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docs(manual): rewrite writing-specs with accurate API and updated examples
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@@ -9,16 +9,13 @@ A spec has three parts: extractors, properties, and actions.
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```ts
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import { extract, always, now, actions, weighted, Tap, taps, swipes } from "@sanderling/spec";
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// 1. Extractors pull values from each observed state.
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const loggedIn = extract((s) => !!s.ax.find("id:home-tab-bar"));
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// 2. Properties are LTL formulas evaluated every step.
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export const properties = {
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cartNeverNegative: always(() => cartCount.current >= 0),
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};
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// 3. Actions are a weighted tree of what sanderling is allowed to do.
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export const actions = weighted(
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export const actionsRoot = weighted(
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[10, taps],
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[2, swipes],
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);
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@@ -28,84 +25,207 @@ The Go runner calls into the JS runtime each step. Extractors re-read the curren
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## The `State` object
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What extractors see:
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What extractors receive:
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```ts
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interface State {
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ax: AccessibilityTree; // view hierarchy
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screen: { id: string; hash: string };
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ax: AccessibilityTree;
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snapshots: Record<string, unknown>;
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lastAction: Action | null;
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logs: LogEntry[]; // since previous state
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exceptions: Exception[];
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time: number; // ms since run start
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logs: readonly LogEntry[];
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exceptions: readonly ExceptionRecord[];
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time: number; // ms since run start
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}
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```
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`ax.find("text:Click me")`, `ax.find("id:login-form")`, `ax.findAll("role:todo-row")` are the common accessors. Prefer stable testID-style identifiers over positional selectors, for the same reason you would in Espresso or XCUITest.
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`ax` is the live UI hierarchy. `snapshots` carries any key-value data pushed by the app SDK. `logs` and `exceptions` contain entries collected since the previous step.
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## Pattern: preconditions (login, onboarding)
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## Extractors
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sanderling has no setup phase and no fixtures. Preconditions are action generators with two properties:
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`extract()` wraps a getter that runs against every new state. The returned object exposes `.current` (this step's value) and `.previous` (last step's, or `undefined` on the first step).
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1. High weight, so they fire whenever applicable.
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2. Gated on a state extractor, so they return an empty tree when not applicable and self-disable once the precondition is met.
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```ts
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const loggedIn = extract((s) => !!s.ax.find("id:home-tab-bar"));
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const balance = extract<number>((s) => s.snapshots["account.balance"] as number ?? 0);
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// Inside a property or action:
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loggedIn.current // boolean
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loggedIn.previous // boolean | undefined
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```
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Extractors are cheap. Prefer one extractor per concept and reuse it across properties and action generators.
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## Finding elements
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`ax.find(selector)` returns the first matching `AccessibilityElement`, or `undefined`. `ax.findAll(selector)` returns all matches. Both are available on the tree root and on any element (scoped to its subtree).
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**String selectors:**
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| Form | Match rule |
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|---|---|
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| `id:<value>` | Exact match on resource-id, or suffix after `:id/` (Android) |
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| `text:<value>` | Substring match on text content |
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| `desc:<value>` | Exact match on accessibility description, or starts-with for iOS merged labels |
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| `descPrefix:<prefix>` | Starts-with on accessibility description |
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| `<attr>:<value>` | Substring match on any raw attribute by name |
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**Object selectors** (AND of all given attributes):
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```ts
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s.ax.find({ accessibilityText: "LoginScreen" })
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s.ax.find({ accessibilityText: "login_email" })
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```
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**Path queries** (global only):
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```ts
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s.ax.find("id:HomeScreen > descPrefix:account_card:")
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```
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Each segment is matched within the subtree of the previous match.
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**Cross-platform aliases** are resolved automatically. `label` and `accessibilityLabel` both resolve to `accessibilityText`; `content-desc` and `accessibilityText` are interchangeable; `identifier` and `accessibilityIdentifier` resolve to `resource-id`.
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See the [Spec language reference](./spec-language/) for the complete selector grammar and per-platform field availability.
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## Properties
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Properties are named LTL formulas exported from the spec. The verifier evaluates each one every step and fails the run when a formula is violated.
