362 lines
19 KiB
Markdown
362 lines
19 KiB
Markdown
# Asset Pipeline and Tooling
|
||
|
||
Everything the game renders is produced or gated by the scripts below. Architecture-level contracts,
|
||
data flow and failure fallbacks are summarized in
|
||
[`architecture.md`](architecture.md#content-and-asset-pipeline-architecture); this page is the
|
||
operational reference. Development-only outputs (AI concept sheets, Blender sources, raw AI fabrics)
|
||
are gitignored; the audited game assets are committed.
|
||
|
||
## Image Asset Tools
|
||
|
||
Install the Pillow dependency used by the existing texture generator and the asset tools:
|
||
|
||
```bash
|
||
python3 -m pip install -r requirements-tools.txt
|
||
```
|
||
|
||
Generate a role-sized image (generation requires `OPENROUTER_API_KEY`):
|
||
|
||
```bash
|
||
python3 tools/asset_pipeline.py generate --prompt "weathered red brick" --role tile --output assets/textures/brick_extra.png
|
||
```
|
||
|
||
Generated images are resized to the selected role profile. Non-square requests use
|
||
the validated `openai/gpt-5-image-mini` source ratio and crop to the final role dimensions.
|
||
Transparent glyphs can be recolored while preserving their alpha mask with
|
||
`--foreground '#ffffff'`.
|
||
|
||
Crop uses the image center by default; `--x` and `--y` select an explicit crop origin. Resize defaults to aspect-preserving `contain`; use `--fit cover` to crop or `--fit stretch` to distort to the exact dimensions.
|
||
|
||
```bash
|
||
python3 tools/asset_pipeline.py crop assets/textures/source.png assets/textures/crop.png --width 256 --height 128
|
||
python3 tools/asset_pipeline.py resize assets/textures/source.png assets/images/scenes/scene.png --width 1920 --height 1080 --fit cover
|
||
python3 tools/asset_pipeline.py seamless assets/textures/rough_tile.png assets/textures/tile.png
|
||
```
|
||
|
||
Audit accepts image files or directories. `--role auto` infers common roles from paths and filenames; explicit roles include `tile`, `texture`, `icon`, `card`, `banner`, `backdrop`, `background`, `overlay`, `app_icon`, and `screenshot`.
|
||
|
||
```bash
|
||
python3 tools/asset_pipeline.py audit assets/textures
|
||
python3 tools/asset_pipeline.py audit assets/images/scenes --role background --json
|
||
python3 -m unittest discover -s tools -p 'test_*.py'
|
||
```
|
||
|
||
The audit classifies measurable fit issues as `good` or `bad` based on role-specific dimensions, aspect ratio, alpha requirements, and tile-edge continuity. It lists perspective/projection as a visual review item because image semantics cannot be judged reliably by these deterministic checks.
|
||
|
||
## Prop models
|
||
|
||
Street furniture (bollards, benches, bins, planters, newspaper boxes, a hydrant)
|
||
is real 3D geometry generated by `tools/model_pipeline.py` and written to
|
||
`assets/models/generated/*.glb`. Godot imports each file as a `PackedScene`, and
|
||
`WorldBuilder` instantiates it with a procedural fallback when the model or its
|
||
import is missing, so the world still builds on a fresh checkout.
|
||
|
||
```bash
|
||
# Print the catalogue (parts, triangle count, whether a model/concept exists)
|
||
python3 tools/model_pipeline.py list
|
||
|
||
# Rebuild the models (deterministic, offline) and validate them
|
||
python3 tools/model_pipeline.py build
|
||
python3 tools/model_pipeline.py audit
|
||
|
||
# Optional: an image model supplies the colour palette per prop
|
||
# (requires OPENROUTER_API_KEY; the repo .env is read automatically)
|
||
python3 tools/model_pipeline.py concept
|
||
python3 tools/model_pipeline.py concept --only bench --force
|
||
```
|
||
|
||
Each prop is a small list of boxes and cylinders, so `build` needs no network and
|
||
the output is byte-identical between runs. `concept` asks an image model for a
|
||
studio-style reference; `dominant_colors` and `assign_roles` then map that image's
|
||
colours onto material roles (darkest → metal, warm saturated → wood, light grey →
|
||
stone, green → foliage). glTF stores colours in linear space, so the tool converts
|
||
the sRGB palettes before writing them. Re-run `build` and `godot --headless
|
||
--path . --import` after changing a prop. See
|
||
[ADR-0012](adr/0012-surface-materials-and-generated-props.md).
