home / skills / willsigmon / sigstack / qodo-cover-expert
This skill helps you boost test coverage by generating AI-driven tests for your TypeScript code and CI integration.
npx playbooks add skill willsigmon/sigstack --skill qodo-cover-expertReview the files below or copy the command above to add this skill to your agents.
---
name: Qodo Cover Expert
description: Qodo Cover - AI-generated test coverage, automatic test writing
allowed-tools: Read, Edit, Bash, WebFetch
model: sonnet
---
# Qodo Cover Expert
AI-powered test generation for automatic coverage improvement.
## What is Qodo Cover?
Formerly Codium Cover - uses AI to automatically generate meaningful tests.
- Analyzes your code semantically
- Generates edge cases automatically
- Finds bugs through test generation
- Integrates with CI/CD
## Pricing (2026)
- **Free**: 10 test generations/month
- **Pro**: $19/month - Unlimited generations
- **Team**: $49/user/month - CI integration
## CLI Installation
```bash
pip install qodo-cover
```
## Basic Usage
### Generate Tests for File
```bash
qodo-cover generate src/utils/validation.ts
```
### Output
```typescript
// Generated tests for validation.ts
describe('validateEmail', () => {
it('should accept valid email', () => {
expect(validateEmail('[email protected]')).toBe(true);
});
it('should reject email without @', () => {
expect(validateEmail('userexample.com')).toBe(false);
});
it('should reject email with spaces', () => {
expect(validateEmail('user @example.com')).toBe(false);
});
// AI found edge case!
it('should handle unicode domains', () => {
expect(validateEmail('user@例え.jp')).toBe(true);
});
});
```
## Configuration
### qodo.yaml
```yaml
language: typescript
test_framework: jest
coverage_target: 80
output_dir: __tests__/generated
exclude:
- "**/*.d.ts"
- "**/node_modules/**"
focus:
- src/core/**
- src/utils/**
```
## CI Integration
### GitHub Actions
```yaml
name: AI Test Generation
on:
pull_request:
paths:
- 'src/**/*.ts'
jobs:
generate-tests:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Generate Tests
run: |
pip install qodo-cover
qodo-cover generate --changed-files
env:
QODO_API_KEY: ${{ secrets.QODO_API_KEY }}
- name: Run Generated Tests
run: pnpm test
- name: Comment Coverage
uses: actions/github-script@v6
with:
script: |
// Post coverage improvement comment
```
## Best Practices
### 1. Review Generated Tests
```bash
# Generate but don't auto-commit
qodo-cover generate src/ --dry-run
# Review and curate
qodo-cover generate src/ --interactive
```
### 2. Focus on Complex Logic
```bash
# Target high-complexity files
qodo-cover generate --complexity-threshold 10
```
### 3. Combine with Manual Tests
```
__tests__/
├── generated/ # AI-generated (don't edit)
├── unit/ # Manual unit tests
└── integration/ # Manual integration tests
```
## Swift Support
```bash
qodo-cover generate Sources/App/ \
--language swift \
--test-framework xctest
```
## Comparison: AI Test Generators
| Tool | Languages | Quality | Price |
|------|-----------|---------|-------|
| Qodo Cover | TS, Python, Java | High | $19/mo |
| Copilot | All | Medium | $19/mo |
| Diffblue | Java only | Very High | Enterprise |
| Mabl | E2E only | High | $500+/mo |
Use when: Bootstrapping tests, increasing coverage quickly, finding edge cases
This skill provides AI-powered test generation to automatically improve code coverage and surface edge cases. It analyzes TypeScript (and other languages) semantically, produces runnable tests, and can integrate into CI pipelines for continuous coverage improvement. Use it to bootstrap test suites, find subtle bugs, and keep coverage targets enforced across PRs.
The tool scans target files or changed files, infers intended behavior, and generates unit tests tailored to the code and configured test framework (for example, Jest for TypeScript). It can focus on high-complexity areas, produce edge-case scenarios, and output tests into a configurable directory. Optional CI steps run generation on pull requests, execute the generated tests, and publish coverage feedback.
Does the tool commit generated tests automatically?
No—use dry-run or interactive modes to review generated tests before committing; CI can be configured to only post results or to commit behind protected workflows.
Which languages and frameworks are supported?
Primary support includes TypeScript with Jest, plus Python, Java, and Swift options; the test framework is configurable per-project.