The stock model landed in dr-film with no way to see it. This is the
pipeline node, the two texture bindings it reads, and the end-to-end test
that proves the shader agrees with the model.
The design point is that a film simulation is not an adjustment. Every
other node changes a picture; this one makes it. A stock's characteristic
curve does the camera profile's base curve's job -- from measurements
rather than from a curve somebody drew -- so running both renders the
scene twice: the camera's rendering, and then a film's rendering of that.
It looks like neither, and it reads as a colour-management bug with no
colour-management bug to find.
So `Operation::renders` is new. A node declaring it takes camera RGB and
hands back linear sRGB, and the composer emits neither the base curve nor
the conversion out of camera space. Both halves move together, and the
composer keeps them as one string precisely so that getting half of it
right is impossible.
The tables are not parameters, for the reason vignetting's coefficients
are not: they are measurements. dr-pipeline declares the layout as a plain
struct and keeps its no-dependency property; the two crates share no types
on purpose. `EditGraph::set_film_tables` offers them to every node rather
than to the one that wants them, because knowing which concrete type is
which is what the graph is organised not to know.
Bindings 4 and 5 follow the masks precedent: declared unconditionally so
one bind group layout serves every generated shader, bound to 1x1
placeholders when no stock is loaded. Both are interpolated by hand with
textureLoad -- this pipeline binds no sampler, and adding one for two
lookups would cost a binding in every shader. Uploads are keyed on content
so an unchanged stock does not push half a megabyte across the bus per
frame.
The end-to-end test earned its place immediately: it found the density
lookup being filled z-fastest while a 3D texture upload wants x-fastest,
so the red and blue axes were transposed. Green matched exactly, which is
what that bug looks like -- a plausible photograph of the wrong colour,
and one that every unit test on either side of the seam passes. dr-film
now pins the layout in a test that needs no device, and states it where
the field is declared.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
`cargo fmt --check` is a required step and had drifted across 45 files. Most of
it arrived this week: several operations were written in parallel worktrees and
merged by hand, and a hand-merge resolves conflicts without ever running the
formatter over the result.
No behaviour changes — this is `cargo fmt --all` and nothing else, kept as its
own commit so the next reader can skip it wholesale rather than search it for
one that matters.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
A test that cannot be run cannot be checked by running it, and a number
copied out of a test run agrees with whatever the code did on the day.
Each asserted kernel width, tolerance and overshoot bound now carries the
arithmetic that produces it -- the shorter edge, the sigma, the
truncation at two sigmas, and where the rounding falls -- so a reader can
verify the expectation against the recipe without a GPU or a compiler.
Also records the two places where a bound is a bound and not a
measurement: the tolerance in the frame-fraction test is exactly what
rounding a kernel to a whole pixel costs on the smallest frame it uses,
and the halo test's floor and ceiling bracket a peak derived from the
step, the soft limit and the midtone taper rather than from a run.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
The fused-fragment check in lib.rs cannot see a detail pass: it is a
separate shader composed at a resolution compose() never knows. The
kernel's own test now scans the block the composer wrapped, with comments
stripped so prose about the keyword cannot fail a test about the code.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Capture sharpening as a two-pass unsharp mask in the detail stage: blur
along x, then along y, each pass applying a one-dimensional high-pass to
luminance so the composite preserves a flat field exactly and matches the
textbook kernel on any locally one-dimensional edge.
The radius is stated in source pixels and converted once per render, so a
radius tuned on a fit view is the radius the exported file gets. Below one
render pixel the operation declines to draw rather than showing sharpening
the file will not contain, and emits a single pass-through that still
carries the output transform.
The develop session now renders through render_detailed, which is what
lets an active neighbourhood operation reach the screen at all.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Checkpoint committed by the coordinator, not by the authoring agent: the
session hit its API limit mid-task and left this work uncommitted. Committed
so it survives, NOT because it is finished - expect failing tests and
half-applied changes. The agent resumes from here.
Checkpoint committed by the coordinator, not by the authoring agent: the
session hit its API limit mid-task and left this work uncommitted. Committed
so it survives, NOT because it is finished - expect failing tests and
half-applied changes. The agent resumes from here.
