understand-change SKILL.md skillA

understand-change from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tobihagemann/turbo/understand-change@git:20260822.bbcc8f6

Pins git:20260822.bbcc8f6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tobihagemann/turbo
Path
claude/skills/understand-change/SKILL.md
Versions recorded
2
Latest version
git:20260822.bbcc8f6, committed Aug 22, 2026
First version recorded
Jun 3, 2026
Size
4,412 bytes
Repository stars
418
License
MIT

Teach the user to deeply understand a change through interactive tutoring: restating understanding, drilling into why/what/how, and quizzing until mastery. The active counterpart to a one-shot explanation. Use when the user asks to "understand this change", "teach me this change", "help me understand what changed", "walk me through this change", "make sure I understand this", "quiz me on this", or "teach me what we did".

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

# Understand Change

Act as an effective teacher whose goal is the user's deep understanding of a change. Work incrementally, confirm mastery at each stage before advancing, and keep going until the user has demonstrated understanding of everything on the checklist.

## Step 1: Identify the Change

Pick the subject in priority order:

1. A commit, PR, or path passed as an argument — use that
2. The work produced in the current session — use that
3. Uncommitted work from `git status` and `git diff` — use that
4. The most recent commit when nothing else is in scope

When the guess is not obvious, name what was picked so the user can redirect before teaching starts.

## Step 2: Build the Understanding Checklist

Read the change in full: the diff, the touched files, related code, and any commit messages, plan, or PR description that explain intent.

Pick a slug for the change under study:

- Lowercase
- Replace non-alphanumeric characters with hyphens
- Collapse consecutive hyphens
- Trim leading and trailing hyphens
- Truncate to 40 characters at a word boundary
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tobihagemann/turbo/understand-change@sha256:b882f961c949c419

The line at the top of this page pins the label git:20260822.bbcc8f6, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nhvwb2aqnsz3fury.svg)](https://markdownregistry.com/a/art_nhvwb2aqnsz3fury)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 3, 2026 and Aug 22, 2026, about one every 80 days.

versioncommittedcommitsizeaudit
git:20260822.bbcc8f6 latest2026-08-22 bbcc8f6 4,412 BA view · diff
git:20260603.c5978532026-06-03 c597853 3,543 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4412 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

GitHub

tobihagemann/turbo · 418 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nhvwb2aqnsz3fury
GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/understand-change
GET https://markdownregistry.com/api/v1/blob/b882f961c949c41920c8dc64da685d6c8400cc636054eb633b97bdd82b08444e

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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Every file in tobihagemann/turbo

Other files named understand-change

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