neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
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一分鐘完成驗證Custom Code that actually works in FlutterFlow, pushed directly to your project.
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There are many AI code generators. This one actually works in FlutterFlow.
Requires Node 20.19+ or 22.12+ (Vite 7's floor). .nvmrc holds the version this project is built and tested with — run nvm use first if you use nvm. package.json declares the same range under engines, so an unsupported Node warns at install time instead of failing mid-build.檢視完整 README ↗There are many AI code generators. This one actually works in FlutterFlow.
GitHub · Demo Video · Report Bug
Requires Node 20.19+ or 22.12+ (Vite 7's floor). .nvmrc holds the version this project is built and tested with — run nvm use first if you use nvm. package.json declares the same range under engines, so an unsupported Node warns at install time instead of failing mid-build.
git clone https://github.com/sgardoll/CustomCodeConnectForFlutterFlow.git
cd CustomCodeConnectForFlutterFlow
npm install && npm run dev
FlutterFlow is incredible for building apps fast—until you need something custom. A radial gauge. A signature pad. An audio visualizer. Suddenly you're staring at a blank Custom Widget editor with a generic AI that has no idea what FlutterFlow will and won't accept.
void main(). Scaffold. import 'package:flutter/material.dart'. Forbidden. All of it.
FlutterFlow Custom Code Connect is a three-step pipeline that generates FlutterFlow-ready artifacts, not just Flutter code.
Step 1 — Prompt Architect — analyzes your request and produces a spec: artifact type, parameters, required Data Types, applicable constraints.
Step 2 — Code Generator — takes the spec and FlutterFlow's rules and outputs Dart code that actually compiles. No forbidden patterns, no forbidden imports, proper null safety, correct callback signatures.
Step 3 — Code Review — audits the output. Scores 0–100. Lists every critical issue with an exact fix. Surfaces the FlutterFlow UI actions you still need to take manually (add a dependency, create a Data Type).
Then you either copy to clipboard or commit directly to FlutterFlow via the API.
The pipeline knows the difference between a Custom Function, Custom Action, Custom Widget, and Code File—and applies the right constraints for each automatically.
Custom Function — sync logic, math, formatting. No external packages. Pure Dart only.
Custom Action — async operations, APIs, side effects. Must return Future<T>. Packages allowed.
Custom Widget — visual components. Must handle width/height, use LayoutBuilder, no Scaffold.
Code File — reusable models, enums, utilities. No generics. No function-typed fields.
Connect your FlutterFlow API key and skip the copy-paste workflow entirely. The tool validates the code, extracts dependencies for pubspec.yaml, packages everything into a zip, and pushes to your project. Production and staging endpoints supported.
Four surfaces — three automated, one manual. Full detail in DEPLOYMENT.md.
python3 scripts/deploy_ftp.py mirrors dist/ to the FTP root../scripts/deploy_cloud_run_ffai.sh builds and ships cloud-run/ffai-runner to Cloud Run.service-runpipeline-THIN — pushed over the BuildShip MCP, against the workflow graph in the BuildShip repo.Gemini (primary), Claude, GPT, OpenRouter. Switch anytime. Each gets prompts tuned to its strengths. Gemini Flash as automatic fallback if the primary fails.
When FlutterFlow returns build errors, paste them back in. Regenerate with Errors feeds them to the AI with your original intent and outputs corrected code.
Node 20.19+ or 22.12+ is required — Vite 7's floor. .nvmrc pins the version this project is built with, and engines in package.json declares the range, so an unsupported Node warns at install instead of failing at the first vite invocation (npm run build, npm run test:key-storage).
Create .env in the project root:
VITE_GEMINI_API_KEY=your_key_here
VITE_ANTHROPIC_API_KEY=optional
VITE_OPENAI_API_KEY=optional
VITE_OPENROUTER_API_KEY=optional
Get keys: Google AI Studio · FlutterFlow API
npm run dev # development
npm run build # production build
npm run preview # preview build
Vanilla JS + Tailwind CSS · Vite 7 · Web Crypto API (AES-GCM) · JSZip · Highlight.js
This tool solves one problem: generic AI breaks in FlutterFlow. The constraints aren't configurable because they aren't opinions—they're FlutterFlow's rules. The pipeline enforces them so you don't have to memorize them.
MIT License · sgardoll