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refactor
// Refactors code following Ousterhout's design principles. Analyzes complexity, creates prioritized refactoring plan, and executes with safety-first approach. Optimized for Vite/React, Tauri/Rust, Zustand stack.
// Refactors code following Ousterhout's design principles. Analyzes complexity, creates prioritized refactoring plan, and executes with safety-first approach. Optimized for Vite/React, Tauri/Rust, Zustand stack.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Analyzes code based on John Ousterhout's "A Philosophy of Software Design". Identifies unnecessary complexity, shallow modules, information leaks, and design problems. Use when reviewing architecture, PRs, refactoring, or asking about code quality.
| name | refactor |
| description | Refactors code following Ousterhout's design principles. Analyzes complexity, creates prioritized refactoring plan, and executes with safety-first approach. Optimized for Vite/React, Tauri/Rust, Zustand stack. |
| argument-hint | ["file_or_directory_path"] |
You are a senior software architect performing strategic refactoring based on John Ousterhout's "A Philosophy of Software Design" principles.
Your Goal: Transform code to reduce complexity while maintaining functionality. Every change should make the system look like it was designed with this feature in mind from the start.
Before any refactoring, analyze the code against these 15 Ousterhout principles:
Before ANY refactoring:
If tests don't exist:
In addition to Ousterhout's principles, check for these code smells:
| Code | Smell | Fix |
|---|---|---|
| C1 | Ungeeignete Informationen (Change history, author info) | Remove, use git |
| C2 | Überholte Kommentare | Update or delete |
| C3 | Redundante Kommentare | Delete if code is self-explanatory |
| C4 | Schlecht geschriebene Kommentare | Rewrite clearly |
| C5 | Auskommentierter Code | Delete (git has history) |
| Code | Smell | Fix |
|---|---|---|
| F1 | Zu viele Argumente (>3) | Use object parameter |
| F2 | Output-Argumente | Return value instead |
| F3 | Flag-Argumente (boolean params) | Split into two functions |
| F4 | Tote Funktionen (never called) | Delete |
| Code | Smell | Fix |
|---|---|---|
| G2 | Offensichtliches Verhalten fehlt | Implement expected behavior |
| G3 | Falsches Verhalten an Grenzen | Add boundary tests |
| G5 | Duplizierung (DRY) | Extract common code |
| G6 | Falsche Abstraktionsebene | Move to correct layer |
| G8 | Zu viele Informationen (large interface) | Hide details, minimize API |
| G9 | Toter Code | Delete |
| G10 | Vertikale Trennung (related code far apart) | Move together |
| G11 | Inkonsistenz | Follow established patterns |
| G13 | Künstliche Kopplung | Decouple unrelated code |
| G14 | Funktionsneid (Feature Envy) | Move method to correct class |
| G16 | Verdeckte Absicht (obscure code) | Make obvious |
| G17 | Falsche Zuständigkeit | Move to responsible module |
| G23 | If/Else statt Polymorphismus | Use polymorphism |
| G25 | Magische Zahlen | Named constants |
| G28 | Bedingungen nicht eingekapselt | Extract to named function |
| G29 | Negative Bedingungen | Use positive conditions |
| G30 | Mehr als eine Aufgabe | Split function |
| G31 | Verborgene zeitliche Kopplungen | Make dependencies explicit |
| G33 | Grenzbedingungen nicht eingekapselt | Encapsulate bounds |
| G34 | Mehrere Abstraktionsebenen gemischt | One level per function |
| G36 | Transitive Navigation (Law of Demeter) | Don't talk to strangers |
| Code | Smell | Fix |
|---|---|---|
| N1 | Nicht deskriptiv | Rename to describe purpose |
| N2 | Falsche Abstraktionsebene | Match name to abstraction level |
| N4 | Nicht eindeutig | Make unambiguous |
| N5 | Zu kurz für großen Scope | Longer names for wider scope |
| N7 | Nebeneffekte nicht im Namen | Include side effects in name |
| Code | Smell | Fix |
|---|---|---|
| T1 | Unzureichende Tests | Add more tests |
| T3 | Triviale Tests übersprungen | Test everything |
| T5 | Grenzbedingungen nicht getestet | Add boundary tests |
| T6 | Bug-Nachbarschaft nicht getestet | Test around bugs |
| T9 | Langsame Tests | Optimize test speed |
// BEFORE: Too many args, mixed abstraction levels
async function processPod(
namespace: string,
name: string,
action: string,
force: boolean,
gracePeriod: number,
callback: () => void
) {
const pod = await invoke('get_pod', { namespace, name });
if (action === 'delete') {
if (force) {
await invoke('force_delete', { namespace, name });
} else {
await invoke('delete', { namespace, name, gracePeriod });
}
}
callback();
}
// AFTER: Single purpose, one abstraction level
interface PodActionRequest {
pod: PodRef;
action: PodAction;
}
async function executePodAction({ pod, action }: PodActionRequest): Promise<void> {
const handler = getPodActionHandler(action);
await handler.execute(pod);
}
Principle: A method should only call methods on:
this)// VIOLATES Law of Demeter: "Train wreck"
const street = user.getAddress().getCity().getStreet();
// BETTER: Tell, don't ask
const street = user.getStreetAddress();
// Kubeli Example:
// BAD: Navigating through objects
const podName = store.getState().cluster.selectedPod.metadata.name;
// GOOD: Direct access with selector
const podName = useSelectedPodName();
"Leave the code cleaner than you found it."
