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Scale benchmarks and estimation formulas v1.0.0

Use this resource to estimate a service's load, storage and bandwidth from its audience

New

  • 464 downloads
  • 105 likes
  • 213 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install scale-capacity-estimation

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent applies the skill's formulas (users to requests per second, storage, bandwidth) and the peak multipliers by application type, then presents capacity scenarios for 1,000, 10,000, 100,000 and one million daily active users.

Mostly picked by

Updated November 2, 2026

Card for the “Scale benchmarks and estimation formulas” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: estimation formulas and peak multipliers by application type
  • SKILL.md: illustrative capacity scenarios from 1,000 to one million daily active users

Good fit for

  • You are sizing infrastructure before a launch
  • You want to check whether an architecture will hold a traffic peak

Not for

    Tags

    • sizing
    • load
    • estimation
    • infrastructure

    About

    You say

    “Estimate peak requests per second for 50,000 daily active users on an online shop.”

    Card for the “Scale benchmarks and estimation formulas” skill

    Skill published by sickn33 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to estimate a service's load, storage and bandwidth from its audience
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.3 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/monopoly/scale-benchmarks
    Licence
    MIT

    Notice

    « scale-benchmarks » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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