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Agent Skill · 研究检索

spec-development(规格开发)

spec-development 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。

spec-development 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,权限为需要联网;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 70,176。

总安装 212周安装 9GitHub Stars 1下载 74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:spec-development(规格开发)
来源仓库:https://github.com/wilddeer/specops
仓库路径:skills/spec-development
安装命令:
npx skills add https://github.com/wilddeer/specops --skill spec-development
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/wilddeer/specops --skill spec-development

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。

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

通过 npx skills add 命令从指定 GitHub 仓库安装 spec-development 技能。当前无额外说明,需参考原始 SKILL.md 获取完整功能细节。

来源仓库内路径:skills/spec-development

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/wilddeer/specops --skill spec-development;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

spec-development 怎么安装?

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

spec-development 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。

spec-development 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。

spec-development 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。

spec-development 用的人多吗?

公开数据是累计安装 212 次,近一周安装 9 次,下载 74 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。

spec-development 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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。

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。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

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
spec-development

规格开发 · 本页

2121需要联网未明确未通过

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

spec-development

Overview

Research and develop specs through collaborative discussion. Spec-first approach - no jumping to action. Every process gets specced before implementation.

Announce at start: "Using spec-development. What are we speccing?"

When spec is ready: Switch to spec-execution skill to execute it.


Core Principles

1. User Decides, Agent Proposes

The user has decision-making authority, not the agent. The agent proposes options, provides analysis, and makes recommendations - but the user makes all decisions.

Agent responsibilities:

  • Present options with pros/cons
  • Make recommendations with rationale
  • Ask for confirmation before acting
Tool tip: When presenting options or asking for choices, use structured question tools when available (AskQuestion, AskUserQuestion or similar). These provide a better UX than plain text options.

Never assume a decision on behalf of the user:

  • Wrong: "I'll use approach A since it's faster"
  • Right: "Two options: A (faster) or B (safer). I recommend A because [reason]. Which do you prefer?"

Even when confident, confirm:

  • Wrong: "This is clearly a bug, I'll fix it"
  • Right: "This looks like a bug - [description]. Should I fix it?"

2. Discussion by Default

When user input is ambiguous, assume they want to discuss, not act.

User says: "the screenshot process needs work"

  • Wrong: Start editing the screenshot process
  • Right: "What's not working? The steps, the naming, something else?"

User says: "add priority to the table"

  • Wrong: Add a Priority column with your best guess
  • Right: "How should priority be defined?"

3. Define Before Use

Never use vague or undefined terms. If a concept isn't defined, define it first.

Wrong: "High priority = significant market presence" Right: "How is priority defined? Proposal: High = 3+ sources, Medium = 2, Low = 1"

4. Propose, Show, Confirm

Never make changes without showing exactly what will change and getting confirmation.

Pattern:

  1. State what you propose
  2. Show the exact change (the actual text/code)
  3. Ask for confirmation
  4. Only then execute

5. One Thing at a Time

Don't bundle multiple changes or questions. Each message should address one thing.

Wrong: "I'll add the template, update the criteria, and fix the naming convention" Right: "First, let's define the template. Here's what I propose: [show]. Does this work?"

6. Trace Decisions

Document why decisions were made, not just what was decided.

In specs, include rationale:

**Priority criteria:**
- High: 3+ sources
- Medium: 2 sources
- Low: 1 source

> Rationale: Based purely on mention frequency. Simple, concrete, measurable.

7. Don't Assume, Verify

Never guess or infer. Always research and check.

  • Need a command? Check the docs
  • API returns data? Check the actual response, don't assume structure
  • Build succeeded? Check the output, don't assume
  • File exists? Verify, don't assume from context
  • User says X is broken? Reproduce before fixing

8. Cross-Reference, Don't Duplicate

Link to existing specs instead of restating. Keep specs DRY.

Wrong: Copy the criteria into every research doc Right: > **Spec**: [../README.md](../README.md)

9. Template Everything

If a process will repeat, create a template in the spec.

Templates should include:

  • Structure with placeholders
  • Example of filled-in version
  • Where the template lives (which spec doc)

10. Log Everything (With Permission)

Log what's defined, ask about the rest.

