Skills
skills/vasilyu1983/ai-agents-public/router-qa

router-qa

SKILL.md

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)

Skill Purpose Key Triggers
qa-testing-strategy Test pyramid, risk-based testing, coverage "test strategy", "what tests", "coverage"
qa-testing-playwright E2E web testing with Playwright "E2E test", "Playwright", "browser test"
qa-testing-ios iOS testing with XCTest/XCUITest "iOS test", "XCTest", "simulator"
qa-testing-android Android testing with Espresso/UIAutomator "Android test", "Espresso", "UIAutomator", "Compose test"
qa-testing-mobile Cross-platform mobile testing "mobile test", "cross-platform", "device matrix"
qa-api-testing-contracts API schema and contract testing "API test", "contract", "OpenAPI", "Pact"
qa-agent-testing LLM agent and persona testing "agent test", "LLM test", "refusal", "scoring"

Quality Skills (5)

Skill Purpose Key Triggers
qa-debugging Debugging, logging, profiling "debug", "error", "stack trace", "profile"
qa-observability Metrics, traces, logs, SLOs "monitor", "tracing", "SLO", "OpenTelemetry"
qa-resilience Circuit breakers, retries, chaos "circuit breaker", "retry", "chaos", "timeout"
qa-refactoring Safe refactoring, tech debt "refactor", "code smell", "tech debt"
qa-docs-coverage Documentation 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"

Trigger Route
iOS-only qa-testing-ios
Android-only qa-testing-android
Cross-platform qa-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

Gate Skill Criteria
Test coverage qa-testing-strategy Coverage targets aligned to risk and critical paths
E2E passing qa-testing-playwright Critical paths green
API contracts qa-api-testing-contracts Schema validation passing
Error handling qa-resilience Circuit breakers configured
Monitoring qa-observability SLOs defined, alerts set
Docs qa-docs-coverage API + README complete

Post-Incident Checklist

Gate Skill Action
Root cause qa-debugging Document findings
Regression test qa-testing-strategy Add test for failure mode
Prevention qa-resilience Add/tune circuit breaker
Visibility qa-observability Add missing traces/alerts

Routing Matrix

User Intent Primary Skill Supporting Skills
Plan tests qa-testing-strategy qa-testing-playwright, qa-api-testing-contracts
Write E2E qa-testing-playwright qa-testing-strategy
Test mobile qa-testing-mobile, qa-testing-ios, or qa-testing-android qa-testing-strategy
Test API qa-api-testing-contracts qa-testing-strategy
Test agent qa-agent-testing qa-testing-strategy
Debug issue qa-debugging qa-observability, qa-resilience
Setup monitoring qa-observability qa-debugging
Add resilience qa-resilience qa-observability
Refactor code qa-refactoring qa-testing-strategy
Audit docs qa-docs-coverage docs-codebase
Large codebase setup agents-project-memory qa-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

Need Do 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

Router Relationship
router-operations Parent router; includes QA + DevOps + git
router-engineering Handoff target for implementation tasks
router-startup Handoff target for business/product questions
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