CTO Review

/cs:cto-review <plan> — Architecture and scaling interrogation.

Business & Ops / Executive Advisorybusiness-opsexecutive-advisory
by AgentVoltv1.0.0Published 1y ago1 install
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Before & after

Same prompt, same agent — the only difference is the skill.

PromptDoes our architecture hold if we 10x our traffic tomorrow?
Beforegeneric AI agent
That's a good planning question to think about. Scaling can be challenging as your business grows. You'll want to consider your database capacity, server resources, and how your API handles increased load. Think about whether your architecture has bottlenecks. You might need to add more servers or optimize queries. Caching can help too. Different scaling strategies work for different architectures. It really depends on your current setup and growth trajectory. Have you thought about what the main scaling challenges might be?
Afterwith CTO Review
ARCHITECTURE INTERROGATION

CRITICAL SCALING CLIFF:
Database: PostgreSQL single-instance, 150GB at 10x load (current: 15GB)
Issue: Replication lag at scale; connection pool exhausts at 3000 QPS (you hit 2900 at 8x)
Fix urgency: IMMEDIATE before Series A (breach likely at 6x within 2 quarters)

DECISION POINT: Upgrade to managed Postgres + read replicas (4 weeks, 18k) vs rebuild on Firestore (8 weeks, design risk)
Recommendation: Postgres scaling path preserves schema; you own the upside

SECONDARY CLIFFS:
1. API Gateway rate-limiter (per-user, not global) — add sliding-window counters (3 days)
2. Cache invalidation strategy (currently TTL-only) — add event-driven purge (2 days)
3. Message queue depth (SQS at 80% max depth today) — forecast 220% at 10x; add worker pool (1 week)

TEAM SCALING BLOCKER:
Your on-call rotation (2 people) cannot handle 10x incident volume. Add 1 engineer to SRE role before scaling 5x.

REB UILT ESTIMATE: 12 weeks to 10x-safe architecture. Start now. Do not fundraise on current architecture.

About this skill


name: cto-review description: Use when /cs:cto-review <plan> — Architecture and scaling interrogation.

Cto Review

/cs:cto-review <plan> — Architecture and scaling interrogation. Tech debt, scaling cliffs, team scaling, build-vs-buy. Use when committing to an architecture, planning for 10x load, or weighing a rebuild against a vendor.

What you get

  • Public GitHub repo (alirezarezvani/claude-skills)
  • the cto-review skill folder with SKILL.md. Part of a 337-skill / 30-agent / 70-command install.

Customize your output

  • Fork the repo and adapt the skill's instructions and references to your workflow.

Example output

Activates automatically when your request matches Cto Review; chains with the other skills, agents, and commands in the collection.

Best for

Creators, builders, and teams using Claude Code.

SKILL.md preview

SKILL.md
---
name: cto-review
description: Use when committing to an architecture, planning for a 10x load increase, or weighing a system rebuild against a vendor solution.
version: 1.0.0
category: Business & Ops / Executive Advisory
author: AgentVolt
license: proprietary
tags:
  - business-ops
  - executive-advisory
---

# Cto Review

Runs a CTO-level architecture and scaling interrogation of a technical plan — probing tech debt, scaling cliffs, team-scaling implications, and build-versus-buy tradeoffs before committing resources.

## When to use

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