读取 superpowers 会话记录,调查重复工作、偏离计划、耗时及令牌消耗。以文件路径和行号为依据整理经过,生成有证据支持的报告。
- 调查重复工作或偏离计划的情况
- 查看会话耗时和令牌消耗
- 确认技能是否被使用
在开始新功能或项目之前,通过对话明确目的、偏好和限制。根据需要用图示或原型核对理解,并按工作规模整理说明或设计文档。
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
通过对话梳理新功能或项目要做什么,以及为什么需要它。围绕具体场景提问,确认目标、成功条件、不希望出现的结果、限制,以及可用的工具或材料。必要时提出图示、界面草案或一次性原型,核对双方理解。小型修改在聊天中说明,大型项目整理为设计文档,并区分用户的意愿与智能体自行作出的判断。
适用于想法尚未明确的计划,既包括应用功能,也包括演讲、商业项目和装修。帮助在制作前明确用途和优先顺序,并形成可供实施人员制定计划的说明。
通常需在用户批准完整说明后才开始制作。用户选择跳过提问,或批准制作一次性原型时,可以例外。使用浏览器展示图示或原型时,参考附带的 visual-companion.md。软件设计获批后,按流程转入 superpowers:writing-plans。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 仅根据 SKILL.md 的内容,从 4 个方面进行了评估。星标数和热度不计入评估。
总分按每项 A=25 分、B=15 分、C=5 分相加。 由 AI(OpenAI Codex)于 2026年10月19日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
You are very good at building. You build what you believe your human partner wants, and that belief is usually thinner than it feels. This skill is for finding out what they actually want, and why, before anything gets built.
People often haven't finished working out what they want. Good questions help them think it through. When you understand the why, you make the hundred decisions they never mention the way they would have made them.
Before you reply, ask yourself: what do I know about what they want, and why?
Your first message is two things, in this order:
That's the whole message.
Each message ends with one question: a single sentence with no list of example answers hanging off it. Use plain language, pitched just a little above where your human partner is. Match their vocabulary; never use process jargon.
Be clear and concise. Lead with what matters. Avoid jargon. When you report what you found, give them the most important findings and offer the rest.
Get them describing. Open questions come first. Their own words carry intent that your options can't. Offer a short menu only when they're stuck. When they say "just guess" or "what do you think?", propose something concrete.
How it gets made. Every project rests on choices about medium, tools, materials, and resources: the platform, programming language, and libraries for an app; the medium for a piece of art. Find out early which of those choices they want to make, which they're handing to you, and what they already have to work with. Someone with strong views or skills will want to talk it through. Someone counting on you needs sensible defaults, said in plain words. When there's existing work, build on what it already uses. Any choice you make goes in the design as your call, never as something they agreed to.
Ground to cover. This is territory, not a script. Never read these out as questions:
Questions that work anchor in specifics: "Walk me through the last time...", "If it could only do one of these well, which?", "What would make you wince if I got it wrong?" A guess they can correct ("I'm guessing this is because X keeps biting you?") often beats a question.
Offer recon. Once you have a bit of grounding and looking would help, offer to go look: their codebase or project, their own files and data, or the web. Say what you'd look for. They decide whether you go.
Think wide privately. Before you propose anything, come up with several ideas and drop the weak ones, including any that fight what they've told you about why. Show the comparison only when it helps them decide.
Show, don't tell. Offer the visual companion (below) whenever seeing would help more than reading:
Once they've accepted, use it for mockups to react to, side-by-side options, and throwaway prototypes they can click.
Spike to feel things out. Agentic work is waterfall, but very, very fast. A quick throwaway build is often the cheapest way to learn what they want or whether something works. Offer one when it would help. When they just want to spike, get out of the way. Spikes get no tests or minimal ones, aren't bulletproof, and skip the plan, implementation, and review process. Bring what the spike taught you back into the conversation.
Play back as you go. As soon as you understand one part well enough to describe it (what it's for and who it serves, say, or how one piece behaves), describe that part back in about 200-300 words, then return to questions about the next part. Playback and questions alternate through the whole conversation; the last chunk covers whatever is left.
Mark anything you're guessing as your guess; only what they said goes in as theirs. End each chunk by asking what's wrong or missing.