Every time you touch code:
Component Organization:
// BEFORE: Monolithic component with mixed concerns
export function PodList({ namespace }: Props) {
const [pods, setPods] = useState([]);
const [filter, setFilter] = useState('');
useEffect(() => { fetchPods().then(setPods); }, []);
return (
<div>
<input value={filter} onChange={e => setFilter(e.target.value)} />
<ul>{pods.filter(p => p.name.includes(filter)).map(p => <PodItem pod={p} />)}</ul>
</div>
);
}
// AFTER: Separate data from presentation, use Zustand
// stores/resource-store.ts
export const useResourceStore = create((set) => ({
pods: [],
fetchPods: async (ns) => { /* ... */ },
}));
// components/PodList.tsx
export function PodList() {
const pods = useResourceStore(s => s.pods);
const [filter, setFilter] = useState('');
return <ul>{pods.filter(p => p.name.includes(filter)).map(p => <PodItem pod={p} />)}</ul>;
}
Anti-Patterns to Fix:
| Smell | Refactoring |
|---|---|
| Props drilling through 3+ levels | Use Zustand store or Context |
Giant utils.ts file | Split into logical modules in lib/ |
Inline Tauri invoke() calls | Centralize in lib/tauri/commands/ |
| State in components that should be global | Move to Zustand store |
Selective State Access:
// BEFORE: Re-renders on ANY state change
function PodCount() {
const store = useClusterStore(); // BAD: subscribes to everything
return <span>{store.pods.length}</span>;
}
// AFTER: Only re-renders when pods change
function PodCount() {
const podCount = useClusterStore((s) => s.pods.length); // GOOD: selective
return <span>{podCount}</span>;
}
Modular Stores with Slices:
// BEFORE: Monolithic store
const useStore = create((set) => ({
pods: [],
deployments: [],
services: [],
selectedPod: null,
selectedDeployment: null,
// ... 50 more properties
}));
// AFTER: Composable slices
// stores/pods-slice.ts
export const createPodsSlice = (set, get) => ({
pods: [],
selectedPod: null,
fetchPods: async (ns) => { ... },
selectPod: (id) => set({ selectedPod: id }),
});
// stores/deployments-slice.ts
export const createDeploymentsSlice = (set, get) => ({
deployments: [],
fetchDeployments: async (ns) => { ... },
});
// stores/index.ts
export const useStore = create((...a) => ({
...createPodsSlice(...a),
...createDeploymentsSlice(...a),
}));
Custom Hook Abstraction:
// BEFORE: Direct store access everywhere
function PodDetails({ id }: Props) {
const pods = useClusterStore((s) => s.pods);
const pod = pods.find(p => p.id === id);
// ...
}
// AFTER: Domain-specific hooks
// hooks/usePod.ts
export function usePod(id: string) {
return useClusterStore((s) => s.pods.find(p => p.id === id));
}
// components/PodDetails.tsx
function PodDetails({ id }: Props) {
const pod = usePod(id);
// ...
