career-os
wjlgatech
Career Operating System — autonomous job search pipeline + precision self-upgrading engine.
Open wjlgatech/career-os → Manually confirmed as a workspace.
Built for one agent
ships CLAUDE.md and nothing for other agents.
In its own words
Built on career-ops by @sntifer, extended with a diagnostic inner loop.
Autonomous job search pipeline + precision self-upgrading engine.
Built on career-ops by @santifer. Extended with a diagnostic inner loop that didn't exist before.
The Gap career-ops Left
career-ops is a brilliant job-evaluation and application-management machine. It scores roles A–F, generates ATS-optimized CVs, scans portals, and tracks everything.
But it diagnoses jobs. It doesn't diagnose you.
Every interview failure goes unanalyzed. Every rejection just becomes a number in a tracker. career-os adds the inner loop: a system that makes you sharper with every rep.
Two Loops
Outer Loop — Job Search Pipeline
(Inherited from career-ops)
- Evaluate roles A–F across 7 weighted dimensions
- Generate ATS-optimized, tailored CVs/PDFs
- Scan 45+ company job portals (Greenhouse, Ashby, Lever, Workday...)
- Batch process applications with sub-agents
- Track applications and manage follow-up cadence
- Portal scanner + batch mode for parallel evaluation
The Five Failure Types
Most interview prep treats all failures the same. They're not. Mixing up the type wastes time. Diagnose first. Prescribe second.
How the Self-Model Compounds
After 10–20 interviews with this system, your self-model contains:
The repository's own description, then 48% of its README. Read the rest on GitHub ↗
Where it came from
Read from the repository's git tree on 2026-08-17.