agentic

Use when preparing postdoc applications, research statements, cover letters, CV bullets, interview answers, short talks, emails, or role-fit analysis for HEP, LHCb, trigger/software, data science, or research-software roles.

Use when reviewing code, tests, scripts, notebooks, configuration, diffs, or physics-analysis workflows for correctness, maintainability, performance, reproducibility, or scientific validity.

Use when reviewing, optimizing, or debugging CUDA performance, especially LHCb Allen trigger software or GPU-resident reconstruction code.

Use when implementing features, fixing bugs, refactoring, updating tests/docs/config, or making any non-trivial repository change.