how
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.
- License 许可
- MIT
- 最近更新
- 2026-11-08
- Stars
- ★ 46
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- 3
01 前言 Front Matter
- name
- how
- description
- 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.
- user-invocable
- false
02 资源文件 3
- 参考文档agents/openai.yaml43 B
- 参考文档references/explainer-prompt.md3.0 KB
- 参考文档references/explorer-prompt.md1.1 KB
03 SKILL.md 正文
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.
Every spawn is a Task subagent with subagent_type: generalPurpose and readonly: true. Explorers use the how explorer line in the pstack-models.mdc rule (default grok-4.7-xhigh-fast), and every explainer uses the how explainer line (default claude-opus-5-5-xhigh). 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. Pick each subagent's reasoning level and fast or standard speed for the job, per the Subagents section of the poteto-mode skill.
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. Spawn one explainer that explores and explains in one pass, built from
references/explainer-prompt.mdwithout the explorer-findings section. Go to step 4. - Complex (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): go to step 2.
When in doubt, take the simple path.
2. Explore (complex only)
Decompose the question into 2 to 4 angles, each a distinct slice of the subsystem. Spawn all explorers in a single message, each with references/explorer-prompt.md and its angle filled in.
3. Synthesize (complex only)
Once all explorers have returned, spawn one explainer with references/explainer-prompt.md and every explorer's findings filled in.
4. Present
Present the explainer's output. 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.
04 同仓库更多 Skills
teach
Build a working mental model of code: the components and how they interact, then the interfaces, schemas, and function signatures. Use when asked to teach or explain how code works, walk through an architecture, deep-dive a subsystem, or understand a change, including code outside the current repo. For a concept with no code, use pstack:teach.
skills-audit
Audit agent skills for triggering quality, correctness, context efficiency, redundancy, structure, failure guidance, and coverage gaps. Use when the user asks to review, improve, compare, simplify, or evaluate skills in global, repo-local, Claude, Codex, or custom skill paths.
repo-setup
Set up or refactor a repository so agents naturally follow its intended architecture and important mistakes fail mechanically. Use when the user invokes $repo-setup, asks to make a repo agent-friendly, or wants important repository rules enforced through structure, types, tooling, tests, or CI.
record-screen
Record a small MP4 while demonstrating or verifying a UI change, then attach the video as proof. Linux cloud sessions record the private virtual display; macOS records only the app window under test. Use for any repo whenever a UI change is verified or demoed.
ori-pr
Take an OpenRouterIncubator/ori or OpenRouterTeam/openrouter-web PR from ready to merged. Matthew runs /ori-pr once he has decided the PR is ready and understands the change. Asks perry for review once CI is green, handles perry's comments, and enqueues the merge once perry approves the head and CI is green, within quiet hours.
new-task
Clarify a new task by stating the goal the agent believes the user wants, showing its current understanding, and asking only product-related or high-priority questions that could materially change the outcome. Use before planning or implementation when the task needs alignment.