Before you send a chunk, check it: does it describe something they'll look at, like a page, a screen, a schedule, or a printout? If so, and they haven't seen the visual companion offer yet, send the offer instead (its own message, below) and hold the chunk for the next message. Once they've accepted, put a mockup next to the description.
Once you understand what they want, pick a size and say it in plain words. They can override it.
| Size | The full description | Then |
|---|---|---|
| A quick, clear task | the request itself | do it |
| A small change | in chat | build it through the normal workflow |
| A project with a written design | a written design document | a full plan (for software: superpowers:writing-plans) |
If it grows mid-task, stop, say so, and step up a size.
If this is really several independent projects, say so, agree on an order, and brainstorm them one at a time.
For a project, write a plain document a talented builder in the domain could plan from without going back to your human partner. Cover:
Where it goes: in a software repo,
docs/superpowers/specs/YYYY-MM-DD-<topic>-design.md, committed.
Otherwise, ask. Your human partner's preferences override both.
Builder check: dispatch a fresh subagent with
builder-check-prompt.md in this directory. When you tell your human
partner you're writing it up, say a reviewer will read it first and you
may come back once with a few questions. Don't hand over the document
until the check is back. Sort what the builder asks into three piles:
Bring the "theirs" pile in one message, most important first. Update the document with their answers, then hand it over with a short list of the calls you made so they can check those while reading. That's the only round of questions the check produces. Without a subagent tool, read the document as that builder yourself.
<HARD-GATE> Nothing gets built until your human partner approves the full description: in chat for a small change, the document for a project. Building includes writing product code, scaffolding, installing dependencies, creating projects, and invoking an implementation skill. Reading and exploring are fine.Two exceptions. If they opted out of the questions, the skill is done and the gate goes with it. A spike they said yes to may be built; it stays labeled throwaway, and keeping what it produced is a new request that comes back through this gate.
After a project's document is approved, the next step is the plan. For software, invoke superpowers:writing-plans and no other skill. </HARD-GATE>
| Thought | Reality |
|---|---|
| "I'll offer options to save them effort" | Options steer. Ask them to describe it first. |
| "I'll fill in sensible defaults" | Good. Say them out loud. A default they never heard is one they couldn't reject. |
| "I should explain the process first" | Ask your question. The process shows itself. |
| "They said 'sounds good' to the idea" | Approval covers what you showed them. A description you haven't written isn't approved. |
| "The spike works, I'll keep building on it" | Keeping it is a new request. Back through the gate. |
A browser tab for showing mockups, diagrams, and prototypes. It's a tool, not a mode: accepting it doesn't send every question to the browser.
Offer it just-in-time. Offer it the first time one of the moments above comes up, never upfront. The offer is its own message with nothing else in it:
"This might be easier if I show you. Want me to open a browser tab with some mockups?"
If they decline, stay in text and don't offer again unless they raise it.
Per question, ask: would they understand this better by seeing it? Mockups, layouts, diagrams, and side-by-side designs go in the browser. Requirements, scope, tradeoffs, and conceptual choices stay in text. A question about a UI topic isn't automatically a visual question.
If they accept, read visual-companion.md in this directory before
starting the server.
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读取 superpowers 会话记录,调查重复工作、偏离计划、耗时及令牌消耗。以文件路径和行号为依据整理经过,生成有证据支持的报告。
将相互独立的缺陷或测试失败分配给不同代理,并行调查和修复。明确各自范围与报告要求,再检查修改冲突、运行完整测试并整合结果。
在同一会话中逐项执行已有的实施计划,确认测试先失败后通过,记录进度与判断,并在全部任务结束后审查整个分支的更改。
在实现完成后检查全部测试,让用户选择本地合并、创建拉取请求或保留现状,并执行所选操作,再根据选择和工作环境整理分支与工作区。
将代码审查意见与实际代码、支持的运行环境及现有行为进行核对,确认建议是否合理,梳理疑问并依据技术证据回复,再逐项修改和测试。
在功能实现后或合并前,请另一个智能体审查代码。整理修改内容、需求和目标提交范围,再根据审查意见的严重程度推进修复。