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Skill matrix

Pick the taxonomy slugs you actually practice. Each one needs a short focus note — that is the evidence employers scan first.

Prompt design, iteration, and instruction-following for a specific job.

Indexing, chunking, reranking, and grounding answers in a corpus.

What goes in the window, what stays out, and how state is carried across turns.

Tool use, multi-step orchestration, and recovery when a step fails.

Evals, traces, and a quality bar that is not a vibe check.

Policy, refusal, red-teaming, and the cases the model must not invent.

Latency, cost, observability, and the path from a notebook to a service.

Data pipelines, adapters, and knowing when training is the wrong move.