Plugin API Reference

July 8, 2026 · View on GitHub

Complete API reference for LichtFeld Studio plugins.

This page is aligned against the committed Python stubs in src/python/stubs/lichtfeld/ and the plugin framework in src/python/lfs_plugins/. When in doubt, the stubs are the quickest way to verify exact signatures.

Python API Surface Map

The public Python surface is split between the native lichtfeld module and the pure-Python plugin helpers in lfs_plugins.

Module	Main responsibility
`lichtfeld`	Training control, scene shortcuts, tensors, rendering, viewport, transform gizmos, registration, app helpers
`lichtfeld.app`	Application-level file open helper
`lichtfeld.animation`	Tracks, clips, and timeline evaluation
`lichtfeld.io`	Load/save splats, point clouds, datasets, images, and supported format queries
`lichtfeld.keymap`	Input binding profiles, action lookup, capture, import/export
`lichtfeld.log`	Native log sink
`lichtfeld.mcp`	Register Python MCP tools and call/read shared MCP capabilities/resources
`lichtfeld.mesh`	OpenMesh-style mesh data, handles, iterators, readers/writers, decimaters
`lichtfeld.ops`	Native operator invocation, descriptors, built-in operator/tool enums
`lichtfeld.packages`	`uv`-backed package install/list/uninstall and stub path helpers
`lichtfeld.pipeline`	Chainable selection/edit/transform operation stages
`lichtfeld.plugins`	Plugin discovery, lifecycle, registry install/update, capabilities, settings, scaffolding
`lichtfeld.scene`	Scene graph, nodes, splat data, point clouds, cameras, selection groups
`lichtfeld.scripts`	Script panel state and batch execution
`lichtfeld.selection`	Gaussian stroke/preview/brush/lasso/depth/crop selection primitives
`lichtfeld.ui`	Panels, menus, immediate UI, dialogs, theme, tools, app UI state, RML bridge
`lichtfeld.undo`	Undo/redo stack, transactions, memory accounting, subscriptions
`lfs_plugins.*`	Plugin base types, properties, runtime state bindings, tool definitions, capabilities, templates, managers

The sections below focus on the APIs plugin authors most often call directly. Large low-level surfaces such as lichtfeld.mesh.TriMesh and every tensor operator are intentionally summarized; inspect the .pyi files for exhaustive method lists.

Documentation Map

Python and plugin API documentation currently lives in these places:

Path	Purpose
`docs/plugins/getting-started.md`	Plugin authoring guide, common workflows, panel/operator examples, and runtime patterns
`docs/plugins/api-reference.md`	Practical Python/plugin API reference aligned with the committed stubs
`docs/plugins/examples/README.md` and `docs/plugins/examples/`	Runnable example plugins and focused API examples
`docs/plugin-system.md`	Plugin runtime architecture, manager responsibilities, scaffolding, and packaging overview
`docs/plugin-dev-workflow.md`	CLI/Python workflow for creating, validating, installing, and iterating on plugins
`docs/Python_UI.md`	Compatibility redirect for the old Python UI document
`docs/Python_API_issues.md`	Known Python API issues, binding gaps, stale-doc corrections, and follow-up recommendations
`docs/docs/development/mcp/`	MCP automation guide, resources, tools, and workflow recipes
`docs/docs/development/rmlui-styling.md`	RmlUI/RCSS styling rules used by retained Python panels

Registration

import lichtfeld as lf

lf.register_class(cls)           # Register a Panel, Operator, or Menu class
lf.unregister_class(cls)         # Unregister a Panel, Operator, or Menu class

Scrub Controls

from lfs_plugins import ScrubFieldController, ScrubFieldSpec

Retained panels can use these helpers to turn a range slider row (input.setting-slider) into a scrub field:

Drag horizontally on the scrub field to scrub values.
Click the numeric text area to type a value directly.
The controller keeps the displayed value in sync and applies clamping, snapping, and fill width updates.

SCRUB_FIELD_SPECS = {
    "quality": ScrubFieldSpec(min_value=0.0, max_value=1.0, step=0.01, fmt="%.2f"),
}

class MyPanel(lf.ui.Panel):
    # ...
    def on_bind_model(self, ctx):
        model = ctx.create_data_model("my_panel")
        if model is None:
            return
        model.bind("quality", lambda: f"{self._quality:.2f}", self._set_quality)

    def __init__(self):
        self._scrub_fields = ScrubFieldController(
            SCRUB_FIELD_SPECS,
            self._get_scrub_value,
            self._set_scrub_value,
        )

    def on_mount(self, doc):
        self._scrub_fields.mount(doc)

    def on_unmount(self, doc):
        self._scrub_fields.unmount()

    def on_update(self, doc):
        return self._scrub_fields.sync_all()

Each scrubbed data-value still needs a normal model.bind(...) entry. The controller upgrades the range input UI, but it does not create data-model variables for you.

ScrubFieldSpec fields are min_value, max_value, step, fmt, data_type (default float), and pixels_per_step (unused in the current controller implementation).

Panel

import lichtfeld as lf
# lf.ui.Panel is the base class for all panels

Attribute	Type	Default	Description
`id`	`str`	`module.qualname`	Unique panel identifier
`label`	`str`	`""`	Display name (`id` fallback when empty)
`space`	`lf.ui.PanelSpace`	`lf.ui.PanelSpace.MAIN_PANEL_TAB`	Panel space (see below)
`parent`	`str`	`""`	Parent panel id. Embeds as a collapsible section; embedded panels must not override `space`
`order`	`int`	`100`	Sort order (lower = higher)
`options`	`set[lf.ui.PanelOption]`	`set()`	`DEFAULT_CLOSED`, `HIDE_HEADER`
`poll_dependencies`	`set[lf.ui.PollDependency]`	`{SCENE, SELECTION, TRAINING}`	Which state changes trigger `poll()`
`size`	`tuple[float, float] \| None`	`None`	Initial width/height hint, mainly for floating panels
`template`	`str \| os.PathLike[str]`	`""`	Retained RML template. Use an absolute path for plugin-local files
`style`	`str`	`""`	Inline RCSS appended to the retained document
`height_mode`	`lf.ui.PanelHeightMode`	`lf.ui.PanelHeightMode.FILL`	`FILL` or `CONTENT` for retained panels
`update_policy`	`str`	`"interval"`	Set to `"dirty"` or `"reactive"` for retained panels that update from explicit model/store invalidation
`update_interval_ms`	`int`	`100`	Fallback cadence for retained/hybrid `on_update()` work. Prefer `update_policy = "dirty"` for data-driven panels

Method	Returns	Description
`poll(cls, context)`	`bool`	Classmethod. Show/hide condition
`draw(self, ui)`	`None`	Immediate-mode content
`on_bind_model(self, ctx)`	`None`	Bind retained data models before document load
`on_mount(self, doc)`	`None`	Called once after the retained document mounts
`on_unmount(self, doc)`	`None`	Called before the retained document is destroyed
`on_update(self, doc)`	`None \| bool`	Retained update hook. With `update_policy = "interval"` it runs on the interval; with `"dirty"` it runs only after explicit invalidation, scene changes, or update requests. Return `True` to mark content dirty
`on_scene_changed(self, doc)`	`None`	Called when the active scene generation changes

Registering a panel with the same id as an existing panel replaces it (see Panel replacement).

lf.ui.Panel is unified: a panel can start as draw(ui) only and later add template, style, height_mode, or retained hooks without switching base classes or rewriting the panel body.

Panel definitions are validated during lf.register_class(). Invalid enum values, removed legacy field names, unsupported retained features on VIEWPORT_OVERLAY, or conflicting embedded-panel fields raise ValueError, TypeError, or AttributeError.

The panel API is strict in v1: use the enum values above, not string literals.

Reactive retained panels

For retained RML panels, prefer dirty-policy updates over timer polling. A dirty-policy panel runs on_update() only when scene state changes, document/model state is marked dirty, or an explicit update is requested.

import lichtfeld as lf
from lfs_plugins.ui import RuntimeState, PanelStateBinding


class MyPanel(lf.ui.Panel):
    id = "my_plugin.panel"
    label = "My Panel"
    template = "/absolute/path/to/main_panel.rml"
    update_policy = "dirty"

    def __init__(self):
        self._handle = None
        self._store_binding = PanelStateBinding()
        self._title = "No scene"

    def on_bind_model(self, ctx):
        model = ctx.create_data_model("my_plugin_panel")
        if model is None:
            return
        model.bind_func("title", lambda: self._title)
        self._handle = model.get_handle()

    def on_mount(self, doc):
        self._store_binding.set_handle(self._handle).watch(
            RuntimeState.scene_generation,
            RuntimeState.selection_generation,
            refresh=self._refresh_title,
            dirty="title",
            immediate=True,
        )

    def on_unmount(self, doc):
        self._store_binding.close()
        doc.remove_data_model("my_plugin_panel")
        self._handle = None

    def _refresh_title(self):
        scene = lf.get_scene()
        self._title = getattr(scene, "name", "Scene") if scene else "No scene"

Use PanelStateBinding for normal panel subscriptions. It keeps subscription lifetime and RML invalidation together:

API	Purpose
`RuntimeState.<field>.value`	Read or publish a current app value
`RuntimeState.<field>.subscribe(callback)`	Low-level subscription, mostly for non-panel code
`PanelStateBinding(handle).watch(...)`	Preferred retained-panel subscription helper
`dirty=None`	Request `on_update()` without dirtying every bound variable
`dirty="field"`	Dirty one data-model variable
`dirty=("a", "b")`	Dirty several data-model variables
`dirty="*"`	Dirty the full data model
`batch_updates()`	Publish several store fields atomically

Store fields currently exposed to plugins:

RuntimeState.iteration
RuntimeState.total_iterations
RuntimeState.loss
RuntimeState.num_gaussians
RuntimeState.max_gaussians
RuntimeState.training_running
RuntimeState.training_state
RuntimeState.trainer_loaded
RuntimeState.eval_psnr
RuntimeState.eval_ssim
RuntimeState.scene_generation
RuntimeState.selection_generation
RuntimeState.fps
RuntimeState.mode_text
RuntimeState.active_tool
RuntimeState.active_submode
RuntimeState.transform_space
RuntimeState.pivot_mode
RuntimeState.import_overlay_state
RuntimeState.video_export_overlay_state
RuntimeState.export_progress_state
RuntimeState.mesh2splat_state
RuntimeState.splat_simplify_state
RuntimeState.scripts_generation
RuntimeState.language_generation

AppState, AppStore, and NativeAppStore remain as compatibility aliases for older plugins. New plugin code should import RuntimeState from lfs_plugins.ui.

