Zero Script QA
SkillCloud & infraZero Script QA - Testing methodology without test scripts. Uses structured JSON logging and real-time Docker monitoring.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Zero Script QA skill
What this skill tells your AI
The instructions your AI receives, as published by ww-w-ai/bkit-gemini in skills/zero-script-qa/SKILL.md and read by ahel’s review.
Testing methodology using structured logging instead of test scripts
Philosophy
Instead of writing and maintaining test scripts, Zero Script QA uses:
- Structured JSON logging for all operations
- Real-time Docker log monitoring
- Pattern-based verification
Key Principles
1. Structured Logging
// Every operation logs structured JSON
logger.info({
event: 'user.login',
userId: user.id,
method: 'email',
success: true,
duration: 234
});
2. Log Patterns
Define expected patterns for verification:
{
"feature": "user-login",
"patterns": [
{"event": "user.login", "success": true},
{"event": "session.created"},
{"event": "audit.login"}
]
}
3. Real-time Monitoring
# Monitor Docker logs in real-time
docker logs -f app-container 2>&1 | grep -E '"event":'
Usage
# Start QA monitoring
/zero-script-qa start
# Monitor specific feature
/zero-script-qa monitor user-login
# Generate QA report
/zero-script-qa report
Benefits
| Traditional Testing | Zero Script QA |
|---|---|
| Write test scripts | Define log patterns |
| Maintain test code | Logs are automatic |
| Flaky tests | Consistent logs |
| Separate test env | Same as production |
Log Categories
- Business Events: User actions, transactions
- System Events: Startup, shutdown, errors
- Performance Metrics: Response times, throughput
- Security Events: Auth, access control
Integration
Works with:
- Docker Compose
- Kubernetes
- Any JSON logging system
Signals
- GitHub stars
- 65
- Forks
- 16
- Last commit
- May 2026
Advanced
- Catalog kind
- skill
- Gateway key
zero-script-qa- Source
- github.com/ww-w-ai/bkit-gemini