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Agent Skill · 研究检索

spec-driven(规格驱动)

spec-driven 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 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,第三方扫描已通过,按安装量在研究检索类的 73,674 个 Skill 里排第 71,089。

总安装 196周安装 8GitHub Stars 2下载 63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(规格驱动)
来源仓库:https://github.com/b12consulting/skills
仓库路径:skills/spec-driven
安装命令:
npx skills add https://github.com/b12consulting/skills --skill spec-driven
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/b12consulting/skills --skill spec-driven

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 Development 方法论要求所有需求与决策记录在 specs/ 文件夹作为唯一真相源。适用于强调协作透明、变更可追溯的项目,尤其是人类与 AI 协同开发的场景。配套四技能协同工作:初始化项目结构、创建与管理 tickets、审计规格健康度。

若缺少任一关联技能,可能导致流程断裂或文档不一致,建议同步部署全套工具。该模式强制结构化表达,不适合偏好自由探索或非确定性强的创意类任务。

来源仓库内路径:skills/spec-driven

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/b12consulting/skills --skill spec-driven;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-driven 怎么安装?

在终端执行 npx skills add https://github.com/b12consulting/skills --skill spec-driven。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

spec-driven 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 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-driven 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 用的人多吗?

公开数据是累计安装 196 次,近一周安装 8 次,下载 63 次,GitHub 2 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-driven 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-driven

规格驱动 · 本页

1962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

Spec-Driven Development

A methodology for collaborative human-agent project management where all requirements, decisions, and work are documented in a specs/ folder that serves as the project's single source of truth.

Skill Dependencies

This skill is part of a set of four skills designed to work together:

SkillPurpose
spec-driven (this skill)Methodology reference — structure, formats, rules
specs-setupInitialize specs/ for a new project
specs-ticketsCreate and execute tickets through their lifecycle
specs-reviewAudit specs health, consistency, and drift

If any of these skills are missing from the project, instruct the user to install them before proceeding:

npx skills add b12consulting/skills --skill <missing_skill>

Core Principles

  1. Specs are the ground truth. When code and specs disagree, the specs win. Either update the code or create an ADR to change the specs.
  2. Decisions are recorded. Every change to Vision, PRD, Goals, or Architecture is documented with an Architecture Decision Record.
  3. Work is traceable. Every ticket captures research, requirements, plans, and tasks so future contributors understand not just WHAT was built but WHY.
  4. Humans decide, agents execute and propose. Agents can research, draft specs, plan, and implement — but key decisions (scope, architecture, trade-offs) require human confirmation.
  5. Progressive documentation. Create documents when needed, not proactively. A small bug fix doesn't need Research.md.

Truth Hierarchy

When documents conflict, the higher-level document takes precedence:

Vision.md > PRD.md / Goals.md > Architecture/ > Ticket Spec.md > Ticket Plan.md > Ticket Tasks.md

Conflicts must be resolved by either:

  • Creating an ADR and updating the higher-level document
  • Creating a ticket to fix the lower-level document or code

Folder Structure

specs/
├── README.md                    # Project dashboard and navigation
├── Vision.md                    # WHY — vision, problem statement, target audience
├── PRD.md                       # WHAT — functional and non-functional requirements
├── Goals.md                     # HOW WE MEASURE — success metrics, KPIs, milestones
├── Glossary.md                  # Domain vocabulary
├── Changelog.md                 # What shipped and when
├── Architecture/                # Architecture documentation (always a folder)
│   ├── README.md                # Architecture overview (entry point)
│   └── <topic>.md               # Sub-documents split by concern
├── decisions/                   # Architecture Decision Records
│   ├── ADR-001-<title>.md
│   └── ...
└── tickets/                     # Work items
    └── <NNN>-<slug>/            # e.g., 001-user-auth/
        ├── README.md            # Ticket metadata and summary
        ├── Research.md          # Investigation findings (optional)
        ├── Spec.md              # Requirements and acceptance criteria
        ├── Plan.md              # Implementation approach (optional)
        ├── Tasks.md             # Task checklist
        ├── Dependencies.md      # Cross-ticket dependencies (optional)
        ├── Decisions.md         # Open questions and resolved decisions (optional)
        └── Journal.md           # Process record (optional)

Project-Level Documents

DocumentPurposeRequired
README.mdProject dashboard. Status, active tickets, recent ADRs, navigation. Read this first in every conversation.Always
Vision.mdWHY — Vision statement, problem statement, target audience and personas. Rarely changes.Always
PRD.mdWHAT — Functional requirements, non-functional requirements, scope, assumptions & constraints. Traditional PRD scope.Always
Goals.mdHOW WE MEASURE — Success metrics, KPIs, milestones. Reviewed periodically.Always
Architecture/README.mdHOW IT'S BUILT — System overview, components, tech stack, constraints. Links to sub-documents.Always
Glossary.mdDomain terms and definitions. Keeps language consistent across all documents.Always
Changelog.mdShipped changes in reverse chronological order.Always
ADR-NNN-<title>.mdRecords a decision that changed Vision, PRD, Goals, or Architecture.Per decision

