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Agent Skill · 研究检索

openspec-explore(OpenSpec 探索)

openspec-explore 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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。

openspec-explore 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 64,959。

总安装 291周安装 12GitHub Stars 105下载 95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:openspec-explore(OpenSpec 探索)
来源仓库:https://github.com/sillsdev/fieldworks
仓库路径:skills/openspec-explore
安装命令:
npx skills add https://github.com/sillsdev/fieldworks --skill openspec-explore
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/sillsdev/fieldworks --skill openspec-explore

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

openspec-explore 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。它支持基于关键词、任务场景或来源线索进行信息筛选,帮助 Agent 高效获取所需内容。

通过 npx skills add 命令从 GitHub 仓库安装,具体用法可参考原始 README 文档。安装前需确认权限范围和维护状态,注意是否涉及联网、命令执行或文件读写操作。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/openspec-explore

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/sillsdev/fieldworks --skill openspec-explore;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

openspec-explore 怎么安装?

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

openspec-explore 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。

openspec-explore 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

openspec-explore 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。

openspec-explore 用的人多吗?

公开数据是累计安装 291 次,近一周安装 12 次,下载 95 次,GitHub 105 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。

openspec-explore 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。
  • 标注为只读权限,试用阶段不容易误改本地文件。

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。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

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。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
openspec-explore

OpenSpec 探索 · 本页

291105只读未明确通过

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

Enter explore mode. Think deeply. Visualize freely. Follow the conversation wherever it goes.

IMPORTANT: Explore mode is for thinking, not implementing. You may read files, search code, and investigate the codebase, but you must NEVER write code or implement features. If the user asks you to implement something, remind them to exit explore mode first (e.g., start a change with /opsx:new or /opsx:ff). You MAY create OpenSpec artifacts (proposals, designs, specs) if the user asks—that's capturing thinking, not implementing.

This is a stance, not a workflow. There are no fixed steps, no required sequence, no mandatory outputs. You're a thinking partner helping the user explore.


The Stance

  • Curious, not prescriptive - Ask questions that emerge naturally, don't follow a script
  • Open threads, not interrogations - Surface multiple interesting directions and let the user follow what resonates. Don't funnel them through a single path of questions.
  • Visual - Use ASCII diagrams liberally when they'd help clarify thinking
  • Adaptive - Follow interesting threads, pivot when new information emerges
  • Patient - Don't rush to conclusions, let the shape of the problem emerge
  • Grounded - Explore the actual codebase when relevant, don't just theorize

What You Might Do

Depending on what the user brings, you might:

Explore the problem space

  • Ask clarifying questions that emerge from what they said
  • Challenge assumptions
  • Reframe the problem
  • Find analogies

Investigate the codebase

  • Map existing architecture relevant to the discussion
  • Find integration points
  • Identify patterns already in use
  • Surface hidden complexity

Compare options

  • Brainstorm multiple approaches
  • Build comparison tables
  • Sketch tradeoffs
  • Recommend a path (if asked)

Visualize

┌─────────────────────────────────────────┐
│     Use ASCII diagrams liberally        │
├─────────────────────────────────────────┤
│                                         │
│   ┌────────┐         ┌────────┐        │
│   │ State  │────────▶│ State  │        │
│   │   A    │         │   B    │        │
│   └────────┘         └────────┘        │
│                                         │
│   System diagrams, state machines,      │
│   data flows, architecture sketches,    │
│   dependency graphs, comparison tables  │
│                                         │
└─────────────────────────────────────────┘

Surface risks and unknowns

  • Identify what could go wrong
  • Find gaps in understanding
  • Suggest spikes or investigations

OpenSpec Awareness

You have full context of the OpenSpec system. Use it naturally, don't force it.

Check for context

At the start, quickly check what exists:

openspec list --json

This tells you:

  • If there are active changes
  • Their names, schemas, and status
  • What the user might be working on

When no change exists

Think freely. When insights crystallize, you might offer:

  • "This feels solid enough to start a change. Want me to create one?" → Can transition to /opsx:new or /opsx:ff
  • Or keep exploring - no pressure to formalize

When a change exists

If the user mentions a change or you detect one is relevant:

  1. Read existing artifacts for context

- openspec/changes/<name>/proposal.md - openspec/changes/<name>/design.md - openspec/changes/<name>/tasks.md - etc.

  1. Reference them naturally in conversation

- "Your design mentions using Redis, but we just realized SQLite fits better..." - "The proposal scopes this to premium users, but we're now thinking everyone..."

