
+The `0.1.4` kit, materials and theatre trim are signed off; these are the geometry items that were carried forward rather than grown inside that patch.

 ### Patch tasks

- [ ] Correct building scale and street proportions flagged against references.
- [ ] Refine hero façade details where reference photography shows discrepancies.
- [ ] **Replace the placeholder heights.** Three of the fifteen block buildings carry no OSM height and render at a guessed 6.4 m (`Geo/tools/block_height_report.py`). Measure them off the photographs and correct the blockout.
- [ ] Resolve the remaining unknown on the hero: the colonnade currently occupies about 45 % of the height against roughly 50–60 % in the photographs. Fix the vertical proportions.
- [ ] Tag `v0.1.2` and write `CHANGELOG.md` entry; then remove this section.
-
-## 0.1.3 — Packaging and setup fixes (patch)
-
-Suggested blender skills: **export-pipeline** and **unreal-export** (scale/pivot/normals/materials/collision verification) if any packaging defect traces back to the Blender export presets.
-
-### Patch tasks
-
- [ ] Fix any packaging or build issues encountered in `0.1.x`.
- [ ] Update `Docs/` setup instructions for anything that changed.
- [ ] Tag `v0.1.3` and write `CHANGELOG.md` entry; then remove this section.
-
-## 0.1.4 — Proper building façades (patch)
-
-Suggested blender skills: **procedural-modeling** + **geometry-nodes** (the façade module kit — bay, pilaster, cornice, parapet, window, shopfront, door — as reusable node groups), **archviz** (real-world scale and façade composition), **materials** (procedural brick, concrete, stone, render, glass — the ported generators), **texture-workflow** (AO/curvature/normal bakes and decals for the motto band and medallions), **uv-workflow** (texel density and modular UV layouts for the kit), **scene-assembly** (assembling kit pieces onto the fifteen block buildings), **lookdev** (screenshot-comparison loop until shading reads correctly), **historical-worlds** or **realistic-style** (1920s Hollywood Blvd neoclassical direction), **asset-optimization** + **unreal-export** (pre-export validation, `ue_metric_v1` preset), **qa-review** (final gate before the `Tools/render_screenshots.sh` review).
-
-### Patch tasks
-
- [ ] **Finish the Blosm blockout cleaning/detailing (moved from the deferred `0.1.0` item).** Import state: `Art/blender/blockout/blockout-2026-11-06.blend` (86 meshes, EPSG:26911, 0.0 cm affine residual) with cleaning tooling in `Geo/tools/` and `Art/blender/blockout/blosm_blockout.py`. To do here: (a) untextured roofs/facades → **Replace placeholder materials** below; (b) Blosm `setupScript` façade styles → **Give OSM buildings a façade style** below; (c) the 3 of 15 buildings lacking height data are the `0.1.2` placeholder-heights item.
- [ ] **Define the façade module.** One set of reusable pieces (bay, pilaster, cornice, parapet, window, shopfront, door) at a fixed module, exported with the `ue_metric_v1` preset so every building assembles from the same kit.
- [ ] **Replace placeholder materials.** Every blockout building currently carries Blender flat colours. Port the procedural generators from `Tools/sibling_asset_audit.py`'s sibling project (`brick_facade`, `seamless_concrete`, `asphalt`) and add stone, render, and glass, then wire them through Unreal material instances.
- [ ] **Give OSM buildings a façade style.** Blosm exposes `scene.blosm.setupScript` (`setup/neoclassical.py` is the example) so a building can carry a real elevation instead of a plain extrusion. Build one style script for the south frontage and one for the north.
- [ ] **Hero façade detail pass.** Ionic capitals and fluting, the parapet motto band and medallions as geometry or decal, window rhythm behind the colonnade, and the three portal flights at their photographed proportions.
- [ ] **El Capitan Theatre (6838) and the retail neighbours.** Model from the 18-frame 5472×3648 reference set; the theatre shares the measured 4.96 m bay rhythm with the temple.
- [ ] Review every façade change with `Tools/render_screenshots.sh` before tagging.
- [ ] Tag `v0.1.4` and write `CHANGELOG.md` entry; then remove this section.
+- [ ] **Retail neighbours (6822 Budget, 6806–6820, 6800 Lee Drug) from their own references.** The 18-frame set is the El Capitan Theatre, so it cannot stand in for these façades. Fetch or shoot per-building references first, then model the shopfront line and upper storeys rather than relying on the kit alone.
+- [ ] **Hero façade: fluting and the motto band as geometry.** The colonnade is plain cylinders and the motto/medallions are flat panels; both are legible in the reference photography.
+- [ ] **Blosm blockout cleaning pass.** Roofs and facades remain untextured volumes and the `setupScript` styles stay unused; with the kit carrying the elevations, this is now cleanup rather than a second façade system.
+- [ ] **Re-measure 1440p performance** with 625 kit actors and 8 generated textures in the map. `0.1.0` measured 414 fps average, so there is headroom, but it has not been re-run since.
+- [ ] Tag `v0.1.5` and write `CHANGELOG.md` entry; then remove this section.

