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Agent Skill · 研究检索

prd-master(珠三角硕士)

prd-master 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。

prd-master 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;许可证为 MIT,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 33,257。

总安装 2,376周安装 101GitHub Stars 28下载 832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
MIT

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:prd-master(珠三角硕士)
来源仓库:https://github.com/majiayu000/claude-arsenal
仓库路径:skills/prd-master
安装命令:
npx skills add https://github.com/majiayu000/claude-arsenal --skill prd-master
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/majiayu000/claude-arsenal --skill prd-master

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 中快速定位候选结果。适用于根据关键词、任务场景或来源线索进行信息检索的场景。通过 npx skills add 命令从指定 GitHub 仓库安装使用。建议确认权限范围和维护状态,注意是否触发联网或文件读写操作。

prd-master 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/prd-master

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/majiayu000/claude-arsenal --skill prd-master;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

prd-master 怎么安装?

在终端执行 npx skills add https://github.com/majiayu000/claude-arsenal --skill prd-master。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

prd-master 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。

prd-master 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。

prd-master 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

prd-master 用的人多吗?

公开数据是累计安装 2,376 次,近一周安装 101 次,下载 832 次,GitHub 28 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。

prd-master 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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 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

  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
prd-master

珠三角硕士 · 本页

2,37628需要联网MIT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

PRD Master

Core Principles

  • Living Document — PRDs evolve throughout product lifecycle
  • Stakeholder Collaboration — Early involvement prevents late rework
  • Measurable Goals — Replace vague with quantifiable targets
  • Focused yet Flexible — Lean structure enables adaptation
  • Problem-First — Define the problem before jumping to solutions
  • User-Centered — Ground decisions in user research and data

Hard Rules (Must Follow)

These rules are mandatory. Violating them means the skill is not working correctly.

No Vague Metrics

All metrics and requirements must be quantifiable. Vague descriptions are forbidden.

❌ FORBIDDEN:
- "The app should be fast"
- "Support many users"
- "Good user experience"
- "The system should be reliable"
- "Easy to use interface"

✅ REQUIRED:
- "Page load time < 2s on 4G, < 500ms on WiFi (P95)"
- "Support 10,000 concurrent users with 99.9% uptime"
- "NPS > 50, Task completion rate > 85%"
- "99.9% availability, MTTR < 1 hour"
- "User can complete checkout in < 3 clicks"

Problem Before Solution

Never propose a solution without clearly defining the problem first.

❌ FORBIDDEN:
"We should add a search bar to the navigation"

✅ REQUIRED:
"Problem: Users can't find products quickly (40% exit rate on catalog).
They need a way to filter 1000+ products by attributes.
Proposed solutions: search bar, smart filters, AI recommendations."

INVEST-Compliant Stories

All user stories must pass the INVEST criteria checklist.

❌ FORBIDDEN:
- Dependent stories that can't be delivered independently
- Stories without acceptance criteria
- Stories too large to complete in one sprint
- Stories without clear user value

✅ REQUIRED:
- [ ] Independent — Can be delivered alone
- [ ] Negotiable — Details can be discussed
- [ ] Valuable — Clear user/business value
- [ ] Estimable — Team can estimate effort
- [ ] Small — Fits in one sprint
- [ ] Testable — Has acceptance criteria

Quick Reference

When to Use What

ScenarioApproachTool/Framework
Feature prioritizationScoring modelRICE, ICE
Release planningMust/Should/Could/Won'tMoSCoW
Customer satisfactionDelight vs basicsKano Model
Sprint planningUser stories + BDDGiven-When-Then
Complex requirementsTraditional PRDFull template
Agile iterationLean requirementsUser stories + acceptance criteria

PRD Structure

Essential Components

## 1. Executive Summary
- Problem statement (2-3 sentences)
- Proposed solution (1-2 sentences)
- Success metrics (3-5 key metrics)

## 2. Context & Background
- Why now? Market opportunity or user pain
- Strategic alignment with company goals
- What happens if we don't build this?

## 3. Goals & Success Metrics
- Business objectives (revenue, retention, growth)
- User objectives (satisfaction, engagement)
- Success criteria (quantifiable targets)

## 4. Target Users & Personas
- Primary users (who benefits most?)
- Secondary users (indirect beneficiaries)
- User needs, pain points, motivations
- Jobs to be done

## 5. User Stories & Use Cases
- Core user flows
- Edge cases and error scenarios
- Integration with existing features

## 6. Requirements
- Functional requirements (what it does)
- Non-functional requirements (performance, security)
- Acceptance criteria (how we verify)

## 7. Out of Scope
- What we're explicitly NOT building
- Future considerations for later phases

## 8. Design & UX
- Link to design files (Figma, etc.)
- Key design decisions
- Accessibility requirements (WCAG 2.2 AA)

## 9. Technical Considerations
- Architecture overview
- Dependencies and integrations
- Data model changes
- API contracts

## 10. Rollout & Launch Plan
- Phased rollout strategy
- Feature flags and A/B tests
- Monitoring and alerts
- Rollback plan

## 11. Open Questions & Risks
- Unknowns requiring research
- Technical risks and mitigations
- Dependencies on other teams

User Story Writing

Standard Format

As a [persona/role],
I want to [action/goal],
So that [benefit/value].

