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Analyze test coverage gaps and generate tests for uncovered code paths.

Steps

1. Run Coverage Analysis

  • Detect the test framework and run coverage:
    • JS/TS: npx vitest run --coverage or npx jest --coverage
    • Python: pytest --cov=src --cov-report=term-missing
    • Go: go test -coverprofile=cover.out ./... && go tool cover -func=cover.out
    • Rust: cargo tarpaulin --out Stdout

2. Identify Gaps

  • List files below 80% line coverage.
  • For each low-coverage file, identify:
    • Uncovered branches (if/else, switch cases, error paths).
    • Uncovered functions or methods.
    • Edge cases not exercised (null inputs, empty collections, boundary values).

3. Prioritize

  • Rank gaps by risk: business logic > data access > utilities > configuration.
  • Focus on branches where bugs are most likely to hide: error handling, boundary conditions, type coercion.

4. Generate Tests

  • Write tests for the highest-priority uncovered paths.
  • Each test targets a specific uncovered branch or function.
  • Use existing test patterns and conventions from the codebase.
  • Follow the Arrange-Act-Assert structure.

5. Verify

  • Re-run coverage to confirm the gaps are filled.
  • Ensure no existing tests broke.

Rules

  • Do not write tests purely to increase numbers. Every test must assert meaningful behavior.
  • Exclude generated code, type definitions, and configuration from coverage targets.
  • Target 80% line coverage and 75% branch coverage as minimums.
  • If a function is genuinely untestable (e.g., thin wrappers), document why rather than writing a meaningless test.