Checkpoint committed by the coordinator, not by the authoring agent: the
session hit its API limit mid-task and left this work uncommitted. Committed
so it survives, NOT because it is finished - expect failing tests and
half-applied changes. The agent resumes from here.
The declaration in ops/tone_curve.yaml has claimed per-channel curves since
it was written — it is the justification for the operation carrying both
`tone` and `colour`. Only the master curve existed. This is the other three.
The master runs first and the channels grade its result. Both orders are
real images and they differ visibly, so the choice is made and written down
rather than left to the loop: a point placed on the blue curve should act on
the tone the photographer can see, which is what the master has already
produced. The other order anchors the grade to tones the master is about to
move, so adjusting contrast slides a warm shadow up into the midtones.
Every id that existed before today is spelled exactly as it was. The master
curve keeps `p2_y` and the new curves take `r_`, `g_` and `b_` prefixes, so
a sidecar written when there was one curve loads, means what it meant, and
renders the same shader — asserted on the generated source, not on the
parameter values. Nothing needed a version check because nothing was
renamed.
Each curve reaches the shader only when it has been moved off the diagonal,
so an S-curve and no colour work generates what it generated when this
operation held ten parameters instead of forty, down to the uniform names.
The monotonicity guarantee is enforced per curve: a coincident pair on blue
divides by zero exactly as thoroughly as one on the master.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Tool tabs need a taxonomy, and the taxonomy was the problem: a table in
`ui/` mapping operation to tab breaks FR-DEV-3a, and a `group:` field risks
what `ui-refinement.md` condemned `starts-group` for — the core deciding
where the panel draws things.
`Attribute` threads the needle. It says what an operation *is* — tone,
colour, detail, optics, geometry, effect — which is the same category as
`ParamKind` and squarely on the core's side of ARCH §4.3a's line. What is
drawn, where it sits and whether it is visible stay the frontend's. There is
no attribute for "the third tab", the enum's order is declaration order
rather than screen order, and a frontend may render these as tabs, as
headings, or ignore them.
The payoff is that a tab strip can be *derived*: the groups are the
attributes present in the capability list, so the interface names no
operation and needs no table to keep in step. An operation joins the right
group by declaring what it is, which is the one thing its author is well
placed to say.
Plural, because the tone curve is genuinely both — an RGB curve is tonal and
the per-channel curves are chromatic, and filing it under one would hide it
from half the people looking for it.
Required and non-empty, enforced in `build.rs`, and the failure was checked
by removing the line rather than assumed. An operation with no attribute is
invisible to a panel that groups by them; a build that stops costs ten
seconds, a control nobody can find costs more. The vocabulary is closed for
the same reason: a typo would otherwise invent a category holding exactly one
operation, which looks like a deliberate one until somebody counts.
Six tests over the real chain, including the hand-written operations that
`build.rs` never sees and so cannot check.
The colour mixer emits a code block and a uniform only for the bands that
are set, so which bands are adjusted is part of the shader's structure. The
pipeline cache key was not: it hashed the set of *active operations*, which
is "colour_mixer" whichever band that is.
So a red adjustment and a blue one hashed alike. The second render was handed
the first's compiled pipeline while its uniform was uploaded into a slot that
shader had assigned to another band — whichever band compiled first kept
acting on every subsequent move, and every other slider did nothing at all.
Red is the first band declared, and the one reported as the only one working.
The hash is now taken over the generated WGSL, because the source is what
gets compiled and therefore is the structure. A summary of what went into it
has to be kept in step with every operation's code generation by hand, and
this one had fallen out of step. Values still do not enter it: no operation
writes a parameter value into its source, so a slider drag regenerates
identical text and reuses the pipeline, and one that did inline a value would
have to recompile to be correct anyway.
`each_colour_band_gets_its_own_pipeline` in dr-gpu renders a blue pixel
through one pass with red set first and then blue, and fails on the old hash
with the reported symptom — the blue slider returning the pixel unchanged to
the byte.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Each band's delta was scaled by the summed weight of the bands that happened
to be adjusted:
d_hue = d_hue / w_total;
d_sat = d_sat / w_total;
The divisor is the wrong quantity, and it fails in two directions.