The Three C's

Card          — Brief description on index card
              → Captures essence, not details
              → Placeholder for conversation

Conversation  — Discussion between team members
              → Explore edge cases
              → Clarify assumptions
              → Uncover hidden requirements

Confirmation  — Acceptance criteria
              → Defines "done"
              → Testable conditions
              → Given-When-Then format

INVEST Criteria

Independent   — Story stands alone, minimal dependencies
Negotiable    — Details emerge through conversation
Valuable      — Delivers value to users or business
Estimable     — Team can estimate effort
Small         — Completable within one sprint
Testable      — Clear acceptance criteria

Examples

## Good User Stories

### Feature: Password Reset
As a user who forgot my password,
I want to reset it via email,
So that I can regain access to my account without contacting support.

**Acceptance Criteria:**
- Given I'm on the login page
- When I click "Forgot Password"
- Then I see a form requesting my email address

- Given I've entered my registered email
- When I submit the form
- Then I receive a password reset link within 2 minutes

- Given I click the reset link within 24 hours
- When I set a new password (min 8 chars, 1 number, 1 symbol)
- Then I'm logged in automatically

### Feature: Bulk Upload
As a content manager,
I want to upload multiple products via CSV,
So that I can save time compared to manual entry.

**Acceptance Criteria:**
- Given I'm on the products page
- When I click "Bulk Upload" and select a CSV file
- Then the system validates the file format (max 10MB, .csv only)

- Given the CSV has 1000 rows
- When I start the upload
- Then I see a progress bar showing completion percentage

- Given the upload completes
- When I view the results
- Then I see: success count, error count, downloadable error report

Common Mistakes

❌ Too technical
"As a user, I want the API to return a 200 status code"
→ Focus on user benefit, not implementation

❌ Too vague
"As a user, I want the system to be fast"
→ Define measurable performance targets

❌ Missing the "so that"
"As a user, I want to filter products by price"
→ Add the value: "so that I can find items within my budget"

❌ Too large (Epic)
"As a user, I want a complete e-commerce checkout experience"
→ Break into smaller stories: cart, address, payment, confirmation

Acceptance Criteria

Given-When-Then (BDD Format)

Given [precondition/context]
When [action/trigger]
Then [expected outcome]

And [additional context/outcome]

Best Practices

✓ Keep scenarios focused (one behavior per scenario)
✓ Maintain clear separation of Given/When/Then
✓ Avoid UI-specific details (test behavior, not implementation)
✓ Make criteria testable and measurable
✓ Include both happy path and edge cases
✓ Use real user interactions, not hypothetical

Examples

## E-commerce Checkout

Scenario: Successful payment with saved card
  Given I have items in my cart
  And I'm logged in with a saved payment method
  When I click "Place Order"
  Then I see an order confirmation page
  And I receive a confirmation email within 2 minutes
  And my cart is emptied

Scenario: Payment declined
  Given I'm at the payment step
  When I submit payment and the card is declined
  Then I see an error message: "Payment declined. Please try another card."
  And I remain on the payment page
  And my cart items are preserved

Scenario: Session timeout during checkout
  Given I've been idle for 30 minutes
  When I attempt to place an order
  Then I'm redirected to login
  And my cart items are preserved after re-authentication

## Search Feature

Scenario: Search with results
  Given I'm on the homepage
  When I search for "laptop"
  Then I see results within 500ms
  And results are ranked by relevance
  And I see result count: "Showing 1-20 of 156 results"

Scenario: Search with no results
  Given I'm on the search page
  When I search for "xyznonexistent"
  Then I see "No results found for 'xyznonexistent'"
  And I see search suggestions or alternative queries

Alternative Format: Checklist

For simpler features, use a checklist:

## File Upload Acceptance Criteria
- [ ] Supports formats: PDF, DOCX, XLSX (max 10MB each)
- [ ] Shows upload progress bar
- [ ] Displays file name and size after upload
- [ ] Allows removal of uploaded files
- [ ] Shows error message for unsupported formats
- [ ] Shows error message for files exceeding size limit
- [ ] Scans files for malware before processing
- [ ] Works on mobile (iOS Safari, Android Chrome)

Prioritization Frameworks

RICE Scoring

RICE Score = (Reach × Impact × Confidence) / Effort

Reach      — How many users affected per time period?
             (users/quarter, transactions/month)
Impact     — How much does it improve their experience?
             3 = Massive, 2 = High, 1 = Medium, 0.5 = Low, 0.25 = Minimal
Confidence — How certain are we?
             100% = High data, 80% = Medium, 50% = Low
Effort     — Person-months required
             (engineering + design + PM time)

Example:

FeatureReachImpactConfidenceEffortRICE Score
Password reset5000/month3100%115,000
Dark mode10000/month0.580%22,000
Export to PDF500/month250%0.51,000

When to use: Managing many ideas, need quantitative comparison, have user data.