|
||
|
||
Surface materials share one definition in `src/game/materials.gd`: named
|
||
roughness/metallic profiles per surface, plus the environment tune-up (ACES
|
||
tonemapping, glow, fog, colour grading) that the phase lighting applies.
|
||
|
||
## NPC character model
|
||
|
||
NPCs are moving from the procedural capsule rig to a skinned, UV-mapped base
|
||
character authored in Blender ([ADR-0013](adr/0013-blender-authored-npc-characters.md)).
|
||
`tools/npc_pipeline.py` builds `assets/models/generated/npc_base.glb` plus the
|
||
per-slot material maps. `NpcAvatar` instantiates that skinned model, tints its
|
||
five material slots from the seed-driven outfit, and drives the bones from the
|
||
existing animation code; the procedural rig remains the offline fallback (see
|
||
[ADR-0013](adr/0013-blender-authored-npc-characters.md) and
|
||
[`blender-assets.md`](blender-assets.md)).
|
||
|
||
```bash
|
||
# Print the frozen contract (slots, bone names, triangle budget)
|
||
python3 tools/npc_pipeline.py list
|
||
|
||
# Rebuild the skinned base mesh + neutral maps in Blender and validate it
|
||
flatpak run org.blender.Blender --background --python "$PWD/tools/npc_pipeline.py" -- build
|
||
python3 tools/npc_pipeline.py audit
|
||
|
||
# Layer the AI clothing albedos (shirt/trousers) over the procedural weave, and
|
||
# derive per-fabric outfit colours for the avatar palette
|
||
python3 tools/npc_pipeline.py prepare
|
||
python3 tools/npc_pipeline.py palette
|
||
```
|
||
|
||
`prepare` resizes the AI fabric tiles (kept locally in `assets/textures/npc/ai/`,
|
||
which is gitignored) onto the 256² `cloth`/`pants` albedos; `build` bakes them into
|
||
the `.glb` and regenerates the procedural normal + packed ORM maps at the same
|
||
256² size. Runtime fabric materials repeat the weave 4× (`NPC_FABRIC_UV_SCALE`)
|
||
and skip the per-character baked AO, which otherwise magnified into large
|
||
blotches; skin, hair and fixed gear keep AO. `palette` writes
|
||
`assets/textures/npc/palette.json` using `model_pipeline.dominant_colors`.
|
||
|
||
## Blender asset library (loaded by the game)
|
||
|
||
`tools/blender_assets.py` models a larger library procedurally in Blender for the
|
||
v0.6.0 integration: **8 skinned NPC characters** (casual, jacket, coat, hi-vis vest,
|
||
dress, hoodie, firefighter, guard), each a drop-in for `npc_base.glb` (same bones,
|
||
joint positions and tint slots); **18 gear pieces** authored at head/hand/back/chest
|
||
attach points (caps, hood, helmet, backpack, SCBA tank, lanyard, phone, cup,
|
||
clipboard, umbrella, camera, sign, flashlight, wand, radio, …); and **20 props**
|
||
(octagonal bollard and bin, slatted bench, hydrant, news box, planters, street lamp,
|
||
street and palm trees, A-frame sign, wall lantern, cone, crowd barrier, stanchion,
|
||
handrail, podium, double door, marquee, sedan).
|
||
|
||
`NpcAvatar` selects a character by role/seed, tints the five contract slots, and
|
||
attaches gear at the documented points; `WorldBuilder` loads the library props
|
||
with colliders/avoidance and drives their emissive parts from the day/night
|
||
cycle. The single `npc_base.glb` and primitive props remain offline fallbacks.
|
||
Contract and integration notes: [`blender-assets.md`](blender-assets.md).
|
||
|
||
| Characters | Props |
|
||
| --- | --- |
|
||
|  |  |
|
||
|
||
```bash
|
||
flatpak run org.blender.Blender --background --python "$PWD/tools/blender_assets.py" -- build
|
||
flatpak run org.blender.Blender --background --python "$PWD/tools/blender_assets.py" -- render
|
||
python3 tools/blender_assets.py sheet # docs/blender_previews/sheet_*.jpg
|
||
python3 tools/blender_assets.py audit # no Blender needed
|
||
godot --headless --path . --import
|
||
```
|
||
|
||
## Confirmed game assets
|
||
|
||
Everything below is audited and shipped in the game; development-only outputs
|
||
(AI concept sheets, Blender sources, raw AI fabrics) are gitignored.