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```ts
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export const properties = {
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balanceNeverNegative: always(() => balance.current >= 0),
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loginReachable: eventually(() => loggedIn.current).within(30, "seconds"),
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};
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```
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**Operators:**
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- `always(f)` - `f` must hold at every step.
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- `eventually(f).within(n, unit)` - `f` must hold at some step within `n` milliseconds, seconds, or steps.
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- `now(f)` - evaluates `f` at the current step (used for implication antecedents).
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- `next(f)` - evaluates `f` at the next step.
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**Combinators** - available on any formula:
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```ts
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now(() => loggedIn.current).implies(now(() => cartCount.current !== undefined))
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formulaA.and(formulaB)
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formulaA.or(formulaB)
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formulaA.not()
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```
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`implies`, `and`, `or`, and `not` compose freely.
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## Actions
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Action generators return a list of actions to perform. The runner samples one from the weighted tree and dispatches it through the driver.
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**Built-in generators** (pass directly to `weighted`):
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- `taps` - autonomous random taps on clickable elements.
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- `swipes` - autonomous random swipe gestures.
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- `waitOnce` - idles one step.
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- `pressKey` - presses a random supported key.
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**Action constructors:**
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```ts
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Tap({ on: element }) // tap an element or selector string
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InputText({ into: element, text: "hello" }) // clear and type into a field
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Swipe({ from: elementOrPoint, to: elementOrPoint, durationMillis?: number })
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PressKey({ key: "back" | "home" | "enter" | "tab" | "up" | "down" | "left" | "right" })
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Wait({ durationMillis: number })
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```
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**Samplers** - cycle over a fixed list:
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```ts
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const names = from(["Checking", "Savings", "Travel"]);
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names.generate() // picks from the list
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```
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**Custom generators:**
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```ts
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const doLogin = actions(() => {
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if (loggedIn.current) return [];
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const emailField = loginEmail.current;
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const submit = loginSubmit.current;
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if (!emailField || !submit) return [];
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return [InputText({ into: emailField, text: "[email protected]" }), Tap({ on: submit })];
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});
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```
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**Weighted trees:**
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```ts
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export const actionsRoot = weighted(
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[100, dismissOnboarding],
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[50, doLogin],
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[10, taps],
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[2, swipes],
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[1, weighted(
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[3, openDeepLink("app://home")],
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[1, openDeepLink("app://settings")],
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)],
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);
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```
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Weights are relative within each tree. Nested trees get their own local budget.
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## Default properties
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`@sanderling/spec/defaults/properties` exports ready-made properties:
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```ts
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import { noUncaughtExceptions, noLogcatErrors } from "@sanderling/spec/defaults/properties";
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export const properties = {
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noUncaughtExceptions, // fails if the app throws an uncaught exception
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noLogcatErrors, // fails if logcat emits any error-level lines
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};
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```
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## Pattern: preconditions
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sanderling has no setup phase. Preconditions are action generators with high weight that self-disable once the condition is satisfied.
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```ts
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const onLoginScreen = extract((s) => !!s.ax.find("id:login-form"));
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const loginEmailField = extract((s) => s.ax.find("id:email-field"));
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const loginSubmit = extract((s) => s.ax.find("id:sign-in-button"));
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const doLogin = actions(() => {
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if (!onLoginScreen.current) return [];
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const emailField = state.ax.find("id:email-field");
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const signInButton = state.ax.find("id:sign-in-button");
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if (!emailField || !signInButton) return [];
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const email = loginEmailField.current;
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const submit = loginSubmit.current;
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if (!email || !submit) return [];
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return [
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InputText({ into: emailField, text: "[email protected]" }),
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Tap({ on: signInButton }),
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InputText({ into: email, text: "[email protected]" }),
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Tap({ on: submit }),
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];
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});
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```
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Stack these for onboarding, consent dialogs, cold-start flows:
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Stack these for onboarding, consent dialogs, and cold-start flows:
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```ts
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const dismissOnboarding = actions(() => {
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const skip = state.ax.find("text:Skip");
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return skip ? [Tap({ on: skip })] : [];
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});
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export const actions = weighted(
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[100, dismissOnboarding], // clear the path first
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[50, doLogin], // log in when the login screen appears
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[10, taps], // exploration
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export const actionsRoot = weighted(
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[100, dismissOnboarding],
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[50, doLogin],
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[10, taps],
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[2, swipes],
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);
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```
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Lifecycle of a run:
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```
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Step 1: fresh install, onboarding visible
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eligible: dismissOnboarding (weight 100)
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picks: Tap "Skip"
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Step 2-3: login screen visible
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eligible: doLogin (weight 50)
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picks: InputText / Tap to sign in
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Step 4+: home screen, onboarding and login generators return []
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eligible: taps, swipes
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picks: autonomous exploration
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```
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Session state (tokens, keychain, prefs) persists through the rest of the run. If the app logs the user out mid-run, `doLogin` re-fires automatically. No retry logic, no special-casing.
