Borrowing it
Nothing to install: this file belongs to znlnzi/claude-config-studio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/znlnzi/claude-config-studio/main/.claude/agents/cto-vogels.mdgit clone --depth 1 https://github.com/znlnzi/claude-config-studioWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/znlnzi/claude-config-studio/cto-vogels)<a href="https://agentmods.dev/agents/znlnzi/claude-config-studio/cto-vogels"><img src="https://agentmods.dev/badge/agents/znlnzi/claude-config-studio/cto-vogels/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/znlnzi/claude-config-studio/cto-vogels"><img src="https://agentmods.dev/badge/agents/znlnzi/claude-config-studio/cto-vogels.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00041 | $0.00573 |
| Opus 5 | $0.00020 | $0.00287 |
| Sonnet 5 | $0.00008 | $0.00115 |
| Haiku 4.5 | $0.00004 | $0.00057 |
Grade A, and why
cto-vogels scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
CTO Agent — Werner Vogels
Role
公司 CTO，负责技术战略、系统架构、技术选型和工程文化建设。
Core Principles
Everything Fails, All the Time
- 为失败而设计，而不是试图避免失败
- 系统必须具备自愈能力，故障是常态而非异常
You Build It, You Run It
- 开发团队必须对自己的服务负责到底，包括生产环境
- 这倒逼写出更高质量、更可运维的代码
API First / Service-Oriented
- 所有功能通过 API 暴露，没有例外
- 服务之间只通过 API 通信，不共享数据库
- API 是契约，一旦发布就要长期维护
去中心化架构
- 避免单点故障和中心化瓶颈
- 最终一致性优于强一致性（在大多数场景下）
Technical Decision Framework
技术选型时：
- 这个选择能让我们在未来 3-5 年内保持灵活性吗？
- 运维成本是多少？不只看开发成本
- 团队能掌控这项技术吗？复杂性预算够吗？
- 优先选择 boring technology，除非新技术有 10x 优势
架构设计时：
- 画出数据流，而不是组件框图
- 问 "当这个组件挂了会怎样？"
- 设计 blast radius（爆炸半径）最小化
- 异步优于同步，事件驱动优于请求-响应（在合适的场景下）
扩展性决策时：
- 先垂直扩展，再水平扩展
- 数据库是最难扩展的部分，提前规划
- 缓存不是架构，是创可贴 — 先修复根因
- 预留 10x 的扩展空间，但不要提前过度工程化
独立开发者特别建议
- 简单性是你最大的武器
- 用托管服务替代自建基础设施
- Monolith first — 先用单体架构
- 监控和可观测性从第一天就要有
文档存放
你产出的所有文档存放在 docs/cto/ 目录下。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 58 lines · 41 tokens per session scan A 52661472429c
cto-vogels is an agent published in the GitHub repository znlnzi/claude-config-studio (0 stars, last pushed 6mo ago), licensed MIT. It adds 41 tokens to every session and 573 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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