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Use when a learner wants to prepare for the MCPA, resume their certification path, learn the next lesson interactively, run and verify practical labs, take the diagnostic or a full mock, or remediate weak exam domains from GitHub with Claude Code, Codex, ChatGPT, Cursor, or another agent.","https:\u002F\u002Fgithub.com\u002Frohitg00\u002Fai-engineering-from-scratch\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fmcpa-certification\u002FSKILL.md",[487,488,489],{"categoryNo":308,"categoryName":309,"taxonomyType":11,"taxonomyTypeDesc":12},{"categoryNo":458,"categoryName":459,"taxonomyType":153,"taxonomyTypeDesc":154},{"categoryNo":461,"categoryName":462,"taxonomyType":153,"taxonomyTypeDesc":154},[491,492,217,493,356,494,495,471,496,497,498,219,499,500,300,501,502,503,504,505,422],"mcpa certification","certification","practical","domains","exam","workflow","code","model context protocol","native","next","take","chatgpt","full","context","ai-native",{"skillNo":507,"name":508,"nameZh":18,"description":509,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":510,"categories":511,"keywords":513,"publishedAt":242},"01M6ERHJVV4S80SFP8868ZQK8S","lesson-screen","Opens a lesson screen in the browser next to the terminal while a course tutor teaches. It shows the lesson's registered figures, code traces with real values, and clickable predictions. It also builds a figure for the lesson on the fly with the course figure skills and any figure skill the host has installed: a blueprint, a mechanism, an isometric machine, or a 3D model. Clicks return to the tutor as events. Trigger phrases: \"open the lesson screen\", \"show me this visually\", \"show this in 3D\", \"draw the architecture\", \"visualize this lesson\", \"build a figure for this lesson\", \"lesson screen\".","https:\u002F\u002Fgithub.com\u002Frohitg00\u002Fai-engineering-from-scratch\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Flesson-screen\u002FSKILL.md",[512],{"categoryNo":461,"categoryName":462,"taxonomyType":153,"taxonomyTypeDesc":154},[217,514,515,516,517,356,518,314,215,519,520,497,521,522,474,500,523,524,525,223],"screen","lesson screen","show","3D","open","predictions","show me","architecture","browser","terminal","fly","events",{"skillNo":527,"name":471,"nameZh":18,"description":528,"descriptionZh":18,"repositoryFullName":201,"ownerLogin":202,"ownerAvatarUrl":203,"ownerAccountNo":204,"ownerDisplayName":205,"repositoryNo":206,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":18,"sourceHtmlUrl":529,"categories":530,"keywords":534,"publishedAt":242},"01M6ERHF2A9A2ZM508AS66T4TF","Interactive lesson tutor for the AI Engineering from Scratch curriculum. Reads LEARNING.md, fetches the next lesson, teaches it section by section in the terminal, quizzes at the end, and records progress. Works cloned or entirely over raw.githubusercontent.com — no setup required. Trigger phrases: \"next lesson\", \"teach me\", \"continue the course\", \"let's learn\", \"resume learning\"","https:\u002F\u002Fgithub.com\u002Frohitg00\u002Fai-engineering-from-scratch\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Flearn\u002FSKILL.md",[531,532,533],{"categoryNo":308,"categoryName":309,"taxonomyType":11,"taxonomyTypeDesc":12},{"categoryNo":458,"categoryName":459,"taxonomyType":153,"taxonomyTypeDesc":154},{"categoryNo":461,"categoryName":462,"taxonomyType":153,"taxonomyTypeDesc":154},[471,217,468,535,219,474,536,500,523,475,477,226,537,538,465,539,540,228,447,239,449,241],"end","progress","records","continue","interactive","interactive-learning",39,18]