Build a catalog from multiple skill directories using an explicit priority order. Review duplicate names, selection decisions, and omitted entries before loading the instruction text of the chosen skill.
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Build a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies.
安装前可以查看交给 AI 代理的指令内容。
Use this skill when an agent host needs deterministic discovery across more than one skill directory.
references/discovery-contract.md.assets/scope-policy.json; do not assume its order is universal.python3 scripts/build_catalog.py project=PATH user=PATH with scopes listed from highest to lowest precedence.collisions and omitted arrays before activating a skill.Never execute a bundled script during discovery. Never choose an equal-precedence duplicate by incidental filesystem order.
Return the catalog budget, selected entries, collision resolutions, and omissions.
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Create static SVG diagrams, scalable images for lessons, READMEs, and manuals. It uses real system names, nine diagram types, and consistent colors and arrows, with checks for readable labels, accessible descriptions, and valid markup.
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Learn AI engineering by building a project one stage at a time. The tutor guides predictions, learner-written code, automated checks, and reflection, then records progress so the next session can continue from the right stage.
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Run a local check of test evidence and retain source paths in the result. The workflow stops when required evidence is missing, keeping the findings tied to their sources.
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Test your understanding of a phase in AI Engineering from Scratch through eight multiple-choice questions. Receive a score, explanations for incorrect answers, and specific lessons to review before continuing your studies.
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Prepare for four Claude certification tracks through guided lessons, practical exercises, quizzes, and mock exams. The tutor checks understanding and learner-created work, records progress, and uses assessment results to guide review.
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Find relevant lessons in AI Engineering from Scratch from a topic, question, or bug. Get a short selection of lessons, necessary prerequisites, and the next learning command, with dedicated routes for specialized subjects.
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