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Agent Skill · 开发

problem-statement(问题陈述)

problem-statement 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

problem-statement 是开发类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在开发类的 21,746 个 Skill 里排第 11,415。

总安装 1,787周安装 73GitHub Stars 1下载 572核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:problem-statement(问题陈述)
来源仓库:https://github.com/open-horizon-labs/skills
仓库路径:skills/problem-statement
安装命令:
npx skills add https://github.com/open-horizon-labs/skills --skill problem-statement
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/open-horizon-labs/skills --skill problem-statement

这个 Skill 是做什么的

开发类 Skill 面向写代码、改代码和排查问题,一般会读写仓库文件,部分还会执行构建或测试命令。

problem-statement 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。它主要面向开发类任务,可辅助 Agent 梳理问题描述和协作流程。

通过 npx skills add 命令安装指定仓库中的 skill 模块即可调用。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/problem-statement

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/open-horizon-labs/skills --skill problem-state…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

problem-statement 怎么安装?

在终端执行 npx skills add https://github.com/open-horizon-labs/skills --skill problem-statement。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

problem-statement 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

problem-statement 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

problem-statement 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

problem-statement 用的人多吗?

公开数据是累计安装 1,787 次,近一周安装 73 次,下载 572 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

problem-statement 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理开发类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

开发类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
skill-vetter

技能审查员 · OpenClaw

8,779,018986操作浏览器MIT-0通过
ontology

本体论 · OpenClaw

6,636,960576只读MIT-0通过
entra-app-registration

内部应用程序注册 · Codex、Claude

6,631,872764接触敏感数据未明确通过
entra-app-registration

内部应用程序注册 · Codex、Claude

3,757,680201接触敏感数据未明确通过
nano-banana-pro

纳米香蕉专业版 · OpenClaw

3,526,898364接触敏感数据MIT-0有提醒
problem-statement

问题陈述 · 本页

1,7871需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

/problem-statement

Define the framing. Change the statement, change the solution space.

A problem statement is not the problem — it's the lens. Different framings open different solution spaces. The right framing makes good solutions obvious; the wrong framing makes them invisible.

When to Use

  • Starting new work — before solutions, articulate what you're solving
  • Solutions feel off — proposed solutions seem convoluted or like workarounds
  • Oscillating on approach — direction keeps changing; framing might be wrong
  • Suspected X-Y problem — someone asks for a specific solution but underlying need is unclear
  • Requirements expanding — scope creep signals framing mismatch
  • After /aim but before /solution-space — aim defines outcome, problem statement frames challenge

Skip when: You have a crisp problem statement. Move to /solution-space.

The Framing Process

Step 1: Surface the Current Framing

"The problem is currently framed as: [how it's being described]"

Capture: the stated problem, embedded assumptions, what's treated as fixed vs. changeable.

Step 2: Detect X-Y Problems

Watch for X-Y pattern: someone asks for Y (attempted solution) when they need X (real problem).

Signs of X-Y mismatch:

  • Request oddly specific for a simple goal
  • Solution feels like a workaround
  • "How do I do [technique]?" without explaining why
  • Convoluted multi-step approach to something simple

If detected:

"You're asking for [Y], but the underlying need seems to be [X]. Is that right?"

Step 3: Separate WHAT from HOW

A good problem statement articulates WHAT needs to change, not HOW.

Wrong (solution)Right (problem)
"Add a caching layer to reduce latency""Page loads take 3+ seconds; users abandon before content appears"
"Refactor the auth module""Adding a new auth provider takes 2 weeks and touches 6 files"

Test: Does it describe a symptom or a solution? Could someone unfamiliar with the codebase understand what's wrong? Does it leave room for multiple approaches?

Step 4: Identify Constraints and Flexibility

Hard — regulatory, physics, existing user commitments. Soft — "we've always done it this way," technical debt, team preferences.

Questions to surface flexibility:

  • What would we do if [constraint] didn't exist?
  • Who decided [constraint] was fixed? Can we revisit?
  • Cost of violating vs. cost of keeping?

Step 5: Craft the Problem Statement

[Who] needs [what outcome] because [why it matters], but currently [what's blocking].

Good statements are crisp (1-2 sentences), outcome-focused, testable, and solution-agnostic.

BadGood
"The API is slow""API responses take 800ms; our SLA requires 200ms"
"We need microservices""Deploying a fix requires coordinating 4 teams and takes 2 weeks"
"Users don't understand the UI""40% of support tickets are 'how do I X' where X is a core feature"
"We need better tests""Last 3 production incidents were caught by users, not tests"

Step 6: Validate the Framing

  1. State it to someone else — if they immediately suggest a solution, framing is too narrow
  2. Invert it — what would the world look like if this problem didn't exist?
  3. Zoom out — is this a symptom of a larger problem?
  4. Zoom in — is this multiple problems masquerading as one?

Output Format

## Problem Statement

**Current framing:** [How the problem is currently being described]

**Reframed as:** [Your crisp problem statement]

**The shift:** [What changed in how we see it]

### Constraints
- **Hard:** [Actually immovable constraints]
- **Soft:** [Constraints that feel fixed but might be flexible]

### Assumptions Being Tested
- [assumption embedded in this framing]

Every framing rests on assumptions. If you listed zero, either the framing is trivial or you haven't surfaced what it depends on. Name at least one.

### What this framing enables
[What solution approaches become visible with this framing]

### What this framing excludes
[What approaches are off the table—and whether that's intentional]

### Signal This Framing Is Wrong
[What we would see if this framing is a symptom, not the problem]

Session Persistence

If session name provided (/problem-statement auth-refactor): reads/writes .oh/auth-refactor.md directly. If no session name provided (/problem-statement): offer to save with suggested name from git branch or problem topic.

Reads: existing session file; prior outputs — especially Aim — to ground the framing. Writes: problem statement so solution-space can reuse framing, assumptions, and invalidation signal:

## Problem Statement
**Updated:** <timestamp>

[problem statement content]

If the section exists, replace it. If not, append after Aim section.

Position in Framework

Comes after: /aim and /problem-space (know where you're going and what terrain you're in). Leads to: /solution-space to explore approaches, or /dissent if the framing feels too easy. Can loop back from: /solution-space (if exploration reveals the problem is mis-framed).

平台分布

Codex

31.92%
按下载量换算183

Claude

29.78%
按下载量换算170

Cursor

18.45%
按下载量换算106

Gemini CLI

10.22%
按下载量换算58

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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