Spec language reference

Lookup reference for everything importable from @sanderling/spec. For a worked example, read the case study first.

Module structure

A spec is a TypeScript module evaluated by the Go runner each step. It exports properties and actionsRoot, plus an optional setup:

import { ... } from "@sanderling/spec";

export const properties = { ... };
export const actionsRoot = weighted(...);
export const setup = login;   // optional

setup is an ActionGenerator the runner consults before actionsRoot each step. While it returns actions, they run; when it returns an empty list, the runner falls through to actionsRoot. Use it for preconditions like login and onboarding. If the app later regresses across the precondition (a logout mid-run), setup re-engages on its own.

State

Every extractor callback receives a State:

interface State {
  ax: AccessibilityTree;
  snapshots: Record<string, unknown>;
  lastAction: Action | null;
  logs: readonly LogEntry[];
  exceptions: readonly ExceptionRecord[];
  time: number;   // ms since run start
}
Field Description
ax Live UI hierarchy for this step
snapshots Key-value data pushed by the app SDK (empty if SDK not integrated)
lastAction The action dispatched in the previous step, or null on the first step
logs Log entries collected since the previous step
exceptions Uncaught exceptions or Sanderling.reportError() calls since the previous step
time Milliseconds elapsed since the run started

Selectors

Selectors are passed to ax.find(), ax.findAll(), and element-scoped .find() / .findAll().

String selectors

Form Matches
id:<value> Exact match on resource-id, or element whose resource-id ends with :id/<value> (Android)
text:<value> Substring match on text content
desc:<value> Exact match on accessibility description; also matches when description starts with <value>, (iOS merged labels)
descPrefix:<prefix> Starts-with match on accessibility description
<attr>:<value> Substring match on any raw attribute by name

Boolean attributes ("true" / "false") use exact match rather than substring.

Object selectors

Pass an object to apply multiple attribute filters with AND semantics:

s.ax.find({ accessibilityText: "LoginScreen" })
s.ax.find({ testTag: "AccountCard", clickable: true })

Every key-value pair must match. Substring and boolean rules apply per attribute.

Known attribute names are typed; you get autocomplete on testTag, text, content-desc, the boolean states (clickable, enabled, focused, checked, selected), and the cross-platform aliases (identifier, accessibilityIdentifier, accessibilityText, accessibilityLabel, label, resource-id, class, elementType, package, placeholderValue, hintText). Boolean state attributes accept a native true / false. Other attribute keys still type-check as a string-valued fallback so raw driver attributes remain reachable.

Path selectors

An array of object selectors matches a path: each segment is matched within the subtree of the previous match. Arrays work on the tree root and on element-scoped .find/.findAll.

s.ax.find([{ testTag: "LoginScreen" }, { testTag: "LoginEmail" }])
s.ax.findAll([{ testTag: "HomeScreen" }, { testTag: "AccountCard" }])

String selectors chain the same way with >, but only on the tree root (ax.find, ax.findAll):

s.ax.find("id:HomeScreen > descPrefix:account_card:")
s.ax.find("id:LedgerScreen > desc:ledger_balance_display")

Cross-platform aliases

These key aliases are resolved automatically so selectors work across platforms without changes:

Write this Also checks
content-desc accessibilityText
accessibilityText content-desc
label accessibilityText
accessibilityLabel accessibilityText
identifier resource-id
accessibilityIdentifier resource-id

AccessibilityElement fields

Fields available on every element returned by find / findAll:

Field Type Description
id string resource-id (Android) or accessibility identifier (iOS)
text string Visible text content
desc string Accessibility description (content-desc / accessibilityText)
class string View class (Android), element type (iOS), or HTML tag (web)
clickable boolean Element is interactive
enabled boolean Element is enabled
checked boolean Checkbox or toggle state
focused boolean Element has input focus
selected boolean Selection state
bounds { left, top, right, bottom } Bounding box in device pixels
x number Center X (derived from bounds)
y number Center Y (derived from bounds)
attrs Record<string, string> All raw attributes from the driver

Platform notes

Android

  • id maps to the Android resource-id (e.g., com.example:id/button). The id:<value> selector matches by suffix after :id/, so id:button matches com.example:id/button.
  • desc maps to content-desc.
  • class is the Java view class name (e.g., android.widget.TextView).
  • attrs contains raw UIAutomator attributes: package, scrollable, checkable, etc.

iOS

  • id maps to the accessibilityIdentifier set via .accessibilityIdentifier in SwiftUI/UIKit.
  • desc maps to accessibilityText, which the iOS sidecar builds by merging accessibilityLabel and the element's value (e.g., "Close, icon description"). The desc:<value> selector handles this by also matching when the description starts with <value>, .
  • class is the XCUITest element type (e.g., XCUIElementTypeButton).
  • attrs contains raw XCUITest attributes: title, placeholderValue, hasFocus, etc.

