Atlas / Skills / minimax-ai / Fullstack Dev

Fullstack DevSAFE

skills/minimax-ai/fullstack-dev
Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
1 documented
License
MIT
Stars
13,728
01

Overview

An agent skill published by minimax-ai.

Read from source at commit ceddde63e832OBSERVED · 2026-10-24
Advertisement
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: fullstack-dev
description: |
  Full-stack backend architecture and frontend-backend integration guide.
  TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service,
  building todo app, building CRUD app, building real-time app, building chat app,
  Express + React, Next.js API, Node.js backend, Python backend, Go backend,
  designing service layers, implementing error handling, managing config/auth,
  setting up API clients, implementing auth flows, handling file uploads,
  adding real-time features (SSE/WebSocket), hardening for production.
  DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.
license: MIT
metadata:
  category: full-stack
  version: "1.0.0"
  sources:
    - The Twelve-Factor App (12factor.net)
    - Clean Architecture (Robert C. Martin)
    - Domain-Driven Design (Eric Evans)
    - Patterns of Enterprise Application Architecture (Martin Fowler)
    - Martin Fowler (Testing Pyramid, Contract Tests)
    - Google SRE Handbook (Release Engineering)
    - ThoughtWorks Technology Radar
---

# Full-Stack Development Practices

## MANDATORY WORKFLOW — Follow These Steps In Order

**When this skill is triggered, you MUST follow this workflow before writing any code.**

### Step 0: Gather Requirements

Before scaffolding anything, ask the user to clarify (or infer from context):

1. **Stack**: Language/framework for backend and frontend (e.g., Express + React, Django + Vue, Go + HTMX)
2. **Service type**: API-only, full-stack monolith, or microservice?
3. **Database**: SQL (PostgreSQL, SQLite, MySQL) or NoSQL (MongoDB, Redis)?
4. **Integration**: REST, GraphQL, tRPC, or gRPC?
5. **Real-time**: Needed? If yes — SSE, WebSocket, or polling?
6. **Auth**: Needed? If yes — JWT, session, OAuth, or third-party (Clerk, Auth.js)?

If the user has already specified these in their request, skip asking and proceed.

### Step 1: Architectural Decisions

Based on requirements, make and state these decisions before coding:

| Decision | Options | Reference |
|----------|---------|-----------|
| Project structure | Feature-first (recommended) vs layer-first | [Section 1](#1-project-structure--layering-critical) |
| API client approach | Typed fetch / React Query / tRPC / OpenAPI codegen | [Section 5](#5-api-client-patterns-medium) |
| Auth strategy | JWT + refresh / session / third-party | [Section 6](#6-authentication--middleware-high) |
| Real-time method | Polling / SSE / WebSocket | [Section 11](#11-real-time-patterns-medium) |
| Error handling | Typed error hierarchy + global handler | [Section 3](#3-error-handling--resilience-high) |

Briefly explain each choice (1 sentence per decision).

### Step 2: Scaffold with Checklist

Use the appropriate checklist below. Ensure ALL checked items are implemented — do not skip any.

### Step 3: Implement Following Patterns

Write code following the patterns in this document. Reference specific sections as you implement each part.

### Step 4: Test & Verify

After implementation, run these checks before claiming completion:

1. **Build check**: Ensure both backend and frontend compile without errors
   ```bash
   # Backend
   cd server && npm run build
   # Frontend
   cd client && npm run build
   ```
2. **Start & smoke test**: Start the server, verify key endpoints return expected responses
   ```bash
   # Start server, then test
   curl http://localhost:3000/health
   curl http://localhost:3000/api/<resource>
   ```
3. **Integration check**: Verify frontend can connect to backend (CORS, API base URL, auth flow)
4. **Real-time check** (if applicable): Open two browser tabs, verify changes sync

If any check fails, fix the issue before proceeding.

### Step 5: Handoff Summary

Provide a brief summary to the user:

- **What was built**: List of implemented features and endpoints
- **How to run**: Exact commands to start backend and frontend
- **What's missing / next steps**: Any deferred items, known limitations, or recommended improvements
- **Key files**: List the most important files the user should know about

---

## Scope

**USE this skill when:**
- Building a full-stack application (backend + frontend)
- Scaffolding a new backend service or API
- Designing service layers and module boundaries
- Implementing database access, caching, or background jobs
- Writing error handling, logging, or configuration management
- Reviewing backend code for architectural issues
- Hardening for production
- Setting up API clients, auth flows, file uploads, or real-time features

**NOT for:**
- Pure frontend/UI concerns (use your frontend framework's docs)
- Pure database schema design without backend context

---

## Quick Start — New Backend Service Checklist

- [ ] Project scaffolded with **feature-first** structure
- [ ] Configuration **centralized**, env vars **validated at startup** (fail fast)
- [ ] **Typed error hierarchy** defined (not generic `Error`)
- [ ] **Global error handler** middleware
- [ ] **Structured JSON logging** with request ID propagation
- [ ] Database: **migrations** set up, **connection pooling** configured
- [ ] **Input validation** on all endpoints (Zod / Pydantic / Go validator)
- [ ] **Authentication middleware** in place
- [ ] **Health check** endpoints (`/health`, `/ready`)
- [ ] **Graceful shutdown** handling (SIGTERM)
- [ ] **CORS** configured (explicit origins, not `*`)
- [ ] **Security headers** (helmet or equivalent)
- [ ] `.env.example` committed (no real secrets)

## Quick Start — Frontend-Backend Integration Checklist

- [ ] **API client** configured (typed fetch wrapper, React Query, tRPC, or OpenAPI generated)
- [ ] **Base URL** from environment variable (not hardcoded)
- [ ] **Auth token** attached to requests automatically (interceptor / middleware)
- [ ] **Error handling** — API errors mapped to user-facing messages
- [ ] **Loading states** handled (skeleton/spinner, not blank screen)
- [ ] **Type safety** across the boundary (share
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-24 · audit v0.4.1 · source sha ceddde63e832full audit observations/trust-audit/skill/minimax-ai__fullstack-dev.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-24ceddde63e832SAFEB89first audit
06

Questions

Is fullstack-dev — minimax-ai/skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can fullstack-dev — minimax-ai/skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does fullstack-dev — minimax-ai/skills work with?

Its documentation mentions cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (ceddde63e832), read on 2026-10-24. The repository is watched, and a new audit runs when it changes — this is the first audit.

Add this badge to your README

Shows this page's audit result and links back to it. It updates when the audit does.

ModelsAtlas audit badge

Markdown
[![ModelsAtlas audit: Fullstack Dev](https://modelsatlas.com/skills/minimax-ai/fullstack-dev/badge.svg)](https://modelsatlas.com/skills/minimax-ai/fullstack-dev/)

Not your listing, or something out of date? Claim or update your listing.

Advertisement