Free AI Tool
AI Skills Gap Analyzer
Choose from the 43 professions we track (or type any role and we'll match it in your browser — nothing is sent anywhere). Get the AI skills employers now expect for that role, the quantified wage premium behind them, and a concrete first move.
Results in instant · Saves ~1 hour of job-posting research
First: are you good at AI, or just using it?
Eight things a competent AI user can do. Answer honestly — nothing is sent anywhere, and the gaps you pick up here are matched against your profession below.
- Can you check an AI claim against a primary source before you use it?
- Can you edit AI output so it reads like you wrote it?
- Do you know which information must never go into an AI tool at your job?
- Have you turned a task you repeat weekly into a reusable prompt?
- Do you know which surface to use — chat, an agent, or something in your browser?
- Can you tell when the model is confidently wrong inside your own field?
- Can you get the format you want in one or two tries?
- Could you explain to a colleague why a particular output needed changing?
Only 35% of workers say they have the training and resources they need to use AI in their job — down from 45% in 2024, per Study.com's State of AI Jobs and Skills. The gap is not that training does not exist; it is that it is generic. In JFF's 2026 survey, more than half of workers in the most AI-exposed roles said what their training is missing is practice on their own real work tasks.
Common questions
Does this tool work with ChatGPT?
The tool itself runs on Claude (Anthropic) right here on the page — you don't need any AI subscription to use it. Everything it generates is plain text, so you can paste the output into ChatGPT, a document, or an email and keep working there. If you mainly work in ChatGPT, you can also reuse your inputs there to refine further.
What AI model powers this tool and the example output?
Claude, Anthropic's AI. The example outputs shown on tool pages were generated with Claude.
Does the paid AI Operating System work with ChatGPT?
Yes — each AI Operating System is written and tested for Claude, and every one includes a portable prompts-only set that works in ChatGPT and Gemini (copy and paste, occasionally with a minor tweak). The Cowork plugin editions specifically require a paid Claude plan.
Claude is a product of Anthropic. The AI Career Lab is not affiliated with Anthropic or OpenAI.
Save hours every week with the Recruiter AI Operating System
A command center plus five connected jobs for opening reqs, outreach and follow-ups, interview loops, offers through day one, and weekly hiring-manager updates — drafted into your Gmail, Calendar, and Drive for your approval, with living trackers. Ambient human-decision, fair-hiring, and candidate-privacy guards; it never screens or ranks candidates. Every prompt included — 70 skills in all.
Installs as a Claude Cowork plugin — and every prompt is included as an HTML page you can use in ChatGPT, Gemini, or any AI. How to install → Prices are in USD; Gumroad applies fair local pricing at checkout in eligible countries.
/job-description plugin — one command, drafts your ready-to-post job description. $0.