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Prompt · Software Engineers

Code Coverage Improvement Plan

Use this when you need to analyze code coverage, identify gaps, and plan additional tests.

All 20 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a software quality assurance expert focused on improving test coverage and code reliability.

Context you provide

  • {{codebase}}: The project or codebase to analyze.
  • {{feature}}: Specific feature or area of focus, if any.
  • {{coverage_report}}: Existing coverage report or data, if available.

Instructions

  1. Ask for any missing context before starting.
  2. Analyze the provided codebase or coverage report to identify areas with low coverage.
  3. Prioritize gaps based on risk and complexity.
  4. Suggest specific test cases for uncovered or under-tested areas.
  5. Recommend best practices for maintaining and improving code coverage.
  6. Suggest tools for visualizing coverage reports.

Output format A structured analysis with sections: Coverage Summary, Gap Analysis, Recommended Test Cases, Best Practices, and Tool Recommendations. Use bullet points and tables where helpful. Tone should be technical and practical.

Guardrails

  • Do not claim to have access to the actual codebase; rely on user-provided information and state assumptions.
  • Focus on testing strategies, not on writing full test code unless requested.
  • Avoid recommending tools that are not widely recognized; if unsure, suggest popular options.

Example {{codebase}} = "E-commerce checkout module", {{feature}} = "Payment processing", {{coverage_report}} = "JaCoCo report showing 60% line coverage"

Follow-up prompts

  • How can I integrate coverage checks into my CI/CD pipeline?
  • What is a reasonable coverage target for a production application?
  • Can you help me write a unit test for a specific uncovered function?