A band adjusted on its own divides by its own weight and cancels it — w*v/w is
v — so the falloff does nothing. Green saturation at +100 hit a pixel at 179°
exactly as hard as one at 120° and not at all at 181°: full strength across the
whole window, then a cliff. That seam is the thing the overlap exists to
prevent, and it was there the moment a single band was touched.
Worse, the divisor counts a band's weight even for a channel that band says
nothing about, so the controls compete. `red_hue` at +100 shifts a pure red
pixel +30°. Set `orange_sat` as well and the same pixel shifts +20°, while
orange's saturation bleeds into pure red at a third strength. Hue and
saturation on *neighbouring* colours were trading against each other — the two
sliders behaving as though only one of them could be spent.
The real fault is upstream of the division: the falloff window was ±60° while
the bands sit 30° apart, so the twelve weights sum to 2.0 rather than 1.0 and
*something* had to correct for it. Narrowing the window to the band spacing
makes them a partition of unity, and then nothing has to. The division is gone;
`w_total` stays, demoted to what it should always have been — the test for
whether any adjusted band reaches this pixel at all.
Everything the module header claimed is now true rather than aspirational: a
band reaches zero at its neighbours' centres, a hue halfway between two gets
half of each, twelve bands at +100 equals global +100, and a band pushed alone
reaches the full 30° of travel its own comment documents instead of whatever
fraction the other sliders left it.
`overlapping_weights_are_normalised` asserted the broken arithmetic verbatim,
so it is replaced rather than repaired. In its place: no delta may be divided
by w_total, the guard must survive, two adjacent bands must emit independent
terms, and — the property the rest now rests on — the twelve weights must sum
to one, swept at 0.1° around the wheel. That last test carries a Rust mirror of
`band_weight`, so a third test pins the mirror to the shader's own constants;
a copy nothing checks is how the window and the spacing drifted apart in the
first place.
Also gone: the red branch of `rgb_to_hcl` computed its hue twice and threw the
first away.
This changes how existing edits render. Mixer adjustments are more selective,
and where they were quietly cancelling each other they no longer are, so a
saved sidecar will not come back looking the same.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
widgets.slint set the rule — screens consume components, and a bare `Theme.*`
at a call site means a component is missing — and it set it for chrome only.
The controls never got the same treatment, so they were written wherever they
were first needed and copied from there.
**The slider was private to the develop panel.** `SliderTrack`, with the
fifty-line preamble explaining how it wrests a drag away from a Flickable,
lived inside adjust.slint and no other screen could reach it. It shows: export
quality is a 1-to-100 value, and the settings page offered a free-text box for
it, with the range written in a hint and enforced nowhere. `to-float()` answers
0 for anything it cannot parse, so a typo saved a quality of 0 and the page
displayed the 0 back as though it had been asked for.
The tick-box was written twice, in launch.slint and settings.slint, from the
same 18px box and the same handler; the second carried a comment deferring the
lift until a third caller appeared. The label-and-hint header was written three
times inside settings.slint alone.
controls.slint is the input layer beside widgets.slint's chrome layer, and the
constraint that makes it reusable is that **nothing in it knows about
`ParamRow`** — that struct is the develop panel's flattening of the capability
model, and a control that imported it could only ever be used by the develop
panel. The primitives take plain numbers; the ParamRow-shaped wrappers stay in
the panel that owns the model. 658 lines came out of the three screens.
`SliderRow` is the slider-plus-number-box ARCH §4.3 names as the pointer
presentation of a bounded scalar, and quality is its first adopter. It commits
on gesture end rather than on every movement, because the settings page saves
to disk on change and a two-second drag is a couple of hundred writes where a
text field committed once. The develop panel keeps the live stream — that is
what its pipeline is for — so `SliderTrack` now reports both.
**The other half is the descriptor.** FR-DEV-3a and ARCH §4.3a already specify
more than was built: an ordered preference list of widgets rather than one, the
demands a widget makes, and kinds beyond scalar and bool.
- `Presentation.widgets` is now a list, walked by `choose`, falling back to
plain sliders. Falling off the end is not an error, and there is a test
asserting an operation asking only for an unimplemented widget still yields
one control per parameter.
- `WidgetDemand` carries what a widget inherently needs — two-dimensional
dragging, precise pointing — and no pixels, breakpoints or platform names.