}
Command Organization:
// BEFORE: All commands in one file
// src-tauri/src/main.rs
#[tauri::command]
fn get_pods() { ... }
#[tauri::command]
fn get_deployments() { ... }
#[tauri::command]
fn get_services() { ... }
// ... 50 more commands
// AFTER: Modular command structure
// src-tauri/src/commands/mod.rs
pub mod pods;
pub mod deployments;
pub mod services;
// src-tauri/src/commands/pods.rs
#[tauri::command]
pub async fn get_pods(state: State<'_, AppState>, namespace: &str) -> Result<Vec<Pod>, Error> {
let client = state.client_manager.get_client()?;
client.list_pods(namespace).await
}
// src-tauri/src/main.rs
fn main() {
tauri::Builder::default()
.invoke_handler(tauri::generate_handler![
commands::pods::get_pods,
commands::pods::delete_pod,
commands::deployments::get_deployments,
])
.run(tauri::generate_context!())
.expect("error running app");
}
Separation: main.rs vs lib.rs:
// BEFORE: Logic in main.rs
// src-tauri/src/main.rs
fn main() {
// 500 lines of logic...
}
// AFTER: main.rs only handles startup, lib.rs has logic
// src-tauri/src/main.rs
fn main() {
kubeli_lib::run();
}
// src-tauri/src/lib.rs
pub mod commands;
pub mod k8s;
pub mod state;
pub fn run() {
tauri::Builder::default()
.manage(state::AppState::new())
.invoke_handler(tauri::generate_handler![...])
.run(tauri::generate_context!())
.expect("error running app");
}
Rust Refactoring Patterns:
// BEFORE: Tuple returns (hard to understand)
fn get_cluster_info() -> (String, bool, u32) {
(context_name, is_connected, node_count)
}
let (a, b, c) = get_cluster_info(); // What is a, b, c?
// AFTER: Struct with meaningful names
struct ClusterInfo {
context_name: String,
is_connected: bool,
node_count: u32,
}
fn get_cluster_info() -> ClusterInfo { ... }
let info = get_cluster_info();
println!("Connected: {}", info.is_connected);
// BEFORE: if-else chains
if status == "Running" { ... }
else if status == "Pending" { ... }
else if status == "Failed" { ... }
// AFTER: Pattern matching with enum
enum PodStatus { Running, Pending, Failed, Unknown }
match pod.status {
PodStatus::Running => { ... }
PodStatus::Pending => { ... }
PodStatus::Failed => { ... }
PodStatus::Unknown => { ... }
}
// BEFORE: Manual error handling everywhere
fn get_pod(name: &str) -> Result<Pod, Error> {
let pods = self.list_pods()?;
for pod in pods {
if pod.name == name {
return Ok(pod);
}
}
Err(Error::NotFound)
}
// AFTER: Iterator methods with Option/Result
fn get_pod(&self, name: &str) -> Option<&Pod> {
self.pods.iter().find(|p| p.name == name)
}
// Or with Result if error info needed:
fn get_pod(&self, name: &str) -> Result<&Pod, Error> {
self.pods.iter()
.find(|p| p.name == name)
.ok_or_else(|| Error::PodNotFound(name.to_string()))
}
Minimize Public API Surface:
// BEFORE: Everything public
pub struct KubeClientManager {
pub clients: HashMap<String, Client>,
pub current_context: String,
pub config: KubeConfig,
}
// AFTER: Minimal public API, private internals
pub struct KubeClientManager {
clients: HashMap<String, Client>, // private
current_context: String, // private
config: KubeConfig, // private
}
impl KubeClientManager {
pub fn new() -> Result<Self, Error> { ... }
pub fn get_client(&self) -> Result<&Client, Error> { ... }
pub fn switch_context(&mut self, name: &str) -> Result<(), Error> { ... }
// Internal methods stay private
}
Command Layer Pattern (Thin Handlers → Service Layer):
// BEFORE: Fat command with business logic
#[tauri::command]
pub async fn create_user(name: String, email: String) -> Result<User, String> {
// Validation here...
// Database access here...
// Business logic here...
// 100+ lines of mixed concerns
}
// AFTER: Thin handler → Service layer
// src/commands/user_commands.rs
#[tauri::command]
pub async fn create_user(name: String, email: String) -> Result<User, AppError> {
user_service::create_user(&name, &email).await
}
// src/services/user_service.rs
pub async fn create_user(name: &str, email: &str) -> Result<User, AppError> {
validate_email(email)?;
let user = User::new(name, email);
repository::save_user(&user).await?;
Ok(user)
}
Error Handling (thiserror + Serialize for IPC):
use thiserror::Error;
use serde::Serialize;
#[derive(Error, Debug)]
pub enum AppError {
#[error("Database error: {0}")]
Database(#[from] sqlx::Error),
#[error("File not found: {path}")]
FileNotFound { path: String },
#[error("Kubernetes error: {0}")]
Kube(#[from] kube::Error),
#[error(transparent)]
Other(#[from] anyhow::Error),
}
// CRITICAL: Implement Serialize for Tauri IPC
impl Serialize for AppError {
fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: serde::Serializer {
serializer.serialize_str(&self.to_string())
}
}
// For typed frontend errors, use tagged serialization:
#[derive(Serialize)]
#[serde(tag = "kind", content = "message")]
#[serde(rename_all = "camelCase")]
pub enum TypedError {
Io(String),
Validation(String),
NotFound(String),
}
// Produces: { kind: 'io' | 'validation' | 'notFound', message: string }
State Management (std::Mutex vs tokio::Mutex):
// SYNC commands: Use std::sync::Mutex
use std::sync::Mutex;
#[tauri::command]
fn increment(state: State<'_, Mutex<AppState>>) -> u32 {
let mut state = state.lock().unwrap();
state.counter += 1;
state.counter
}
// ASYNC commands: Use tokio::sync::Mutex (avoids blocking!)
