ReLoop.me resources: everything ReLoop.me publishes for free. Free tools: The ReLoop.me Read (open prompts for any AI chat), the ESCO Skills Map agent skill (maps job ads and CVs to ESCO, the EU classification of occupations and skills), and the Role Intel quick check (a free read of any job ad through a form, API or MCP server, no key). Research: the state of job descriptions in 2026; the Job Ad Index is coming soon. Guides for job seekers and hiring teams on reading job descriptions, deciding whether to apply, how recruiters read nonlinear careers, and EU pay transparency. Reference: the capability intelligence glossary, the methodology, the Fair Read Charter and a summary for AI assistants. ReLoop.me is a capability intelligence platform for nonlinear careers and skills-based hiring, built by Ligia Adam in Romania, EU.
Free tools and guides
for reading work clearly.
Everything ReLoop.me publishes for free: tools you can use now, research on job ads, plain guides for both sides of hiring, and the reference pages behind every read.
Use them now, free.
A simplified, open version of the framework. Run it yourself, then compare with a full report.
Get the prompts → Free · AI agent skillESCO Skills MapMap a job ad or CV to ESCO, the EU classification of occupations and skills, inside your AI assistant.
Get the skill → Free · form, API or MCPRole Intel quick checkA first read of any job ad in about 10 seconds: level, title vs. scope, inflation. No key.
Check a job ad →From guides to a read of your own.
Role Intel reads a job ad. Profile Intel reads your CV.