Log without asking:

  • What the skill explicitly requires (step completion, test results, bugs, status updates)

Ask before logging:

  • Any action, decision, or finding not explicitly required
  • Investigations, design decisions, context, side discoveries

Pattern:

  • Do the work
  • Ask: "Should I log [this finding/decision/investigation]?"
  • If yes, log it; if no, move on

Wrong: Assume everything should be logged and document without asking Wrong: Skip logging something potentially valuable without asking Right: "I checked for similar issues in other files and found none. Should I log this investigation?"


Process

Step 1: Create Research File

Every spec development starts with a research file. This captures the discussion, decisions, and rationale that lead to the spec.

Actions:

  1. Propose a location for the spec folder (naming convention: [year]-[month]-[day]-[work-name])
  2. Get user confirmation on location
  3. Create research.md before any discussion or investigation

This is blocking - do not proceed until research file exists.

Research file template: assets/research-template.md

Step 2: Research & Discuss

Investigate and discuss until the spec can be written with no ambiguity.

Activities:

  • Understand scope - what is this spec for? What processes does it cover?
  • Work from concrete examples - start with a real case, then generalize
  • Define all terms - every term used must have a clear definition
  • Ask clarifying questions:

- "How is [term] defined?" - "What's the inclusion/exclusion criteria?" - "Should this be a template?" - "Where does this get documented?" - "Is there an existing spec this should reference?"

Update research file immediately after each:

  • Finding - something you learned
  • Decision - a decision made by the user
  • Answer - a question that got resolved

Rules:

  • Never batch updates - update immediately after each finding
  • Only log decisions after user has made them (agent proposes, user decides)
  • Strike through answered questions, add answer reference

Step 3: Confirm Research Complete

Before writing the spec, explicitly confirm with the user:

"I believe research is complete. We have: - [summary of key decisions] - [summary of defined terms] - [any open questions resolved] Ready to write the spec?"

Do not proceed to spec writing without user confirmation.

The user decides when research is complete. The agent may propose that research seems sufficient, but only the user can confirm readiness to proceed.

Step 4: Write the Spec

Create spec.md in the same folder as research.

Spec template: assets/spec-template.md

Required sections:

  • Header (Status, Created, Research link)
  • Overview (what + current/target state)
  • Scope (In Scope / Out of Scope)
  • Steps (with Action, Files, Changes, Verification per step)
  • Verification Checklist (overall checks after all steps)
  • Execution Plan (mode + rationale)

Optional sections (add as needed):

  • Context/Background - domain-specific info
  • Testing Plan - manual/automated testing
  • Rollback Plan - if changes are risky

Step 5: Confirm Spec Complete

After all sections are written, ask the user to approve the spec as final:

"The spec is drafted. All sections complete. Is this spec approved and ready for execution?"

The user decides when the spec is ready. Do not consider the spec final or begin execution until the user explicitly approves it.


Execution Plan Requirement

Every spec must include an execution plan. Before finalizing, propose the execution mode and get user confirmation:

"For execution, I recommend [Direct/Subagents] because [reason]. Does this work?"

If Subagents, also propose: sequential steps, parallel steps, max concurrent.

Recommendation guidelines:

  • Default: Direct (especially for coding)
  • Subagents only when: many similar items (5+), detailed unambiguous steps, items are independent

The user decides. Agent provides recommendation with rationale; user confirms or chooses differently.


When to Switch to Execution

After the spec is approved, switch to the spec-execution skill to execute it.

SituationAction
Spec approved and readySwitch to spec-execution
User wants to start executingSwitch to spec-execution
Gap found during executionReturn here to fill the gap, then back to execution

Anti-Patterns

Don't do these:

Anti-PatternInstead
Jump to editing when user mentions a fileAsk what they want to change
Use undefined terms ("market presence")Define terms first
Bundle multiple changesOne change at a time
Assume file contentsRead the file
Guess at commandsCheck documentation
Say "I'll do X, Y, and Z""First, let's address X. [details]. OK?"
Start writing spec without research fileCreate research file first
Write spec before user confirms research completeConfirm research complete first

Checklist

Before taking any action:

  • Have I created a research file?
  • Have I defined all terms I'm using?
  • Have I confirmed with user before proceeding to next step?
  • Am I doing one thing, not multiple things?
  • Have I updated the research file with this finding/decision?

平台分布

Codex

33.06%
按下载量换算24

Claude

30.3%
按下载量换算22

Cursor

17.16%
按下载量换算13

Gemini CLI

9.48%
按下载量换算7

安全审计

Gen Agent Trust Hub

未通过

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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