Loading...
Loading...
Found 7 Skills
Coaches end-to-end ML system design interviews covering inference pipelines, recommendation systems, RAG, feature stores, and monitoring. Use for L6+ design rounds, ML architecture whiteboarding, system design practice, serving tradeoff analysis. Activate on "ML system design", "ML interview", "recommendation system design", "RAG architecture", "feature store design", "model serving". NOT for coding interviews, behavioral questions, ML theory quizzes, or paper implementations.
Generic spec producer for locked design briefs. Consumes design-brief.md, reads the Output description, consults pattern hints from references/, and produces artifacts under the brief's Output Path. Skip when no brief exists; run recipe-agent-team-design-interview first. Skip for backend architecture, code, review, or post-run learning.
Use this skill when designing coding challenges, structuring system design interviews, building interview rubrics, calibrating evaluation criteria, or creating hiring loops. Triggers on interview question design, coding assessment creation, system design prompt writing, rubric building, interviewer training, candidate evaluation, and any task requiring structured technical assessment.
Technical design interview + adversarial review → living doc Technical Design section ready to implement. Stateful: detects existing sections and resumes where needed. Triggers: 'architect this,' 'how should we build,' 'design the tech,' post-define/design. Not for: scoping (explore), requirements (define), UX (design).
UX design interview → living doc UX Design section (flows, screens, states, components, a11y). Optional — UI features only. Triggers: 'design the UX,' 'what screens,' 'how should users interact,' post-define. Not for: technical design (architect), requirements (define). Skip for API-only, CLI, backend, or exact UI replicas.
Technical interview preparation expert for algorithms, system design, and behavioral questions
Continuous follow-up interviews, presenting all questions on the current frontier in each round.