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Agent Skill · 研究检索

spec-driven-auto(规格驱动汽车)

spec-driven-auto 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-driven-auto 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 62,001。

总安装 343周安装 14GitHub Stars 公开资料未说明下载 111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-driven-auto(规格驱动汽车)
来源仓库:https://github.com/kw12121212/slim-spec-driven
仓库路径:skills/spec-driven-auto
安装命令:
npx skills add https://github.com/kw12121212/slim-spec-driven --skill spec-driven-auto
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/kw12121212/slim-spec-driven --skill spec-driven-auto

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。

spec-driven-auto 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。它可结合来源仓库、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。适用于需要根据关键词、任务场景或来源线索快速定位候选结果的场景。查找、检索和筛选相关信息的工具。

来源仓库内路径:skills/spec-driven-auto

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/kw12121212/slim-spec-driven --skill spec-drive…;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

spec-driven-auto 怎么安装?

在终端执行 npx skills add https://github.com/kw12121212/slim-spec-driven --skill spec-driven-auto。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

spec-driven-auto 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-driven-auto 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。

spec-driven-auto 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-driven-auto 用的人多吗?

公开数据是累计安装 343 次,近一周安装 14 次,下载 111 次。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-driven-auto 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
spec-driven-auto

规格驱动汽车 · 本页

343—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

You are running the full spec-driven workflow end-to-end for a single change.

Prerequisites

The .spec-driven/ directory must exist at the project root. Before proceeding, verify:

ls .spec-driven/

If this fails, the project is not initialized. Run /spec-driven-init first.

Steps

  1. Assess complexity — before doing anything, evaluate whether this change is suitable for the auto workflow:

- Read .spec-driven/config.yaml for project context - Read .spec-driven/specs/INDEX.md and relevant spec files to understand the current system - Read the codebase files that the change will likely touch — estimate the number of files, modules, and cross-cutting concerns involved - Reject if any of these are true: - The change touches more than 3 modules or packages - The change requires modifying more than ~10 files - The change involves database schema migrations - The change affects authentication, authorization, or payment flows - The change requires coordinating across multiple services or repositories - The scope is vague or open-ended (e.g. "refactor the codebase", "improve performance") - If rejected, explain why and suggest using the step-by-step workflow (/spec-driven-propose → /spec-driven-apply →...) instead - If suitable, proceed

  1. Propose — run /spec-driven-propose:

- Run node {{SKILL_DIR}}/scripts/spec-driven.js propose <name> - Fill all artifacts: proposal.md (with Unchanged Behavior), specs/ delta files, design.md, tasks.md (with ## Testing), questions.md (open questions) - Show the user a summary: scope, key decisions, task count, unchanged behaviors, and any open questions - Wait for explicit confirmation before proceeding — this is the only mandatory checkpoint - If questions.md has open questions, list them and ask the user to resolve them before confirming - If the user requests changes, apply them and re-confirm

  1. Apply — implement all tasks:

- Run node {{SKILL_DIR}}/scripts/spec-driven.js apply <name> to show task summary - Check questions.md for open - [] Q: entries — if any, ask the user and resolve before continuing - Work through each - [] task in order: read code, implement, verify Unchanged Behavior, mark - [x] - For ## Testing tasks: actually run the tests and confirm they pass - Run node {{SKILL_DIR}}/scripts/spec-driven.js apply <name> to confirm remaining === 0

  1. Verify — check completeness:

- Run node {{SKILL_DIR}}/scripts/spec-driven.js verify <name> - Then perform the rest of the /spec-driven-verify checks: task completion, open questions, implementation evidence, and spec alignment - Treat script errors plus any CRITICAL findings from those checks as blockers - If there are blockers you can safely fix, fix them automatically, then rerun both the script check and the verification pass - If any blocker cannot be auto-fixed: stop and ask the user - Re-read delta spec files and update them to match what was actually implemented

  1. Review — check code quality:

- Read every file changed by this change - Check: readability, security, error handling, performance, best practices, test quality - MUST FIX issues: fix them automatically, then re-review - If MUST FIX issues cannot be auto-fixed: stop and ask the user - SHOULD FIX and NITS: fix if straightforward, otherwise note in the final report

  1. Archive — close out the change:

- Confirm there are no incomplete tasks before archiving - List all delta files in specs/ and merge each into the corresponding main spec file - If changes/<name>/specs/ is empty, ask the user to confirm this change has no observable spec impact before continuing - Update .spec-driven/specs/INDEX.md if new spec files were created - Run node {{SKILL_DIR}}/scripts/spec-driven.js archive <name> - Report the final result: what was built, files changed, tests passing

Rules

  • The complexity check in Step 1 is mandatory — never skip it
  • The user confirmation in Step 2 is mandatory — never skip it
  • Additional confirmations are required whenever the workflow is blocked by unresolved questions or an empty delta-spec archive decision
  • All other steps run automatically unless blocked by an unresolvable issue
  • Follow all config.yaml rules (specs, change, code, test) throughout
  • If anything goes wrong mid-flow, stop and explain — do not silently continue
  • Mark tasks complete one at a time, not in bulk

平台分布

Codex

32.34%
按下载量换算36

Claude

31.44%
按下载量换算35

Cursor

17.72%
按下载量换算20

Gemini CLI

8.82%
按下载量换算10

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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