|
||
|
||
| | |
|
||
| --- | --- |
|
||
|  |  |
|
||
|  |  |
|
||
|  |  |
|
||
|
||
- **Surface textures:** the v2 picks above (brick, sidewalk pavers, dry and wet asphalt, awning canvas) plus their normal maps, loaded by `src/game/materials.gd` and `WorldBuilder`; the three skyline panoramas are switched per shift phase. The first-generation tiles and `assets/textures/skyline.png` are no longer loaded.
|
||
- **UI art:** `assets/textures/ai/game_ready/icons/` (flashlight, door lock, wand, REC) and `assets/textures/ai/game_ready/cards/` (ID, wristband, ticket, credential, guest list), loaded by `src/game/ui/hud.gd`.
|
||
- **Generated models:** `assets/models/generated/*.glb` — bollard, bench, trash bin, planter, newspaper box, hydrant, and the NPC base — plus their colour atlases.
|
||
- **NPC material maps:** `assets/textures/npc/*_{albedo,normal,orm}.png` and `palette.json`.
|
||
|
||
Audit them all:
|
||
|
||
```bash
|
||
python3 tools/asset_pipeline.py audit assets/textures/ai/game_ready
|
||
python3 tools/model_pipeline.py audit
|
||
python3 tools/npc_pipeline.py audit
|
||
```
|
||
|
||
## Realism pass: scene concepts, skylines and textures
|
||
|
||
The skyline, surface tiles and phase lighting were rebuilt against AI concept frames. The
|
||
concepts live in [`docs/screens/concepts/`](../docs/screens/concepts/README.md); the validated
|
||
picks the game loads are in `assets/textures/ai/game_ready/v2/picks/` (day/dusk/night
|
||
panoramas, brick, sidewalk pavers, dry and wet asphalt, awning canvas, each with a normal
|
||
map).
|
||
|
||
`tools/scene_concepts.py` generates and processes new candidates, promotes the validated ones
|
||
to stable names, audits them, and scores captures against the concepts. It never overwrites an
|
||
image: new files get a `-vN` suffix, and `process` skips existing candidates unless `--new`.
|
||
|
||
```bash
|
||
python3 tools/scene_concepts.py generate --group scene # or backdrop / texture, --variants N
|
||
python3 tools/scene_concepts.py process && python3 tools/scene_concepts.py audit
|
||
python3 tools/scene_concepts.py promote # validated picks -> v2/picks/
|
||
godot --headless --path . --import
|
||
|
||
# A/B a candidate without touching game code: the same cameras, textures swapped at runtime.
|
||
godot --path . --script res://src/test/capture_realism.gd -- --out=res://docs/screens/realism/<run>/after
|
||
godot --path . --script res://src/test/capture_realism.gd -- --out=res://docs/screens/realism/<run>/try \
|
||
--swap=res://assets/textures/ai/game_ready/v2/picks/brick_facade.png=res://assets/textures/ai/game_ready/v2/brick_facade-v2.png
|
||
|
||
# Score before/after against the concepts (Pillow detail metrics + vision judge).
|
||
python3 tools/scene_concepts.py realism --run docs/screens/realism/<run> --judge \
|
||
--model google/gemini-2.5-flash --repeats 3
|
||
```
|
||
|
||
Judges default to `--model auto`: `tools/openrouter_judge.py` reads the live
|
||
OpenRouter catalogue, keeps image-input models that support `response_format`,
|
||
and ranks them by advertised token/image price. The run falls through the list
|
||
on provider/model errors and aborts on an invalid key. Use
|
||
`GIG_LINE_JUDGE_MODEL` or `--model <id>` for a pinned comparison.
|
||
|
||
`capture_npc_review.gd` is the pre-build NPC gate: it stages all eight
|
||
library character models at portrait, conversation and crowd distance on both
|
||
promoted maps in day and night lighting, with the normal crowd hidden. It uses
|
||
the review-only `NpcAvatar.character_override` to include the guard model, which
|
||
has no spawned NPC role:
|
||
|
||
```bash
|
||
godot --path . --script res://src/test/capture_npc_review.gd -- \
|
||
--out=res://tmp/npc-review
|
||
```
|
||
|
||
Contact sheets can be assembled from the files (the output is local QA and is
|
||
not committed). The runtime applies small attach-space offsets to the lanyard
|
||
and firefighter helmet so the badge clears the jacket and the brim does not sit
|
||
over the eyes; these are `NpcAvatar.GEAR_OFFSETS`, not changes to the gear
|
||
contract.
|
||
|
||
`tools/npc_proportions.py` checks the eight character GLBs against the shared
|
||
height/head/shoulder/hip/torso/leg/arm/foot guide; the current results are in
|
||
[`npc-proportion-audit.md`](npc-proportion-audit.md). It reads the exported GLBs
|
||
and does not require Blender.
