Orchestrate quality engineering across CI/CD pipeline phases. Use it when designing test strategies, planning quality gates, or implementing shift-left and shift-right testing.
Comprehensive quality engineering orchestration across all CI/CD pipeline phases.
The CI/CD Pipeline QE Orchestrator is an advanced Claude Code skill that provides intelligent, phase-based quality engineering across your entire software delivery pipeline. It intelligently selects from 41 QE skills and coordinates 19 specialized QE agents to ensure holistic quality coverage from commit to production.
// In Claude Code
Skill("cicd-pipeline-qe-orchestrator")
Task("Pipeline Analysis",
"Analyze our CI/CD pipeline and recommend quality strategy for all phases",
"qe-fleet-commander")
The orchestrator will provide:
┌─────────────┐
│ Run Tests │ Manual selection
│ Manual QA │ Ad-hoc coverage
│ Deploy │ Hope for the best
└─────────────┘
┌──────────────────────────────────────────────┐
│ Commit Phase (Shift-Left) │
│ ├─ Skills: shift-left-testing, tdd │
│ ├─ Agents: qe-test-generator (parallel) │
│ └─ Gates: 80% coverage, 0 critical issues │
├──────────────────────────────────────────────┤
│ Build Phase │
│ ├─ Skills: test-automation, mutation │
│ ├─ Agents: qe-test-executor (batched) │
│ └─ Gates: 90% coverage, mutation > 70% │
├──────────────────────────────────────────────┤
│ Integration Phase │
│ ├─ Skills: api-testing, performance │
│ ├─ Agents: qe-performance-tester (parallel) │
│ └─ Gates: p95 < 200ms, 0 security critical │
├──────────────────────────────────────────────┤
│ Staging Phase │
│ ├─ Skills: chaos-engineering, visual │
│ ├─ Agents: qe-chaos-engineer (sequential) │
│ └─ Gates: resilience validated, 0 visual │
├──────────────────────────────────────────────┤
│ Production Phase (Shift-Right) │
│ ├─ Skills: shift-right-testing │
│ ├─ Agents: qe-production-intelligence │
│ └─ Gates: error rate < 0.1%, monitors pass │
└──────────────────────────────────────────────┘
Automatically selects optimal skills based on:
Orchestrates 19 specialized QE agents:
aqe/* namespaceConfigurable gates per phase:
Adapts testing approach based on:
// See resources/workflows/microservice-pipeline.md
// Fast feedback, contract testing, chaos engineering
// See resources/workflows/monolith-pipeline.md
// Smart test selection, comprehensive regression, DB migrations
// See resources/workflows/mobile-pipeline.md
// Device testing, accessibility, localization, staged rollout
The orchestrator can invoke any of the 41 QE skills:
Phase 1 Skills (18):
Phase 2 Skills (16):
Phase 3 Skills (4):
Phase 4 Skills (3):
The orchestrator coordinates all 19 QE agents:
Core Testing (5): test-generator, test-executor, coverage-analyzer, quality-gate, quality-analyzer Performance & Security (2): performance-tester, security-scanner Strategic Planning (3): requirements-validator, production-intelligence, fleet-commander Deployment (1): deployment-readiness Advanced Testing (4): regression-risk-analyzer, test-data-architect, api-contract-validator, flaky-test-hunter Specialized (2): visual-tester, chaos-engineer
// Commit phase
Task("TDD Tests", "Generate tests for new UserService.createUser()", "qe-test-generator")
Skill("tdd-london-chicago")
// Build phase
Task("Run Tests", "Execute full suite with coverage", "qe-test-executor")
Task("Coverage Check", "Analyze and report gaps", "qe-coverage-analyzer")
// Integration phase
Task("API Tests", "Validate new API contracts", "qe-api-contract-validator")
Task("Performance", "Load test new endpoint", "qe-performance-tester")
// Production
Task("Monitor", "Track new feature adoption", "qe-production-intelligence")
// Commit phase (minimal)
Task("Risk Analysis", "Identify affected code", "qe-regression-risk-analyzer")
Task("Targeted Tests", "Run minimal test suite", "qe-test-executor")
// Build phase (fast)
Task("Smoke Tests", "Critical path validation", "qe-test-executor")
// Production (monitored)
Task("Canary Deploy", "Monitor hotfix rollout", "qe-production-intelligence")
// Full pipeline orchestration
Skill("cicd-pipeline-qe-orchestrator")
// The skill will guide you through:
// 1. Commit phase: shift-left testing, TDD
// 2. Build phase: full regression, mutation testing
// 3. Integration: API, performance, security testing
// 4. Staging: chaos testing, visual regression
// 5. Production: staged rollout, monitoring
Customize phase names to match your pipeline:
const pipelinePhases = {
commit: "pre-merge",
build: "ci-build",
integration: "test-env",
staging: "uat",
production: "prod"
};
Adjust thresholds per phase:
{
"commit": { "coverage": 80, "max_violations": 0 },
"build": { "coverage": 90, "mutation_score": 70 },
"integration": { "p95_ms": 200, "security_critical": 0 },
"staging": { "readiness_score": 85 },
"production": { "error_rate": 0.001 }
}
// Get recommendations first
Skill("cicd-pipeline-qe-orchestrator")
// Use context-driven testing skill
Skill("context-driven-testing")
// Track quality metrics
Task("Quality Trends", "Analyze quality improvements", "qe-quality-analyzer")
// Convert incidents to tests
Task("Production Intelligence", "Turn incidents into test scenarios", "qe-production-intelligence")
See main SKILL.md Troubleshooting section for:
To add new pipeline workflows:
resources/workflows/[name]-pipeline.mdPart of the Agentic QE Fleet - MIT License
Created: 2025-11-13 Version: 1.0.0 Integrations: 61 QE Skills, 50 QE Agents, All CI/CD platforms
npx skills add proffesor-for-testing/cicd-流水线-qe-编排器下载完整 Skill 目录，包含 SKILL.md 及所有相关文件
Category:other
Tags:cicd, pipeline, orchestration, quality-gates, shift-left, shift-right, fleet