Context
Two things depend on the CV: the quality of applications, and the profile spec the LLM
judge matches against (jobbot/judge.py::PROFILE_SPEC). Improving the CV therefore
improves matching as a side effect.
Proposal
- Produce one strong, general-purpose CV
- Derive role-specific variants (e.g. software/data, robotics/embedded, technical-content)
- Regenerate
PROFILE_SPEC from the optimized CV so judging reflects it
Acceptance criteria
Context
Two things depend on the CV: the quality of applications, and the profile spec the LLM
judge matches against (
jobbot/judge.py::PROFILE_SPEC). Improving the CV thereforeimproves matching as a side effect.
Proposal
PROFILE_SPECfrom the optimized CV so judging reflects itAcceptance criteria