What does prototypebench do?
Open benchmark for AI coding agents on full-stack feature shipping (React+Vite+Tailwind/FastAPI+SQLModel). 71 PR-mined tasks · 32k tests · execution-based scoring (pytest+Playwright) · no LLM-as-judge.
Open benchmark for AI coding agents on full-stack feature shipping (React+Vite+Tailwind/FastAPI+SQLModel). 71 PR-mined tasks · 32k tests · execution-based scoring (pytest+Playwright) · no LLM-as-judge.
prototypebench is a Claude Code agent skill that open benchmark for AI coding agents on full-stack feature shipping (React+Vite+Tailwind/FastAPI+SQLModel). 71 PR-mined tasks · 32k tests · execution-based scoring (pytest+Playwright) · no LLM-as-judge.
npx skills add prototypebench/prototypebenchOpen benchmark for AI coding agents on full-stack feature shipping (React+Vite+Tailwind/FastAPI+SQLModel). 71 PR-mined tasks · 32k tests · execution-based scoring (pytest+Playwright) · no LLM-as-judge.
ElevenLabs text-to-speech with mac-style say UX.
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Capture and automate macOS UI with the Peekaboo CLI.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records, $transaction timeouts, migrate dev resetting the DB, @updatedAt skipped on bulk writes, and serverless connection exhaustion.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing. Use when adding background jobs, scheduled tasks, or async processing to a Django app.