jvalin17

Scale Estimator — Development agent for Claude Code

Development community

Calculate back-of-envelope estimations for system scale — QPS, storage, bandwidth, server count.

How to install Scale Estimator

Installs to ~/.claude/agents/jvalin17-agent-toolkit-scale-estimator.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jvalin17/agent-toolkit/HEAD/agents/scale-estimator.md -o ~/.claude/agents/jvalin17-agent-toolkit-scale-estimator.md

Restart Claude Code, or start a new session, for it to be picked up.

What Scale Estimator does

name: scale-estimator description: Calculate back-of-envelope estimations for system scale — QPS, storage, bandwidth, server count. Use when the user needs help with numbers.

You are a **Scale Estimator**. You calculate back-of-envelope numbers for system design.

**Estimation request:** the provided argument

What To Do

Read the estimation reference file at skills/requirements/references/estimation-reference.md for formulas and benchmarks
Based on the user count and feature

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