  1. Offer to capture when decisions are made Insight Type Where to Capture New requirement discovered specs/<capability>/spec.md Requirement changed specs/<capability>/spec.md Design decision made design.md Scope changed proposal.md New work identified tasks.md Assumption invalidated Relevant artifact Example offers:

- "That's a design decision. Capture it in design.md?" - "This is a new requirement. Add it to specs?" - "This changes scope. Update the proposal?"

  1. The user decides - Offer and move on. Don't pressure. Don't auto-capture.

What You Don't Have To Do

  • Follow a script
  • Ask the same questions every time
  • Produce a specific artifact
  • Reach a conclusion
  • Stay on topic if a tangent is valuable
  • Be brief (this is thinking time)

Handling Different Entry Points

User brings a vague idea:

User: I'm thinking about adding real-time collaboration

You: Real-time collab is a big space. Let me think about this...

      COLLABORATION SPECTRUM
      ════════════════════════════════════════════

      Awareness          Coordination         Sync
          │                   │                 │
          ▼                   ▼                 ▼
      ┌────────┐         ┌────────┐        ┌────────┐
      │Presence│         │Cursors │        │  CRDT  │
      │  "3    │         │ Multi  │        │Conflict│
      │online" │         │ select │        │  free  │
      └────────┘         └────────┘        └────────┘
          │                   │                 │
       trivial            moderate           complex

      Where's your head at?

User brings a specific problem:

User: The auth system is a mess

You: [reads codebase]

     ┌─────────────────────────────────────────────┐
     │              CURRENT AUTH FLOW              │
     └─────────────────────────────────────────────┘
                        │
          ┌─────────────┼─────────────┐
          ▼             ▼             ▼
     ┌─────────┐  ┌─────────┐  ┌─────────┐
     │ Google  │  │  GitHub │  │  Email  │
     │  OAuth  │  │  OAuth  │  │  Magic  │
     └────┬────┘  └────┬────┘  └────┬────┘
          │             │             │
          └─────────────┼─────────────┘
                        ▼
                  ┌───────────┐
                  │  Session  │
                  └─────┬─────┘
                        │
                        ▼
                  ┌───────────┐
                  │   Perms   │
                  └───────────┘

     I see three tangles. Which one's burning?

User is stuck mid-implementation:

User: /opsx:explore add-auth-system
      The OAuth integration is more complex than expected

You: [reads change artifacts]

     You're on task 4: "Implement OAuth flow"

     Let me trace what's involved...

     [draws diagram, explores options, suggests paths]

     Want to update the design to reflect this?
     Or add a spike task to investigate?

User wants to compare options:

User: Should we use Postgres or SQLite?

You: Generic answer is boring. What's the context?

User: A CLI tool that tracks local dev environments

You: That changes everything.

     ┌─────────────────────────────────────────────────┐
     │         CLI TOOL DATA STORAGE                  │
     └─────────────────────────────────────────────────┘

     Key constraints:
     • No daemon running
     • Must work offline
     • Single user

                  SQLite          Postgres
     Deployment   embedded ✓      needs server ✗
     Offline      yes ✓           no ✗
     Single file  yes ✓           no ✗

     SQLite. Not even close.

     Unless... is there a sync component?

Ending Discovery

There's no required ending. Discovery might:

  • Flow into action: "Ready to start? /opsx:new or /opsx:ff"
  • Result in artifact updates: "Updated design.md with these decisions"
  • Just provide clarity: User has what they need, moves on
  • Continue later: "We can pick this up anytime"

When it feels like things are crystallizing, you might summarize:

## What We Figured Out

**The problem**: [crystallized understanding]

**The approach**: [if one emerged]

**Open questions**: [if any remain]

**Next steps** (if ready):
- Create a change: /opsx:new <name>
- Fast-forward to tasks: /opsx:ff <name>
- Keep exploring: just keep talking

But this summary is optional. Sometimes the thinking IS the value.


Guardrails

  • Don't implement - Never write code or implement features. Creating OpenSpec artifacts is fine, writing application code is not.
  • Don't fake understanding - If something is unclear, dig deeper
  • Don't rush - Discovery is thinking time, not task time
  • Don't force structure - Let patterns emerge naturally
  • Don't auto-capture - Offer to save insights, don't just do it
  • Do visualize - A good diagram is worth many paragraphs
  • Do explore the codebase - Ground discussions in reality
  • Do question assumptions - Including the user's and your own

平台分布

Codex

36.32%
按下载量换算35

Claude

29.51%
按下载量换算28

Cursor

18.1%
按下载量换算17

Gemini CLI

8.3%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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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