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Agent Skill · 研究检索

router-qa(路由器质量保证)

router-qa 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。

router-qa 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,权限为操作浏览器;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 43,099。

总安装 1,011周安装 43GitHub Stars 60下载 354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:router-qa(路由器质量保证)
来源仓库:https://github.com/vasilyu1983/ai-agents-public
仓库路径:skills/router-qa
安装命令:
npx skills add https://github.com/vasilyu1983/ai-agents-public --skill router-qa
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/vasilyu1983/ai-agents-public --skill router-qa

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。

router-qa 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词快速定位候选结果时使用。它适用于研究检索类任务,可结合来源仓库和原始 README 进一步核验具体用法。

通过 npx skills add 命令从指定 GitHub 仓库安装并使用该技能。安装前建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。router-qa 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/router-qa

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/vasilyu1983/ai-agents-public --skill router-qa;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

    它需要操作浏览器,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

router-qa 怎么安装?

在终端执行 npx skills add https://github.com/vasilyu1983/ai-agents-public --skill router-qa。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

router-qa 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。

router-qa 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

router-qa 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。

router-qa 用的人多吗?

公开数据是累计安装 1,011 次,近一周安装 43 次,下载 354 次,GitHub 60 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。

router-qa 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
router-qa

路由器质量保证 · 本页

1,01160操作浏览器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

Router: Quality Assurance

Master orchestrator for quality engineering that routes testing, observability, resilience, debugging, and documentation quality questions through 12 specialized QA skills, with explicit handoffs when the request is outside QA scope (implementation, docs authoring, deployment).


Quick Decision Tree

QA QUESTION
    │
    ├─► "What tests do I need?" ──────────► qa-testing-strategy
    │                                        └─► Test pyramid, coverage, risk-based
    │
    ├─► "Write E2E tests" ────────────────► qa-testing-playwright
    │                                        └─► Selectors, page objects, CI/CD
    │
    ├─► "Test iOS app" ───────────────────► qa-testing-ios
    │                                        └─► XCTest, simulators, device matrix
    │
    ├─► "Test mobile app" ────────────────► qa-testing-mobile
    │                                        └─► Cross-platform, Android + iOS
    │
    ├─► "Test Android app" ──────────────► qa-testing-android
    │                                        └─► Espresso, UIAutomator, Compose
    │
    ├─► "Test API contracts" ─────────────► qa-api-testing-contracts
    │                                        └─► OpenAPI, Pact, schema validation
    │
    ├─► "Test LLM agent" ─────────────────► qa-agent-testing
    │                                        └─► Scenarios, scoring, refusals
    │
    ├─► "Debug this issue" ───────────────► qa-debugging
    │                                        └─► Stack traces, logging, profiling
    │
    ├─► "Setup monitoring" ───────────────► qa-observability
    │                                        └─► OpenTelemetry, SLOs, tracing
    │
    ├─► "Handle failures" ────────────────► qa-resilience
    │                                        └─► Circuit breakers, retries, chaos
    │
    ├─► "Refactor safely" ────────────────► qa-refactoring
    │                                        └─► Characterization tests, seams
    │
    └─► "Check docs coverage" ────────────► qa-docs-coverage
                                             └─► Gap analysis, runbook validation

Skill Registry (12 QA Skills)

Testing Skills (7)

SkillPurposeKey Triggers
qa-testing-strategyTest pyramid, risk-based testing, coverage"test strategy", "what tests", "coverage"
qa-testing-playwrightE2E web testing with Playwright"E2E test", "Playwright", "browser test"
qa-testing-iosiOS testing with XCTest/XCUITest"iOS test", "XCTest", "simulator"
qa-testing-androidAndroid testing with Espresso/UIAutomator"Android test", "Espresso", "UIAutomator", "Compose test"
qa-testing-mobileCross-platform mobile testing"mobile test", "cross-platform", "device matrix"
qa-api-testing-contractsAPI schema and contract testing"API test", "contract", "OpenAPI", "Pact"
qa-agent-testingLLM agent and persona testing"agent test", "LLM test", "refusal", "scoring"

Quality Skills (5)

SkillPurposeKey Triggers
qa-debuggingDebugging, logging, profiling"debug", "error", "stack trace", "profile"
qa-observabilityMetrics, traces, logs, SLOs"monitor", "tracing", "SLO", "OpenTelemetry"
qa-resilienceCircuit breakers, retries, chaos"circuit breaker", "retry", "chaos", "timeout"
qa-refactoringSafe refactoring, tech debt"refactor", "code smell", "tech debt"
qa-docs-coverageDocumentation quality gates"docs coverage", "undocumented", "runbook"

Canonical Registry (Source of Truth)

Use frameworks/shared-skills/skills/router-qa/data/skill-registry.json as the canonical list of QA skills, triggers, expected outputs, and routing rules.

Use frameworks/shared-skills/skills/router-qa/data/sources.json for optional web-search references (each specialized skill maintains its own sources as needed).


Domain Detection

Domain 1: Test Planning

Triggers: "what tests", "test strategy", "coverage", "test pyramid", "shift-left", "risk-based"

Route to: qa-testing-strategy

Example questions:

  • "What tests do I need for this API?"
  • "How do I prioritize testing?"
  • "What's the right test coverage target?"

Domain 2: E2E & UI Testing

Triggers: "E2E", "end-to-end", "Playwright", "browser test", "UI test", "page object", "visual test"

Route to: qa-testing-playwright

Example questions:

  • "Write Playwright tests for login"
  • "How to handle flaky E2E tests?"
  • "Best practices for page objects?"

Domain 3: Mobile Testing

Triggers: "iOS", "Android", "mobile", "XCTest", "XCUITest", "Espresso", "UIAutomator", "Appium", "simulator", "emulator", "device"

TriggerRoute
iOS-onlyqa-testing-ios
Android-onlyqa-testing-android
Cross-platformqa-testing-mobile

Example questions:

  • "Test iOS app on simulator"
  • "Write Espresso tests for Android login"
  • "Test Jetpack Compose UI"
  • "Device matrix for Android testing"
  • "Cross-platform mobile test strategy"

Domain 4: API & Contract Testing

Triggers: "API test", "contract test", "OpenAPI", "GraphQL test", "gRPC", "Pact", "schema validation"

Route to: qa-api-testing-contracts

Example questions:

  • "Write contract tests for REST API"
  • "Validate OpenAPI schema"
  • "Consumer-driven contract testing"

Domain 5: Agent Testing

Triggers: "agent test", "LLM test", "persona", "refusal", "AI safety", "scoring rubric", "test harness"

Route to: qa-agent-testing

Example questions:

  • "Create test suite for chatbot"
  • "Test LLM refusal boundaries"
  • "Score agent responses"

Domain 6: Debugging

Triggers: "debug", "error", "bug", "crash", "stack trace", "logging", "profiling", "troubleshoot"

Route to: qa-debugging

Example questions:

  • "Debug memory leak"
  • "Analyze this stack trace"
  • "Setup structured logging"

Domain 7: Observability

Triggers: "monitor", "metrics", "tracing", "logging", "SLO", "SLI", "OpenTelemetry", "APM", "alert"

Route to: qa-observability

Example questions:

  • "Setup OpenTelemetry for Node.js"
  • "Define SLOs for API"
  • "Distributed tracing strategy"

Domain 8: Resilience

Triggers: "circuit breaker", "retry", "timeout", "backoff", "chaos", "fault injection", "degradation", "health check"

Route to: qa-resilience

Example questions:

  • "Implement circuit breaker"
  • "Retry strategy for external APIs"
  • "Setup chaos engineering"

Domain 9: Refactoring

Triggers: "refactor", "code smell", "tech debt", "legacy code", "characterization test", "strangler fig"

Route to: qa-refactoring

Example questions:

  • "Refactor this legacy code safely"
  • "Add tests before refactoring"
  • "Manage technical debt"

Domain 10: Documentation Quality

Triggers: "docs coverage", "undocumented", "runbook", "API docs audit", "stale docs"

Route to: qa-docs-coverage

If the user asks about CLAUDE.md/AGENTS.md/project memory/large codebase setup: route to agents-project-memory (supporting: qa-docs-coverage, docs-codebase)

Example questions:

  • "Audit documentation coverage"
  • "Find undocumented APIs"
  • "Validate runbooks"
  • "Set up CLAUDE.md for large codebase"
  • "Create AGENTS.md for cross-platform support"

Workflow Patterns

Pattern 1: Test-First Development

START
  │
  ▼
qa-testing-strategy ────────► Define test pyramid
  │
  ├─► Unit tests ──────────► Write inline
  ├─► Integration tests ───► Write with mocks
  └─► E2E tests ───────────► qa-testing-playwright
  │
  ▼
qa-api-testing-contracts ──► Contract tests (if API)
  │
  ▼
TESTS COMPLETE

Pattern 2: Bug Investigation

BUG REPORTED
  │
  ▼
qa-debugging ──────────────► Analyze logs, traces, stack
  │
  ├─► Need more visibility? → qa-observability
  ├─► Failure mode issue? ──→ qa-resilience
  └─► Code quality issue? ──→ qa-refactoring
  │
  ▼
ROOT CAUSE IDENTIFIED
  │
  ▼
qa-testing-strategy ───────► Add regression test
  │
  ▼
BUG FIXED + COVERED

Pattern 3: Production Hardening

PRE-PRODUCTION
  │
  ▼
qa-resilience ─────────────► Error handling, retries
  │
  ▼
qa-observability ──────────► Metrics, tracing, SLOs
  │
  ▼
qa-testing-strategy ───────► Smoke + E2E tests
  │
  ▼
PRODUCTION READY
  │
  ▼
qa-resilience ─────────────► Chaos experiments (post-launch)

Pattern 4: Legacy Modernization

LEGACY CODEBASE
  │
  ▼
qa-refactoring ────────────► Characterization tests
  │
  ▼
qa-testing-strategy ───────► Add missing test coverage
  │
  ▼
qa-refactoring ────────────► Incremental refactoring
  │
  ▼
qa-docs-coverage ──────────► Document updated code
  │
  ▼
MODERNIZED

Pattern 5: LLM Agent Quality

AGENT DEVELOPMENT
  │
  ▼
qa-agent-testing ──────────► Define test scenarios
  │
  ├─► Must-ace tasks ──────► Core functionality
  ├─► Refusal tests ───────► Safety boundaries
  └─► Scoring rubric ──────► Quality metrics
  │
  ▼
qa-observability ──────────► Token usage, latency metrics
  │
  ▼
VALIDATED AGENT

Pattern 6: Large Codebase Documentation (100K-1M LOC)

LARGE CODEBASE
  │
  ▼
agents-project-memory ► Hierarchical CLAUDE.md setup
  │                          (root + subdirectory docs)
  ├─► Root CLAUDE.md ────────► Architecture, conventions
  ├─► Subdirectory docs ─────► Module-specific context
  ├─► AGENTS.md symlink ─────► Cross-platform support
  │
  ▼
qa-docs-coverage ──────────► Audit existing documentation
  │
  ▼
docs-codebase ─────────────► Fill critical gaps
  │
  ▼
LLM-READY CODEBASE

Skill Chains

Chain: Complete QA Setup

qa-testing-strategy → qa-testing-playwright → qa-api-testing-contracts
     ↓
qa-resilience → qa-observability → qa-debugging
     ↓
qa-refactoring → qa-docs-coverage

Chain: Incident Response

qa-debugging → qa-observability → qa-resilience → qa-refactoring

Chain: Mobile App Testing

qa-testing-strategy → qa-testing-mobile → qa-testing-ios (if iOS) → qa-testing-android (if Android)

Quality Gates

Pre-Release Checklist

GateSkillCriteria
Test coverageqa-testing-strategyCoverage targets aligned to risk and critical paths
E2E passingqa-testing-playwrightCritical paths green
API contractsqa-api-testing-contractsSchema validation passing
Error handlingqa-resilienceCircuit breakers configured
Monitoringqa-observabilitySLOs defined, alerts set
Docsqa-docs-coverageAPI + README complete

Post-Incident Checklist

GateSkillAction
Root causeqa-debuggingDocument findings
Regression testqa-testing-strategyAdd test for failure mode
Preventionqa-resilienceAdd/tune circuit breaker
Visibilityqa-observabilityAdd missing traces/alerts

Routing Matrix

User IntentPrimary SkillSupporting Skills
Plan testsqa-testing-strategyqa-testing-playwright, qa-api-testing-contracts
Write E2Eqa-testing-playwrightqa-testing-strategy
Test mobileqa-testing-mobile, qa-testing-ios, or qa-testing-androidqa-testing-strategy
Test APIqa-api-testing-contractsqa-testing-strategy
Test agentqa-agent-testingqa-testing-strategy
Debug issueqa-debuggingqa-observability, qa-resilience
Setup monitoringqa-observabilityqa-debugging
Add resilienceqa-resilienceqa-observability
Refactor codeqa-refactoringqa-testing-strategy
Audit docsqa-docs-coveragedocs-codebase
Large codebase setupagents-project-memoryqa-docs-coverage, docs-codebase

Cross-Router Handoffs

To router-engineering

When user needs implementation:

  • "Build the feature" → Route to software-backend or software-frontend
  • "Implement the fix" → Route to relevant engineering skill

To router-operations

When user needs deployment/infra:

  • "Deploy to production" → Route to ops-devops-platform
  • "Setup CI/CD" → Route to ops-devops-platform

From router-operations

When operations router detects QA needs:

  • "Test strategy" → Route here
  • "Debug production issue" → Route here
  • "Add resilience" → Route here

Quick Reference Commands

NeedDo This
Test strategy→ qa-testing-strategy
E2E tests→ qa-testing-playwright
iOS tests→ qa-testing-ios
Android tests→ qa-testing-android
Mobile tests→ qa-testing-mobile
API tests→ qa-api-testing-contracts
Agent tests→ qa-agent-testing
Debug issue→ qa-debugging
Monitoring→ qa-observability
Resilience→ qa-resilience
Refactoring→ qa-refactoring
Doc quality→ qa-docs-coverage

Related Routers

RouterRelationship
router-operationsParent router; includes QA + DevOps + git
router-engineeringHandoff target for implementation tasks
router-startupHandoff target for business/product questions

平台分布

Claude Code

31.18%
按下载量换算110

Cursor

22.59%
按下载量换算80

Antigravity

19.86%
按下载量换算70

Gemini CLI

12.53%
按下载量换算44

Codex

8.37%
按下载量换算30

trae

3.43%
按下载量换算12

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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