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Agent Skill · 研究检索

core-reviewer(核心审稿人)

core-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。

core-reviewer 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,权限为执行命令;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 55,410。

总安装 480周安装 20GitHub Stars 8下载 160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:core-reviewer(核心审稿人)
来源仓库:https://github.com/vamseeachanta/workspace-hub
仓库路径:skills/core-reviewer
安装命令:
npx skills add https://github.com/vamseeachanta/workspace-hub --skill core-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。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/vamseeachanta/workspace-hub --skill core-reviewer

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。

core-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。它可作为资深代码审查员,确保代码质量、安全性和可维护性,适用于 PR 审核、安全漏洞审计和性能分析。

使用时可通过 reviewer agent 执行审查任务,并将问题和建议存储至 coordination namespace。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。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/core-reviewer

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/vamseeachanta/workspace-hub --skill core-revie…;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

    它需要执行命令,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

core-reviewer 怎么安装?

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

core-reviewer 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。

core-reviewer 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/vamseeachanta/workspace-hub --skill core-reviewer;npx skills add vamseeachanta/workspace-hub --skill "core-reviewer" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

core-reviewer 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。

core-reviewer 用的人多吗?

公开数据是累计安装 480 次,近一周安装 20 次,下载 160 次,GitHub 8 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。

core-reviewer 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

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
core-reviewer

核心审稿人 · 本页

4808执行命令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

Core Reviewer Skill

Senior code reviewer responsible for ensuring code quality, security, and maintainability through thorough review processes.

Quick Start

// Spawn reviewer agent for code review
Task("Reviewer agent", "Review [code/PR] for quality, security, and performance", "reviewer")

// Store review findings
  action: "store",
  key: "swarm/reviewer/findings",
  namespace: "coordination",
  value: JSON.stringify({ agent: "reviewer", issues: [], recommendations: [] })
}

When to Use

  • Reviewing pull requests before merge
  • Auditing code for security vulnerabilities
  • Analyzing performance bottlenecks
  • Ensuring adherence to coding standards
  • Validating documentation completeness

Prerequisites

  • Code or PR to review
  • Access to coding standards documentation
  • Understanding of project architecture
  • Security checklist reference

Core Concepts

Review Categories

  1. Functionality Review: Does the code do what it's supposed to do?
  2. Security Review: Are there vulnerabilities or security issues?
  3. Performance Review: Are there optimization opportunities?
  4. Code Quality Review: Does it follow SOLID, DRY, KISS principles?
  5. Maintainability Review: Is it clear, documented, and testable?

Review Prioritization

  • Critical: Security, data loss, crashes
  • Major: Performance, functionality bugs
  • Minor: Style, naming, documentation
  • Suggestions: Improvements, optimizations

Implementation Pattern

1. Functionality Review

// CHECK: Does the code do what it's supposed to do?
✓ Requirements met
✓ Edge cases handled
✓ Error scenarios covered
✓ Business logic correct

// EXAMPLE ISSUE:
// ❌ Missing validation
function processPayment(amount: number) {
  // Issue: No validation for negative amounts
  return chargeCard(amount);
}

// ✅ SUGGESTED FIX:
function processPayment(amount: number) {
  if (amount <= 0) {
    throw new ValidationError('Amount must be positive');
  }
  return chargeCard(amount);
}

2. Security Review

// SECURITY CHECKLIST:
✓ Input validation
✓ Output encoding
✓ Authentication checks
✓ Authorization verification
✓ Sensitive data handling
✓ SQL injection prevention
✓ XSS protection

// EXAMPLE ISSUES:

// ❌ SQL Injection vulnerability
const query = `SELECT * FROM users WHERE id = ${userId}`;

// ✅ SECURE ALTERNATIVE:
const query = 'SELECT * FROM users WHERE id = ?';
db.query(query, [userId]);

// ❌ Exposed sensitive data
console.log('User password:', user.password);

// ✅ SECURE LOGGING:
console.log('User authenticated:', user.id);

3. Performance Review

// PERFORMANCE CHECKS:
✓ Algorithm efficiency
✓ Database query optimization
✓ Caching opportunities
✓ Memory usage
✓ Async operations

// EXAMPLE OPTIMIZATIONS:

// ❌ N+1 Query Problem
const users = await getUsers();
for (const user of users) {
  user.posts = await getPostsByUserId(user.id);
}

// ✅ OPTIMIZED:
const users = await getUsersWithPosts(); // Single query with JOIN

// ❌ Unnecessary computation in loop
for (const item of items) {
  const tax = calculateComplexTax(); // Same result each time
  item.total = item.price + tax;
}

// ✅ OPTIMIZED:
const tax = calculateComplexTax(); // Calculate once
for (const item of items) {
  item.total = item.price + tax;
}

4. Code Quality Review

// QUALITY METRICS:
✓ SOLID principles
✓ DRY (Don't Repeat Yourself)
✓ KISS (Keep It Simple)
✓ Consistent naming
✓ Proper abstractions

// EXAMPLE IMPROVEMENTS:

// ❌ Violation of Single Responsibility
class User {
  saveToDatabase() { }
  sendEmail() { }
  validatePassword() { }
  generateReport() { }
}

// ✅ BETTER DESIGN:
class User { }
class UserRepository { saveUser() { } }
class EmailService { sendUserEmail() { } }
class UserValidator { validatePassword() { } }
class ReportGenerator { generateUserReport() { } }

5. Maintainability Review

// MAINTAINABILITY CHECKS:
✓ Clear naming
✓ Proper documentation
✓ Testability
✓ Modularity
✓ Dependencies management

// EXAMPLE ISSUES:

// ❌ Unclear naming
function proc(u, p) {
  return u.pts > p ? d(u) : 0;
}

// ✅ CLEAR NAMING:
function calculateUserDiscount(user, minimumPoints) {
  return user.points > minimumPoints
    ? applyDiscount(user)
    : 0;
}

// ❌ Hard to test
function processOrder() {
  const date = new Date();
  const config = require('./config');
  // Direct dependencies make testing difficult
}

// ✅ TESTABLE:
function processOrder(date: Date, config: Config) {
  // Dependencies injected, easy to mock in tests
}

Configuration

Review Feedback Format

## Code Review Summary

### ✅ Strengths
- Clean architecture with good separation of concerns
- Comprehensive error handling
- Well-documented API endpoints

### 🔴 Critical Issues
1. **Security**: SQL injection vulnerability in user search (line 45)
   - Impact: High
   - Fix: Use parameterized queries

2. **Performance**: N+1 query problem in data fetching (line 120)
   - Impact: High
   - Fix: Use eager loading or batch queries

### 🟡 Suggestions
1. **Maintainability**: Extract magic numbers to constants
2. **Testing**: Add edge case tests for boundary conditions
3. **Documentation**: Update API docs with new endpoints

### 📊 Metrics
- Code Coverage: 78% (Target: 80%)
- Complexity: Average 4.2 (Good)
- Duplication: 2.3% (Acceptable)

### 🎯 Action Items
- [ ] Fix SQL injection vulnerability
- [ ] Optimize database queries
- [ ] Add missing tests
- [ ] Update documentation

Usage Examples

Example 1: Basic Code Review

// Spawn reviewer for PR review
Task("Reviewer", "Review PR #123 for security and code quality", "reviewer")

// Automated checks first
Bash("npm run lint && npm run test && npm run security-scan")

Example 2: Security Audit

// Deep security review
Task("Security Reviewer", "Audit authentication module for vulnerabilities", "reviewer")

// Use analysis tools
  repo: "current",
  analysis_type: "security"
}

Execution Checklist

  • Run automated checks (lint, test, security-scan)
  • Review functionality and requirements coverage
  • Check security vulnerabilities (OWASP Top 10)
  • Analyze performance implications
  • Verify code quality (SOLID, DRY, KISS)
  • Check maintainability and documentation
  • Prioritize issues (Critical, Major, Minor)
  • Store findings in memory
  • Provide constructive feedback

Best Practices

Be Constructive

  • Focus on the code, not the person
  • Explain why something is an issue
  • Provide concrete suggestions
  • Acknowledge good practices

Consider Context

  • Development stage
  • Time constraints
  • Team standards
  • Technical debt

Automate When Possible

# Run automated tools before manual review
npm run lint
npm run test
npm run security-scan
npm run complexity-check

Review Guidelines

  1. Review Early and Often: Don't wait for completion
  2. Keep Reviews Small: <400 lines per review
  3. Use Checklists: Ensure consistency
  4. Automate When Possible: Let tools handle style
  5. Learn and Teach: Reviews are learning opportunities
  6. Follow Up: Ensure issues are addressed

Error Handling

Issue CategoryExampleAction
Critical SecuritySQL injectionBlock merge, immediate fix
Performance BugN+1 queriesRequire fix before merge
Style IssueNaming conventionSuggest change, allow merge
Documentation GapMissing JSDocRequest update

Metrics & Success Criteria

  • All critical issues identified
  • Security vulnerabilities documented
  • Performance bottlenecks flagged
  • Clear, actionable feedback provided
  • Findings stored in coordination memory

Integration Points

MCP Tools

// Report review status
  action: "store",
  key: "swarm/reviewer/status",
  namespace: "coordination",
  value: JSON.stringify({
    agent: "reviewer",
    status: "reviewing",
    files_reviewed: 12,
    issues_found: {critical: 2, major: 5, minor: 8},
    timestamp: Date.now()
  })
}

// Share review findings
  action: "store",
  key: "swarm/shared/review-findings",
  namespace: "coordination",
  value: JSON.stringify({
    security_issues: ["SQL injection in auth.js:45"],
    performance_issues: ["N+1 queries in user.service.ts"],
    code_quality: {score: 7.8, coverage: "78%"},
    action_items: ["Fix SQL injection", "Optimize queries", "Add tests"]
  })
}

// Check implementation details
  action: "retrieve",
  key: "swarm/coder/status",
  namespace: "coordination"
}

Code Analysis

// Analyze code quality
  repo: "current",
  analysis_type: "code_quality"
}

// Run security scan
  repo: "current",
  analysis_type: "security"
}

Hooks

# Pre-execution
echo "👀 Reviewer agent analyzing: $TASK"
memory_store "review_checklist_$(date +%s)" "functionality,security,performance,maintainability,documentation"

# Post-execution
echo "✅ Review complete"
echo "📝 Review summary stored in memory"

Related Skills

Remember: The goal of code review is to improve code quality and share knowledge, not to find fault. Be thorough but kind, specific but constructive. Always coordinate findings through memory.


Version History

  • 1.0.0 (2026-01-02): Initial release - converted from reviewer.md agent

平台分布

Claude Code

32.94%
按下载量换算53

windsurf

21.68%
按下载量换算35

trae

17.52%
按下载量换算28

OpenCode

11.69%
按下载量换算19

Cursor

8.1%
按下载量换算13

Codex

3.18%
按下载量换算5

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/vamseeachanta/workspace-hub --skill core-reviewer;npx skills add vamseeachanta/workspace-hub --skill "core-reviewer" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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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