Browse / Job hunt / recursus-careers
recursus-careers
OpenCnid
RLM-powered career intelligence and application operations, based on santifer/career-ops.
Open OpenCnid/recursus-careers → Matched by file structure only.
Works with any agent
ships AGENTS.md, the cross-tool instruction file.
In its own words
I spent months applying to jobs the hard way. So I engineered the system I wish I had. Companies use AI to filter candidates. I just gave candidates AI to choose companies. Now it's open source.
740+ job listings evaluated · 100+ personalized CVs · 1 dream role landed
Also runs on any agent-skill-standard CLI. See Supported CLIs.
What Is This
career-ops (career-ops.org, also known as careerops) turns any AI coding CLI into a full job search command center. Instead of manually tracking applications in a spreadsheet, you get an AI-powered pipeline that:
- Evaluates offers into a structured report -- blocks A through H, with a global 1-5 score reached by holistic judgement across five dimensions rather than an arithmetic formula. Block G is a separate posting-legitimacy assessment that never affects the score; block H is drafted only at 4.5 and above
- Generates tailored PDFs -- ATS-optimized CVs customized per job description
- Scans portals automatically (Greenhouse, Ashby, Lever, company pages)
- Processes in batch -- evaluate 10+ offers in parallel with sub-agents
- Tracks everything in a single source of truth with integrity checks
- Researches companies and finds the right person to contact -- applications get you in the queue; research gets you a conversation
Quoting 10% of the README. Read the rest on GitHub ↗
Where it came from
What this copy built: +scripts — top-level directories this copy added on top of the original.
Read from the repository's git tree on 2026-08-17.