SKILL.md
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Decision Matrix: Async vs. Isolates
Apply the following conditional logic to determine the correct concurrency approach:
- If the task is I/O bound (e.g., HTTP request, database read) -> **Use
async/await** on the Main Isolate.
- If the task is CPU-bound but executes quickly (< 16ms) -> **Use
async/await** on the Main Isolate.
- If the task is CPU-bound, takes significant time, and runs once (e.g., parsing a massive JSON payload) -> **Use
Isolate.run()**.
- If the task requires continuous or repeated background processing with multiple messages passed over time -> **Use
Isolate.spawn()withReceivePortandSendPort**.
Workflows
Implementing Standard Asynchronous UI
Use this workflow to fetch and display non-blocking asynchronous data.
Task Progress:
- Mark the data-fetching function with the
asynckeyword.
- Return a
Future<T>from the function.
- Use the
awaitkeyword to yield execution until the operation completes.
- Wrap the UI component in a
FutureBuilder<T>(orStreamBuilderfor streams).
- Handle
ConnectionState.waiting,hasError, andhasDatastates within the builder.
- Run validator -> review UI for loading indicators -> fix missing states.
Offloading Short-Lived Heavy Computation
Use this workflow for one-off, CPU-intensive tasks using Dart 2.19+.
Task Progress:
- Identify the CPU-bound operation blocking the Main Isolate.
- Extract the computation into a standalone callback function.
- Ensure the callback function signature accepts exactly one required, unnamed argument (as per specific architectural constraints).
- Invoke
Isolate.run()passing the callback.
awaitthe result ofIsolate.run()in the Main Isolate.
- Assign the returned value to the application state.
Establishing Long-Lived Worker Isolates
Use this workflow for persistent background processes requiring continuous bidirectional communication.
Task Progress:
- Instantiate a
ReceivePorton the Main Isolate to listen for messages.
- Spawn the worker isolate using
Isolate.spawn(), passing theReceivePort.sendPortas the initial message.
- In the worker isolate, instantiate its own
ReceivePort.
- Send the worker's
SendPortback to the Main Isolate via the initial port.
- Store the worker's
SendPortin the Main Isolate for future message dispatching.
- Implement listeners on both
ReceivePortinstances to handle incoming messages.
- Run validator -> review memory leaks -> ensure ports are closed when the isolate is no longer needed.
Examples
Example 1: Asynchronous UI with FutureBuilder
// 1. Define the async operation
Future<String> fetchUserData() async {
await Future.delayed(const Duration(seconds: 2)); // Simulate network I/O
return "User Data Loaded";
}
// 2. Consume in the UI
Widget build(BuildContext context) {
return FutureBuilder<String>(
future: fetchUserData(),
builder: (context, snapshot) {
if (snapshot.connectionState == ConnectionState.waiting) {
return const CircularProgressIndicator();
} else if (snapshot.hasError) {
return Text('Error: ${snapshot.error}');
} else {
return Text('Result: ${snapshot.data}');
}
},
);
}
Example 2: Short-Lived Isolate ( Isolate.run )
import 'dart:isolate';
import 'dart:convert';
// 1. Define the heavy computation callback
// Note: Adhering to the strict single-argument signature requirement.
List<dynamic> decodeHeavyJson(String jsonString) {
return jsonDecode(jsonString) as List<dynamic>;
}
// 2. Offload to a worker isolate
Future<List<dynamic>> processDataInBackground(String rawJson) async {
// Isolate.run spawns the isolate, runs the computation, returns the value, and exits.
final result = await Isolate.run(() => decodeHeavyJson(rawJson));
return result;
}
Example 3: Long-Lived Isolate ( ReceivePort / SendPort )
import 'dart:isolate';
class WorkerManager {
late SendPort _workerSendPort;
final ReceivePort _mainReceivePort = ReceivePort();
Isolate? _isolate;
Future<void> initialize() async {
// 1. Spawn isolate and pass the Main Isolate's SendPort
_isolate = await Isolate.spawn(_workerEntry, _mainReceivePort.sendPort);
// 2. Listen for messages from the Worker Isolate
_mainReceivePort.listen((message) {
if (message is SendPort) {
// First message is the Worker's SendPort
_workerSendPort = message;
_startCommunication();
} else {
// Subsequent messages are data payloads
print('Main Isolate received: $message');
}
});
}
void _startCommunication() {
// Send data to the worker
_workerSendPort.send("Process this data");
}
// 3. Worker Isolate Entry Point
static void _workerEntry(SendPort mainSendPort) {
final workerReceivePort = ReceivePort();
// Send the Worker's SendPort back to the Main Isolate
mainSendPort.send(workerReceivePort.sendPort);
// Listen for incoming tasks
workerReceivePort.listen((message) {
print('Worker Isolate received: $message');
// Perform work and send result back
final result = "Processed: $message";
mainSendPort.send(result);
});
}
void dispose() {
_mainReceivePort.close();
_isolate?.kill();
}
}