Old Python UI hooks still compile, but hook registration is deprecated for external plugins. Use retained RML data models plus RuntimeState subscriptions for new UI.

Panel spaces

MAIN_PANEL_TAB, SIDE_PANEL, VIEWPORT_OVERLAY, SCENE_HEADER, FLOATING, STATUS_BAR

Retained shell behavior

If a panel uses retained features and template is empty, LichtFeld selects a shell automatically:

FLOATING -> rmlui/floating_window.rml
STATUS_BAR -> rmlui/status_bar_panel.rml
Other retained panel spaces -> rmlui/docked_panel.rml

Built-in template aliases:

builtin:docked-panel
builtin:floating-window
builtin:status-bar

Panel styling guide

Goal	Use	Notes
Minimal panel	`draw(self, ui)`	No extra files needed
Light retained styling	`style`	Inline RCSS text, not a path
Full custom retained UI	`template`	Use an absolute path for plugin-local `.rml`
Hybrid panel	`template` plus `draw(ui)`	Render immediate content into `<div id="im-root"></div>`

When a plugin-local template file such as main_panel.rml is present, LichtFeld automatically loads a sibling main_panel.rcss stylesheet if it exists. A sibling main_panel.theme.rcss file is also loaded for palette-dependent overrides.

Operator

from lfs_plugins.types import Operator, Event

Operator extends PropertyGroup, so it supports typed properties as class attributes.

Attribute	Type	Description
`label`	`str`	Display name
`description`	`str`	Tooltip text
`options`	`Set[str]`	`{'UNDO', 'BLOCKING'}`

Method	Returns	Description
`poll(cls, context)`	`bool`	Classmethod. Can the op run?
`invoke(self, context, event)`	`set`	Called on trigger, can start modal
`execute(self, context)`	`set`	Synchronous execution
`modal(self, context, event)`	`set`	Handle events in modal mode
`cancel(self, context)`	`None`	Called on cancellation

Return sets

{"FINISHED"}, {"CANCELLED"}, {"RUNNING_MODAL"}, {"PASS_THROUGH"}

Or dict form: {"status": "FINISHED", "key": value, ...}

Event

from lfs_plugins.types import Event

Attribute	Type	Description
`type`	`str`	`'MOUSEMOVE'`, `'LEFTMOUSE'`, `'RIGHTMOUSE'`, `'MIDDLEMOUSE'`, `'KEY_A'`-`'KEY_Z'`, `'WHEELUPMOUSE'`, `'WHEELDOWNMOUSE'`, `'ESC'`, `'RET'`, `'SPACE'`
`value`	`str`	`'PRESS'`, `'RELEASE'`, `'NOTHING'`
`mouse_x`	`float`	Mouse X (viewport coords)
`mouse_y`	`float`	Mouse Y (viewport coords)
`mouse_region_x`	`float`	Mouse X relative to region
`mouse_region_y`	`float`	Mouse Y relative to region
`delta_x`	`float`	Mouse delta X
`delta_y`	`float`	Mouse delta Y
`scroll_x`	`float`	Scroll X offset
`scroll_y`	`float`	Scroll Y offset
`shift`	`bool`	Shift modifier
`ctrl`	`bool`	Ctrl modifier
`alt`	`bool`	Alt modifier
`pressure`	`float`	Tablet pressure (1.0 for mouse)
`over_gui`	`bool`	Mouse is over GUI element
`key_code`	`int`	Key code (see `key_codes.hpp`)

Properties

from lfs_plugins.props import (
    Property, FloatProperty, IntProperty, BoolProperty,
    StringProperty, EnumProperty, FloatVectorProperty,
    IntVectorProperty, TensorProperty, CollectionProperty,
    PointerProperty, PropertyGroup, PropSubtype,
)

FloatProperty

FloatProperty(
    default: float = 0.0,
    min: float = -inf,
    max: float = inf,
    step: float = 0.1,
    precision: int = 3,
    subtype: str = "",       # FACTOR, PERCENTAGE, ANGLE, TIME, DISTANCE, POWER
    name: str = "",
    description: str = "",
    update: Callable = None,
)

IntProperty

IntProperty(
    default: int = 0,
    min: int = -2**31,
    max: int = 2**31 - 1,
    step: int = 1,
    name: str = "",
    description: str = "",
    update: Callable = None,
)

BoolProperty

BoolProperty(
    default: bool = False,
    name: str = "",
    description: str = "",
    update: Callable = None,
)

StringProperty

StringProperty(
    default: str = "",
    maxlen: int = 0,         # 0 = unlimited
    subtype: str = "",       # FILE_PATH, DIR_PATH, FILE_NAME
    name: str = "",
    description: str = "",
    update: Callable = None,
)

EnumProperty

EnumProperty(
    items: list[tuple[str, str, str]] = [],  # (identifier, label, description)
    default: str = None,     # First item if None
    name: str = "",
    description: str = "",
    update: Callable = None,
)

FloatVectorProperty

FloatVectorProperty(
    default: tuple = (0.0, 0.0, 0.0),
    size: int = 3,
    min: float = -inf,
    max: float = inf,
    subtype: str = "",       # COLOR, COLOR_GAMMA, TRANSLATION, DIRECTION,
                             # VELOCITY, ACCELERATION, XYZ, EULER, QUATERNION
    name: str = "",
    description: str = "",
    update: Callable = None,
)

IntVectorProperty

IntVectorProperty(
    default: tuple = (0, 0, 0),
    size: int = 3,
    min: int = -2**31,
    max: int = 2**31 - 1,
    name: str = "",
    description: str = "",
    update: Callable = None,
)

TensorProperty

TensorProperty(
    shape: tuple = (),       # Use -1 for variable dims, e.g. (-1, 3)
    dtype: str = "float32",
    device: str = "cuda",
    name: str = "",
    description: str = "",
    update: Callable = None,
)

CollectionProperty

CollectionProperty(
    type: Type[PropertyGroup],  # Item type
    name: str = "",
    description: str = "",
)

Method	Returns	Description
`add()`	`PropertyGroup`	Add new item
`remove(index)`	`None`	Remove by index
`clear()`	`None`	Remove all items
`move(from, to)`	`None`	Reorder items
`__len__()`	`int`	Item count
`__getitem__(index)`	`PropertyGroup`	Access by index
`__iter__()`	`Iterator`	Iterate items

PointerProperty

PointerProperty(
    type: Type[PropertyGroup],  # Referenced type
    name: str = "",
    description: str = "",
)

Method	Returns	Description
`get_instance()`	`PropertyGroup`	Get or create referenced object

PropertyGroup

from lfs_plugins.props import PropertyGroup

Method	Returns	Description
`get_instance()`	`cls`	Classmethod. Singleton access
`add_property(name, prop)`	`None`	Add property at runtime
`remove_property(name)`	`None`	Remove runtime property
`get_all_properties()`	`dict[str, Property]`	All properties (class + runtime)
`get(prop_id)`	`Any`	Get property value by name
`set(prop_id, value)`	`None`	Set property value by name

PropSubtype constants

from lfs_plugins.props import PropSubtype

PropSubtype.NONE             # ""
PropSubtype.FILE_PATH        # "FILE_PATH"
PropSubtype.DIR_PATH         # "DIR_PATH"
PropSubtype.FILE_NAME        # "FILE_NAME"
PropSubtype.COLOR            # "COLOR"
PropSubtype.COLOR_GAMMA      # "COLOR_GAMMA"
PropSubtype.TRANSLATION      # "TRANSLATION"
PropSubtype.DIRECTION        # "DIRECTION"
PropSubtype.VELOCITY         # "VELOCITY"
PropSubtype.ACCELERATION     # "ACCELERATION"
PropSubtype.XYZ              # "XYZ"
PropSubtype.EULER            # "EULER"
PropSubtype.QUATERNION       # "QUATERNION"
PropSubtype.AXISANGLE        # "AXISANGLE"
PropSubtype.ANGLE            # "ANGLE"
PropSubtype.FACTOR           # "FACTOR"
PropSubtype.PERCENTAGE       # "PERCENTAGE"
PropSubtype.TIME             # "TIME"
PropSubtype.DISTANCE         # "DISTANCE"
PropSubtype.POWER            # "POWER"
PropSubtype.TEMPERATURE      # "TEMPERATURE"
PropSubtype.PIXEL            # "PIXEL"
PropSubtype.UNSIGNED         # "UNSIGNED"
PropSubtype.LAYER            # "LAYER"
PropSubtype.LAYER_MEMBER     # "LAYER_MEMBER"

ToolDef / ToolRegistry

ToolDef

from lfs_plugins.tool_defs.definition import ToolDef, SubmodeDef, PivotModeDef

@dataclass(frozen=True)
class ToolDef:
    id: str                                      # Unique tool ID
    label: str                                   # Display label
    icon: str                                    # Icon name
    group: str = "default"                       # "select", "transform", "utility"
    order: int = 100                             # Sort order within group
    description: str = ""                        # Tooltip
    shortcut: str = ""                           # Keyboard shortcut
    gizmo: str = ""                              # "translate", "rotate", "scale", ""
    operator: str = ""                           # Operator to invoke on activation
    submodes: tuple[SubmodeDef, ...] = ()
    pivot_modes: tuple[PivotModeDef, ...] = ()
    poll: Callable[[Any], bool] | None = None    # Availability check
    plugin_name: str = ""                        # For custom icon loading
    plugin_path: str = ""                        # For custom icon loading

Method	Returns	Description
`can_activate(context)`	`bool`	Check if tool can be activated
`to_dict()`	`dict`	Convert to dict for C++ interop

SubmodeDef

@dataclass(frozen=True)
class SubmodeDef:
    id: str           # Unique submode ID
    label: str        # Display label
    icon: str         # Icon name
    shortcut: str = ""

PivotModeDef

@dataclass(frozen=True)
class PivotModeDef:
    id: str           # Unique pivot mode ID
    label: str        # Display label
    icon: str         # Icon name

