nw-system-designer

nw-system-designer is an agent for Claude Code from nWave-ai/nWave. It costs 0 tokens per session (320 once invoked), scanned A, original, MIT.

A system-design agent for planning the infrastructure behind large or distributed software, such as servers, databases, caches, queues, and traffic routing.

In plain words
What is it for?
Use it to design scalable systems, estimate demand, choose patterns such as caching or sharding, and compare architecture options.
Why use it?
It helps you reason about growth, reliability, capacity, and the trade-offs between different infrastructure choices.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/nwave-ai/nwave/nw-system-designer
Clone the repo
git clone --depth 1 https://github.com/nWave-ai/nWave

Made for: Claude Code.

Wrote 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.

agentmods badge for nw-system-designer

README.md
[![agentmods](https://agentmods.dev/badge/agents/nwave-ai/nwave/nw-system-designer.svg)](https://agentmods.dev/agents/nwave-ai/nwave/nw-system-designer)
Your own site
<a href="https://agentmods.dev/agents/nwave-ai/nwave/nw-system-designer"><img src="https://agentmods.dev/badge/agents/nwave-ai/nwave/nw-system-designer.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 320 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00320
Opus 5 $0.00000 $0.00160
Sonnet 5 $0.00000 $0.00064
Haiku 4.5 $0.00000 $0.00032

Measured 6d ago against content hash 22da6ea83b71, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

nw-system-designer 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 6d 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.

docs/reference/agents/nw-system-designer.md · 20 lines

What it actually says

nw-system-designer

Use for DESIGN wave infrastructure-level architecture. Designs distributed systems, scalability strategies, load balancing, caching, database sharding, message queues, back-of-envelope estimation, and trade-off analysis. Complements solution-architect (application-level) with infrastructure-level depth.

Wave: DESIGN Model: inherit Max turns: 0 Tools: Read, Write, Edit, Glob, Grep, Task

Commands

Skills

  • nw-sd-case-studies — 25 real-world system design case studies condensed from Alex Xu's System Design Interview Vol 1 and 2 - requirements, architecture, deep dive insights, key takeaways
  • nw-sd-framework — 4-step system design framework with back-of-envelope estimation, scaling ladder, and common pitfalls
  • nw-sd-patterns — Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict resolution, CAP theorem
  • nw-sd-patterns-advanced — Advanced distributed patterns - event sourcing, CQRS, saga, stream processing, append-only log, exactly-once delivery, sequencer, double-entry ledger, erasure coding, order book, watermarks
Changes

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.

  1. 6d ago First seen · 20 lines · 0 tokens per session scan A 22da6ea83b71

Subscribe to this mod's changes

nw-system-designer is an agent published in the GitHub repository nWave-ai/nWave (605 stars, last pushed 6d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 320 tokens. 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 2026-08-30.