xiaohongshu
xiaohongshu
legacy-modernization
Modernize legacy applications and codebases. Use for COBOL conversion, framework upgrades, and technical debt reduction.
Full skill instructions
1. Create new service alongside legacy
2. Route new features to modern service
3. Gradually migrate existing features
4. Eventually retire legacy system
// Legacy API returns old format
const legacyResponse = await legacyApi.getUser(id);
// { usr_id: 1, usr_nm: 'John', usr_email: '[email protected]' }
// Transform to modern format
const modernUser = {
id: legacyResponse.usr_id,
name: legacyResponse.usr_nm,
email: legacyResponse.usr_email
};
// ES5 → ES6+
// var → const/let
var name = 'John'; // ❌
const name = 'John'; // ✅
// function → arrow
function add(a, b) { return a + b; } // Old
const add = (a, b) => a + b; // Modern
// Callback → Promise → Async/Await
// Callback
getData(function(err, data) { ... });
// Promise
getData().then(data => ...).catch(err => ...);
// Async/Await
const data = await getData();
// jQuery
$('.button').click(function() { ... });
$('#result').html(data);
// Vanilla JS
document.querySelector('.button').addEventListener('click', () => { ... });
document.getElementById('result').innerHTML = data;
// Class Component
class Counter extends Component {
state = { count: 0 };
componentDidMount() { ... }
render() { return <div>{this.state.count}</div>; }
}
// Functional + Hooks
function Counter() {
const [count, setCount] = useState(0);
useEffect(() => { ... }, []);
return <div>{count}</div>;
}
| From | To | Strategy |
|---|---|---|
| SQL Server | PostgreSQL | pg_chameleon |
| MySQL | PostgreSQL | pgloader |
| Oracle | PostgreSQL | ora2pg |
| MongoDB → SQL | Prisma | Custom scripts |
xiaohongshu
technical spec
product ux expert
database patterns
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