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automation-strategy

@melodic-software/claude-code-plugins
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Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.

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SKILL.md

name automation-strategy
description Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.
allowed-tools Read, Write, Glob, Grep, Task, WebSearch, WebFetch

Test Automation Strategy

When to Use This Skill

Use this skill when:

  • Automation Strategy tasks - Planning test automation strategies
  • Planning or design - Need guidance on ROI analysis, candidate selection, framework evaluation
  • Best practices - Want to follow established patterns and standards

Overview

A well-planned test automation strategy maximizes ROI by automating the right tests at the right level. Poor automation choices lead to maintenance burden, flaky tests, and wasted effort.

Automation Quadrant

                    High Business Value
                           │
        ┌──────────────────┼──────────────────┐
        │   AUTOMATE       │   AUTOMATE       │
        │   FIRST          │   (careful ROI)  │
        │   (High ROI)     │                  │
  Low   ├──────────────────┼──────────────────┤  High
Effort  │   AUTOMATE       │   CONSIDER       │  Effort
        │   (Low effort)   │   MANUAL         │
        │                  │   (Low ROI)      │
        └──────────────────┼──────────────────┘
                    Low Business Value

Selection Criteria Matrix

Criterion Weight Score (1-5)
Execution Frequency 25% 5 = Daily, 1 = Quarterly
Business Criticality 25% 5 = Revenue-critical, 1 = Rarely used
Stability (low change) 20% 5 = Never changes, 1 = Weekly
Complexity to Automate 15% 5 = Trivial, 1 = Very complex
Data Availability 15% 5 = Static, 1 = Unavailable

Decision: Score ≥ 4.0: Prioritize | 3.0-3.9: Defer | < 3.0: Keep manual

Good vs Poor Automation Candidates

Good Candidates Poor Candidates
Smoke/sanity tests Exploratory testing
Regression tests Usability testing
Data-driven tests One-time tests
API contract tests Rapidly changing features
Performance baselines Visual design validation
Security scans Edge cases rarely executed

ROI Quick Estimation

Factor Multiply Manual Time By
Simple UI automation 3-5x
Complex UI automation 8-15x
API automation 1-2x
Database automation 2-3x
Performance tests 5-10x

Example: 30 min manual × 1.5 = 45 min API automation. 52 weekly runs = 26 hrs saved. ROI = 3,367%

Anti-Patterns to Avoid

Anti-Pattern Problem Solution
Sleep/Wait hardcoding Flaky, slow Use explicit waits
XPath over data-testid Brittle Use stable selectors
Test interdependence Order-dependent failures Isolated test setup
Shared mutable state Race conditions Fresh state per test
Too many E2E tests Slow pipeline Push to lower pyramid

Maintenance Metrics

Metric Healthy Warning Critical
Pass rate > 98% 95-98% < 95%
Flaky test rate < 2% 2-5% > 5%
Avg execution time < 10 min 10-30 min > 30 min
Maintenance hours/week < 4 hrs 4-8 hrs > 8 hrs

References

Reference Content When to Load
automation-strategy-template.md Full strategy template, framework selection, roadmap Creating automation strategy
automation-patterns.md Page Object Model, Fluent Builder, Test Fixture Implementing .NET Playwright tests

Integration Points

Inputs from:

  • test-strategy-planning skill → Overall strategy
  • test-pyramid-design skill → Pyramid ratios
  • Requirements → Coverage targets

Outputs to:

  • CI/CD pipeline → Automation integration
  • Team training → Framework usage
  • test-case-design skill → Automatable test designs

Test Scenarios

Scenario 1: Planning automation strategy

Query: "Help me plan a test automation strategy for our e-commerce platform"

Expected: Skill activates, provides strategy template, guides through assessment

Scenario 2: Evaluating automation candidates

Query: "Should I automate this checkout flow test?"

Expected: Skill activates, provides selection criteria matrix, helps calculate ROI

Scenario 3: Implementing patterns

Query: "Show me the Page Object Model pattern in Playwright"

Expected: Skill activates, loads automation-patterns.md reference, provides code examples

Last Updated: 2025-12-28

Version History

  • v1.1.0 (2025-12-28): Refactored to progressive disclosure - extracted template/patterns to references/
  • v1.0.0 (2025-12-26): Initial release