How

作者 cursorccb5507cec15無授權條款10K 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫今天更新

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Use why for motivation.

AI 產生的概覽

解釋程式碼庫子系統的運作方式,包括放置位置、歸屬與分層問題。

功能
此技能會探索程式碼庫以回答「X 是如何運作的」這類問題,並產出面向剛接觸某個子系統的資深工程師的架構說明。它會先判斷問題是簡單還是複雜,接著不是讓單一解釋者在一次流程中完成探索與解釋,就是平行啟動多個探索者,並將其發現綜合成一份說明。輸出使用概覽、關鍵概念、運作方式、各部分所在位置與注意事項等章節,不適用的章節會省略。它也會處理放置位置、歸屬與分層問題。
適用情境
適用於詢問某個子系統如何運作、在改動某處之前進行程式碼導覽,以及放置位置、歸屬或分層問題,例如某段程式碼應該放在哪裡或由哪個套件負責。它旨在協助建立對子系統的工作心智模型,而不是說明動機,後者被此技能指向別處。
執行需求
僅以指令形式執行,沒有指令碼。它依賴 Task 子代理,並從 pstack-models.mdc 規則讀取模型選擇值,預設值包括探索者使用 grok-4.7-xhigh-fast、解釋者使用 claude-opus-5-5-xhigh。它會讀取兩個參考提示檔案:references/explorer-prompt.md 與 references/explainer-prompt.md。

How

Explore the codebase to answer "how does X work?" questions. Produce architectural explanations at the level of a senior engineer onboarding onto a subsystem, enough to build a working mental model, not so much that it reads like annotated source code.

Each spawn below names a role line in the pstack-models.mdc rule and a default. Set model to that line's value, or to the default if the rule or the line is missing. Leave model unset when the value is auto or inherit-parent. If the Task tool rejects a slug, use the default and say so. If it rejects the default, use the closest valid slug of the same family from its error message.

Step 1. Assess Complexity

If the scope is ambiguous, state your interpretation and explore. The user can redirect.

  • Simple (a single module, a small utility, a narrow question such as "how does function X work"): no explorers. One explainer explores and explains in a single pass. Go to Step 2b.
  • Complex (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): spawn parallel explorers first, then hand off to the explainer. Go to Step 2a.

When in doubt, take the simple path.

Step 2a. Explore (complex questions only)

Decompose the question into 2 to 4 exploration angles, each a distinct slice of the subsystem. Spawn all explorers in a single message:

  • subagent_type: generalPurpose
  • model: the how explorer line, default grok-4.7-xhigh-fast
  • readonly: true

Each explorer gets the prompt in references/explorer-prompt.md with its angle filled in. Then go to Step 3.

Step 2b. Direct Explain (simple questions)

Spawn one Task subagent that explores and explains in one pass:

  • subagent_type: generalPurpose
  • model: the how explainer line, default claude-opus-5-5-xhigh
  • readonly: true

Build its prompt from references/explainer-prompt.md without the explorer-findings section. Go to Step 4.

Step 3. Synthesize (complex questions only)

Once all explorers have returned, spawn one Task subagent to synthesize their findings into one explanation:

  • subagent_type: generalPurpose
  • model: the how explainer line, default claude-opus-5-5-xhigh
  • readonly: true

Build its prompt from references/explainer-prompt.md with every explorer's findings filled in.

Step 4. Present

Present the explainer's output to the user. Light edits for clarity or context from the conversation are fine. Do not substantially rewrite it.

Output Format

The explanation uses the sections defined in references/explainer-prompt.md, dropping any that do not apply: Overview, Key Concepts, How It Works, Where Things Live, Gotchas.

來源與署名

來源:cursor/plugins位於pstack/skills/how提交ccb5507

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