- `WidgetKind` grows to the specified set. There is deliberately no `Colour`
*kind*: a colour is three numbers, and a value type that is not an `f32`
would reach through the graph, the uniform block and the sidecar format to
buy what `ColourWheel` over three scalars already describes. Every widget
here is a hint over ordinary scalars, which is what keeps the fallback
honest.
- `ParamKind::Enum` is the one new shape, and it fits because a variant index
is exact in binary32. `kind: enum` with a `variants:` list works in
`ops/*.yaml`, so a node declaring one gets a segmented control with no UI
file edited — which is the promise ops/mod.rs already makes.
The panel's dispatch was duplicated: a lone parameter and a grouped one each
wrote out their own list of kinds, so `enum` would have had to be added twice
and a kind added to one would appear or vanish depending on how many parameters
its operation happened to declare. `ParamControl` is now the only such chain.
`rows_from` is free-standing rather than a method, which is what lets the
FR-DEV-3c acceptance test requirements.md asks for actually be written: an
operation the frontend has never heard of, appearing in a generated panel, with
no GPU in sight.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
An operation was, in the overwhelming majority of cases, four facts: what
its parameters are, what uniforms they compute, what WGSL those uniforms
drive, and where it sits in the chain. Written in Rust those four facts
arrived wrapped in ninety lines of trait implementation — a match on
parameter id to a struct field, another match back, an is_active comparing
each field to its default, a Vec<Uniform> built by hand. All mechanical,
and each one a place to make a silent mistake: a param() arm returning the
wrong field reads perfectly and breaks the sidecar round-trip.
So the four facts are the file now. core/dr-pipeline/ops/<id>.yaml is a
node, build.rs compiles it into the same Operation impl as before, and the
result lands in OUT_DIR — the same reasoning as style.yaml -> theme.slint,
including why it does not land beside the sources it would look exactly
like. Nothing downstream can tell a declared node from a hand-written one:
same &'static OpDescriptor, same fused-shader composition, same sidecar.
Nine nodes moved: exposure, white_balance, contrast, highlights_shadows,
blacks_whites, brilliance, vibrance, saturation, and the shared WGSL
helper registry. Their prose came with them, and so did their tests —
set/expect/expect_active/expect_wgsl in the declaration compile to real
#[test]s, so a node file carries its own proof rather than leaving it
behind in a file that no longer exists.
Two stayed in Rust and say so with `rust:`. The tone curve's neutral is a
relationship between five interpolated points rather than a set of values;
the colour mixer generates thirty-six faceted parameters from twelve
computed hue bands. A schema stretched to cover either would be a worse
language than Rust aimed at one caller. They still declare their position
here, because the chain's *order* is the one thing a reader comes to this
directory to learn, and an order written half in YAML and half in Rust
would be worse than either alone. default_chain() is generated from it.
Uniforms are derived by a small expression language — exp2(exposure),
blacks / 100 * 0.02 — compiled to Rust rather than interpreted, so an
unknown name or a wrong arity is a build error naming the file and the key
and the arithmetic costs nothing at runtime. The build script refuses a
duplicate order, a filename disagreeing with its id, a default outside its
own range, a test value the graph would clamp before the node saw it, a
helper that does not define the function it names, and a declared node
colliding with a file in src/ops.
Verified by adding a scratch node and removing it again: one file, no
other edit, and it joined the chain at its declared order with its test
running. 237 tests pass in dr-pipeline, clippy and fmt clean.
.yaml joins the traceability tool's scanned suffixes, because a node's
Rust now lives in OUT_DIR where a tag could never be linked from the
report. Coverage 47.7% -> 48.3%.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The mixer was thirty-six sliders reading "Hue / Sat / Lum" twelve times
over with nothing saying which band any row belonged to. The identity was
there all along — the descriptor declares param.mixer.orange.sat and BANDS
carries orange at 30° — and was discarded on the way out: labels.rs had no
mixer entries, so every key fell through to a derived label that yields the
bare channel name.
A parameter can now say which aspect it adjusts and which subject it
adjusts it on, with the subject's hue where the subject is a colour
(descriptor::Facet). That is data about what the operation does, not a
layout: the mixer genuinely weights pixels around 30°. What to draw from
30°, and in what order to stack the runs, stay in dr-ui (ARCH §4.3a) —
develop.rs brings rows sharing an aspect together and marks the first of
each, and adjust.slint names the run once and draws a swatch, a track and a
readout on one line.
