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Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
npx skill4agent add shipshitdev/library cto-advisorpython scripts/tech_debt_analyzer.pypython scripts/team_scaling_calculator.pyreferences/architecture_decision_records.mdreferences/technology_evaluation_framework.mdreferences/engineering_metrics.md| Area | Focus |
|---|---|
| Technology Strategy | Vision, roadmaps, innovation, tech debt |
| Team Leadership | Scaling, performance, culture |
| Architecture Governance | Decisions, standards, reviews |
| Vendor Management | Evaluation, relationships, SLAs |
| Engineering Excellence | Metrics, quality, reliability |
| Metric | Target |
|---|---|
| Manager:Engineer | 1:8 |
| Senior:Mid:Junior | 3:4:2 |
| Product:Engineering | 1:10 |
| QA:Engineering | 1.5:10 |
| Metric | Elite | High |
|---|---|---|
| Deployment Frequency | On-demand | 1/day - 1/week |
| Lead Time | <1 hour | 1 day - 1 week |
| MTTR | <1 hour | <1 day |
| Change Failure Rate | <15% | <30% |
| Area | Target |
|---|---|
| System uptime | >99.9% |
| Tech debt capacity | <10% |
| Team satisfaction | >8/10 |
| Attrition rate | <10% |
| Features on-time | >80% |
| Skill | When to Use |
|---|---|
| Optimize system performance |
| Security architecture |
| Testing strategy |
references/full-guide.md