Ticket-Level Documents

DocumentPurposeRequired
README.mdTicket metadata (status, owner, dates, Jira link) and one-paragraph summary.Per ticket
Research.mdInvestigation findings, options considered, feasibility.When research was done
Spec.mdThe contract: user stories, acceptance criteria, scope boundaries.Per ticket
Plan.mdImplementation strategy — high-level approach, key design decisions, risks.At planning phase
Tasks.mdConcrete task breakdown with checkboxes.At task definition phase
Dependencies.mdWhat this ticket blocks or is blocked by.When dependencies exist
Decisions.mdQuestions raised and decisions made. Open questions at the top, resolved decisions at the bottom. Becomes a decision record once all questions are answered.When decisions arise
Journal.mdChronological record of key decisions, pivots, and process. Not a chat transcript.For non-trivial tickets

For complete document templates, see templates.md.

Architecture Folder Guidelines

The Architecture/ folder starts with a single README.md as the entry point. Keep architecture documentation high-level and navigable:

  • Start with README.md. It alone is sufficient for most projects.
  • Split when a section exceeds ~200 lines or covers a distinct concern (data model, API contracts, infrastructure).
  • New files go alongside README.md and are linked from it (e.g., data-model.md, api-contracts.md).
  • Never nest deeper than one level within Architecture/. If you need sub-folders, the architecture docs are too detailed — summarize and elevate.
  • Keep each file focused on one architectural concern.

Ticket Naming

Tickets use sequential numbering with a descriptive slug:

<NNN>-<slug>/
  • NNN: Three-digit sequential number, zero-padded (001, 002,...).
  • slug: Lowercase, hyphen-separated description (e.g., user-auth, search-api).
  • The Jira issue key is stored in the ticket's README.md frontmatter, not in the folder name.
  • To determine the next number, scan existing ticket folders and increment the highest by one.

Ticket README Frontmatter

Every ticket has a README.md with this frontmatter:

---
id: "<NNN>"
title: "<Descriptive title>"
status: research | specifying | open-questions | planned | in-progress | done | archived
jira: "" # Optional: Jira issue key (e.g., YAI-042)
owner: "" # Who is responsible
created: YYYY-MM-DD
updated: YYYY-MM-DD
---

Status values:

StatusMeaning
researchInvestigating the problem space
specifyingWriting or refining the spec
open-questionsBlocked on decisions the user must make
plannedPlan and/or tasks defined, ready for implementation
in-progressImplementation underway
doneAll acceptance criteria met, work complete
archivedTicket closed without completion. The reason for archival (superseded, cancelled, etc.) must be documented clearly in the ticket's README.md body.

Ticket Lifecycle

Research → Specify → Plan → Define Tasks → Implement → Done
PhaseFiles ProducedRequires User Validation
ResearchResearch.mdNo (user may review)
SpecifySpec.md, Decisions.md, Dependencies.mdYes — user must validate Spec.md
PlanPlan.mdYes — user must confirm Plan.md
Define TasksTasks.mdYes — user must validate Tasks.md
ImplementCode + testsPer task as appropriate
DoneUpdate README.md status, Changelog.mdYes — user confirms completion

Any participant (human or agent) can execute any phase. The lifecycle defines the *order*, not who does what. The user may write the spec themselves, or the agent may do the research. Flexibility is expected.

Drift Detection

At the start of every conversation on a project with specs/:

  1. Read specs/README.md, then Vision.md, PRD.md, Goals.md, and Architecture/README.md.
  2. If the current code or task contradicts these documents, alert the user immediately.
  3. Resolution options:

- Create an ADR to update the specs (if the code is right and specs are outdated) - Create a ticket to fix the code (if the specs are right and code has drifted)

ADR Trigger Rules

Create an Architecture Decision Record when:

  • A requirement in Vision.md, PRD.md, or Goals.md changes
  • The architecture is modified (new component, technology change, pattern shift)
  • A ticket implementation reveals that specs need updating
  • A significant decision is made that future contributors should understand

ADR Format

# ADR-NNN: <Title>

**Status**: Proposed | Accepted | Deprecated | Superseded by ADR-NNN
**Date**: YYYY-MM-DD
**Ticket**: <link to related ticket, if any>

## Context

What situation or problem prompted this decision?

## Decision

What did we decide?

## Consequences

What are the trade-offs? What becomes easier? What becomes harder?

Operational Standards Check

If the project lacks coding standards (e.g., .instructions.md, CLAUDE.md, copilot-instructions.md), prompt the user to create them before starting any implementation work. Coding standards define HOW to build; specs define WHAT to build. Both are required.

Coding standards live in their respective configuration files — not in specs/.

平台分布

Codex

32.92%
按下载量换算21

Claude

30.32%
按下载量换算19

Cursor

19.72%
按下载量换算12

Gemini CLI

10.16%
按下载量换算6

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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