Grouped by channel rather than by band because an edit is almost never
"everything about orange"; it is the saturation of the greens, made by
comparing one channel across neighbouring bands. Twelve band sections put
those twelve rows in twelve different places.
The swatch is the label, which is what makes twelve rows fit where four
did. The band name is not lost: it is the row's accessible label, so the
control is not colour-only, and labels.rs is where the mapping is written
down — including chartreuse as "Yellow-Green" and spring as "Blue-Green",
since nobody hunting foliage scans a list for "Spring".
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
It previously fetched the folder list and threw it away into a status
line — a button that looked like it worked and did not. Now it opens a
browsable picker: click a folder to descend, ".." to go back, "Use this
folder" to select, "Cancel" to leave the root unchanged.
Descends one level per click because that is what the backend supports:
Depth: infinity is frequently disabled server-side and prohibitively
expensive where it is not (ARCH §8.4).
The chosen root persists immediately on confirm, so it survives a crash
before the library is opened. Confirming at the account root is allowed —
a user may legitimately keep everything at the top level — and cancelling
leaves any previous selection untouched, which a test asserts.
Verified against nextcloud.tourolle.paris at both depths: 30 folders at
the root, 21 year-folders inside PhotosRaw.
19 launch tests, 38 in dr-ui.
The app now opens on the login screen when there is nothing else to show
— no local paths and no configured library — and goes straight to the
images otherwise. Making someone click past a login they already
completed is pure friction.
launch.slint imported by app.slint, replacing the window rather
than overlaying it: there is no library to look at
until an account is configured
launch_ui.rs the Slint wiring, kept out of lib.rs so the launch
flow can change without touching the develop window
Login runs on a worker thread and posts results back through a channel,
since Slint's event loop is single-threaded and a 20-minute browser wait
cannot block it. The system browser is opened via xdg-open, never an
embedded webview (FR-NC-1).
Sign-out deletes the local credential even if server-side revocation
fails: a network error must not leave a usable secret on the machine.
Format tick-boxes persist on each toggle, so a selection survives a
crash before the library is opened.
Two things deliberately incomplete rather than faked:
- "Choose folder" lists the account's folders and reports them, but
there is no picker widget yet, so selection still happens via the
connect example.
- "Open library" logs the request. Opening a remote library needs the
scan-and-cache path, which belongs with the catalog work in flight.
Earlier I broke the other in-flight dr-ui work by calling
slint_build::compile twice, which replaces the generated module. The
correct wiring is an import inside app.slint, which is what this does.
30 dr-ui tests passing; both launch paths verified by running the app.
Login now persists properly rather than through the JSON file the test
harness was using.
dr-plat SecretStore trait plus a Secret Service backend.
Verified against the live GNOME Keyring: store,
retrieve, delete, confirm-gone all round-trip.
Session/SessionStore splits credentials from settings — the app
password goes to the keyring (FR-NC-2), while
server, login, chosen root and format selection are
ordinary config. A test asserts the credential never
appears in the config file.
LaunchModel the launch-screen state machine, testable without a
display server: sign in, approve in browser, choose
folder, tick formats, sign out.
launch.slint the screen itself, in its own file.
Absence of a secrets daemon is an explicit degraded mode, not a silent
fallback to plaintext — the screen says sign-in will not persist rather
than letting the user find out next launch. Android's Keystore backend
fails loudly for the same reason: a no-op store would look like it
worked and then lose the credential.
Two bugs caught by tests rather than by running it:
- fail() after busy() signed the user out, because busy() had already
discarded the session. A failed *scan* would have logged you out.
Busy now carries the session.
- normalise_server upgrades http:// to https:// rather than accepting
it. NFR-SEC-3 requires TLS, and silently sending a credential in the
clear is not a decision to make on the user's behalf.
launch.slint is not yet wired into app.slint. Calling slint_build::compile
twice replaces the generated module rather than adding to it, which broke
the other in-flight work on dr-ui; I reverted that immediately. Wiring it
needs an import inside app.slint, which is that work's file to change.
