We test AI on real work tasks of accountants, lawyers, real estate agents, healthcare staff, engineers, event planners, travel agents, construction managers, sales managers and interior designers — in English, Spanish, French and Brazilian Portuguese — and publish what works, with the data.
- 🧰 claude-skills — 10 tested Claude Skills × 4 languages, installable in Claude Code.
- 📊 prompt-benchmark (DOI, Hugging Face) — 100 profession prompts, hash-locked rubrics, 1,500 graded runs on 5 models, every transcript.
- 🌐 aiprofessions.ai — guides, prompt library and live test results.
Everything here is CC BY 4.0. Contact: nick@aiprofessions.ai