 ## 0.2.0 — MPFB player body, third-person camera, basic animation (weeks 7–9)

@@ -16,6 +16,14 @@ Geographic tools live in [`Geo/tools/`](../Geo/README.md) and the Blender-side b
 | Tool | Purpose |
 | --- | --- |
 | `check-lfs.sh` | Fails if the `lfs` filter is missing or an LFS-tracked file was committed as a plain blob |
+| `facade_kit_build.py` | Builds the reusable façade **module kit** at the measured 4.96 m bay: pilaster, sill, lintel, window bay (surround + glazing), shopfront bay (piers, glass, fascia), door bay (jambs, door, threshold), cornice and parapet + coping. Exports each piece with the shared preset plus a JSON part report (dims + evidence per piece). |
+| `ue_import_facade_kit.py` | Imports the kit into `/Game/Hollywood/Kit/*` as static meshes with complex-as-simple collision; writes `/tmp/gigline/kit-import.txt`. |
+| `theatre_trim_build.py` | El Capitan Theatre trim: projecting marquee canopy, illuminated fascia, recessed soffit, vertical blade sign with frame and bracket. Built **in world coordinates** (span and pavement height baked in) with a JSON part report, so staging is a single spawn at the origin. |
+| `ue_stage_theatre_trim.py` | Imports the trim to `/Game/Hollywood/Theatre` and stages one actor per piece in the DemoMap with site materials; clears a previous run first. |
+| `ue_apply_facade_kit.py` | Lays the kit over a building's street face from its own bounding box: bay count = round(width / 4.96), storeys from the height, shopfronts on the ground floor, windows above, pilasters on bay boundaries, cornice and parapet at the top. Clears a previous application first; unique labels per building. |
+| `generate_facade_textures.py` | Deterministic stdlib PNG generator for the facade maps (`T_StoneAshlar`, `T_Stucco`, `T_Asphalt`, `T_Concrete`, each `_BC` base colour + `_R` roughness). Pure-zlib writer, hash-based value noise, identical bytes on every run; `--size` and `--out` (`/tmp/gigline/textures` by default). `ue_build_demo_map.py` imports them into `/Game/Hollywood/Textures` and samples them world-aligned. |
+| `ue_common.py` | Shared helpers for the Unreal commandlet scripts: `make_writable()` clears the read-only bit an LFS `.umap` checks out with (otherwise `save_map()` returns False silently), and `require_saved()` makes that failure explicit. |
+| `fbx_export_preset.py` | The **single** FBX export preset (`ue_metric_v1` / `ue_character_v1`): metres→centimetres via `FBX_SCALE_NONE`, axis mapping east +X / north −Y / up +Z, `mesh_smooth_type="FACE"` (smoothing groups survive the import). Every Blender exporter imports it instead of copying the argument block; `preset_kwargs()` is bpy-free and unit-tested. |
 | `sibling_asset_audit.py` | Reads the sibling project's prop library from GLB headers into `Art/props/reuse-manifest.json`; copies nothing |
 | `scale_test_export.py` / `ue_scale_test_import.py` | The 1 m = 100 uu scale test; the named presets `ue_metric_v1` live in these two files |

@@ -50,11 +58,37 @@ Geographic tools live in [`Geo/tools/`](../Geo/README.md) and the Blender-side b
 | Tool | Purpose |
 | --- | --- |
 | `render_screenshots.py` / `render_screenshots.sh` | Rebuilds the review map, runs the game, captures the shot list into `Screenshots/` |
-| `judge_screenshot.py` | Vision-model pre-check: judges a screenshot against an expected-scene description (`--image` + `--expect`, or `--shots` for every shot in the README). Reads `OPENROUTER_API_KEY` from `.env` (ignored). Optional helper — a human must still approve. |
+| `judge_screenshot.py` | Vision-model pre-check: judges a screenshot against an expected-scene description (`--image` + `--expect`, or `--shots` for every shot in the README). Reads `OPENROUTER_API_KEY` from `.env` (ignored). Optional, advisory only — the model is unreliable on this content and never replaces a human verdict. |
+| `visual_loop.py` | The reference-vs-render loop. `--verify` gates each capture against its expectation in `visual_targets.json` (blank/short/wrong-size/tone-less shots fail); `--compare` measures luminance, contrast, edge density, palette and 3×3 composition against the reference photograph and turns the deltas into modelling actions naming the skill to consult (`blender-modeler`, `archviz`, `materials`, `lookdev`, `camera-cinematography`); `--iteration N` writes the artefacts under `Art/reference/iterations/N/`, which is **gitignored until the owner confirms a shot**. |
+| `visual_targets.json` | Per-shot expectation and reference photograph for `visual_loop.py`. Every entry must be a demo-map shot. |