use tokio::sync::Mutex;
#[tauri::command]
async fn async_increment(state: State<'_, Mutex<AppState>>) -> Result<u32, ()> {
let mut state = state.lock().await; // .await not .unwrap()!
state.counter += 1;
Ok(state.counter)
}
// CRITICAL: Async commands with borrowed args need Result return type
// ❌ Won't compile
async fn cmd(state: State<'_, AppState>) { }
// ✅ Correct pattern
async fn cmd(state: State<'_, AppState>) -> Result<(), ()> { Ok(()) }
Security: Path Traversal Prevention:
#[tauri::command]
async fn read_file(path: String, app: AppHandle) -> Result<String, String> {
let path = std::path::Path::new(&path);
// Prevent path traversal attacks
if path.components().any(|c| matches!(c, std::path::Component::ParentDir)) {
return Err("Invalid path: directory traversal not allowed".into());
}
// Validate against allowed base directory
let base = app.path().app_data_dir().unwrap();
let full_path = base.join(&path);
let canonical = full_path.canonicalize()
.map_err(|e| format!("Invalid path: {}", e))?;
if !canonical.starts_with(&base) {
return Err("Access denied: path outside allowed scope".into());
}
std::fs::read_to_string(canonical).map_err(|e| e.to_string())
}
Async Performance (spawn_blocking for CPU-intensive):
// CPU-intensive work should use spawn_blocking
#[tauri::command]
async fn heavy_computation(data: Vec<u8>) -> Result<Vec<u8>, String> {
tokio::task::spawn_blocking(move || {
process_heavy_data(data) // Runs on blocking thread pool
}).await.map_err(|e| e.to_string())
}
// I/O work uses regular async
#[tauri::command]
async fn fetch_data(url: String) -> Result<Data, String> {
reqwest::get(&url).await
.map_err(|e| e.to_string())?
.json().await
.map_err(|e| e.to_string())
}
Extension Traits for AppHandle:
pub trait AppHandleExt {
fn get_database(&self) -> Arc<Database>;
fn emit_global(&self, event: &str, payload: impl Serialize);
}
impl AppHandleExt for tauri::AppHandle {
fn get_database(&self) -> Arc<Database> {
self.state::<Arc<Database>>().inner().clone()
}
fn emit_global(&self, event: &str, payload: impl Serialize) {
self.emit(event, payload).unwrap();
}
}
// Usage in commands:
#[tauri::command]
async fn get_pods(app: AppHandle) -> Result<Vec<Pod>, AppError> {
let db = app.get_database();
db.query_pods().await
}
Events for Real-time Updates (Backend → Frontend):
use tauri::{AppHandle, Emitter};
#[derive(Clone, Serialize)]
struct ProgressUpdate { percent: u32, status: String }
#[tauri::command]
async fn long_operation(app: AppHandle) -> Result<(), String> {
for i in 0..=100 {
app.emit("progress", ProgressUpdate {
percent: i,
status: format!("Processing {}%", i)
}).unwrap();
tokio::time::sleep(Duration::from_millis(50)).await;
}
Ok(())
}
// Frontend: Always cleanup listeners!
