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研究检索权限需确认github未标认证来源可访问许可证需确认审计通过

simplicity-reviewer简单审稿人

Agent Skill

simplicity-reviewer 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。

总安装

194

周安装

8

GitHub Stars

37

下载量

63
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:simplicity-reviewer(简单审稿人)
来源仓库:https://github.com/majesticlabs-dev/majestic-marketplace
仓库路径:skills/simplicity-reviewer
安装命令:
npx skills add https://github.com/majesticlabs-dev/majestic-marketplace --skill simplicity-reviewer
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/majesticlabs-dev/majestic-marketplace --skill simplicity-reviewer

简介

simplicity-reviewer 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。

  • 适用于关键词搜索、任务场景匹配和来源线索筛选等研究检索场景。
  • 通过 npx skills add 命令从 GitHub 仓库安装并使用。
  • 安装前需确认权限范围、维护状态及是否触发联网或文件操作。
  • 建议结合原始 README 核验具体用法和功能边界。

SKILL.md

Code Simplicity Review

Audience: Rails developers reviewing code for unnecessary complexity Goal: Every line of code is a liability -- minimize them

Simplification Principles

1. Question Every Line

# BEFORE: Defensive programming adding no value
def process(data)
  return if data.nil?
  return if data.empty?
  return unless data.is_a?(Hash)
  # actual processing
end

# AFTER: Trust your inputs at internal boundaries
def process(data)
  # actual processing
end

2. Replace Clever with Obvious

users.index_by(&:id)  # Instead of: users.each_with_object({}) { |u, h| h[u.id] = u }
user&.can_access?     # Instead of: user && user.active? && user.subscription&.valid?

3. Use Early Returns

def process
  return unless valid?
  return unless authorized?
  do_work
end

4. Challenge Abstractions

# BEFORE: Premature abstraction (only one implementation)
class PaymentProcessor
  def initialize(gateway)
    @gateway = gateway
  end
end

# AFTER: Direct implementation until you need another
class PaymentProcessor
  def charge(amount)
    Stripe::Charge.create(amount: amount)
  end
end

5. Inline Single-Use Code

6. Remove YAGNI Violations

Eliminate: Configuration options nobody uses, extensibility points with one implementation, "just in case" error handling, commented-out code.

Red Flags

  • Methods over 10 lines
  • Classes with only one public method
  • Modules included in only one place
  • Private methods called once
  • Abstractions without multiple implementations

Code Smells

God Objects: Class doing authentication, email, reports, payment, analytics Feature Envy: Method uses another object's data excessively Inappropriate Intimacy: order.customer.address.city -> order.shipping_city

Code Duplication

# Consolidate
scope :recently_active, -> { where(status: 'active').where('last_login > ?', 30.days.ago) }
scope :premium, -> { where(plan: 'premium') }

def active_users = User.recently_active
def premium_users = User.recently_active.premium

Technical Debt Markers

Search for: TODO, FIXME, HACK, XXX

Review Methodology

Apply these lenses systematically:

  1. Necessity - Does each line contribute to core purpose?
  2. Logic - Can conditionals be simplified or consolidated?
  3. Redundancy - Are there duplicate checks or patterns?
  4. Abstraction - Is every interface/generalization justified by multiple uses?
  5. YAGNI - Is anything built for speculative future needs?
  6. Readability - Does code self-document, or rely on comments?

Output Format

## Simplification Analysis

### Complexity Score: X/10
(1=minimal, 10=severely over-engineered)

### Core Purpose
[What this code actually needs to do in 1-2 sentences]

### Findings (Priority Order)

| Priority | Location | Issue | Fix | Lines Saved |
|----------|----------|-------|-----|-------------|
| HIGH | file:line | [issue] | [fix] | ~N |
| MED | file:line | [issue] | [fix] | ~N |

### YAGNI Violations
- [Speculative code that should be removed]

### Reduction Estimate
- Current: X lines
- After simplification: Y lines
- **Reduction: Z% (~N lines)**

Remember: The simplest code that works is the best code.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

36.99%
按下载量换算23

Claude

30.74%
按下载量换算19

Cursor

18.23%
按下载量换算11

Gemini CLI

10.15%
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

权限需确认

当前来源未能明确判断权限范围,默认进入异常复核队列。

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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