Full-stack Engineer 52% MATCH
Builds the screen, the API and the database for one feature, alone.
Scored with roadmap's job loadouts: a must-have tool counts 3, an every-day tool 2, a good-to-know tool 1, times my level. Solid rings are tools I rated; dashed ones I haven't.
Best fit
Builds the screen, the API and the database for one feature, alone.
FliskMlMailpitngrokT3create-t3-app●●●Vercel CLI●○○Second fit
Builds the screens people click on, and makes them fast and clean.
Third fit
One person building a whole product. Wants cheap, fast and few moving parts.
FliskConvex●●○WrWranglerMlMailpitOllamaNext closest roles
APIs, workers and databases, from one service to a dozen. 3 of 7 levels on the line.
Level 14/9 known
Install, pin and update dependencies without breaking your teammates.
Pick one package manager per language and commit the lockfile.
Level 22/8 known
Turn source into fast, cached, repeatable builds and tasks.
Make every build and test runnable with one short command.
Level 30/7 known
Package any service as an image and run a few of them together.
Testcontainers
Cloud Native BuildpacksDvDiveOne Dockerfile per service, one Compose file for all of them.
Level 40/8 known
Edit code and see it live across many services in seconds.
Tilt
Flisk
AirnodemonLsLocalStackAim for a save-to-running loop under five seconds.
Level 50/8 known
Develop against Kubernetes, locally or bridged to a shared cluster.
k3dMnminikube
TelepresenceMrmirrordK9k9sOnly reach for Kubernetes locally when production runs on it.
Level 61/7 known
Run multi-agent systems with tools, memory and models on your own machine.
Mastra
LangfuseClaude Code●●○Treat the agent like another service with health checks and logs.
Level 72/7 known
Give every team golden paths, a portal and infrastructure as code.
Write down the path you took so the next team gets it for free.
10 tools I'd teach. Scores are roadmap's public checklist, 10 points a check.
React framework for full-stack web apps
OpenAI's coding agent for terminal, IDE and cloud
Frontend dev server and build tool
Fast, disk-efficient Node package manager
SQL-like TypeScript ORM with drizzle-kit migrations
Task runner and cache for JavaScript monorepos
Open-source control plane for many coding agents
Scaffold a typesafe Next.js, tRPC and Prisma app

Versioning and changelogs for multi-package repos
Skills on roadmap's Skills tab that match the tools I rated expert or use often, with the score Haiku got for picking and following each one. They match my tools; this page doesn't say I use them.
vercel-react-best-practices100/10070 rules from Vercel to make React and Next.js apps fast. Fixes waterfalls and big bundles.
Matches Next.js (expert)codex40/100Ask the OpenAI Codex CLI for an independent second opinion on your code or plan.
Matches Codex (expert)github-actions-templates100/100Build GitHub Actions workflows for test, build, push image and deploy.
Matches GitHub Actions (expert)git-guardrails-claude-code100/100Add a Claude Code hook that blocks git push, reset --hard, clean -f, branch -D and similar.
Matches Claude Code (use often)prisma-orm-setup100/100Set up Prisma ORM in an app or repair a broken database connection.
Matches Prisma (use often)github-actions60/100GitHub Actions for React Native iOS simulator and Android emulator builds with downloadable artifacts.
Matches GitHub Actions (expert)All 34 tools I rated, by level.
Fast, disk-efficient Node package manager
Frontend dev server and build tool
Changesets●●●Versioning and changelogs for multi-package repos
Scaffold a typesafe Next.js, tRPC and Prisma app
React framework for full-stack web apps
Task runner and cache for JavaScript monorepos
SQL-like TypeScript ORM with drizzle-kit migrations
OpenAI's coding agent for terminal, IDE and cloud
Open-source control plane for many coding agents
CI/CD workflows built into GitHub
JavaScript runtime, package manager and bundler in one
The package manager bundled with Node.js
Library bundler for TypeScript, powered by Rolldown
Content-first web framework with islands
Reactive TypeScript backend with a local dev server
TypeScript ORM with schema migrations and Studio
The Claude Code agent loop as a library
Anthropic's agentic coding tool for the terminal and IDEs
AI-first code editor forked from VS Code
direnv●○○Nix●○○Lerna●○○Vercel CLI●○○
Kysely●○○Mock Service Worker●○○Supabase CLI●○○CdrConductor●○○Fhfx●○○OpenCode●○○Dependabot●○○OpenTelemetry●○○