|
||
|
||
`capture_npc_baseline.gd` is the 0.9.4 neutral baseline: eight characters ×
|
||
front/three-quarter/profile/back/full-body/crowd = 48 frames with a fixed
|
||
camera, studio lighting and no venue/HUD/animation. The raw PNGs stay in
|
||
`tmp/`; `tools/npc_baseline.py sheet` builds the committed contact sheet, and
|
||
`tools/npc_baseline.py compare --before DIR --after DIR` builds the review
|
||
comparison after a model change. See
|
||
[`npc-visual-review.md`](npc-visual-review.md).
|
||
|
||
```bash
|
||
godot --path . --script res://src/test/capture_npc_baseline.gd -- \
|
||
--out=res://tmp/npc-baseline
|
||
python3 tools/npc_baseline.py sheet --dir tmp/npc-baseline
|
||
```
|
||
|
||
`capture_realism.gd` runs nine stages in this order: day, Hollywood surface close-ups,
|
||
portrait, evening, late, Joke Shop day, Joke Shop surface close-ups, Joke Shop night,
|
||
studio; `--stages=day,late` limits it while tuning; `--flashlight` turns on the guard
|
||
lamp for night stages (used by the Desktop HQ A/B). The `portrait` shot freezes one
|
||
NPC on open sidewalk and frames the face, which is the only capture that can judge
|
||
avatar detail (`--portrait-type=N` picks a role). For the 0.9.5 texture audit, run
|
||
the surface stages directly; the HUD is hidden for them:
|
||
|
||
```bash
|
||
godot --path . --script res://src/test/capture_realism.gd \
|
||
-- --out=res://tmp/surfaces --stages=surfaces,surfaces_joke
|
||
```
|
||
|
||
The generated realism runs under
|
||
`docs/screens/realism/` are **local, gitignored QA artifacts**; commit only the
|
||
resulting decisions/docs, not the run folders. The 0.9.5 texture/UI audit checked actual screen sizes: all screen art is
|
||
1280×720, access cards are 256×128 and HUD icons are 64×64; no runtime texture
|
||
was oversized or unused. The 24-NPC smoke now reports 168 meshes / 131,616
|
||
triangles / 6.94 ms. Compressed payloads are 24.55 MB of surface picks, 22.67 MB
|
||
of screen art and 0.48 MB of NPC maps.
|
||
|
||
The 0.9.5 realism judge ran once per shot with `z-ai/glm-5.3-flash`
|
||
(`python3 tools/scene_concepts.py realism --run docs/screens/realism/2026-11-02-tex
|
||
--judge`). Its mean `after` scores were overall 1.8, lighting 2.3, materials 1.8,
|
||
texture detail 1.2, backdrop 2.0 and characters 1.2; the Pillow metric gap was
|
||
0.306. The judge still ranks the painted concept targets above the stylized build,
|
||
particularly lit night facades and dense backdrop detail. That is expected: the
|
||
pass validated close-range surfaces and promoted the texture repairs, not a
|
||
photoreal renderer. The 0.9.5 before/after close-up sheet is
|
||
[`blender_previews/sheet_texture_refinement_0.9.5.jpg`](blender_previews/sheet_texture_refinement_0.9.5.jpg);
|
||
the texture-adoption run itself was the earlier 0.8-style candidate comparison,
|
||
and its report remains local/gitignored.
|
||
|
||
For the 0.9.6 integration checkpoint the same judge was pinned to
|
||
`z-ai/glm-5.3-flash` and run once per shot on the 10-shot set: mean overall 2.1,
|
||
lighting 2.4, materials 2.1, texture 1.7, backdrop 2.3, characters 1.8, Pillow
|
||
gap 0.291. No `review` verdicts were produced by the screen judge, so there was
|
||
no manual layout verdict to convert into a fix; the remaining realism comments
|
||
are the accepted stylized gaps.
|
||
|
||
Build release artifacts from a clean checkout or detached worktree. A normal
|
||
working tree may contain ignored `tmp/` captures and old `build/` artifacts, and
|
||
Godot can pack enough of those into exports to inflate a 0.9.6 package from
|
||
~160 MB to 1.6–3.1 GB. The 0.9.6 clean worktree produced 161.5 MB Linux,
|
||
197.1 MB Windows, 148.0 MB macOS, 97.8 MB Web and 241.5 MB Desktop HQ.
|
||
|
||
The Forward+ A/B compared the Compatibility entrance with the optional Desktop HQ
|
||
preset. The gear-fit run checked the sunglasses, bag and helmet against measured
|
||
head/skirt bounds with `python3 tools/blender_assets.py fit`; it also fixed the
|
||
portrait yaw and hid the focus overlay so the close-up shows the avatar.