ICE Scoring

ICE Score = (Impact + Confidence + Ease) / 3

Impact     — 1-10: How much business/user value?
Confidence — 1-10: How certain are we?
Ease       — 1-10: How easy to implement? (10 = very easy)

Example:

FeatureImpactConfidenceEaseICE Score
One-click login9867.7
AI recommendations10536.0
Email notifications6998.0

When to use: Quick prioritization, weekly grooming, growth experiments, speed over precision.


MoSCoW Method

Must Have      — Critical for launch, non-negotiable
                 Without this, the product fails

Should Have    — Important but not vital
                 Painful to omit, but workarounds exist

Could Have     — Nice to have, "vitamins not painkillers"
                 Include if time/resources allow

Won't Have     — Explicitly out of scope
                 Defer to future releases

Example: MVP E-commerce Site

Must HaveShould HaveCould HaveWon't Have
Product listingProduct reviewsWishlistAR try-on
Shopping cartRelated productsGift wrappingLive chat
CheckoutOrder trackingDiscount codesLoyalty program
Payment (Stripe)Email receiptsSocial sharingMobile app
User accountsGuest checkoutProduct comparisonSubscriptions

When to use: Sprint planning, MVP scoping, release boundaries, stakeholder alignment.


Kano Model

Basic Needs       — Must-haves, assumed by users
                    Absence = dissatisfaction, presence = neutral
                    Example: Website loads, checkout works

Performance       — More is better, linear satisfaction
                    Example: Faster page load, more payment options

Delighters        — Unexpected features that wow
                    Absence = neutral, presence = delight
                    Example: Free shipping, personalized recommendations

Indifferent       — Users don't care either way
                    Example: Animated logo, theme customization

When to use: Customer-driven decisions, balancing basics vs innovation, UX improvements.

Process:

  1. Survey users with paired questions:

- "How would you feel if we HAD feature X?" - "How would you feel if we DIDN'T have feature X?"

  1. Categorize responses: Basic, Performance, Delighter, Indifferent
  2. Prioritize: Cover basics first, then performance, then delighters

Hybrid Approach

Best practice: Combine frameworks

1. Use MoSCoW to define release scope
   → Separate must-haves from nice-to-haves

2. Use RICE to rank must-haves
   → Sequence within release based on impact

3. Use Kano to ensure balance
   → Don't over-invest in basics, under-invest in delight

Example:
- All "Must Have" items → Score with RICE → Build in RICE order
- Validate with Kano → Ensure we have delighters, not just basics

Agile Requirements Management

Backlog Structure

Initiatives    — Large strategic bets (12-24 months)
                 Example: "Expand to enterprise market"

Epics          — Major features (3-6 months)
                 Example: "SSO and enterprise authentication"

Stories        — User-facing functionality (1-2 weeks)
                 Example: "SAML login for enterprise users"

Tasks          — Technical implementation (1-3 days)
                 Example: "Set up SAML provider integration"

Bugs           — Defects to fix (varies)
                 Example: "Login fails on Safari 17"

Backlog Refinement

Cadence: Weekly, 1 hour, mid-sprint

Activities:
1. Groom upcoming stories
   - Add acceptance criteria
   - Break down large stories
   - Clarify unknowns

2. Estimate effort
   - Planning poker or t-shirt sizes
   - Identify technical risks

3. Prioritize
   - Apply RICE/MoSCoW
   - Consider dependencies

4. Definition of Ready
   - [ ] User story is clear
   - [ ] Acceptance criteria defined
   - [ ] Dependencies identified
   - [ ] Designs available (if needed)
   - [ ] Estimated by team
   - [ ] No blocking questions

Requirements Traceability

For regulated industries (healthcare, finance):

Requirement ID → User Story → Test Case → Implementation

Example:
REQ-AUTH-001: "System shall enforce 2FA for admin users"
  ↓
US-123: "As an admin, I want 2FA to secure my account"
  ↓
TEST-456: "Verify admin cannot login without 2FA code"
  ↓
PR-789: Implementation in auth-service

Use tools: Jira, Azure DevOps, Modern Requirements

Writing Best Practices

Be Specific and Quantifiable

❌ Vague: "The app should be fast"
✓ Specific: "Page load time < 2s on 4G, < 500ms on WiFi (p95)"

❌ Vague: "The product should be lightweight"
✓ Specific: "Weight < 500g including battery and accessories"

❌ Vague: "Support many users"
✓ Specific: "Handle 10,000 concurrent users with 99.9% uptime"

Focus on Problem, Not Solution

❌ Solution-focused:
"Add a search bar to the navigation menu"

✓ Problem-focused:
"Users can't find products quickly (exit rate 40% on catalog page).
They need a way to filter 1000+ products by attributes."

