跳到正文
cccskills
免费在 GitHub 公开

understand-change

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".

中文简介正在准备中。当前显示原文说明。

查看安装方法

包含的文件(1)

  • SKILL.md4.3 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

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

If the change is anchored to an existing plan at .turbo/plans/<slug>.md, reuse that plan's slug verbatim. If .turbo/understand/<slug>.md already exists, append -2, -3, etc. until the path is free. Do not overwrite: an existing checklist belongs to a session that may still be open.

The user may pass an explicit slug or output path; honor it. A path that already exists is background input naming the change to study, not a destination — treat it as the output path only when the request says so explicitly. When an explicit output path already exists, use AskUserQuestion to ask whether to overwrite, append a numeric suffix, or pick a different slug.

State the chosen path before continuing.

Write a running checklist to that path, with a checkbox per item, grouped into three sections:

  • Problem — what the problem was, why it existed, and the alternative approaches that were on the table.
  • Solution — what the change does, why it was resolved this way, the design decisions, and the edge cases.
  • Context — why this matters and what the change impacts elsewhere.

Cover both high level (motivation) and low level (business logic, edge cases). Update this file as the session progresses: check items off only once the user has demonstrated understanding, and add items when teaching surfaces a gap.

Step 3: Teach Each Item Incrementally

Work through the checklist one item at a time. Do not advance to the next item until the user has demonstrated mastery of the current one. For each item:

  1. Have the user restate first. Ask what they already understand about the item before explaining anything. This reveals where the gaps are.
  2. Fill the gaps from there. Correct misconceptions and supply what is missing. Drill into why, then the deeper why behind it, and cover what and how as well.
  3. Adjust depth on request. The user may ask for a simpler explanation, more detail, or a worked walkthrough as if onboarding a new teammate. Match the level they ask for.
  4. Show the evidence. Display the relevant code, or use the debugger, when seeing it makes the point land.
  5. Confirm mastery by quizzing. Verify understanding before checking the item off. Pose open-ended recall questions as plain text. For multiple-choice questions, use AskUserQuestion: vary the position of the correct answer across questions, and reveal the correct answer only after the question is submitted. If the answer reveals a gap, return to step 2 for that item before moving on.

Step 4: Confirm Full Mastery

The session continues until every checklist item is checked off. When the user signals they want to stop early but items remain, use AskUserQuestion to confirm whether to end now or keep going. Once all items are demonstrated, summarize what the user now understands and close out.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note genuine improvements for later. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

Audit the turbo skill lessons that /self-improve writes into this repo's .turbo/handoff/ from other projects, apply the ones the user approves, delete the consumed handoffs, commit and push, and update the installed Turbo skills. Use when the user asks to "read .turbo/handoff and let me know what you think", "read the handoff files and let me know what you think", "review the lesson handoffs", "apply the self-improve handoffs", or "process the turbo handoffs".

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

Assess project-wide structural technical debt: complexity hotspots, deprecated API usage, duplication clusters, architecture rot, and low-value tests. Ranks findings by impact and refactor effort into a report at .turbo/technical-debt.md. Use when the user asks to "assess technical debt", "find technical debt", "review technical debt", "what should we refactor", "find refactoring candidates", "where is the code rot", "what's our worst code", "find low-value tests", or "which tests can we delete". Analysis-only — does not modify code.

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

Shared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically invoked directly.

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

Shared changelog conventions and formatting rules referenced by $create-changelog and $update-changelog. Not typically invoked directly.

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

Run a non-interactive Claude Code print-mode call from Codex. Use when the user asks to "claude print", "ask claude", "run claude", "consult claude", or when a Codex Turbo skill needs Claude as an independent peer reviewer.

中文简介正在准备中。当前显示原文说明。

tobihagemann/turbo4152026年10月22日 更新

查看 tobihagemann 的全部技能

报告此技能的问题