ToolRegistry

from lfs_plugins.tools import ToolRegistry

Method	Returns	Description
`register_tool(tool)`	`None`	Register a custom tool
`unregister_tool(tool_id)`	`None`	Unregister by ID
`get(tool_id)`	`Optional[ToolDef]`	Get tool by ID (builtins first)
`get_all()`	`list[ToolDef]`	All tools (builtins + custom, sorted)
`set_active(tool_id)`	`bool`	Activate a tool
`get_active()`	`Optional[ToolDef]`	Get active tool
`get_active_id()`	`str`	Get active tool ID

Native Transform Gizmos

API	Returns	Description
`lf.TransformGizmo(operation="translate", matrix=[], id="")`	`TransformGizmo`	Reusable native TRS gizmo
`lf.TranslationGizmo(matrix=[], id="")`	`TransformGizmo`	Translate handle
`lf.RotationGizmo(matrix=[], id="")`	`TransformGizmo`	Rotate handle
`lf.ScaleGizmo(matrix=[], id="")`	`TransformGizmo`	Scale handle
`lf.get_transform_gizmo_ids()`	`list[str]`	Attached transform gizmo IDs
`lf.has_transform_gizmos()`	`bool`	Whether any native TRS gizmos are attached
`lf.clear_transform_gizmos()`	`None`	Detach all native TRS gizmos

TransformGizmo properties:

Property	Type	Description
`id`	`str`	Stable ID
`operation`	`str`	`"translate"`, `"rotate"`, or `"scale"`
`space`	`str`	`"local"` or `"world"`
`matrix`	`list[float]`	16 floats, column-major
`translation`	`list[float]`	Translation component
`visible`, `enabled`, `input_enabled`	`bool`	Runtime draw/input controls
`active`, `hovered`, `changed`	`bool`	Last-frame interaction state
`snap`	`bool`	Enable snapping
`translate_snap`, `rotate_snap_degrees`, `scale_snap_ratio`	`float`	Per-operation snap settings

Method	Description
`attach()`	Draw without an automatic target
`attach_to_callbacks(getter, setter)`	Bind to arbitrary Python transform callbacks
`attach_to_node(node_name, visualizer_world=True)`	Bind to a scene node
`detach()`	Remove from viewport drawing
`set_on_begin(callback)`, `set_on_change(callback)`, `set_on_end(callback)`	Drag lifecycle callbacks

Signals

from lfs_plugins.ui.signals import Signal, ComputedSignal, ThrottledSignal, Batch, batch

Signal[T]

Signal(initial_value: T, name: str = "")

Property/Method	Returns	Description
`.value`	`T`	Get/set current value
`.peek()`	`T`	Get without tracking
`.subscribe(callback)`	`() -> None`	Subscribe; returns unsubscribe fn
`.subscribe_as(owner, callback)`	`() -> None`	Owner-tracked subscription

ComputedSignal[T]

ComputedSignal(compute: Callable[[], T], dependencies: list[Signal])

Property/Method	Returns	Description
`.value`	`T`	Get computed value (lazy)
`.subscribe(callback)`	`() -> None`	Subscribe to changes
`.subscribe_as(owner, callback)`	`() -> None`	Owner-tracked subscription

ThrottledSignal[T]

ThrottledSignal(initial_value: T, max_rate_hz: float = 60.0, name: str = "")

Property/Method	Returns	Description
`.value`	`T`	Get/set current value
`.flush()`	`None`	Force pending notification
`.subscribe(callback)`	`() -> None`	Subscribe to changes
`.subscribe_as(owner, callback)`	`() -> None`	Owner-tracked subscription

Batch / batch()

with Batch():       # Class form
    ...

with batch():       # Function form
    ...

Defers all signal notifications until the block exits.

SubscriptionRegistry

from lfs_plugins.ui.subscription_registry import SubscriptionRegistry

registry = SubscriptionRegistry.instance()
unsub = registry.register(owner="my_plugin", unsubscribe_fn=fn)
registry.unregister_all("my_plugin")   # Cleanup on unload

Capabilities

from lfs_plugins.capabilities import CapabilityRegistry, CapabilitySchema, Capability
from lfs_plugins.context import PluginContext, SceneContext, ViewContext, CapabilityBroker

CapabilityRegistry

registry = CapabilityRegistry.instance()

Method	Returns	Description
`register(name, handler, ...)`	`None`	Register a capability
`unregister(name)`	`bool`	Unregister by name
`unregister_all_for_plugin(plugin_name)`	`int`	Unregister all for plugin
`invoke(name, args)`	`dict`	Invoke capability
`get(name)`	`Optional[Capability]`	Get by name
`list_all()`	`list[Capability]`	List all capabilities
`has(name)`	`bool`	Check existence

register() parameters

registry.register(
    name: str,                    # Unique name, e.g. "my_plugin.feature"
    handler: Callable,            # fn(args: dict, ctx: PluginContext) -> dict
    description: str = "",
    schema: CapabilitySchema = None,
    plugin_name: str = None,
    requires_gui: bool = True,
)

CapabilitySchema

@dataclass
class CapabilitySchema:
    properties: dict[str, dict[str, Any]]   # JSON Schema-like property defs
    required: list[str]                      # Required property names

Capability

@dataclass
class Capability:
    name: str
    description: str
    handler: Callable
    schema: CapabilitySchema
    plugin_name: Optional[str]
    requires_gui: bool

PluginContext

@dataclass
class PluginContext:
    scene: Optional[SceneContext]
    view: Optional[ViewContext]
    capabilities: CapabilityBroker

Method	Returns	Description
`build(registry, include_view=True)`	`PluginContext`	Classmethod. Build from state

SceneContext

@dataclass
class SceneContext:
    scene: Any                          # PyScene object

Method	Returns	Description
`set_selection_mask(mask)`	`None`	Apply selection mask

ViewContext

@dataclass
class ViewContext:
    image: Any                          # [H, W, 3] tensor
    screen_positions: Optional[Any]     # [N, 2] tensor or None
    width: int
    height: int
    fov: float
    rotation: Any                       # [3, 3] tensor
    translation: Any                    # [3] tensor

CapabilityBroker

class CapabilityBroker:
    def invoke(self, name: str, args: dict = None) -> dict
    def has(self, name: str) -> bool
    def list_all(self) -> list[str]

PluginManager

from lfs_plugins.manager import PluginManager

mgr = PluginManager.instance()

Method	Returns	Description
`plugins_dir`	`Path`	Property. `~/.lichtfeld/plugins/`
`discover()`	`list[PluginInfo]`	Scan for plugins
`load(name, on_progress=None)`	`bool`	Load a plugin
`unload(name)`	`bool`	Unload a plugin
`reload(name)`	`bool`	Hot-reload a plugin
`load_all()`	`dict[str, bool]`	Load all user-enabled plugins
`install(url, on_progress=None, auto_load=True)`	`str`	Install from Git URL
`uninstall(name)`	`bool`	Remove a plugin
`update(name, on_progress=None)`	`bool`	Update a plugin
`search(query, compatible_only=True)`	`list[RegistryPluginInfo]`	Search registry
`check_updates()`	`dict[str, tuple]`	Check installed plugin updates
`get_state(name)`	`Optional[PluginState]`	Get plugin state
`get_error(name)`	`Optional[str]`	Get error message
`get_traceback(name)`	`Optional[str]`	Get error traceback

PluginInfo

@dataclass
class PluginInfo:
    name: str
    version: str
    path: Path
    description: str = ""
    author: str = ""
    entry_point: str = "__init__"
    dependencies: list[str] = []
    auto_start: bool = False
    hot_reload: bool = True
    plugin_api: str = ""
    lichtfeld_version: str = ""
    required_features: list[str] = []

PluginState

class PluginState(Enum):
    UNLOADED = "unloaded"
    INSTALLING = "installing"
    LOADING = "loading"
    ACTIVE = "active"
    ERROR = "error"
    DISABLED = "disabled"

`lichtfeld.plugins` convenience API

import lichtfeld as lf

Function	Returns	Description
`lf.plugins.discover()`	`list[PluginInfo]`	Discover plugins in `~/.lichtfeld/plugins/`
`lf.plugins.load(name)`	`bool`	Load a plugin
`lf.plugins.unload(name)`	`bool`	Unload a plugin
`lf.plugins.reload(name)`	`bool`	Reload a plugin
`lf.plugins.load_all()`	`dict[str, bool]`	Load all user-enabled plugins
`lf.plugins.start_watcher()`	`None`	Start the hot-reload watcher
`lf.plugins.stop_watcher()`	`None`	Stop the hot-reload watcher
`lf.plugins.get_state(name)`	`PluginState \| None`	Read plugin state
`lf.plugins.get_error(name)`	`str \| None`	Read the last plugin error
`lf.plugins.get_traceback(name)`	`str \| None`	Read the full traceback
`lf.plugins.create(name)`	`str`	Create the v1 source scaffold in `~/.lichtfeld/plugins/<name>`

lf.plugins.create() writes the source package, including panels/main_panel.py, panels/main_panel.rml, and panels/main_panel.rcss. If you want a scaffold that also adds .venv, .vscode, and pyrightconfig.json, use the CLI command LichtFeld-Studio plugin create <name>.

Runtime compatibility constants:

Constant	Type	Description
`lf.PLUGIN_API_VERSION`	`str`	Host plugin API version
`lf.plugins.API_VERSION`	`str`	Same plugin API version through the plugin namespace
`lf.plugins.FEATURES`	`list[str]`	Supported optional plugin features on this host

Layout API

The ui object passed to Panel.draw() provides the immediate widget API used by both simple and hybrid panels. Depending on the panel space and shell, it may be rendered through the direct viewport path or the immediate-mode RML bridge, but the Python widget surface stays the same.

Text

Method	Returns	Description
`label(text)`	`None`	Plain text
`label_centered(text)`	`None`	Centered text
`heading(text)`	`None`	Large heading
`text_colored(text, color)`	`None`	Colored text (RGBA tuple)
`text_colored_centered(text, color)`	`None`	Centered colored text
`text_selectable(text, height=0)`	`None`	Selectable text
`text_wrapped(text)`	`None`	Word-wrapped text
`text_disabled(text)`	`None`	Grayed-out text
`bullet_text(text)`	`None`	Bulleted text

Buttons

Method	Returns	Description
`button(label, size=(0,0))`	`bool`	Standard button
`button_styled(label, style, size=(0,0))`	`bool`	Styled: "success", "error", "warning", "primary", "secondary"
`button_callback(label, callback=None, size=(0,0))`	`bool`	Button with callback
`small_button(label)`	`bool`	Compact button
`invisible_button(id, size)`	`bool`	Invisible clickable area

Input

Method	Returns	Description
`checkbox(label, value)`	`(bool, bool)`	(changed, new_value)
`radio_button(label, current, value)`	`(bool, int)`	Radio button
`input_text(label, value)`	`(bool, str)`	Text input
`input_text_with_hint(label, hint, value)`	`(bool, str)`	Text with placeholder
`input_text_enter(label, value)`	`(bool, str)`	Confirm on Enter
`input_float(label, value, step=0, step_fast=0, format='%.3f')`	`(bool, float)`	Float input
`input_int(label, value, step=1, step_fast=100)`	`(bool, int)`	Integer input
`input_int_formatted(label, value, step=0, step_fast=0)`	`(bool, int)`	Formatted int input

Sliders & Drags

Method	Returns	Description
`slider_float(label, value, min, max)`	`(bool, float)`	Float slider
`slider_int(label, value, min, max)`	`(bool, int)`	Integer slider
`slider_float2(label, value, min, max)`	`(bool, tuple)`	2-component slider
`slider_float3(label, value, min, max)`	`(bool, tuple)`	3-component slider
`drag_float(label, value, speed=1, min=0, max=0)`	`(bool, float)`	Float drag
`drag_int(label, value, speed=1, min=0, max=0)`	`(bool, int)`	Integer drag

Selection

Method	Returns	Description
`combo(label, current_idx, items)`	`(bool, int)`	Dropdown selector
`listbox(label, current_idx, items, height_items=-1)`	`(bool, int)`	List selector
`selectable(label, selected=False, height=0)`	`bool`	Selectable item
`prop_search(data, prop_id, search_data, search_prop, text='')`	`(bool, int)`	Searchable dropdown

Color

Method	Returns	Description
`color_edit3(label, color)`	`(bool, tuple)`	RGB color picker
`color_edit4(label, color)`	`(bool, tuple)`	RGBA color picker
`color_button(label, color, size=(0,0))`	`bool`	Color swatch button

File/Path

Method	Returns	Description
`path_input(label, value, folder_mode=True, dialog_title='')`	`(bool, str)`	File/folder picker. `dialog_title` is accepted for compatibility and currently ignored.

Property Binding

Method	Returns	Description
`prop(data, prop_id, text=None)`	`(bool, Any)`	Auto-widget based on property type

Layout Structure

Method	Returns	Description
`separator()`	`None`	Horizontal line
`spacing()`	`None`	Vertical space
`same_line(offset=0, spacing=-1)`	`None`	Next widget on same line
`new_line()`	`None`	Force new line
`indent(width=0)`	`None`	Increase indent
`unindent(width=0)`	`None`	Decrease indent
`begin_group()` / `end_group()`	`None`	Logical widget group
`set_next_item_width(width)`	`None`	Width for next widget
`dummy(size)`	`None`	Empty space placeholder

Collapsible / Tree

Method	Returns	Description
`collapsing_header(label, default_open=False)`	`bool`	Collapsible section
`tree_node(label)`	`bool`	Tree node (call `tree_pop()`)
`tree_node_ex(label, flags='')`	`bool`	Extended tree node
`tree_pop()`	`None`	Close tree node

Tables

Method	Returns	Description
`begin_table(id, columns)`	`bool`	Start table
`table_setup_column(label, width=0)`	`None`	Define column
`table_headers_row()`	`None`	Draw header row
`table_next_row()`	`None`	Next row
`table_next_column()`	`None`	Next column
`table_set_column_index(column)`	`bool`	Jump to column
`table_set_bg_color(target, color)`	`None`	Set row/cell background
`end_table()`	`None`	End table

Images

Method	Returns	Description
`image(texture_id, size, tint=(1,1,1,1))`	`None`	Display image
`image_uv(texture_id, size, uv0, uv1, tint=(1,1,1,1))`	`None`	Image with UV coords
`image_button(id, texture_id, size, tint=(1,1,1,1))`	`bool`	Clickable image
`toolbar_button(id, tex, size, selected=F, disabled=F, tooltip='')`	`bool`	Toolbar icon button
`image_tensor(label, tensor, size, tint=None)`	`None`	Display a tensor as an image (cached by label)
`image_texture(texture, size, tint=None)`	`None`	Display a `DynamicTexture`

image_tensor is the simplest way to display a GPU tensor — it internally manages a DynamicTexture cached by label. The tensor must be [H, W, 3] or [H, W, 4] (RGB/RGBA). CPU tensors and non-float32 dtypes are converted automatically.

ui.image_tensor("preview", my_tensor, (256, 256))

For full control (e.g. reusing one texture across multiple draw calls), use DynamicTexture directly:

tex = lf.ui.DynamicTexture(tensor)   # or DynamicTexture() + tex.update(tensor)
ui.image_texture(tex, (256, 256))

DynamicTexture

GPU tensor to UI texture bridge. In the Vulkan viewer this uses the backend's opaque ImGui texture handle.

tex = lf.ui.DynamicTexture()          # Empty
tex = lf.ui.DynamicTexture(tensor)    # From tensor

Method / Property	Returns	Description
`update(tensor)`	`None`	Upload `[H, W, 3\|4]` tensor (auto-converts CPU→CUDA, uint8→float32)
`destroy()`	`None`	Release UI texture resources
`id`	`int`	Opaque ImGui backend texture handle
`width`	`int`	Current width in pixels
`height`	`int`	Current height in pixels
`valid`	`bool`	`True` if texture is initialized
`uv1`	`tuple[float, float]`	UV scale factors for power-of-2 padding

Calling update() with a different resolution automatically recreates the backend texture. Textures are freed on plugin unload via lf.ui.free_plugin_textures(name).

Drag & Drop

Method	Returns	Description
`begin_drag_drop_source()`	`bool`	Start drag source
`set_drag_drop_payload(type, data)`	`None`	Set drag payload
`end_drag_drop_source()`	`None`	End drag source
`begin_drag_drop_target()`	`bool`	Start drag target
`accept_drag_drop_payload(type)`	`str or None`	Accept payload
`end_drag_drop_target()`	`None`	End drag target

Popups & Menus

Method	Returns	Description
`begin_popup(id)`	`bool`	Start popup
`begin_context_menu(id='')`	`bool`	Styled context menu
`begin_popup_modal(title)`	`bool`	Modal popup
`open_popup(id)`	`None`	Trigger popup open
`end_popup()` / `end_popup_modal()`	`None`	End popup/modal
`end_context_menu()`	`None`	End context menu
`close_current_popup()`	`None`	Close current popup
`begin_menu(label)`	`bool`	Start menu
`end_menu()`	`None`	End menu
`begin_menu_bar()` / `end_menu_bar()`	`bool`	Menu bar
`menu_item(label, enabled=True)`	`bool`	Menu item
`menu_item_toggle(label, shortcut, selected)`	`bool`	Toggle menu item
`menu_item_shortcut(label, shortcut, enabled=True)`	`bool`	Menu item with shortcut
`menu(menu_id, text='', icon='')`	`None`	Inline menu reference
`popover(panel_id, text='', icon='')`	`None`	Panel popover

Windows & Children

Method	Returns	Description
`begin_window(title, flags=0)`	`bool`	Start window
`begin_window_closable(title, flags=0)`	`(bool, bool)`	Closable window
`end_window()`	`None`	End window
`begin_child(id, size=(0,0), border=False)`	`bool`	Start child region
`end_child()`	`None`	End child region
`set_next_window_pos(pos, first_use=False)`	`None`	Set window position
`set_next_window_size(size, first_use=False)`	`None`	Set window size
`set_next_window_pos_center()`	`None`	Center window
`set_next_window_pos_centered(first_use=False)`	`None`	Center next window (main viewport)
`set_next_window_pos_viewport_center()`	`None`	Viewport center
`set_next_window_focus()`	`None`	Focus next window
`set_next_window_bg_alpha(alpha)`	`None`	Set next window BG alpha
`push_window_style()` / `pop_window_style()`	`None`	Window style stack
`push_modal_style()` / `pop_modal_style()`	`None`	Modal style stack

Drawing (Viewport)

Method	Returns	Description
`draw_line(x0, y0, x1, y1, color, thickness=1)`	`None`	Line
`draw_rect(x0, y0, x1, y1, color, thickness=1)`	`None`	Rectangle outline
`draw_rect_filled(x0, y0, x1, y1, color, bg=False)`	`None`	Filled rectangle
`draw_rect_rounded(x0, y0, x1, y1, color, r, thick=1, bg=F)`	`None`	Rounded rect outline
`draw_rect_rounded_filled(x0, y0, x1, y1, color, r, bg=F)`	`None`	Filled rounded rect
`draw_circle(x, y, radius, color, segments=32, thickness=1)`	`None`	Circle outline
`draw_circle_filled(x, y, radius, color, segments=32)`	`None`	Filled circle
`draw_triangle_filled(x0, y0, x1, y1, x2, y2, color, bg=F)`	`None`	Filled triangle
`draw_text(x, y, text, color, bg=False)`	`None`	Text at position
`draw_polyline(points, color, closed=False, thickness=1)`	`None`	Polyline
`draw_poly_filled(points, color)`	`None`	Filled polygon
`plot_lines(label, values, scale_min, scale_max, size)`	`None`	Line plot

Drawing (Window)

Method	Returns	Description
`draw_window_rect_filled(x0, y0, x1, y1, color)`	`None`	Filled rect to window
`draw_window_rect(x0, y0, x1, y1, color, thickness=1)`	`None`	Rect outline to window
`draw_window_line(x0, y0, x1, y1, color, thickness=1)`	`None`	Line to window
`draw_window_text(x, y, text, color)`	`None`	Text to window
`draw_window_triangle_filled(x0, y0, x1, y1, x2, y2, color)`	`None`	Triangle to window

Progress & Status

Method	Returns	Description
`progress_bar(fraction, overlay='', width=0)`	`None`	Progress bar
`set_tooltip(text)`	`None`	Tooltip for last item

State Queries

Method	Returns	Description
`is_item_hovered()`	`bool`	Last item hovered
`is_item_clicked(button=0)`	`bool`	Last item clicked
`is_item_active()`	`bool`	Last item active
`is_window_focused()`	`bool`	Window has focus
`is_window_hovered()`	`bool`	Window is hovered
`is_mouse_double_clicked(button=0)`	`bool`	Double click detected
`is_mouse_dragging(button=0)`	`bool`	Mouse dragging
`get_mouse_wheel()`	`float`	Scroll wheel delta
`get_mouse_delta()`	`tuple`	Mouse delta (dx, dy)

Position / Size

Method	Returns	Description
`get_cursor_pos()`	`tuple`	Cursor position
`get_cursor_screen_pos()`	`tuple`	Cursor screen position
`get_window_pos()`	`tuple`	Window position
`get_window_width()`	`float`	Window width
`get_text_line_height()`	`float`	Text line height
`get_content_region_avail()`	`tuple`	Available content area
`get_viewport_pos()`	`tuple`	Viewport position
`get_viewport_size()`	`tuple`	Viewport size
`get_dpi_scale()`	`float`	DPI scale factor
`calc_text_size(text)`	`tuple`	Text dimensions

Styling

Method	Returns	Description
`push_style_var(var, value)`	`None`	Push float style var
`push_style_var_vec2(var, value)`	`None`	Push vec2 style var
`pop_style_var(count=1)`	`None`	Pop style vars
`push_style_color(col, color)`	`None`	Push color override
`pop_style_color(count=1)`	`None`	Pop color overrides
`push_item_width(width)` / `pop_item_width()`	`None`	Item width stack
`begin_disabled(disabled=True)` / `end_disabled()`	`None`	Disable widget region. For composable disabled regions, prefer `SubLayout.enabled` (see Layout Composition below).

Keyboard / Mouse Capture

Method	Returns	Description
`set_keyboard_focus_here()`	`None`	Focus next widget
`capture_keyboard_from_app(capture=True)`	`None`	Capture keyboard input
`capture_mouse_from_app(capture=True)`	`None`	Capture mouse input
`set_mouse_cursor_hand()`	`None`	Set hand cursor

Cursor Control

Method	Returns	Description
`set_cursor_pos(pos)`	`None`	Set cursor position
`set_cursor_pos_x(x)`	`None`	Set cursor X
`set_scroll_here_y(ratio=0.5)`	`None`	Scroll to current Y

Specialized Widgets

Method	Returns	Description
`crf_curve_preview(label, gamma, toe, shoulder, gamma_r=0, gamma_g=0, gamma_b=0)`	`None`	Tone curve preview
`chromaticity_diagram(label, rx, ry, gx, gy, bx, by, nx, ny, range=0.5)`	`(bool, list)`	Chromaticity diagram
`template_list(list_type_id, list_id, data, prop_id, active_data, active_prop, rows=5)`	`(int, int)`	Custom list template

Layout Composition

Create composable sub-layouts with automatic widget positioning and state cascading.

Method	Returns	Description
`row()`	`SubLayout`	Horizontal layout
`column()`	`SubLayout`	Vertical layout
`split(factor=0.5)`	`SubLayout`	Two-column split
`box()`	`SubLayout`	Bordered container
`grid_flow(columns=0, even_columns=True, even_rows=True)`	`SubLayout`	Responsive grid
`prop_enum(data, prop_id, value, text='')`	`bool`	Enum toggle button

SubLayout is a context manager. Use with ui.row() as row: to enter the layout, then call widget methods on row instead of ui. Sub-layouts nest arbitrarily.

SubLayout state properties

Property	Type	Description
`enabled`	`bool`	Disabled state (cascades to children)
`active`	`bool`	Active state (cascades to children)
`alert`	`bool`	One-shot alert styling (red text/bg)

Example

def draw(self, ui):
    with ui.row() as row:
        row.prop_enum(self, "mode", "fast", "Fast")
        row.prop_enum(self, "mode", "quality", "Quality")

    with ui.box() as box:
        box.heading("Settings")
        box.prop(self, "opacity")

    with ui.column() as col:
        col.enabled = self.is_active
        col.prop(self, "value")
        with col.row() as row:
            row.button("Apply")
            row.button("Cancel")

    with ui.grid_flow(columns=3) as grid:
        for item in items:
            with grid.box() as cell:
                cell.label(item.name)
                cell.button("Select")

Scene API (lf module)

import lichtfeld as lf

Scene Management

Function	Returns	Description
`get_scene()`	`Scene or None`	Get scene object
`get_render_scene()`	`Scene or None`	Get render scene (PyScene)
`has_scene()`	`bool`	Whether scene is loaded
`clear_scene()`	`None`	Clear all scene content
`load_file(path, is_dataset=False)`	`None`	Load PLY or dataset
`load_config_file(path)`	`None`	Load JSON config
`get_scene_generation()`	`int`	Scene generation counter
`list_scene()`	`None`	Print scene tree

Node Operations (on Scene object)

Method	Returns	Description
`add_group(name, parent=-1)`	`int`	Add group node
`add_splat(name, means, sh0, shN, scaling, rotation, opacity, ...)`	`int`	Add splat node
`add_point_cloud(name, points, colors, parent=-1)`	`int`	Add point cloud
`add_camera(name, parent, R, T, fx, fy, w, h, ...)`	`int`	Add camera node
`remove_node(name, keep_children=False)`	`None`	Remove node
`rename_node(old, new)`	`bool`	Rename node
`reparent(node_id, new_parent_id)`	`None`	Change parent
`duplicate_node(name)`	`str`	Duplicate, returns new node name
`merge_group(group_name)`	`str`	Merge group children, returns merged node name
`get_node(name)`	`SceneNode`	Get node by name
`get_node_by_id(id)`	`SceneNode`	Get node by ID
`get_nodes()`	`list[SceneNode]`	All nodes
`get_visible_nodes()`	`list[SceneNode]`	Visible nodes only
`root_nodes()`	`list[int]`	Root node IDs
`is_node_effectively_visible(id)`	`bool`	Considers parent visibility
`total_gaussian_count`	`int`	Property. Total gaussians
`invalidate_cache()`	`None`	Clear internal cache (no redraw)
`notify_changed()`	`None`	Invalidate cache + trigger viewport redraw

SceneNode Properties

Property/Method	Returns	Description
`id`	`int`	Node ID
`name`	`str`	Node name
`type`	`NodeType`	Node type enum (SPLAT, POINTCLOUD, GROUP, etc.)
`parent_id`	`int`	Parent node ID (-1 for root)
`children`	`list[int]`	Child node IDs
`visible`	`bool`	Visibility flag
`locked`	`bool`	Lock flag
`gaussian_count`	`int`	Number of gaussians (splat nodes)
`centroid`	`tuple[float, float, float]`	Node centroid
`world_transform`	`tuple`	World-space 4x4 transform, row-major
`splat_data()`	`SplatData or None`	Splat data for this node (None if not a splat)
`point_cloud()`	`PointCloud or None`	Point cloud data (None if not a point cloud)
`cropbox()`	`CropBox or None`	Crop box data
`ellipsoid()`	`Ellipsoid or None`	Ellipsoid data

Selection

Function	Returns	Description
`select_node(name)`	`None`	Select node by name
`deselect_all()`	`None`	Clear selection
`has_selection()`	`bool`	Any selection active
`get_selected_node_name()`	`str`	First selected node name
`get_selected_node_names()`	`list[str]`	All selected node names
`can_transform_selection()`	`bool`	Selection is transformable
`get_selected_node_transform()`	`list[float]`	16 column-major floats
`set_selected_node_transform(matrix)`	`None`	Set transform from 16 column-major floats
`get_selection_center()`	`list[float]`	Local space center
`get_selection_visualizer_world_center()`	`list[float]`	Visualizer world-space center
`get_selection_world_center()`	`list[float]`	Deprecated legacy data-world center; use `get_selection_visualizer_world_center()`
`capture_selection_transforms()`	`dict`	Snapshot for undo

Scene Shortcuts

Module-level shortcuts for common scene operations (equivalent to Scene object methods):

Function	Returns	Description
`set_node_visibility(name, visible)`	`None`	Toggle node visibility
`remove_node(name, keep_children=False)`	`None`	Remove node
`reparent_node(name, new_parent)`	`None`	Reparent node
`rename_node(old_name, new_name)`	`None`	Rename node
`add_group(name, parent="")`	`None`	Add group node
`get_num_gaussians()`	`int`	Total gaussian count

Gaussian-Level Selection (on Scene object)

Method	Returns	Description
`set_selection_mask(mask)`	`None`	Apply bool tensor mask
`preview_selection_mask(mask)`	`None`	Preview transient selection without an undo step
`commit_selection_preview()`	`None`	Commit the transient preview as one undo step
`cancel_selection_preview()`	`None`	Restore the selection before preview
`clear_selection()`	`None`	Clear gaussian selection
`has_selection()`	`bool`	Any gaussians selected
`selection_mask`	`Tensor`	Property. Current mask
`set_selection(indices)`	`None`	Select by index list
`add_selection_group(name, color)`	`int`	Create a named group
`selection_groups()`	`list[SelectionGroup]`	Current groups
`active_selection_group`	`int`	Property. Active group id
`set_selection_group_locked(id, locked)`	`None`	Lock/unlock group edits

Selection Primitives (`lf.selection`)

lichtfeld.selection is the lower-level selection-tool API. It operates on selection strokes, previews, and viewport-space hit data.

Function	Returns	Description
`begin_stroke()` / `commit_stroke(mode)` / `cancel_stroke()`	`None` / `bool` / `None`	Manage one undoable selection stroke
`get_stroke_selection()`	`Tensor \| None`	Current stroke mask `[N]` uint8
`set_preview(add_mode=True)` / `clear_preview()`	`None`	Show/clear add/remove preview overlay
`draw_brush_circle(x, y, radius, add_mode=True)`	`None`	Brush cursor overlay
`draw_rect_preview(x0, y0, x1, y1, add_mode=True)`	`None`	Rectangle preview overlay
`draw_polygon_preview(points, closed=False, add_mode=True)`	`None`	Polygon preview overlay
`draw_lasso_preview(points, add_mode=True)`	`None`	Lasso preview overlay
`has_screen_positions()` / `get_screen_positions()`	`bool` / `Tensor \| None`	Viewport-projected positions `[N, 2]`
`set_depth_filter_range(enabled, depth_near=0, depth_far=100, frustum_half_width=50)`	`None`	Camera-space selection depth filter
`get_depth_filter_range()`	`tuple[bool, float, float, float]`	`(enabled, near, far, half_width)`
`set_crop_filter(enabled)` / `apply_crop_filter()`	`None`	Crop-box constrained selection
`screen_to_render(x, y)`	`tuple[float, float]`	Convert screen to render coordinates
`pick_at_screen(x, y)`	`PickResult \| None`	Depth/world hit at screen point
`ring_select(index, add=True)`	`None`	Select/deselect one gaussian
`grow(radius, iterations=1)` / `shrink(radius, iterations=1)`	`None`	Spatial grow/shrink selection
`by_opacity(min_opacity=0, max_opacity=1)`	`None`	Select by activated opacity range
`by_scale(max_scale)`	`None`	Select by activated scale threshold
`by_color(gaussian_index, threshold=0.2)`	`None`	Select by SH DC color similarity

PickResult.index is the gaussian under the current cursor, not necessarily the queried screen coordinate. Use depth and world_position for the queried coordinate data.

Transforms

Function	Returns	Description
`get_node_transform(name)`	`list[float]`	16 column-major floats
`set_node_transform(name, matrix)`	`None`	Set 4x4 transform from 16 column-major floats
`decompose_transform(matrix)`	`dict`	Decompose 16 column-major floats; see keys below
`compose_transform(translation, euler_deg, scale)`	`list[float]`	Build 16 column-major floats from components (Euler in degrees)

decompose_transform returns a dict with these keys:

Key	Type	Description
`translation`	`[x, y, z]`	Position
`rotation_quat`	`[x, y, z, w]`	Quaternion
`rotation_euler`	`[rx, ry, rz]`	Euler angles (radians)
`rotation_euler_deg`	`[rx, ry, rz]`	Euler angles (degrees)
`scale`	`[sx, sy, sz]`	Scale

Splat Data (combined_model() / node.splat_data())

Accessible via scene.combined_model() (all nodes merged) or node.splat_data() (per-node).

Property/Method	Returns	Description
`means_raw`	`Tensor`	[N, 3] positions (view)
`sh0_raw`	`Tensor`	[N, 1, 3] base SH (view)
`shN_raw`	`Tensor`	[N, K, 3] higher SH (view)
`scaling_raw`	`Tensor`	[N, 3] log-space (view)
`rotation_raw`	`Tensor`	[N, 4] quaternions (view)
`opacity_raw`	`Tensor`	[N, 1] logit-space (view)
`get_means()`	`Tensor`	Positions
`get_opacity()`	`Tensor`	[N] sigmoid applied
`get_scaling()`	`Tensor`	Exp applied
`get_rotation()`	`Tensor`	Normalized quaternions
`get_shs()`	`Tensor`	SH0 + SHN concatenated
`num_points`	`int`	Gaussian count
`active_sh_degree`	`int`	Current SH degree
`max_sh_degree`	`int`	Maximum SH degree
`scene_scale`	`float`	Scene scale factor
`soft_delete(mask)`	`Tensor`	Mark for deletion, returns newly deleted mask
`undelete(mask)`	`None`	Restore deleted gaussians
`apply_deleted()`	`int`	Permanently remove, returns count
`clear_deleted()`	`None`	Clear deletion mask
`deleted`	`Tensor`	Property. [N] bool deletion mask
`has_deleted_mask()`	`bool`	Whether deletion mask exists
`visible_count()`	`int`	Number of non-deleted gaussians

After calling soft_delete(), undelete(), or clear_deleted(), call scene.notify_changed() to update the viewport.

Point Clouds, Cameras, and Dataset Nodes

API	Returns	Description
`Scene.add_point_cloud(name, points, colors, parent=-1)`	`int`	Add `[N,3]` position/color tensors
`SceneNode.point_cloud()`	`PointCloud \| None`	Point-cloud payload for point-cloud nodes
`PointCloud.means` / `PointCloud.colors`	`Tensor`	Position and color tensors
`PointCloud.normals`, `sh0`, `shN`, `opacity`, `scaling`, `rotation`	`Tensor \| None`	Optional gaussian-like attributes
`PointCloud.normalize_colors()`	`None`	Normalize colors to `[0,1]`
`PointCloud.filter(mask)` / `filter_indices(indices)`	`int`	Keep matching points, return removed count
`PointCloud.set_means(points)` / `set_colors(colors)`	`None`	Update positions/colors without replacing both
`Scene.add_camera_group(name, parent, camera_count)`	`int`	Add camera group
`Scene.add_camera(name, parent, R, T, focal_x, focal_y, width, height, image_path='', uid=-1, mask=None)`	`int`	Add camera node
`SceneNode.load_mask(...)` / `load_depth(...)`	`Tensor \| None`	Load camera mask/depth from node metadata
`Scene.get_active_cameras()`	`list[SceneNode]`	Cameras enabled for training
`CameraDataset.cameras()`	`list[Camera]`	Dataset cameras as Python objects
`Camera.load_image(resize_factor=1, max_width=0, output_uint8=False)`	`Tensor`	`[C,H,W]` CUDA image
`Camera.rotation` / `Camera.translation`	`Tensor`	Visualizer camera pose, directly usable with `render_view()`

Deprecated raw dataset-camera properties are still available on Camera: R, T, world_view_transform, and cam_position. Prefer rotation, translation, K, and view_matrix for new code.

Training Control

Function	Returns	Description
`start_training()`	`None`	Start training
`pause_training()`	`None`	Pause
`resume_training()`	`None`	Resume
`stop_training()`	`None`	Stop
`reset_training()`	`None`	Reset to iteration 0
`save_checkpoint()`	`None`	Save checkpoint
`switch_to_edit_mode()`	`None`	Enter edit mode
`has_trainer()`	`bool`	Trainer loaded
`trainer_state()`	`str`	State string
`finish_reason()`	`str or None`	Why training ended
`trainer_error()`	`str or None`	Error message
`context()`	`Context`	Training context snapshot
`optimization_params()`	`OptimizationParams`	Training parameters
`dataset_params()`	`DatasetParams`	Dataset parameters
`loss_buffer()`	`list[float]`	Loss history
`load_checkpoint_for_training(checkpoint_path, dataset_path, output_path)`	`None`	Load checkpoint for training

Training Status

Function	Returns	Description
`trainer_elapsed_seconds()`	`float`	Elapsed training time
`trainer_eta_seconds()`	`float`	Estimated remaining time (-1 if unavailable)
`trainer_strategy_type()`	`str`	Strategy type (mcmc, default, etc.)
`trainer_is_gut_enabled()`	`bool`	GUT enabled
`trainer_max_gaussians()`	`int`	Max gaussians
`trainer_num_splats()`	`int`	Current splat count
`trainer_current_iteration()`	`int`	Current iteration
`trainer_total_iterations()`	`int`	Total iterations
`trainer_current_loss()`	`float`	Current loss

Training Hooks

Decorator	Description
`@lf.on_training_start`	Called when training starts
`@lf.on_iteration_start`	Called at start of each iteration
`@lf.on_pre_optimizer_step`	Called before optimizer step
`@lf.on_post_step`	Called after each step
`@lf.on_training_end`	Called when training ends

Callbacks registered with lf.on_* receive one positional hook payload. If you do not need it, declare the parameter as _hook.

Rendering

Function	Returns	Description
`get_current_view()`	`ViewInfo`	Current camera view
`get_viewport_render()`	`ViewportRender`	Current viewport image
`capture_viewport()`	`ViewportRender`	Capture for async use
`export_viewport_image(path, format='', width=0, height=0, transparent=False, jpeg_quality=95)`	`dict`	Export active viewport to PNG/JPEG
`look_at(eye, target, up=(0,1,0))`	`(Tensor, Tensor)`	Compute `(rotation, translation)` for rendering
`render_view(rotation, translation, width, height, fov=60, bg_color=None, with_depth=False, depth_mode='median')`	`Tensor \| tuple \| None`	Render active scene from camera
`render_view_u8(rotation, translation, width, height, fov=60, bg_color=None, orthographic=None, ortho_scale=None)`	`Tensor \| None`	Render active scene as CPU uint8 RGB
`render_at(eye, target, width, height, fov=60, up=(0,1,0), bg_color=None)`	`Tensor \| None`	Convenience look-at render
`render_asset_preview(path, width=512, height=224, focal_length_mm=35)`	`Tensor \| None`	Offscreen asset thumbnail without mutating live scene
`render_asset_preview_from_camera(path, eye, target, ...)`	`Tensor \| None`	Offscreen thumbnail from custom camera
`compute_screen_positions(rotation, translation, width, height, fov=60)`	`Tensor`	[N, 2] screen positions
`get_render_settings()`	`RenderSettings`	Current render settings
`get_render_mode()` / `set_render_mode(mode)`	`RenderMode`	Render mode

Viewport Control

Function	Returns	Description
`reset_camera()`	`None`	Reset camera
`toggle_fullscreen()`	`None`	Toggle fullscreen
`is_fullscreen()`	`bool`	Fullscreen state
`toggle_ui()`	`None`	Toggle UI visibility
`set_orthographic(ortho)`	`None`	Set projection mode
`is_orthographic()`	`bool`	Orthographic state

Export

lf.export_scene(
    format: int,             # 0=PLY, 1=SOG, 2=SPZ, 3=HTML, 4=USD,
                             # 5=USDZ NuRec, 6=RAD, 7=COLMAP
    path: str,
    node_names: list[str],
    sh_degree: int,
    rad_flip_y: bool = False,
    rad_streamable: bool = True,
)
lf.save_config_file(path: str)

File I/O (`lf.io`)

Use lf.io when you need data objects directly instead of loading into the live application scene.

Function	Returns	Description
`lf.io.load(path, format=None, resize_factor=None, max_width=None, images_folder=None, progress=None, min_track_length=None)`	`LoadResult`	Load splat file, point cloud, mesh-derived data, or dataset
`lf.io.load_point_cloud(path)`	`(Tensor, Tensor)`	Load PLY point cloud as positions/colors
`lf.io.save_ply(data, path, binary=True, progress=None, extra_attributes=None)`	`None`	Save `SplatData` as PLY
`lf.io.save_point_cloud_ply(point_cloud, path, extra_attributes=None)`	`None`	Save `PointCloud` as PLY
`lf.io.save_sog(data, path, kmeans_iterations=10, use_gpu=True, progress=None)`	`None`	Save SOG-compressed splats
`lf.io.save_spz(data, path)`	`None`	Save SPZ splats
`lf.io.save_usd(data, path)`	`None`	Save OpenUSD gaussian file
`lf.io.save_nurec_usdz(data, path)`	`None`	Save NuRec-compatible USDZ
`lf.io.export_html(data, path, kmeans_iterations=10, progress=None)`	`None`	Self-contained HTML viewer
`lf.io.save_image(path, image)`	`None`	Save PNG/JPG/TIFF/EXR from `[H,W,C]` or `[C,H,W]` tensor
`lf.io.is_dataset_path(path)`	`bool`	Dataset directory detection
`lf.io.is_gaussian_splat_ply(path)`	`bool`	PLY schema check for gaussian splat attributes
`lf.io.get_supported_formats()` / `get_supported_extensions()`	`list[str]`	Loader/exporter support

LoadResult exposes splat_data, point_cloud, cameras, scene_center, loader_used, load_time_ms, warnings, and is_dataset. PLY extra attributes must avoid reserved gaussian names and must match the visible/raw point count expected by the exporter.

Pipeline Operations (`lf.pipeline`)

Pipelines compose built-in operations and execute them as one chain.

pipe = (
    lf.pipeline.Pipeline("grow-and-move")
    | lf.pipeline.select.grow(radius=0.05)
    | lf.pipeline.transform.translate(offset=(0.0, 0.1, 0.0))
)
if pipe.poll():
    result = pipe.execute()

API	Description
`lf.pipeline.Pipeline(name='')`	Create an empty chain
`Pipeline.add(stage)` / `Pipeline \| stage`	Append a stage
`Pipeline.poll()` / `execute()`	Check and execute all stages
`Stage.execute()`	Execute a single stage immediately
`lf.pipeline.select.all/none/invert/grow/shrink(**kwargs)`	Selection stages
`lf.pipeline.transform.translate/rotate/scale/set(**kwargs)`	Transform stages
`lf.pipeline.edit.duplicate(**kwargs)`	Duplicate stage

Logging

Function	Description
`lf.log.info(msg)`	Info level
`lf.log.warn(msg)`	Warning level
`lf.log.error(msg)`	Error level
`lf.log.debug(msg)`	Debug level

Undo

lf.undo.push(name: str, undo: Callable, redo: Callable, validate: Callable | None = None)
lf.undo.transaction(name: str = "Grouped Changes") -> Transaction
lf.undo.stack() -> dict

lf.undo.transaction(...) groups multiple undoable mutations into one history step.
lf.undo.stack() returns structured undo/redo items with id, label, source, scope, and estimated_bytes.

UI Functions

Function	Returns	Description
`lf.ui.tr(key)`	`str`	Translate string
`lf.ui.theme()`	`Theme`	Current theme
`lf.ui.context()`	`AppContext`	App context
`lf.ui.request_redraw()`	`None`	Request UI redraw
`lf.ui.set_language(lang_code)`	`None`	Set UI language
`lf.ui.get_current_language()`	`str`	Active language code
`lf.ui.get_languages()`	`list[tuple[str, str]]`	Available languages
`lf.ui.set_theme(name)`	`None`	Theme switch by stable theme id
`lf.ui.get_theme()`	`str`	Active stable theme id
`lf.ui.themes()`	`list[dict]`	Available theme presets
`lf.ui.set_panel_enabled(panel_id, enabled)`	`None`	Toggle panel by id
`lf.ui.is_panel_enabled(panel_id)`	`bool`	Panel enabled state
`lf.ui.get_panel_names(space=lf.ui.PanelSpace.FLOATING)`	`list[str]`	Panel ids for a space
`lf.ui.get_panel(panel_id)`	`lf.ui.PanelInfo \| None`	Typed panel info
`lf.ui.get_main_panel_tabs()`	`list[lf.ui.PanelSummary]`	Typed summaries for main-panel tabs
`lf.ui.set_panel_label(panel_id, label)`	`bool`	Change panel display name
`lf.ui.set_panel_order(panel_id, order)`	`bool`	Change panel sort order
`lf.ui.set_panel_space(panel_id, space)`	`bool`	Move panel to a different space (`lf.ui.PanelSpace`)
`lf.ui.set_panel_parent(panel_id, parent)`	`bool`	Embed panel inside a tab as collapsible section
`lf.ui.ops.invoke(op_id, **kwargs)`	`OperatorReturnValue`	Invoke operator
`lf.ui.ops.poll(op_id)`	`bool`	Operator poll
`lf.ui.ops.cancel_modal()`	`None`	Cancel modal operator
`lf.ui.get_active_tool()`	`str`	Active tool ID
`lf.ui.get_active_submode()`	`str`	Active submode
`lf.ui.set_selection_mode(mode)`	`None`	Set selection submode
`lf.ui.get_transform_space()`	`int`	Transform space enum index
`lf.ui.set_transform_space(space)`	`None`	Set transform space index
`lf.ui.get_pivot_mode()` / `set_pivot_mode(mode)`	`int`	Pivot mode enum index
`lf.ui.get_fps()`	`float`	Current FPS
`lf.ui.get_git_commit()`	`str`	Git commit hash

For a coarse CUDA memory number in Python plugin code, use lfs_plugins.get_gpu_memory() from the helper package. There is no lf.ui.get_gpu_memory() binding in the current stubs.

File Dialogs

Function	Returns
`lf.ui.open_image_dialog(start_dir='')`	`str`
`lf.ui.open_folder_dialog(title='Select Folder', start_dir='')`	`str`
`lf.ui.open_dataset_folder_dialog()`	`str`
`lf.ui.open_ply_file_dialog(start_dir='')`	`str`
`lf.ui.open_mesh_file_dialog(start_dir='')`	`str`
`lf.ui.open_checkpoint_file_dialog()`	`str`
`lf.ui.open_ppisp_file_dialog(start_dir='')`	`str`
`lf.ui.open_json_file_dialog()`	`str`
`lf.ui.open_csv_file_dialog()`	`str`
`lf.ui.open_xml_file_dialog()`	`str`
`lf.ui.open_las_file_dialog()`	`str`
`lf.ui.open_video_file_dialog()`	`str`
`lf.ui.select_colmap_sparse_folder_dialog(default_path='')`	`str`
`lf.ui.open_environment_map_dialog(start_dir='')`	`str`
`lf.ui.save_las_file_dialog(default_name='export')`	`str`
`lf.ui.save_laz_file_dialog(default_name='export')`	`str`
`lf.ui.save_json_file_dialog(default_name='config.json')`	`str`
`lf.ui.save_png_file_dialog(default_name='export.png')`	`str`
`lf.ui.save_jpg_file_dialog(default_name='export.jpg')`	`str`
`lf.ui.save_ply_file_dialog(default_name='export')`	`str`
`lf.ui.save_sog_file_dialog(default_name='export')`	`str`
`lf.ui.save_spz_file_dialog(default_name='export')`	`str`
`lf.ui.save_usd_file_dialog(default_name='export')`	`str`
`lf.ui.save_usdz_file_dialog(default_name='export')`	`str`
`lf.ui.save_html_file_dialog(default_name='viewer')`	`str`
`lf.ui.save_rad_file_dialog(default_name='export')`	`str`

lf.ui.open_folder_dialog() accepts title for compatibility with older scripts. The current native dialog backend ignores it.

UI Hooks

Inject UI into existing panels at predefined hook points. Callbacks receive a layout object.

Function	Description
`lf.ui.add_hook(panel, section, callback, position="append")`	Register a hook. `position`: `"prepend"` or `"append"`
`lf.ui.remove_hook(panel, section, callback)`	Remove a specific hook callback
`lf.ui.clear_hooks(panel, section="")`	Clear hooks for panel/section (or all sections if empty)
`lf.ui.clear_all_hooks()`	Clear all registered hooks
`lf.ui.get_hook_points()`	List all registered hook point keys
`lf.ui.invoke_hooks(panel, section, prepend=False)`	Invoke hooks (`prepend=True` for prepend, `False` for append)
`@lf.ui.hook(panel, section, position="append")`	Decorator form of `add_hook`

Hook points are runtime-defined. Query them with lf.ui.get_hook_points() instead of hard-coding.

Tensor API

import lichtfeld as lf
t = lf.Tensor

The tables below list the most-used tensor APIs. For the full bound surface, see src/python/stubs/lichtfeld/__init__.pyi.

Creation:

Function	Returns	Description
`t.zeros(shape, device='cuda', dtype='float32')`	`Tensor`	Zero-filled tensor
`t.ones(shape, device, dtype)`	`Tensor`	Ones tensor
`t.full(shape, value, device, dtype)`	`Tensor`	Constant-filled tensor
`t.eye(n, device, dtype)`	`Tensor`	Identity matrix
`t.arange(start, end, step, device, dtype)`	`Tensor`	Range tensor
`t.linspace(start, end, steps, device, dtype)`	`Tensor`	Linear space
`t.rand(shape, device, dtype)`	`Tensor`	Uniform random [0, 1)
`t.randn(shape, device, dtype)`	`Tensor`	Normal random
`t.empty(shape, device, dtype)`	`Tensor`	Uninitialized tensor
`t.randint(low, high, shape, device)`	`Tensor`	Random integers
`t.from_numpy(arr, copy=True)`	`Tensor`	From NumPy array
`t.cat(tensors, dim=0)`	`Tensor`	Concatenate
`t.stack(tensors, dim=0)`	`Tensor`	Stack
`t.where(condition, x, y)`	`Tensor`	Conditional select

Properties:

Property	Type	Description
`.shape`	`tuple`	Tensor dimensions
`.ndim`	`int`	Number of dimensions
`.numel`	`int`	Total elements
`.device`	`str`	`'cpu'` or `'cuda'`
`.dtype`	`str`	Data type string
`.is_contiguous`	`bool`	Memory contiguous
`.is_cuda`	`bool`	On GPU

Methods:

Method	Returns	Description
`.clone()`	`Tensor`	Deep copy
`.cpu()` / `.cuda()`	`Tensor`	Move device
`.contiguous()`	`Tensor`	Make contiguous
`.sync()`	`None`	CUDA synchronize
`.numpy(copy=True)`	`ndarray`	Convert to NumPy
`.to(dtype)`	`Tensor`	Convert dtype
`.size(dim)`	`int`	Size at dimension
`.item()`	`scalar`	Extract scalar
`.sum(dim=None, keepdim=False)`	`Tensor`	Reduce sum
`.mean(dim=None, keepdim=False)`	`Tensor`	Reduce mean
`.max(dim=None, keepdim=False)`	`Tensor`	Reduce max
`.min(dim=None, keepdim=False)`	`Tensor`	Reduce min
`.reshape(shape)`	`Tensor`	Reshape
`.view(shape)`	`Tensor`	View reshape
`.squeeze(dim=None)`	`Tensor`	Remove size-1 dims
`.unsqueeze(dim)`	`Tensor`	Add size-1 dim
`.transpose(dim0, dim1)`	`Tensor`	Swap dimensions
`.permute(dims)`	`Tensor`	Reorder dimensions
`.flatten(start=0, end=-1)`	`Tensor`	Flatten range
`.expand(sizes)`	`Tensor`	Broadcast view
`.repeat(repeats)`	`Tensor`	Tile tensor
`.prod()`, `.std()`, `.var()`	`Tensor`	Additional reductions
`.argmax()`, `.argmin()`	`Tensor`	Index reductions
`.all()`, `.any()`	`Tensor`	Logical reductions
`.matmul()`, `.mm()`, `.bmm()`	`Tensor`	Matrix products
`.masked_select()`, `.masked_fill()`	`Tensor`	Masked operations
`.zeros_like()`, `.ones_like()` etc.	`Tensor`	Like-constructors
`.from_dlpack()` / `.__dlpack__()`	`Tensor`	DLPack interop

Operators: +, -, *, /, **, ==, !=, <, >, <=, >=, [] (indexing/slicing)

Application

Function	Description
`lf.request_exit()`	Exit with confirmation
`lf.force_exit()`	Immediate exit
`lf.run(path)`	Execute Python script
`lf.on_frame(cb)`	Per-frame callback
`lf.stop_animation()`	Clear frame callback
`lf.mat4(rows)`	Create 4x4 matrix
`lf.help()`	Show help

Native Operators (`lf.ops` / `lf.ui.ops`)

Use lf.ops for the native operator registry and descriptor metadata. The lf.ui.ops namespace exposes the same common invoke/poll/modal controls for UI code.

API	Returns	Description
`lf.ops.invoke(id, **kwargs)`	`OperatorReturnValue`	Invoke a native or Python operator
`lf.ops.poll(id)`	`bool`	Check whether the operator can run
`lf.ops.get_all()`	`list[str]`	Registered operator IDs
`lf.ops.get_descriptor(id)`	`OperatorDescriptor \| None`	Label, description, icon, shortcut, flags
`lf.ops.has_modal()` / `cancel_modal()`	`bool` / `None`	Modal operator state/control

OperatorReturnValue has boolean helpers: finished, cancelled, running_modal, pass_through, and bool(result) for successful completion. Extra return data can be accessed by attribute.

MCP Tools (`lf.mcp`)

Python plugins can register MCP tools into the same local MCP surface used by automation clients.

@lf.mcp.tool(name="my_plugin.echo", description="Echo a message")
def echo(args):
    return {"message": args.get("message", "")}

Function	Returns	Description
`register_tool(fn, name='', description='')`	`None`	Register a Python function as an MCP tool
`@tool(name='', description='')`	decorator	Decorator form
`unregister_tool(name)`	`None`	Remove a Python MCP tool
`list_tools()` / `describe_tools()`	`list`	All shared MCP tools/capabilities
`list_python_tools()`	`list[str]`	Python tools registered through `lf.mcp`
`list_resources()` / `read_resource(uri)`	`list`	Shared MCP resource discovery/read
`call_tool(name, args=None)`	`object`	Invoke a registered tool/capability

Packages (`lf.packages`)

Package installation is backed by uv and the LichtFeld-managed Python environment.

Function	Returns	Description
`init()`	`str`	Initialize `~/.lichtfeld/venv`
`install(package)` / `uninstall(package)`	`str`	Synchronous package change
`list()`	`list[PackageInfo]`	Installed packages
`is_installed(package)`	`bool`	Package presence check
`install_async(package)`	`bool`	Start non-blocking install
`install_torch(cuda='auto', version='')`	`str`	Install PyTorch with CUDA detection
`install_torch_async(cuda='auto', version='')`	`bool`	Non-blocking PyTorch install
`is_busy()`	`bool`	Async operation running
`is_uv_available()` / `uv_path()`	`bool` / `str`	`uv` discovery
`embedded_python_path()` / `site_packages_dir()` / `typings_dir()`	`str`	Runtime paths

There is no uninstall_async() API in the current stubs; use synchronous uninstall().

Scripts (`lf.scripts`)

These functions back the Scripts panel and are useful for plugin-managed script batches.

Function	Returns	Description
`get_scripts()`	`list`	Loaded script records
`set_script_enabled(index, enabled)`	`None`	Toggle one script
`set_script_error(index, error)`	`None`	Set or clear one script error
`clear_errors()` / `clear()`	`None`	Clear errors or all scripts
`run(paths)`	`dict`	Run scripts, returns success/error data
`get_enabled_paths()`	`list[str]`	Enabled script paths
`count()`	`int`	Script count

Keymaps (`lf.keymap`)

lf.keymap exposes input bindings for tools and global actions.

Function	Description
`get_action_for_key(mode, key, modifiers=0)` / `get_action_for_scroll(mode, modifiers=0, held_keys=[])`	Resolve input to action
`get_key_for_action(action, mode=GLOBAL)` / `get_trigger(action, mode=GLOBAL)`	Read current binding
`set_binding(mode, action, key, modifiers=0)` / `set_trigger_binding(mode, action, trigger)`	Change binding
`clear_binding(mode, action)` / `reset_to_default()`	Remove or reset bindings
`find_conflict_for_action(mode, action)`	Detect binding conflicts
`get_available_profiles()` / `get_current_profile()`	Profile discovery
`load_profile(name)` / `save_profile(name)` / `export_profile(path)` / `import_profile(path)`	Profile persistence
`start_capture(mode, action)` / `capture_scroll(...)` / `cancel_capture()`	Interactive capture
`is_capturing()` / `get_captured_trigger()` / `bindings_revision()`	Capture and change state

The enum surfaces include Action, ToolMode, Modifier, MouseButton, KeyTrigger, and MouseButtonTrigger.

Animation (`lf.animation`)

Class	Purpose
`AnimationTrack`	Keyframes for one target property path; supports `add_keyframe()`, `remove_keyframe()`, `evaluate()`, and `keyframes()`
`AnimationClip`	Multi-track clip with `add_track(value_type, target_path)`, `remove_track()`, `get_track()`, and `evaluate(time)`
`Timeline`	Camera keyframe timeline plus optional animation clip; exposes `animation_clip()` and `evaluate_clip(time)`

Track value types are "bool", "int", "float", "vec2", "vec3", "vec4", "quat", and "mat4".

Mesh (`lf.mesh`)

lf.mesh is a broad OpenMesh binding surface. The most common plugin entry points are:

API	Returns	Description
`MeshData`	class	Tensor-backed mesh payload used by scene/rendering
`read_trimesh(filename, options)` / `read_polymesh(filename, options)`	`TriMesh` / `PolyMesh`	Load OpenMesh meshes
`write_mesh(filename, mesh, **options)`	`None`	Save `TriMesh` or `PolyMesh`
`write_mesh(mesh_data, path)`	`None`	Save tensor-backed mesh data
`TriMesh` / `PolyMesh`	classes	OpenMesh-style topology, geometry, and property APIs
`TriMeshDecimater` / `PolyMeshDecimater`	classes	Decimation module management

For exact method coverage, use src/python/stubs/lichtfeld/mesh.pyi; that file is intentionally the canonical exhaustive reference for the mesh binding.

pyproject.toml Schema

[project]
name = ""                    # string, required - Unique plugin identifier
version = ""                 # string, required - Semantic version
description = ""             # string, required
authors = []                 # list[{name, email}], optional - PEP 621 authors
dependencies = []            # list[string], optional - Python packages (PEP 508)

[tool.lichtfeld]
hot_reload = true            # bool, required
entry_point = "__init__"     # string, optional - Module to load (default: __init__)
plugin_api = ">=1,<2"        # string, required - Supported plugin API range (PEP 440)
lichtfeld_version = ">=0.4.2"  # string, required - Supported host app/runtime range (PEP 440)
required_features = []       # list[string], required - Optional host features this plugin needs
author = ""                  # string, optional - Author fallback (if no [project].authors)

v1 is strict. Legacy min_lichtfeld_version / max_lichtfeld_version fields are removed and rejected.

Icon System

from lfs_plugins.icon_manager import get_icon, get_ui_icon, get_scene_icon, get_plugin_icon

Function	Returns	Description
`get_icon(name)`	`int`	Load `assets/icon/{name}.png`
`get_ui_icon(name)`	`int`	Load `assets/icon/{name}` (include ext)
`get_scene_icon(name)`	`int`	Load `assets/icon/scene/{name}.png`
`get_plugin_icon(name, plugin_path, plugin_name)`	`int`	Load `{plugin_path}/icons/{name}.png` with fallback

All return opaque UI texture handles (0 on failure). Icons are cached by C++.

Direct loading:

import lichtfeld as lf
texture_id = lf.load_icon(name)
lf.free_icon(texture_id)

Errors

Plugin errors are captured and accessible via the plugin manager:

import lichtfeld as lf

state = lf.plugins.get_state("my_plugin")   # PluginState enum
error = lf.plugins.get_error("my_plugin")   # Error message string
tb = lf.plugins.get_traceback("my_plugin")  # Full traceback string

PluginState values

State	Description
`UNLOADED`	Plugin is not loaded
`INSTALLING`	Plugin is being installed
`LOADING`	Plugin is loading
`ACTIVE`	Plugin is running
`ERROR`	Plugin failed to load/run
`DISABLED`	Plugin is manually disabled