import { listen } from '@tauri-apps/api/event';
const unlisten = await listen<ProgressUpdate>('progress', (event) => {
console.log(`Progress: ${event.payload.percent}%`);
});
// Cleanup on unmount
onCleanup(() => unlisten());
Tauri 2.0 Capability-Based Security:
// src-tauri/capabilities/default.json
{
"$schema": "../gen/schemas/desktop-schema.json",
"identifier": "main-capability",
"windows": ["main"],
"permissions": [
"core:default",
"fs:default",
{
"identifier": "fs:allow-read",
"allow": [{ "path": "$APPDATA/*" }],
"deny": [{ "path": "$HOME/.ssh/*" }]
}
]
}
Release Build Optimization:
# Cargo.toml
[profile.release]
lto = true # Link-time optimization
codegen-units = 1 # Better optimization
opt-level = "s" # Optimize for size
panic = "abort" # Smaller binary
strip = true # Remove debug symbols
Channels for High-Throughput Streaming (Alternative to Events):
use tauri::ipc::Channel;
#[derive(Clone, Serialize)]
#[serde(rename_all = "camelCase", tag = "event", content = "data")]
enum DownloadEvent<'a> {
Started { url: &'a str, size: u64 },
Progress { percent: u8, downloaded: u64 },
Finished,
}
#[tauri::command]
fn download(url: String, on_progress: Channel<DownloadEvent>) {
on_progress.send(DownloadEvent::Started { url: &url, size: 1024 }).unwrap();
// ... streaming data
for i in 0..=100 {
on_progress.send(DownloadEvent::Progress { percent: i, downloaded: i as u64 * 10 }).unwrap();
}
on_progress.send(DownloadEvent::Finished).unwrap();
}
// Frontend: Channel usage
await invoke('download', {
url: 'https://example.com/file',
onProgress: new Channel<DownloadEvent>((event) => {
if (event.event === 'progress') {
console.log(`Downloaded: ${event.data.percent}%`);
}
})
});
Multi-Window Security Isolation:
// capabilities/admin.json - More privileges
{
"identifier": "admin-capability",
"windows": ["admin-*"],
"permissions": ["fs:default", "fs:allow-write", "shell:allow-execute"]
}
// capabilities/viewer.json - Read-only
{
"identifier": "viewer-capability",
"windows": ["viewer-*"],
"permissions": ["fs:allow-read"]
}
Content Security Policy (CSP):
// tauri.conf.json
{
"app": {
"security": {
"csp": {
"default-src": "'self' customprotocol: asset:",
"connect-src": "ipc: http://ipc.localhost",
"script-src": "'self'",
"style-src": "'unsafe-inline' 'self'"
}
}
}
}
Security Hardening Checklist:
default-src 'self'cargo audit and npm audit regularlytokio::sync::Mutex for async commands (not std::sync)Splashscreen Startup Optimization:
tauri::Builder::default()
.setup(|app| {
let splashscreen = app.get_webview_window("splashscreen").unwrap();
let main_window = app.get_webview_window("main").unwrap();
tauri::async_runtime::spawn(async move {
// Heavy initialization here (doesn't block UI)
initialize_database().await;
load_config().await;
splashscreen.close().unwrap();
main_window.show().unwrap();
});
Ok(())
})
Mobile Support (lib.rs Entry Point):
// src-tauri/src/lib.rs
#[cfg_attr(mobile, tauri::mobile_entry_point)]
pub fn run() {
tauri::Builder::default()
.invoke_handler(tauri::generate_handler![...])
.run(tauri::generate_context!())
.expect("error running app");
}
// src-tauri/src/main.rs (minimal)
fn main() {
kubeli_lib::run();
}
Testing: Rust Commands with Mock Runtime:
#[cfg(test)]
mod tests {
use tauri::test::{mock_builder, mock_context, noop_assets};
fn create_app() -> tauri::App<tauri::test::MockRuntime> {
mock_builder()
.invoke_handler(tauri::generate_handler![super::greet])
.build(mock_context(noop_assets()))
.expect("failed to build app")
}
#[test]
fn test_greet() {
let _app = create_app();
let result = super::greet("World");
assert_eq!(result, "Hello, World!");
}
}
# Enable test feature in Cargo.toml
[dependencies]
tauri = { version = "2.0", features = ["test"] }
Testing: Frontend IPC Mocking (Vitest):
import { mockIPC, clearMocks } from '@tauri-apps/api/mocks';
import { invoke } from '@tauri-apps/api/core';
afterEach(() => clearMocks());
test('invoke add command', async () => {
mockIPC((cmd, args) => {
if (cmd === 'add') return (args as { a: number; b: number }).a + args.b;
});
const result = await invoke('add', { a: 12, b: 15 });
expect(result).toBe(27);
});
Code Quality: Clippy Configuration:
# Cargo.toml
[lints.clippy]
pedantic = { level = "warn", priority = -1 }
unwrap_used = "deny" # Force proper error handling
expect_used = "warn"
module_name_repetitions = "allow"
Code Quality: rustfmt.toml:
edition = "2021"
max_width = 100
imports_granularity = "Module"
group_imports = "StdExternalCrate"
wrap_comments = true
Workspace Dependency Management:
# Root Cargo.toml
[workspace.dependencies]
tauri = { version = "2.0", features = [] }
serde = { version = "1.0", features = ["derive"] }
tokio = { version = "1", features = ["full"] }
# Member Cargo.toml - inherit from workspace
[dependencies]
tauri.workspace = true
serde.workspace = true
Component Cohesion (Single Responsibility):
// BEFORE: Component does too much
function PodManager() {
const [pods, setPods] = useState([]);
const [filter, setFilter] = useState('');
const [sortBy, setSortBy] = useState('name');
const [selectedPod, setSelectedPod] = useState(null);
const [isDeleting, setIsDeleting] = useState(false);
const [showLogs, setShowLogs] = useState(false);
// ... 200 lines of mixed concerns
return (
<div>
<FilterBar ... />
<PodList ... />
<PodDetails ... />
<DeleteConfirmation ... />
<LogViewer ... />
</div>
);
}
// AFTER: Separated concerns
function PodManager() {
return (
<PodFilterProvider>
<div>
<PodFilterBar />
<PodListWithSelection />
<PodDetailsPanel />
</div>
</PodFilterProvider>
);
}
// Each sub-component manages its own state or uses shared store
Props Interface Simplification:
// BEFORE: Too many props (shallow module)
interface PodCardProps {
name: string;
namespace: string;
status: string;
createdAt: Date;
labels: Record<string, string>;
onSelect: () => void;
onDelete: () => void;
onViewLogs: () => void;
onRestart: () => void;
isSelected: boolean;
showActions: boolean;
}
// AFTER: Deep module with simple interface
interface PodCardProps {
pod: Pod;
onAction?: (action: PodAction) => void;
}
type PodAction =
| { type: 'select' }
| { type: 'delete' }
| { type: 'viewLogs' }
| { type: 'restart' };
Custom Hooks for Reusable Logic:
// BEFORE: Duplicated logic in components
function PodList() {
const [data, setData] = useState([]);
const [loading, setLoading] = useState(false);
const [error, setError] = useState(null);
useEffect(() => {
setLoading(true);
invoke('get_pods', { namespace })
.then(setData)
.catch(setError)
.finally(() => setLoading(false));
}, [namespace]);
// ...
}
// AFTER: Reusable hook
function useTauriQuery<T>(command: string, args: Record<string, unknown>) {
const [data, setData] = useState<T | null>(null);
const [loading, setLoading] = useState(false);
const [error, setError] = useState<Error | null>(null);
useEffect(() => {
setLoading(true);
invoke<T>(command, args)
.then(setData)
.catch(setError)
.finally(() => setLoading(false));
}, [command, JSON.stringify(args)]);
return { data, loading, error };
}
// Usage
function PodList({ namespace }: Props) {
const { data: pods, loading, error } = useTauriQuery<Pod[]>('get_pods', { namespace });
// ...
}
Analyze (5-10 min)
/software-design-review on target codeDesign (5 min)
Test (before coding)
Refactor (small steps)
Review (after)
# Small, atomic commits
git commit -m "refactor(pods): extract PodCard props into Pod type"
git commit -m "refactor(pods): create usePod hook for selective access"
git commit -m "refactor(pods): move pod filtering to dedicated hook"
# NOT one giant commit
git commit -m "refactor: improve pod management" # BAD: too vague
Rate each issue and fix highest impact first:
| Issue | Complexity Reduction | Effort | Risk | Priority |
|---|---|---|---|---|
| High impact, Low effort, Low risk | ⬆️⬆️⬆️ | ⬇️ | ⬇️ | P0 - Do First |
| High impact, Medium effort | ⬆️⬆️⬆️ | ➡️ | ➡️ | P1 |
| Medium impact, Low effort | ⬆️⬆️ | ⬇️ | ⬇️ | P2 |
| Low impact OR High risk | ⬆️ | Any | ⬆️ | P3 - Later |
Target: [file/directory]
Current Complexity: [Low/Medium/High]
Top Issues:
1. [Issue + Principle violated]
2. [Issue + Principle violated]
3. [Issue + Principle violated]
Priority | Issue | Refactoring | Estimated Changes
---------|-------|-------------|------------------
P0 | ... | ... | ~X files, ~Y lines
P1 | ... | ... | ...
For each P0/P1 item: