review-apprentice SKILL.md skillA
review-apprentice from r-hatim/hrih-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add r-hatim/hrih-skills/review-apprentice@git:20261023.4f88b2fPins git:20261023.4f88b2f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- r-hatim/hrih-skills
- Path
skills/review-apprentice/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261023.4f88b2f, committed Oct 23, 2026
- Size
- 10,047 bytes
- Repository stars
- 6
- License
- MIT
Turn code review into teaching when an AI reviews alongside people, so juniors learn to review instead of rubber-stamping the agent. Use it when a junior or new team member reviews a pull request with an AI reviewer, when a senior wants to mentor through reviews, or for requests like 'review this PR with me', 'help me learn to review', 'check my review', 'what did I miss?', 'train me on this codebase', and when a solo developer wants to keep their own reviewing sharp. The junior reviews first…
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
# Review apprentice Code review was never mostly a bug filter. In Microsoft's study of its own reviews, only about one comment in seven was about a defect, and knowledge transfer came up in almost every interview without being asked about. Google built review partly as a teaching device; its "readability" certification is an apprenticeship run through reviews. Reviewing is how people learn a codebase: in one study it widened the set of files a developer knew by two thirds or more. An AI reviewer can quietly end that. Two findings shape this skill: - **People anchor on what the AI flags.** In a controlled experiment, reviewers given an AI review concentrated on the spots it pointed at and found no more serious problems. The least experienced are the most exposed. - **How you use the AI decides whether you learn.** In Anthropic's randomised trial, developers who handed work to the AI learned much less; those who asked it to explain, and checked their own understanding, kept most of the learning. …
Read the whole file at its exact version.
How to install
mdr add r-hatim/hrih-skills/review-apprentice@sha256:334a4d82621dc2b8The line at the top of this page pins the label git:20261023.4f88b2f, 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_z4vob7pnkhdc7zgk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 23, 2026.
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 (10047 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
r-hatim/hrih-skills · 6 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z4vob7pnkhdc7zgk GET https://markdownregistry.com/api/v1/resolve?ref=r-hatim/hrih-skills/review-apprentice GET https://markdownregistry.com/api/v1/blob/334a4d82621dc2b8ba27e23d05f8c245060efa14ebd5ef44f0c30fc82d96b154
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.