rohitg00/ai-engineering-from-scratch

Agent skills in the GitHub repository rohitg00/ai-engineering-from-scratch, each with its code score out of 100.

Learn AI Engineering! Learn it. Build it. Ship it for others.

Repository score

68 / 100 C

Skills

29

Verified

3

Average skill score

65

GitHub stars

78,532

License

MIT

Open rohitg00/ai-engineering-from-scratch on GitHub

29 skills in this repository

1. isometric-explainer

   Builds an interactive isometric machine page. Each station of one invented machine stands for one step of a process. A pure, tested state model drives the motion, the readouts and…

   Verified86A
2. motion-figure

   Builds figures that move or respond to the reader, in three tiers: SMIL animations and slider widgets inside lessons, interactive mechanism figures that show the named parts of a…

   Verified82B
3. blueprint-figure

   Draws static SVG figures for lessons, READMEs and manuals in the AI Engineering from Scratch look: paper panel, blueprint accent, nine figure kinds, fixed hue meanings, eight arro…

   Verified81B
4. write-manual

   Writes a long technical manual that explains one subject at one pinned version, from its purpose to each request and response. Every listing comes from an offline capture, every c…

   80B
5. 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 predi…

   78B
6. learn

   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…

   76B
7. interview-prep

   Mock interview coach for AI engineering roles, built on the interview bank of AI Engineering from Scratch. Asks one question or one incident scenario, stops, and waits for the lea…

   72B
8. start-learning

   One-time onboarding for the AI Engineering from Scratch curriculum (542 lessons, 20 phases). Interviews the learner, runs the placement quiz, and writes LEARNING.md, a persistent…

   72B
9. course-style

   The shared visual and writing reference for AI Engineering from Scratch pages, figures, and manuals. Use it for light and dark colour tokens, font stacks, FIG_ label formats, and…

   71B
10. skill-contract-reviewer

    Validate an Agent Skill package and choose the right instruction, capability, or lifecycle primitive before implementation.

    69C
11. build-project

    Hands-on project tutor for the AI Engineering from Scratch Projects section. Guides a learner through one stage of a real project per session: read the stage lesson, predict, writ…

    67C
12. learn-agent-skills

    Focused interactive tutor for the Agent Skills Engineering path in AI Engineering from Scratch. Start or resume this route when a learner wants to create, discover, invoke, secure…

    67C
13. learn-mcp

    Focused interactive tutor for the Model Context Protocol (MCP) path in AI Engineering from Scratch. Start or resume this route when a learner wants to build, secure, debug, verify…

    67C
14. claude-certification

    AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from Scratch. Use when a learner wants to choose a Claude certificat…

    65C
15. learn-reverse-engineering

    Focused interactive tutor for the Reverse Engineering path in AI Engineering from Scratch. Start or resume this route when a learner wants to read a compiled program: file formats…

    65C
16. mcpa-certification

    AI-native tutor and onboarding workflow for the MCPA (Model Context Protocol Associate) certification in AI Engineering from Scratch. Use when a learner wants to prepare for the M…

    65C
17. course-guide

    Topic router for the AI Engineering from Scratch curriculum. Give it a topic, a question, or a bug you are fighting, and it points at the exact lessons that teach it, plus the rig…

    63C
18. skill-release-gate

    Evaluate an Agent Skill bundle for structural integrity, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity, and target-host portability b…

    63C
19. migration-review

    Review database migration files when a change adds or modifies paths under migrations/. Use it before merge to collect forward, rollback, locking, and data-safety evidence.

    62C
20. skill-catalog-builder

    Build a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies.

    62C
21. skill-invocation-router

    Design and test explicit human, implicit model or agent, programmatic application, bounded skill-composition, and harness activation policies for an Agent Skill catalog.

    62C
22. skill-safety-reviewer

    Review a skill-requested filesystem, command, network, secret, or destructive action against an explicit sandbox policy without executing it.

    60C
23. check-understanding

    Phase quiz for AI Engineering from Scratch. Trigger with "quiz me", "test phase", "check my understanding", "do I know phase 3", or `/check-understanding <phase>`.

    56C
24. find-your-level

    Interactive quiz that maps your AI/ML knowledge to a starting point in the 542-lesson, 20-phase AI Engineering from Scratch curriculum. Trigger phrases: "where should I start", "f…

    56C
25. release-publish

    Publish an approved Orchard release

    49D
26. release-review

    Review Orchard deployment manifests

    49D
27. check-tests

    Run the local test evidence check

    48D
28. orchard-release

    Check deployment evidence and recovery conditions.

    47D
29. orchard-review

    Review a release proposal

    43D

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.