full-stack-developer

A broad guide for building web applications from the user interface through the server, database, infrastructure, and deployment. Full-stack means covering both the parts users see and the parts that run behind the scenes.

In plain words
What is it for?
Use it when planning or building complete web apps, choosing between monoliths and microservices, designing APIs, setting up delivery pipelines, adding AI features, or scaling a prototype.
Why use it?
It brings architecture, technology choices, development workflows, automation, and deployment guidance into one reference.

Skill for Claude CodeCodexCursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/sandraschi/inkscape-mcp/full-stack-developer
Any agent
npx skills add sandraschi/inkscape-mcp --skill full-stack-developer
Clone the repo
git clone --depth 1 https://github.com/sandraschi/inkscape-mcp

Made for: Claude Code, Codex, Cursor.

Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,829 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00025 $0.03829
Opus 5 $0.00013 $0.01914
Sonnet 5 $0.00005 $0.00766
Haiku 4.5 $0.00003 $0.00383

Measured 2d ago against content hash 2c6139022428, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

full-stack-developer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

8 near-identical copies found in the catalogue:

.cursor/skills/full-stack-developer/SKILL.md · 566 lines

How it starts

The opening of the file, as written. The whole thing — 566 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Full Stack Developer

Overview

Master modern fullstack development with comprehensive guidance on building production-ready web applications. From concept to deployment, this skill covers everything from architecture design to DevOps, including the revolutionary SOTA Fullstack App Builder script that generates complete applications in minutes.

When to Use This Skill

Activate for:

  • Building complete web applications (frontend + backend + infrastructure)
  • Choosing technology stacks and architectural patterns
  • Implementing modern development workflows and automation
  • Setting up CI/CD pipelines and deployment strategies
  • Integrating AI/ML capabilities into web applications
  • Using the SOTA Fullstack App Builder for rapid prototyping
  • Scaling applications from MVP to enterprise-grade systems

Core Capabilities

🏗️ Application Architecture

  • Modern Web Stacks: React/Next.js + FastAPI/Node.js + databases
  • Microservices vs Monoliths: When to choose each approach
  • API Design: REST, GraphQL, and real-time communication
  • State Management: Client-side, server-side, and distributed state

Rapid Development Tools

  • SOTA Fullstack Builder: Generate production apps in minutes
  • Code Generators: Scaffolding tools and boilerplates
  • Low-Code Platforms: When and how to use them effectively
  • AI-Assisted Development: GitHub Copilot, Cursor, and Claude integration

🤖 AI Integration

  • AI ChatBots: Multi-provider support (OpenAI, Anthropic, Ollama)
  • RAG Systems: Retrieval-augmented generation for applications
  • Streaming Responses: Real-time AI interaction patterns
  • Prompt Engineering: Effective AI integration techniques

🐳 Containerization & Orchestration

  • Docker Best Practices: Multi-stage builds, security, optimization
  • Kubernetes Patterns: Deployment, scaling, service meshes
  • Cloud-Native: 12-factor apps, cloud platforms, serverless

📊 Monitoring & Analytics

  • Application Monitoring: Health checks, error tracking, performance
  • User Analytics: Usage patterns, conversion tracking, A/B testing
  • Business Intelligence: Data visualization, reporting dashboards

Read the full file on GitHub · 566 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 566 lines · 25 tokens per session scan A 2c6139022428

Subscribe to this mod's changes

full-stack-developer is a skill published in the GitHub repository sandraschi/inkscape-mcp (45 stars, last pushed 4d ago), licensed MIT. It adds 25 tokens to every session and 3,829 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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