419 tests passing across ten crates.
Library setup as the user described it: pick a folder, choose which RAW
types to look for, scan recursively.
dr-types::FormatFilter the tick-box selection, seeing through VFS
placeholder suffixes so a dehydrated CR2 still
matches as a CR2
dr-sync::scan recursive walk, Depth:1 per directory, pruning
unchanged subtrees where the backend propagates
directory ETags
Verified against nextcloud.tourolle.paris (34.0.2) on a real library:
browse root 32 entries, 98ms
scan PhotosRaw 17,185 RAW files in 334 directories, 34.1s
(7,836 CR2 + 9,349 DNG)
range read 262KB of a 21.5MB DNG in 119ms — 1.22% of the file,
and enough to read "Canon EOS 6D | ISO 100"
That last line is assumption A3 validated on real data. Cataloguing this
library by whole-file fetch would move roughly 370GB; the range path
moves a few MB.
Pruning is capability-gated rather than assumed: with per-entry ETags a
probe costs a request and proves nothing about children, so it is skipped
entirely. A test asserts zero probes in that case.
Still unresolved: /core/preview returns 400 for every parameter
combination tried, including on a JPEG the server reports as having a
preview. Not a request-shape bug — it fails identically bare. Recorded
rather than worked around; ARCH §6.7 already treats server previews as
opportunistic, so nothing depends on it.
Decode through display, on the GPU: black/white normalisation, Bayer
demosaic, camera colour transform, and the first seven adjustment
operations — white balance, exposure, highlights/shadows, blacks/whites,
brilliance, vibrance, saturation.
Composable shaders. Each operation contributes a WGSL fragment rather
than owning a pass, and dr-pipeline fuses the *active* ones into a single
compute shader. One texture read and one write per frame regardless of
how many adjustments are in play, while the operations stay independent
in Rust — adding one is a new file, with no central shader to edit. An
operation at neutral settings contributes no code, no uniform and no
branch. Uniforms are prefixed per operation so two may both declare
`amount`; helpers dedupe by name from a single source of truth.
Pipelines cache on a structure hash covering the op-set and its order but
not the values, so dragging a slider uploads uniforms and reuses the
compiled pipeline. Measured on a 24 MP CR2: 0.60 ms re-render, one
pipeline compiled across ten slider positions.
The UI is generated, not written. EditGraph::capabilities() reports
parameters with their kinds, ranges, defaults and current values; the
panel builds one control per entry chosen by ParamKind. No file in ui/
names an operation, and dr-pipeline has no wgpu dependency, so codegen is
testable without a device (ARCH §6.5a).
Three defects found against real files, each silent:
- rawler 0.7.2's `xyz_to_cam` is all zeros — deprecated and no longer
populated. The live matrices are in `color_matrix`, keyed by
illuminant. Reading the old field yields no colour transform at all.
- `cam_to_xyz_normalized()` returns all NaN on any Bayer sensor: it
divides each of four rows by its own sum, and the unused fourth
(emerald) row sums to zero. Inverting the 3x3 ourselves avoids it.
`wb_coeffs[3]` is NaN for the same reason and is normalised at decode.
- As-shot white balance reached the uniform block but no shader read it,
so the first render of a real CR2 came out violently green. Green
photosites collect roughly twice the signal of red and blue. Now
applied unconditionally before any operation, with tests on ordering.
Demosaic is Malvar-He-Cutler rather than bilinear: gradient-corrected
interpolation at one 5x5 neighbourhood per pixel, where bilinear leaves
visible zippering on any high-contrast edge at 1:1. Two of the four
packed CFA constants were wrong on the first attempt, so all four layouts
are asserted to reconstruct the same colour. Crop origins at odd
coordinates re-phase the pattern; without that, red and blue swap.
X-Trans reports GpuError::UnsupportedCfa rather than approximating with
the Bayer path, which would look like a corrupt file.
206 tests, including GPU tests proving every operation and the full
seven-operation chain generate compilable WGSL.
Known gaps: the display path still reads back to the CPU each frame,
which ARCH §6.1 forbids and AC-8 asserts against — it is gated behind the
`readback` feature and waits on spike S1 wiring Slint's texture import.
Curve shapes are a first draft and want tuning against real photographs.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>