Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Technical leadership for engineering teams, architecture decisions, and technology strategy. Tech debt assessment, DORA metrics, build-vs-buy analysis, and engineering org scaling.
日本語の概要は準備中です。原文の説明を表示しています。
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Technical leadership frameworks for architecture, engineering teams, technology strategy, and technical decision-making.
Align technology investments with business priorities: technology vision (3-year), architecture roadmap, innovation budget (10-20% of capacity), build vs buy decisions, and technical debt strategy. See references/technology_evaluation_framework.md.
Scale the engineering org's productivity — not individual output. Hire for the next stage. Every 3x in team size requires a reorg. Manager:IC ratio: 5-8 direct reports optimal. See references/engineering_metrics.md.
Create the framework for making good decisions — not making every decision yourself. Every significant decision gets an ADR: context, options, decision, consequences. See references/architecture_decision_records.md.
Every vendor is a dependency. Every dependency is a risk. Evaluate: Does it solve a real problem? Can we migrate away? What's the total cost?
Incident response, security breaches, major outages. Your role: ensure the right people are on it, communication is flowing, business is informed. Post-crisis: blameless retrospective within 48 hours.
See references/workflows.md for detailed step-by-step workflows:
| Category | Metric | Target | Frequency |
|---|---|---|---|
| Velocity | Deployment frequency | Daily (or per-commit) | Weekly |
| Velocity | Lead time for changes | < 1 day | Weekly |
| Quality | Change failure rate | < 5% | Weekly |
| Quality | MTTR | < 1 hour | Weekly |
| Debt | Tech debt ratio | < 25% | Monthly |
| Team | Engineering satisfaction | > 7/10 | Quarterly |
| Architecture | System uptime | > 99.9% | Monthly |
| Cost | Cloud spend / revenue ratio | Declining trend | Monthly |
| When... | CTO works with... | To... |
|---|---|---|
| Roadmap planning | CPO | Align technical and product roadmaps |
| Budget planning | CFO | Cloud costs, tooling, headcount budget |
| Security posture | CISO | Architecture review, compliance requirements |
| Hard calls | Executive Mentor | "Should we rewrite?" "Should we switch stacks?" |
Research the technical landscape first. Analyze options against constraints. Then recommend action. Always ground recommendations in evidence.
All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).
references/technology_evaluation_framework.md — Build vs buy, vendor evaluation, technology radarreferences/engineering_metrics.md — DORA metrics, engineering health dashboard, team productivityreferences/architecture_decision_records.md — ADR templates, decision governance, review processreferences/workflows.md — Tech debt assessment, ADR creation, build vs buy workflowsまだレビューはありません。使ってみた感想をお寄せください。
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
日本語の概要は準備中です。原文の説明を表示しています。
Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
日本語の概要は準備中です。原文の説明を表示しています。
Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
日本語の概要は準備中です。原文の説明を表示しています。
Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
日本語の概要は準備中です。原文の説明を表示しています。
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
日本語の概要は準備中です。原文の説明を表示しています。