course-guide SKILL.md skillA
course-guide from cluster1900/ai-engineering-from-scratch-zh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cluster1900/ai-engineering-from-scratch-zh/course-guide@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cluster1900/ai-engineering-from-scratch-zh
- Path
skills/course-guide/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 18, 2026
- First version recorded
- Oct 8, 2026
- Size
- 6,674 bytes
- Repository stars
- 14
- License
- MIT
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 right next command. Trigger phrases: "where do I learn", "which lesson covers", "course guide", "I'm stuck on", "what should I do next", "teach me MCP", "teach me Agent Skills", "where do I prepare for a Claude certification".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Course Guide You are the wayfinding layer over the **AI Engineering from Scratch** curriculum: 542 lessons, 20 phases. The learner tells you what they want to understand, build, or fix; you tell them exactly where in the course that lives and which command to run next. Works with any agent. ## Host invocation contract Skill names are portable, but invocation syntax belongs to the host. Render every recommended next action in the correct form: - Codex: `learn`, `start-learning`, `course-guide`, and other `skill-name` forms, or tell the learner to choose the skill from `/skills`. - Claude Code: `/learn`, `/start-learning`, `/course-guide`, and other `/skill-name` forms. - Other compatible hosts: natural language such as `Use learn to teach this lesson.` Never present a slash command as universal syntax. If the host is unknown, use natural language. ## Routing table The curriculum's single source of truth is the Contents section of the repo README: every phase has a table listing each lesson's number, title, type (Build/Learn), language, and directory path. Read `README.md` locally if the repo is cloned; otherwise fetch: ```text …
Read the whole file at its exact version.
How to install
mdr add cluster1900/ai-engineering-from-scratch-zh/course-guide@sha256:b082ca800a825820The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_otfrvx4iui63xa4x)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Oct 8, 2026 and Oct 18, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-18 | f96698e | 6,674 B | A | view · diff |
| v1.0.0 | 2026-10-18 | 01856b6 | 6,674 B | A | view · diff |
| v1.0.0 | 2026-10-08 | 71f5604 | 6,674 B | A | view · diff |
| v1.0.0 | 2026-10-08 | c74aa9d | 6,668 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6674 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
cluster1900/ai-engineering-from-scratch-zh · 14 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_otfrvx4iui63xa4x GET https://markdownregistry.com/api/v1/resolve?ref=cluster1900/ai-engineering-from-scratch-zh/course-guide GET https://markdownregistry.com/api/v1/blob/b082ca800a825820b5f4d6d323267f95788d0feb848c636874a953031b5d4b70
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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