→ This allows the team to explore multiple solutions:
  - Search bar
  - Smart filters
  - Category navigation
  - AI recommendations

Include Context and Rationale

For each decision, explain WHY:

"We're building password reset via email (not SMS) because:
- 95% of users have verified email (only 60% have phone)
- Email is free, SMS costs $0.02 per message
- Competitors (Stripe, GitHub) use email
- SMS has security concerns (SIM swapping)"

Keep it Concise

Use short paragraphs, bullet points, tables

❌ Wall of text:
"The user authentication system should support multiple authentication
methods including email and password which is the default method that
most users will use but we should also support social login via Google
and GitHub which are commonly requested features and will reduce friction
during signup and we should also consider adding two-factor authentication
for security..."

✓ Structured:
**Authentication Methods:**
- Email + Password (default, 80% of users)
- Social login (Google, GitHub)
- Two-factor authentication (optional, security-conscious users)

**Rationale:**
- Reduce signup friction (social login)
- Support security best practices (2FA)
- Follow industry standards

Collaboration & Tools

Modern PRD Tools

ToolBest ForIntegration
NotionCustomizable templates, collaborationSlack, GitHub
ConfluenceEnterprise, Jira integrationJira, BitBucket
ProductboardUser feedback integration, roadmapsJira, Intercom
LinearEngineering-focused, fast workflowGitHub, Slack
CodaInteractive docs, automation3000+ integrations
Google DocsSimple, universal accessDrive, Sheets

Version Control

✓ Use versioning: v1.0, v1.1, v2.0
✓ Track changes with comments
✓ Maintain changelog at top of doc
✓ Lock old versions (read-only)
✓ Link to source of truth (Figma, GitHub)

Example Changelog:
---
## Changelog
**v2.1** (2025-03-15)
- Added SAML authentication requirement
- Updated success metrics based on A/B test results

**v2.0** (2025-03-01)
- Simplified scope after engineering review
- Removed SMS authentication (moved to v3)

**v1.0** (2025-02-15)
- Initial PRD
---

Stakeholder Review

Review Process:
1. Draft PRD (PM)
2. Technical feasibility review (Engineering)
3. Design review (Design)
4. Legal/compliance review (if needed)
5. Stakeholder sign-off (Leadership)
6. Publish and socialize

Use RACI matrix:
- Responsible: PM (writes PRD)
- Accountable: Product Lead (final approval)
- Consulted: Engineering, Design, Marketing
- Informed: Leadership, Support, Sales

Checklist

## PRD Quality Check

### Content
- [ ] Problem clearly stated
- [ ] Goals are measurable and quantifiable
- [ ] Target users and personas defined
- [ ] User stories follow INVEST criteria
- [ ] Acceptance criteria use Given-When-Then
- [ ] Out of scope explicitly listed
- [ ] Success metrics defined (leading + lagging)

### Technical
- [ ] Non-functional requirements included (performance, security)
- [ ] Dependencies and integrations identified
- [ ] API contracts defined (if applicable)
- [ ] Data model changes documented
- [ ] Technical risks and mitigations listed

### Design & UX
- [ ] Link to design files (Figma, Sketch)
- [ ] Accessibility requirements (WCAG 2.2 AA)
- [ ] Mobile and desktop specs
- [ ] Error states and edge cases designed

### Launch
- [ ] Rollout strategy defined (phased, A/B test, feature flags)
- [ ] Monitoring and alerts planned
- [ ] Rollback plan documented
- [ ] Documentation and training planned

### Stakeholders
- [ ] Engineering reviewed and estimated
- [ ] Design reviewed and approved
- [ ] Legal/compliance reviewed (if needed)
- [ ] Leadership approved
- [ ] All open questions resolved or acknowledged

See Also

平台分布

Claude Code

25.74%
按下载量换算214

Codex

23.27%
按下载量换算194

Antigravity

16.38%
按下载量换算136

Gemini CLI

13.13%
按下载量换算109

kilo

6.68%
按下载量换算56

windsurf

3%
按下载量换算25

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。

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