By skill area
scored against rubric v1Prompt Engineering
Specificity, constraints, iteration discipline.
100%MasteryTeach this
You're ahead of most teams here. Document your prompt patterns in a shared place and run a 30-min team session — the leverage compounds.
Context Engineering
File selection, window mgmt, MCP wiring. The differentiator.
33%BeginnerPractice context selection deliberately
Before each AI-assisted task, write down the 3-5 files you'll load and why. Compare against what you actually needed after. The discipline is more important than the framework.
Code Review & Hallucination
Catching real issues; spotting fabricated APIs.
100%MasteryYou're the calibration anchor
Your review skill compounds: pair-review with a junior teammate occasionally so they internalize the patterns. Document the recurring AI failure modes you spot in your codebase.
Tools, Agents & Security
Right tool, sub-agents, hooks, prompt injection awareness.
80%ReadyMap primitives to enforcement vs invocation
Hooks for automatic enforcement (lifecycle events). Skills for named user-invokable workflows. Plugins package these. Build one of each in your team's setup; the boundary becomes intuitive.
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