test-automation-strategy

Q: How do I install test-automation-strategy?

Run npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-automation-strategy in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/test-automation-strategy/ (personal) or .claude/skills/test-automation-strategy/ (project).

by proffesor-for-testingTesting & QA

Design and implement effective test automation with proper pyramid, patterns, and CI/CD integration. Use when building automation frameworks or improving test efficiency.

Installs: 254
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-automation-strategy

01
Install
Run the command in your project. The CLI asks which agents to install for.
02
Describe the task
Ask your agent for something this skill covers. It loads test-automation-strategy automatically when relevant.
03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Test Automation Strategy

<default_to_action> When designing or improving test automation:

DETECT anti-patterns: Ice cream cone? Slow suite? Flaky tests?
USE patterns: Page Object Model, Builder pattern, Factory pattern
INTEGRATE in CI/CD: Every commit runs tests, fail fast
MANAGE flaky tests: Quarantine, fix, or delete - never ignore

Quick Anti-Pattern Detection:

Ice cream cone (many E2E, few unit) → Invert to pyramid
Slow tests (> 10 min suite) → Parallelize, mock external deps
Flaky tests → Fix timing, isolate data, or quarantine
Brittle selectors → Use data-testid, semantic locators </default_to_action>

Quick Reference Card

When to Use

Building new automation framework
Improving existing test efficiency
Reducing flaky test burden
Optimizing CI/CD pipeline speed

Anti-Patterns to Detect

Problem	Symptom	Fix
Ice cream cone	80% E2E, 10% unit	Invert pyramid
Slow suite	30+ min CI	Parallelize, prune
Flaky tests	Random failures	Quarantine, fix timing
Coupled tests	Order-dependent	Isolate data
Brittle selectors	Break on CSS change	Use data-testid

CI/CD Integration

name: Test Pipeline
on: [push, pull_request]

jobs:
  unit-tests:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: npm ci
      - run: npm run test:unit -- --coverage
        timeout-minutes: 5
      - uses: codecov/codecov-action@v3

  integration-tests:
    needs: unit-tests
    runs-on: ubuntu-latest
    services:
      postgres:
        image: postgres:15
    steps:
      - run: npm run test:integration
        timeout-minutes: 10

  e2e-tests:
    needs: integration-tests
    runs-on: ubuntu-latest
    steps:
      - run: npx playwright test
        timeout-minutes: 15

Flaky Test Management

// Quarantine flaky tests
describe.skip('Quarantined - INC-123', () => {
  test('flaky test awaiting fix', () => { /* ... */ });
});

// Agent-assisted stabilization
await Task("Fix Flaky Tests", {
  tests: quarantinedTests,
  analysis: ['timing-issues', 'data-isolation', 'race-conditions'],
  strategies: ['add-waits', 'isolate-fixtures', 'mock-externals']
}, "qe-flaky-test-hunter");

Agent-Assisted Automation

// Generate tests following pyramid
await Task("Generate Test Suite", {
  sourceCode: 'src/',
  pyramid: { unit: 70, integration: 20, e2e: 10 },
  patterns: ['page-object', 'builder', 'factory'],
  framework: 'jest'
}, "qe-test-generator");

// Optimize test execution
await Task("Optimize Suite", {
  algorithm: 'johnson-lindenstrauss',
  targetReduction: 0.3,
  maintainCoverage: 0.95
}, "qe-regression-risk-analyzer");

// Analyze flaky patterns
await Task("Flaky Analysis", {
  testHistory: 'last-30-days',
  detectPatterns: ['timing', 'data', 'environment'],
  recommend: 'stabilization-strategy'
}, "qe-flaky-test-hunter");

Agent Coordination Hints

Memory Namespace

aqe/automation/
├── test-pyramid/*        - Coverage by layer
├── page-objects/*        - Shared page objects
├── flaky-registry/*      - Quarantined tests
└── execution-metrics/*   - Suite performance data

Fleet Coordination

const automationFleet = await FleetManager.coordinate({
  strategy: 'test-automation',
  agents: [
    'qe-test-generator',         // Generate pyramid-compliant tests
    'qe-test-executor',          // Parallel execution
    'qe-coverage-analyzer',      // Coverage gaps
    'qe-flaky-test-hunter',      // Flaky detection
    'qe-regression-risk-analyzer' // Smart selection
  ],
  topology: 'hierarchical'
});

Related Skills

tdd-london-chicago - TDD for unit tests
api-testing-patterns - Integration patterns
cicd-pipeline-qe-orchestrator - Pipeline integration
shift-left-testing - Early automation

Remember

With Agents: Agents generate pyramid-compliant tests, detect flaky patterns, optimize execution time, and maintain test infrastructure. Use agents to scale automation quality.

Gotchas

Agent generates 80% E2E tests and 20% unit tests (inverted pyramid) — explicitly enforce 70/20/10 ratio
Page Object Model tests become brittle when selectors change — prefer data-testid attributes over CSS selectors
Flaky tests quarantined but never fixed is technical debt — set a 2-week SLA to fix or delete
Agent treats test code as second-class — test code needs the same review standards as production code
Parallel test execution requires test isolation — shared state between tests causes non-deterministic failures

FAQ

What does the test-automation-strategy skill do?

Design and implement effective test automation with proper pyramid, patterns, and CI/CD integration. Use when building automation frameworks or improving test efficiency.

How do I install test-automation-strategy?

Run npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-automation-strategy in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/test-automation-strategy/ (personal) or .claude/skills/test-automation-strategy/ (project).

Which AI agents can use test-automation-strategy?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is test-automation-strategy safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains test-automation-strategy?

It is published by proffesor-for-testing in proffesor-for-testing/agentic-qe. It has 254 recorded installs.