Discover why Lovable needs specific prompts for API generation. Learn step-by-step instructions and best practices for building quality APIs.

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API generation in Lovable requires specific, explicit prompts because Lovable is a chat-first editor with no terminal, limited runtime assumptions, and strict file/secret boundaries — it can only make file edits, create functions, and set Secrets when you tell it exactly what and where to change. Ambiguity about routes, environment (edge vs server), secrets, external infra, or whether migrations/run-time steps are needed will cause Lovable to create incomplete or non-runnable code.
// Inspect the repository and produce a concrete checklist for API generation.
// 1) List files that must be created or updated with exact paths (e.g., src/pages/api/users.ts or supabase/functions/create-user/index.ts).
// 2) For each API endpoint propose whether it should be a Next.js API route, a serverless function, or a Supabase Edge Function.
// 3) List required Secrets by exact key names (e.g., SUPABASE_URL, SUPABASE_SERVICE_ROLE_KEY) and mark which must be added in Lovable Secrets UI.
// 4) Identify any steps that require terminal/CLI (database migrations, npm install, deploy scripts) and label them as "outside Lovable (terminal required)".
// 5) Summarize runtime assumptions (node version, environment variables at Publish) and any Preview limitations.
// Output:
// - A short summary paragraph of constraints.
// - A bulleted checklist with file create/update actions and secret names.
// - Clear labels for anything outside Lovable.
// Do not modify files yet — just produce the checklist and explain why each item must be explicit in prompts.
This prompt helps an AI assistant understand your setup and guide you through the fix step by step, without assuming technical knowledge.
Start here: create a Next.js-style API route file that calls your backend (e.g., Supabase REST) and a small in-app test page; add a .env.example and instruct you to add real secrets in Lovable's Secrets UI; then Preview to test and Publish or sync to GitHub if you need external builds. The minimal working flow is: create src/pages/api/items.ts, create src/pages/api-test.tsx, add .env.example, and use Lovable Secrets UI to set SUPABASE_URL and SUPABASE_KEY.
// Please create a new file at src/pages/api/items.ts with the following content.
// This implements GET to list rows and POST to insert rows using Supabase REST.
// Use process.env.SUPABASE_URL and process.env.SUPABASE_KEY (these will be set via Lovable Secrets UI).
// src/pages/api/items.ts
import type { NextApiRequest, NextApiResponse } from 'next'
// // Read secrets from env
const SUPABASE_URL = process.env.SUPABASE_URL
const SUPABASE_KEY = process.env.SUPABASE_KEY
export default async function handler(req: NextApiRequest, res: NextApiResponse) {
if (!SUPABASE_URL || !SUPABASE_KEY) {
return res.status(500).json({ error: 'Missing SUPABASE_URL or SUPABASE_KEY environment variables' })
}
try {
if (req.method === 'GET') {
// // list items
const r = await fetch(`${SUPABASE_URL}/rest/v1/items?select=*`, {
headers: {
apikey: SUPABASE_KEY,
Authorization: `Bearer ${SUPABASE_KEY}`,
'Content-Type': 'application/json'
}
})
const data = await r.json()
return res.status(r.status).json(data)
}
if (req.method === 'POST') {
// // insert item
const payload = req.body
const r = await fetch(`${SUPABASE_URL}/rest/v1/items`, {
method: 'POST',
headers: {
apikey: SUPABASE_KEY,
Authorization: `Bearer ${SUPABASE_KEY}`,
'Content-Type': 'application/json',
Prefer: 'return=representation'
},
body: JSON.stringify(payload)
})
const data = await r.json()
return res.status(r.status).json(data)
}
res.setHeader('Allow', ['GET', 'POST'])
return res.status(405).end(`Method ${req.method} Not Allowed`)
} catch (err) {
return res.status(500).json({ error: String(err) })
}
}
// Please create a new file at src/pages/api-test.tsx with this content.
// This page lets us exercise the /api/items endpoint inside Lovable Preview.
import React, { useState } from 'react'
export default function ApiTest() {
const [items, setItems] = useState<any[]>([])
const [name, setName] = useState('')
async function load() {
// // call our API route created above
const r = await fetch('/api/items')
const data = await r.json()
setItems(data || [])
}
async function add() {
await fetch('/api/items', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ name })
})
setName('')
await load()
}
return (
<div style={{ padding: 20 }}>
<h1>API Test</h1>
<div>
<input value={name} onChange={e => setName(e.target.value)} placeholder="item name" />
<button onClick={add}>Add</button>
<button onClick={load}>Load</button>
</div>
<pre>{JSON.stringify(items, null, 2)}</pre>
</div>
)
}
// Please create a new file at .env.example with the following content.
// This file shows which secrets the API expects.
SUPABASE_URL=https://your-project.supabase.co
SUPABASE_KEY=your-service-role-or-anon-key
// Please also add/update README.md with a short note below the project overview:
// "Set SUPABASE_URL and SUPABASE_KEY in the Lovable Secrets UI before Preview/Publish."
// After creating the files above, please display a short checklist to the developer user:
// - Open Lovable's Secrets UI and add two secrets: SUPABASE_URL and SUPABASE_KEY (set to your Supabase project URL and key).
// - Use Preview to open /api-test and click Load/Add to exercise the new API.
// - If you need to deploy outside Lovable and require a build/install step, use "Export to GitHub" from Lovable and run installs/builds locally or in your CI (outside Lovable, terminal required).
Be explicit, narrow, and file-level: tell Lovable exactly which files to create or update, the request/response contract, auth and secret names, expected errors and status codes, and whether you want tests, docs, or an OpenAPI file. Use Lovable’s Secrets UI for keys and Preview to validate behavior; if installing packages or running migrations is needed, ask Lovable to update package files and mark the work as “outside Lovable (terminal required)” for GitHub export.
Update or create these files and include tests and docs. Use process.env.DATABASE_URL (set via Lovable Secrets UI as DATABASE_URL).
// Create src/lib/db.ts
// create a single exported DB client that reads process.env.DATABASE_URL
// Create src/types/api.ts
// add TypeScript types: UserCreateRequest, UserResponse, ErrorResponse
// Create src/pages/api/users.ts
// Implement GET (list users) and POST (create user) handlers.
// Use Zod to validate POST body and return 400 on validation errors.
// Use the DB client from src/lib/db.ts.
// Export default the handler.
// Create tests/tests-api-users.test.ts
// Add basic tests that import the handler and assert status codes for GET and POST.
// Create api/openapi.yaml
// Document the GET and POST /api/users contract.
Update code to reference SECRET and tell me what to set in Lovable UI.
// Update src/lib/db.ts to use process.env.DATABASE_URL
// Add a comment at the top: // NOTE: set DATABASE_URL in Lovable Secrets UI
// In your reply, open the Lovable Secrets UI and create a secret named DATABASE_URL with the DB connection string.
Add dependencies and explain external install step.
// Update package.json: add "zod" to dependencies and "supertest" to devDependencies
// Update src/pages/api/users.ts to use zod for validation (import { z } from 'zod')
// Add tests/tests-api-users.test.ts using supertest and the Next.js API handler wrapper.
// In your final message, mark "outside Lovable (terminal required)": run npm install and run tests locally or via CI after GitHub export/sync.
Standardize error responses and where logs should go.
// Update src/lib/errors.ts
// Add a standardized ErrorResponse type and helper function sendError(res, status, message)
// Update src/pages/api/users.ts to use sendError for all non-2xx responses
// Add console.error calls where DB or unexpected errors occur and comment: // Consider integrating with external logger set via Lovable Secrets
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