Web (Chrome)

  • id maps to the HTML id attribute.
  • desc is derived from aria-label, alt, or title.
  • class is the lowercase HTML tag name (e.g., button, input).
  • attrs contains all HTML attributes available to CDP.

KMP (Kotlin Multiplatform)

KMP apps are tested identically to native apps. An Android KMP build uses the Android driver; an iOS KMP build uses the iOS driver. There is no separate KMP driver. The accessibility tree structure reflects the target platform, so the same selector portability rules apply.

Extractors

const loggedIn = extract((s) => !!s.ax.find("id:home-tab-bar"));
const route = extract("route", (s) => ...);   // named form

loggedIn.current    // T - value from the current step
loggedIn.previous   // T | undefined - value from the previous step, undefined on first step

Extractors are evaluated before properties and action generators. Use .previous to detect transitions between steps. Named extractors appear by name in the replay UI and trace.

LTL operators

Function Meaning
always(f) f must hold at every step
eventually(f).within(n, unit) f must hold at some step within n "milliseconds", "seconds", or "steps"
now(f) f evaluated at the current step (for use inside always/next bodies)
next(f) f evaluated at the step immediately after the current one

Formula combinators - available on every Formula:

Method Meaning
.implies(other) If this holds, other must also hold
.and(other) Both must hold
.or(other) At least one must hold
.not() Negation

Actions

Constructors

Tap({ on: element | string })
DoubleTap({ on: element | string })
LongPress({ on: element | string })
InputText({ into: element | string, text: string })
Swipe({ from: element | Point, to: element | Point, durationMillis?: number })
Scroll({ direction: "up" | "down" | "left" | "right", in?: element | string })
PressKey({ key: Key })
Wait({ durationMillis: number })

Key values: "back", "home", "enter", "tab", "up", "down", "left", "right".

On web, "back" maps to Backspace and "home" is not supported. All other keys work on all platforms.

Built-in generators

Generator Behaviour
taps Random tap on a clickable element
doubleTaps Random double tap on a clickable element
longPresses Random long press on a clickable element
typing Types a value from the edge-case corpus into a random editable field
scrolls Random scroll gesture
swipes Random swipe gesture
waitOnce Idles one step
pressKeys Presses a random supported key

actions(generator)

Wraps a callback that returns Action[]. The callback runs each step the generator is eligible.

const doLogin = actions(() => {
  if (loggedIn.current) return [];
  const submit = loginSubmit.current;
  return submit ? [Tap({ on: submit })] : [];
});

weighted(...entries)

Assembles a weighted tree. Each entry is [weight, generator]. Weights are relative within the tree.

export const actionsRoot = weighted(
  [50, doLogin],
  [10, taps],
  [2,  swipes],
);

whenRoute(routeExtractor, routes, body)

Builds a generator that runs body only when the extractor's current value is in routes (a string or array of strings). Returns an empty list otherwise.

const addTxn = whenRoute(route, ["home", "ledger", "add-transaction"], () => {
  ...
  return [Tap({ on: btn })];
});

Samplers

Every sampler has .generate(). Draws are seeded by the run's PRNG, so a run replays identically from its seed.

Sampler Produces
from(items) An item from a fixed list
integers().between(min, max) An integer in the range
strings().length(min, max).alpha() A random string; .alpha() restricts to letters
emails().domain("example.com") A random email address
edgeCaseText() A value from the adversarial input corpus (empty and whitespace strings, emoji, numeric boundary values, very long strings, injection payloads)
const names = from(["Checking", "Savings", "Travel"]);
const amounts = integers().between(1, 500);
// inside an actions() callback:
InputText({ into: nameField, text: names.generate() })
InputText({ into: amountField, text: String(amounts.generate()) })

Defaults

import { defaultActions, doubleTaps } from "@sanderling/spec/defaults";
import { noUncaughtExceptions, noLogcatErrors } from "@sanderling/spec/defaults/properties";

defaultActions is a ready-made weighted tree of the built-in generators: taps and typing at weight 100, scrolls 50, swipes 25, double taps 10. Use it as a baseline pool or as one entry in your own tree.

Property Fails when
noUncaughtExceptions An uncaught exception or Sanderling.reportError() call is captured
noLogcatErrors Logcat emits any error-level (E) lines since the previous step (Android only; holds elsewhere)