|
||
|
||
Regenerate a run locally with the capture and `realism --run ...` commands above;
|
||
the reports and sheets are intentionally not part of the release repository.
|
||
|
||
## Screen design references
|
||
|
||
Screen mockups and screenshot comparison use `tools/screen_designs.py`. It turns the
|
||
screen descriptions in `docs/` (README captions, ADRs 0007–0010, `PLAN.md`, and
|
||
`architecture.md`) into runtime reference art under `assets/images/ui/` (with a
|
||
reference-only snapshot in `docs/screens/designs/`), then uses those images as
|
||
the expected state to check the game's captures.
|
||
|
||
Each screen is tagged `scene` (a realistic first-person 3D world view) or `ui`
|
||
(an in-game panel overlaid on a softened scene), and the generator appends a
|
||
shared art-direction suffix so the frames read as one coherent game. Requests use
|
||
a 3:2 landscape source and crop to the 16:9 capture dimensions.
|
||
|
||
```bash
|
||
# Export the built-in scenarios to editor-authorable .tres resources
|
||
godot --headless --path . --script res://tools/export_venues.gd
|
||
|
||
# List the catalogue (name, kind, whether a reference design exists)
|
||
python3 tools/screen_designs.py list
|
||
|
||
# Deterministic wireframes (offline, no API key); existing designs are kept
|
||
# unless --force is passed, so an offline run never replaces an AI mockup
|
||
python3 tools/screen_designs.py generate --draft
|
||
python3 tools/screen_designs.py generate --draft --only wand --force
|
||
|
||
# Realistic 3D scenes and in-game screen designs via OpenRouter
|
||
# (requires OPENROUTER_API_KEY)
|
||
python3 tools/screen_designs.py generate
|
||
|
||
# UI-state gallery (menu, pause, settings, review, radio, wheel, crowd, responder)
|
||
godot --path . --script res://src/test/capture_ui_states.gd -- --out=res://docs/screenshots
|
||
|
||
# Prop gallery (studio line-up) for close-range prop checks
|
||
godot --path . --script res://src/test/capture_prop_gallery.gd
|
||
|
||
# Compare docs/screenshots/*.png against the designs
|
||
python3 tools/screen_designs.py compare
|
||
python3 tools/screen_designs.py compare --json
|
||
|
||
# Ask a vision model whether each capture realises its design's screen and layout
|
||
# (requires OPENROUTER_API_KEY; the repo .env is read automatically)
|
||
python3 tools/screen_designs.py judge
|
||
python3 tools/screen_designs.py judge --model openai/gpt-4o-mini --json
|
||
python3 tools/screen_designs.py judge --only 03- # one capture
|
||
python3 tools/screen_designs.py judge --dry-run # build requests, no network
|
||
```
|
||
|
||
The catalogue covers 21 screens: the thirteen scene captures plus the start menu,
|
||
pause overlay, settings, shift review, radial menu, emergency radio, crowd panic,
|
||
and responder arrival. All 21 have an AI reference in `assets/images/ui/`
|
||
(snapshot in `docs/screens/designs/`) and a committed capture, so every entry is
|
||
compared or judged against the running game.
|
||
|
||
`compare` flags gross drift: wrong aspect ratio, undersized frame, near-blank
|
||
frame, and large layout/palette/detail distance. It is a regression gate, not a
|
||
semantic judge — pixel and perceptual metrics cannot decide whether a frame's
|
||
composition is *right*.
|
||
|
||
`judge` covers that gap: it sends each capture together with its concept mockup to
|
||
a vision model and asks whether the capture realises the same screen and layout
|
||
intent. Art style, fidelity, fonts, and placeholder text are explicitly ignored.
|
||
Verdicts are classed as `match`, `review` (a mismatch below `--fail-confidence`,
|
||
default 0.6 — expected when a concept mockup is more stylised than the game), or
|
||
`diff` (a confident mismatch, which exits non-zero). Regenerate the designs after changing screen layout, then re-run
|
||
`compare` after regenerating the game screenshots with
|
||
`src/test/capture_screenshots.gd` and `src/test/capture_ui_states.gd`.
|
||
|
||
For a one-command drift check, run `tools/check_screenshots.sh`. It renders the
|
||
scene captures, UI-state captures and prop gallery into `docs/screenshots/` (using
|
||
`xvfb-run` when no display is available) and then runs `screen_designs.py compare`.
|