Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Technical leadership for engineering teams, architecture decisions, and technology strategy. Tech debt assessment, DORA metrics, build-vs-buy analysis, and engineering org scaling.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
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还没有评价。欢迎分享你的使用感受。
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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.
中文简介正在准备中。当前显示原文说明。
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.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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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.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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