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+# topo2laser
+
+Convert geographic elevation data into layered SVGs for laser cutting topographic relief maps. Each layer is cut from sheet material and stacked to produce a physical 3D terrain model.
+
+## Setup
+
+```bash
+uv sync --extra dev
+```
+
+## Quick Start
+
+```bash
+# Kaua'i + Ni'ihau (ocean + islands)
+uv run topo2laser \
+  --bbox "21.71,-160.5,22.3,-159.2" \
+  -o output/kauai \
+  --material-thickness thin-ply \
+  --high-res \
+  --render-2d
+
+# Duluth / Lake Superior (lake + terrain, water surface at 183m)
+uv run topo2laser \
+  --bbox "46.58,-92.35,46.95,-91.75" \
+  -o output/duluth \
+  --water-level 183 \
+  --water-layers 4 \
+  --layers 10 \
+  --render-2d
+
+# Grand Canyon (all-land, 12 layers)
+uv run topo2laser \
+  --bbox "36.0,-112.3,36.25,-111.9" \
+  -o output/grand-canyon \
+  --high-res \
+  --layers 12 \
+  --render-2d
+```
+
+## Output
+
+```
+output/kauai/
+  topo_map.svg              # Combined multi-layer SVG
+  render_2d.png             # Top-down color preview
+  render.png                # 3D perspective preview (with --render)
+  layers/
+    layer-00-water.svg      # Per-layer SVGs for individual cutting
+    layer-01-water.svg
+    ...
+    layer-09-land.svg
+    frame.svg               # Rectangular frame piece
+```
+
+## Key Options
+
+| Option | Description |
+|--------|-------------|
+| `--bbox` | Bounding box: `"south,west,north,east"` |
+| `--material-thickness` | `thin-ply` (3mm), `cardstock` (1.5mm), `thick-ply` (6mm), or mm value |
+| `--layers` | Total layer count (default 10) |
+| `--water-layers` / `--land-layers` | Explicit water/land layer split |
+| `--water-level` | Water surface elevation in meters (0 = sea level, 183 = Lake Superior) |
+| `--high-res` | Use 3DEP 10m data for US locations (slower first run) |
+| `--width` / `--height` | Target dimensions in mm (default: fit xTool P2 bed) |
+| `--render-2d` | Generate top-down 2D preview PNG |
+| `--render` | Generate 3D perspective preview PNG |
+| `--render-interactive` | Open rotatable 3D preview window |
+
+## Data Sources
+
+- **Ocean bathymetry**: ETOPO 2022 (15 arcsecond, global)
+- **Land elevation**: USGS 3DEP (10m, US only, via `--high-res`)
+- **Lake bathymetry**: ETOPO + `--water-level` for Great Lakes
+
+## Development
+
+```bash
+uv run pytest                    # Run tests
+uv run black topo2laser/ tests/  # Format
+uv run ruff check --fix topo2laser/ tests/  # Lint
+
+# Regenerate reference images (4 test locations)
+./scripts/generate-reference.sh
+
+# Run visual regression check
+uv run python scripts/visual-regression-check.py --all
+```
+
+## Using with Claude Code
+
+Claude Code can read the 2D preview PNGs to visually validate pipeline output. Generate a render and ask Claude to inspect it:
+
+```bash
+uv run topo2laser --bbox "..." -o output/test --render-2d
+# Then in Claude Code: "Read output/test/render_2d.png and check for issues"
+```
+
+Reference images in `tests/reference/` provide baselines for 4 use cases:
+- **kauai** — Ocean + islands (bathymetry)
+- **duluth** — Lake + terrain (water-level)
+- **grand-canyon** — All-land, dramatic terrain
+- **camp-woodbrooke** — All-land, small scale (~500 acres)
+
+The visual regression validator runs automatically on `git push` when pipeline files change, comparing generated renders against these references using SSIM.