 ## Gameplay QA

 | Command | Purpose |
 | --- | --- |
 | `UnrealEditor <uproject> /Game/Hollywood/DemoMap -game -qaselftest` | Headless behaviour check: drives forward input for 2 s, then resets and pauses. Logs `GigLine QA: ... PASS/FAIL` lines and a final `RESULT`. Runs only with `-qaselftest`, so normal play is unaffected. |
-| `GigLine SIM` / `GigLine GROUND` log lines | Emitted every second by `AGigLineCharacter` (TEMP QA): position, fall state, movement mode, and what the ground probe hits underneath. Remove before release. |
+| `-qaselftest` phases | Walk, reset, pause/unpause, a 16-row seam transect (0 holes), a ground-referenced wall probe (0/35) and a **facade occlusion probe** that fires sideways from the road centre and requires a blocking wall wherever a building is staged (0/9), plus a frame-time capture writing `Saved/Profiling/perf-walk-frametimes.csv` and logging `GigLine PERF:`. |
+| `gigline.SetupLogs` cvar | Spawn/input setup logging, **off by default** (`DefaultEngine.ini [ConsoleVariables]`); enable at runtime with `gigline.SetupLogs 1`. |
+
+## Reference and concept generation
+
+| Tool | Purpose |
+| --- | --- |
+| `facade_detail_concepts.py` | Generates **frontal building plates** (whole elevation, entrance in its facade, or building with neighbours) from a local reference photograph with an image model (OpenRouter); close-up detail crops are deliberately not requested because they cannot be measured for proportion. `--list` is free and shows which studies have their reference present; `--all`/`--only <name>` generates. Never overwrites (writes `-v2`, `-v3`), writes a `.refgen.json` sidecar per image (model, prompt, source photo, SHA-256), and puts everything under `Art/reference/facade-details/` — gitignored, local-only, never shipped. Costs money per image, so it is never automatic. |
+| `judge_screenshot.py` | (see Visual review) |
+
+## Input injection
+
+| Tool | Purpose |
+| --- | --- |
+| `input_emulation.py` | Pure-stdlib `ctypes`/`fcntl` driver that creates a virtual keyboard+mouse on `/dev/uinput`. The desktop treats it as real hardware, so it proves whether OS input actually reaches the game. Needs `/dev/uinput` writable (ACL on this host). |
+| `input_test.py` | Injects a scripted sequence into the focused window: `--sequence move:2,look:3,jump:1,reset:1,pause:1,click`. |
+
+## Tests
+
+```bash
+python3 -m pip install -r requirements-tools.txt
+python3 -m unittest discover -s Tools/tests -t Tools -p 'test_*.py'
+```
+
+Stdlib `unittest`, no Blender/Unreal process. See [`tests/README.md`](tests/README.md): test the pure parts (encoding, classification, maths, parsing); if logic is buried in `main()`, extract it into a function so it can be tested.
Author	SHA1	Message	Date
zwitschi	5e2c5e29c0	feat(facades): 0.1.4 — module kit, textured materials, theatre trim (#30 ) Merged PR #30: 0.1.4 — facade module kit, textured materials, theatre trim Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 20:29:11 +01:00
zwitschi	d6d3d54810	fix(tools): importers clear the read-only LFS bit before saving; 0.1.3 docs refresh (#29 ) Merged PR #29: v0.1.3 packaging and setup fixes Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 18:53:48 +01:00
zwitschi	ba68dcfdbc	feat(hero): v0.1.2 — scale calibration, façade detail, export preset refactor (#28 ) Merged PR #28: v0.1.2 — scale calibration, façade detail, export preset Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 18:48:33 +01:00
zwitschi	640bff9631	screenshots: re-render the whole set after the 0.1.2 height calibration (review) (#27 ) Merged PR #27: 0.1.2 screenshot set (approved) Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 16:44:00 +01:00
zwitschi	5ffe62f6aa	feat(geo): adopt Mapbox building calibration (3.1 m per level) (#26 ) Merged PR #26: adopt Mapbox building calibration Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 16:38:28 +01:00
zwitschi	81f7cd3991	feat(geo): cross-check block heights against Mapbox building data (#25 ) Merged PR #25: Mapbox building-height cross-check Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 16:31:39 +01:00
zwitschi	68d8745534	docs(agents): tooling + architecture-upkeep rules, with tool tests (#24 ) Merged PR #24: tooling + architecture-upkeep rules, tool tests Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 16:25:35 +01:00
zwitschi	420f863999	fix(geo): the three "guessed" block heights are a roof, a roof and a bus shelter (#23 ) Merged PR #23: block height classification + hero proportions recorded Co-authored-by: Zwitschi <zwitschi82@gmail.com>	2026-11-08 16:20:46 +01:00