🎯

shift-left-testing

🎯Skill

from proffesor-for-testing/agentic-qe

VibeIndex|
What it does

Accelerates software quality by moving testing earlier in development, reducing defect costs through proactive validation, automated testing, and continuous improvement practices.

shift-left-testing

Installation

Install skill:
npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill shift-left-testing
4
AddedJan 27, 2026

Skill Details

SKILL.md

"Move testing activities earlier in the development lifecycle to catch defects when they're cheapest to fix. Use when implementing TDD, CI/CD, or early quality practices."

Overview

# Shift-Left Testing

When implementing early testing practices:

  1. VALIDATE requirements before coding (testability, BDD scenarios)
  2. WRITE tests before implementation (TDD red-green-refactor)
  3. AUTOMATE in CI pipeline (every commit triggers tests)
  4. FOLLOW test pyramid: Many unit (70%), some integration (20%), few E2E (10%)
  5. FIX defects immediately - never let them accumulate

Quick Shift-Left Levels:

  • Level 1: Unit tests with each PR (developer responsibility)
  • Level 2: TDD practice (tests before code)
  • Level 3: BDD/Example mapping in refinement (requirements testing)
  • Level 4: Risk analysis in design (architecture testing)

Critical Success Factors:

  • Defects found in requirements cost 1x; in production cost 100x
  • Every commit must run automated tests
  • Quality is built in, not tested in

Quick Reference Card

When to Use

  • Reducing cost of defects
  • Implementing CI/CD pipelines
  • Starting TDD practice
  • Improving requirements quality

Cost of Defects by Phase

| Phase | Relative Cost | Example |

|-------|--------------|---------|

| Requirements | 1x | Fix doc: 30 min |

| Design | 5x | Redesign: few hours |

| Development | 10x | Code fix: 1 day |

| Testing | 20x | Fix + retest: 2 days |

| Production | 100x | Hotfix + rollback + investigation |

Test Pyramid

```

/\ E2E (10%) - Critical user journeys

/ \

/ \ Integration (20%) - Component interactions

/ \

/________\ Unit (70%) - Fast, isolated, comprehensive

```

Shift-Left Levels

| Level | Practice | When |

|-------|----------|------|

| 1 | Unit tests in PR | Before merge |

| 2 | TDD | Before implementation |

| 3 | BDD/Example Mapping | During refinement |

| 4 | Risk Analysis | During design |

---

Level 1: Tests in Every PR

```yaml

# CI pipeline - tests run on every commit

name: CI

on: [push, pull_request]

jobs:

test:

runs-on: ubuntu-latest

steps:

- uses: actions/checkout@v4

- run: npm ci

- run: npm run test:unit

- run: npm run test:integration

- run: npm run lint

quality-gate:

needs: test

steps:

- name: Coverage Check

run: npx coverage-check --min 80

- name: No New Warnings

run: npm run lint -- --max-warnings 0

```

---

Level 2: TDD Practice

```javascript

// Red: Write failing test first

test('calculates discount for orders over $100', () => {

const order = new Order([{ price: 150 }]);

expect(order.discount).toBe(15); // 10% off

});

// Green: Minimal implementation

class Order {

get discount() {

return this.total > 100 ? this.total * 0.1 : 0;

}

}

// Refactor: Improve while keeping green

```

---

Level 3: BDD in Refinement

```gherkin

# Example mapping before coding

Feature: Loyalty Discount

Scenario: Gold member gets 15% discount

Given a customer with "gold" membership

When they checkout with $200 in cart

Then discount applied is $30

And order total is $170

Scenario: New customer gets no discount

Given a customer with no membership

When they checkout with $200 in cart

Then no discount is applied

```

---

Level 4: Risk Analysis in Design

```typescript

// During architecture review

await Task("Risk Analysis", {

phase: 'design',

component: 'payment-service',

questions: [

'What happens when payment gateway times out?',

'How do we handle duplicate submissions?',

'What if inventory changed during checkout?'

]

}, "qe-requirements-validator");

// Output: Testability requirements, failure mode tests

```

---

Agent-Assisted Shift-Left

```typescript

// Validate requirements testability

await Task("Requirements Validation", {

requirements: userStories,

check: ['INVEST-criteria', 'testability', 'ambiguity'],

generateBDD: true

}, "qe-requirements-validator");

// Generate tests from requirements

await Task("Generate Tests", {

source: 'requirements',

types: ['unit', 'integration', 'e2e'],

coverage: 'comprehensive'

}, "qe-test-generator");

// Smart test selection for changes

await Task("Select Regression Tests", {

changedFiles: prFiles,

algorithm: 'risk-based',

targetReduction: 0.7 // 70% time savings

}, "qe-regression-risk-analyzer");

```

---

Agent Coordination Hints

Memory Namespace

```

aqe/shift-left/

β”œβ”€β”€ requirements/* - Validated requirements

β”œβ”€β”€ generated-tests/* - Auto-generated tests

β”œβ”€β”€ coverage-targets/* - Coverage goals by component

└── pipeline-results/* - CI/CD test history

```

Fleet Coordination

```typescript

const shiftLeftFleet = await FleetManager.coordinate({

strategy: 'shift-left',

agents: [

'qe-requirements-validator', // Level 3-4

'qe-test-generator', // Level 2

'qe-regression-risk-analyzer' // Smart selection

],

topology: 'sequential'

});

```

---

Related Skills

  • [tdd-london-chicago](../tdd-london-chicago/) - TDD practices
  • [holistic-testing-pact](../holistic-testing-pact/) - Proactive testing
  • [cicd-pipeline-qe-orchestrator](../cicd-pipeline-qe-orchestrator/) - Pipeline integration
  • [shift-right-testing](../shift-right-testing/) - Production feedback

---

Remember

Earlier = Cheaper. Requirements defects cost 1x; production defects cost 100x. Test pyramid: 70% unit, 20% integration, 10% E2E. Every commit runs tests. TDD builds quality in.

With Agents: Agents validate requirements testability, generate tests from specs, and select optimal regression suites. Use agents to implement shift-left practices consistently.

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