nwave-ai/nw-production-readiness
nWave/skills/nw-production-readiness/SKILL.md
Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence.
$ install --global
skillsauthnpx skillsauth add nwave-ai/nwave nw-production-readinessInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 24, 2026, 8:41 PM1.7s1 file scanned
SKILL.md
- name:
- nw-production-readiness
- description:
- Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence.
- user-invocable:
- false
- disable-model-invocation:
- true
Production Readiness
Monitoring and Observability
Application Monitoring
- Performance: response time | throughput | latency percentiles (P50, P95, P99)
- Resources: CPU | memory | database connections | cache hit rates
- Errors: exception tracking | error rate trends | integration failure detection
- Business: KPI tracking | conversion funnels | feature usage | revenue impact
Infrastructure Monitoring
Server/container health and resource utilization | Network performance and connectivity | Storage capacity and I/O performance | Security event detection.
Alerting Tiers
| Tier | Condition | Response | |------|-----------|----------| | Page | Service down, data loss risk, security breach | Immediate response | | Urgent | Error rate >2x baseline, latency SLA breach | Response within 15 min | | Warning | Capacity >80%, error rate trending up | Response within 1 hour | | Info | Deployment complete, metric threshold crossed | Review next business day |
Operational Procedures
Incident Response
- Detect: automated alerting identifies issue
- Triage: classify severity, assign responder
- Communicate: notify stakeholders per severity level
- Resolve: apply fix or rollback
- Review: post-incident review within 48 hours
- Improve: update runbooks and monitoring based on findings
Maintenance Procedures
Regular update and patching schedule | Backup verification (test restores quarterly) | Security vulnerability scanning (automated, weekly) | Performance baseline recalibration (after major changes).
Knowledge Transfer
Operational runbooks for common procedures | Architecture documentation with system diagrams | Deployment procedures and configuration management | Troubleshooting guides for known failure modes.
Quality Gates for Production Readiness
Before declaring production-ready, all must pass:
- [ ] All acceptance tests passing
- [ ] Unit coverage meets project standard (default: >= 80%)
- [ ] Integration tests validated
- [ ] Performance validated under realistic load
- [ ] Security scan completed (0 critical, 0 high)
- [ ] Monitoring and alerting configured
- [ ] Logging structured and searchable
- [ ] Rollback procedure documented and tested
- [ ] Runbook created for operational procedures
- [ ] On-call team trained on new feature
For CI/CD architecture lessons and measurement coupling pitfalls, see cicd-and-deployment skill.
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