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Once `onLoginScreen.current` is false, `doLogin` returns `[]` and drops out of the eligible set automatically.
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## Pattern: conditional properties
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Use gating extractors the same way inside properties. Express "only check X when Y holds" with `now(...).implies(...)`:
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Gate a property so it only applies when a precondition holds:
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```ts
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const loggedIn = extract((s) => !!s.ax.find("id:home-tab-bar"));
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export const properties = {
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cartPersistsWhenLoggedIn: always(
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now(() => loggedIn.current).implies(now(() => cartCount.current !== undefined)),
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@@ -113,44 +233,30 @@ export const properties = {
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};
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```
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`implies`, `and`, `or`, and `not` are methods on any formula. Combine them freely.
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## Pattern: step-to-step invariants
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## Pattern: eventually
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`always` asserts something holds at every step. `eventually` asserts it holds at some step, usually with a time bound:
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Use `next()` to express invariants that span two consecutive steps:
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```ts
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loginSucceedsWithin30s: eventually(() => loggedIn.current).within(30, "seconds"),
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```
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`within` takes `"milliseconds"`, `"seconds"`, or `"steps"`. Useful for liveness checks: the loading spinner eventually goes away, the deep link eventually lands on `/home`.
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## Pattern: weighted exploration sub-trees
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Nest `weighted` to group related actions and tune their collective rate:
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```ts
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export const actions = weighted(
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[100, dismissOnboarding],
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[50, doLogin],
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[10, taps],
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[2, swipes],
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[1, weighted(
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[3, openLink("todos://home")],
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[1, openLink("todos://settings")],
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[1, openLink("todos://item/42/edit")],
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)],
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const newAccountBalanceIsZero = always(
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next(() => {
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const prev = accounts.previous ?? [];
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const curr = accounts.current;
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if (prev.length === 0 || curr.length === 0) return true;
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const prevIds = new Set(prev.map((a) => a.id));
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return curr.filter((a) => !prevIds.has(a.id)).every((a) => a.balance === 0);
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}),
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);
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```
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Weights are relative within a tree, so nested trees get their own local budget. This is how you keep low-frequency but high-value actions (deep links, background/foreground, rotate) from drowning out normal tapping.
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## Anti-patterns
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**Positional taps.** `Tap({ on: { x: 100, y: 200 } })` works for a demo but breaks on any layout change. Always prefer an `ax.find("id:...")` reference.
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**Accessing `state` outside of `extract`.** The `state` argument exists only inside the `extract()` callback. Use extractors and `.current` everywhere else.
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**Sleep or wait-for-time.** `Wait(3000)` inside an action generator is a smell. If you need to wait for a condition, use an extractor and gate the next action on it.
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**Positional taps.** `Tap({ on: { x: 100, y: 200 } })` breaks on any layout change. Always prefer an `ax.find("id:...")` reference.
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**Retry logic inside generators.** Generators should be pure: given the same state they produce the same actions. Retry is the runner's responsibility.
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**Unbounded `eventually`.** Without `.within(...)`, `eventually` never fails within a finite run. Almost always you want a bound.
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**Unbounded `eventually`.** Without a `.within(...)`, `eventually` never fails within a finite run. It just stays residual. Almost always you want a bound.
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**`Wait()` inside generators.** Waiting for a condition belongs in an extractor guard, not inside a generator.
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**Retry logic inside generators.** Generators must be pure. Given the same state they produce the same actions. Retry is the runner's responsibility.
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