AI Engineering Toolkit workflow skill. Use this skill when the user needs 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
diegosouzapw/awesome-omni-skills☆ 1622026년 7월 8일 업데이트
Take a ten-question interactive quiz across five AI and machine learning areas. Use the results to find a starting point in a 523-lesson curriculum, identify topics to review, and estimate the time for your learning path.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find where to begin studying AI and machine learning
- Skip familiar material in the curriculum
- Identify areas that need review
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Study AI engineering through interactive terminal lessons with explanations, coding exercises, and quizzes. The tutor follows your recorded progress, revisits previous material, adapts to your answers, and logs results and topics that need review.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Resuming lessons from recorded progress
- Learning concepts through coding exercises
- Checking understanding with lesson quizzes
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Start AI Engineering from Scratch with a brief interview and placement quiz. Create a persistent LEARNING.md study plan recording your goals, starting phase, pace, and learning path for later sessions with the learn skill.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Creating a study plan when starting the curriculum
- Choosing a starting phase based on current knowledge
- Recording learning goals, available time, and a build goal
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Learn AI engineering through hands-on projects
- Resume a project from the next unfinished stage
- Find coding mistakes with step-by-step hints
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding lessons on a topic you want to learn
- Locating lessons that explain a bug's underlying cause
- Choosing what to study next based on your progress
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Plan AI application work across six areas: prompt evaluation, context allocation, retrieval-based answer generation, agent security, evaluation pipelines, and product strategy. This overview explains the approaches; the individual workflow packages, test cases, and CI templates are not included.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning prompt evaluation before deployment
- Allocating context capacity and designing retrieval-based answers
- Planning an authorized AI agent security assessment
sickn33/agentic-awesome-skills☆ 4.8만2026년 10월 19일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
lingxling/awesome-skills-cn☆ 3122026년 10월 7일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
sinhoneyy/master-skills☆ 142026년 9월 5일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
JantonioFC/skillsbank☆ 92026년 8월 4일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
bouclem/skills☆ 72026년 5월 31일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
lucaspmarie-a11y/claude-skills-vault☆ 52026년 6월 7일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
phoroth/AGENTIC☆ 32026년 8월 8일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
nimoqup046-collab/agora☆ 32026년 3월 26일 업데이트
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
MMEHDI0606/ai-agent-foundation-template☆ 22026년 5월 21일 업데이트
Learn to examine compiled programs through one interactive lesson per session. Labs and quizzes cover file formats, machine instructions, program behavior, and analysis tools, while recorded observations provide evidence for completing each lesson and resuming later.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Learn to read programs you compiled yourself
- Study binary formats and machine instructions
- Check analysis claims against observed output
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Create animated lesson diagrams, sliders that update figures, and interactive panels that explain how systems work. It also builds moving dot patterns for page headers, with rules for readability, themes, and reduced motion.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Animate a process in a lesson
- Explore a formula with a slider
- Show a system's behavior through one control
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Create a substantial technical manual for one exact system version. Organize authoritative sources, record offline inputs and outputs, explain behavior with figures, and audit the text and supporting evidence for consistency.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Documenting a protocol or file format at a fixed version
- Building reproducible offline request and response records
- Adding a section with figures and traceable sources
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Apply shared visual and writing rules to course pages, figures, and manuals. Check colors, fonts, labels, layouts, plain technical English, dark themes, keyboard focus, touch targets, and reduced-motion behavior against defined reference values.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Applying consistent colors and fonts to course pages
- Checking dark theme colors and text readability
- Standardizing figure labels and card layouts
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Build an interactive page that explains a process as a machine viewed from an angle. A tested simulation keeps movement, numbers, and explanations consistent, while controls let readers step through operations and explore failures.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Explain a cache or queue through an interactive machine
- Show what fails when one process step breaks
- Create a standalone visual explanation page
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Add a diagram of system interactions to a README
- Explain state transitions in a manual
- Illustrate data flow from logs or specifications
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing a certification track for a learning goal
- Resuming lessons from saved progress
- Completing guided exercises without writing code
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
Review deployment evidence and recovery conditions when assessing a release. The skill directs the agent to consult the accompanying restore reference and include a timestamp in its decision, providing a narrowly defined release review procedure.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing deployment evidence
- Checking recovery conditions for a release
- Preparing a release decision with a timestamp
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트
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.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Cataloging project and user skill directories together
- Checking duplicate skill names before activation
- Reviewing catalog limits and omitted entries
rohitg00/ai-engineering-from-scratch☆ 7.1만2026년 10월 19일 업데이트