Skip to content
مَحَكّ

Documentation

Platform docs, domain definitions, and prompt templates.

Understand the platform

  1. 1

    About Mahak

    What Mahak measures and why it matters — etymology, historical philology behind the name, and the three principles of native-Arabic evaluation. · 3 min read

  2. 2

    How Mahak Works

    Copy, run, submit, shape the ranking — the four steps from prompt to leaderboard. · 3 min read

  3. 3

    Domains & Rubric Philosophy

    How the five everyday domains and their rubric criteria turn votes into scores. · 3 min read

  4. 4

    How Scores Are Calculated

    How votes become rankings — Wilson confidence, rubric compliance, and arena Elo. · 4 min read

Start contributing

  1. 1

    Contribution Guide

    Pick a prompt, document your run, and submit — fields, proof levels, and tips. · 3 min read

  2. 2

    Frequently Asked Questions

    Is my data public? How do I contribute? Answers to the questions every newcomer asks. · 2 min read

For AI agents

  1. Contribute with an AI Agent

    Let a CLI coding agent contribute in 30 seconds — fetch prompts, submit outputs, no install. · 2 min read

  2. Run the Full Benchmark with an AI Agent

    Send an agent through all 25 prompts and get outputs plus feedback — the master benchmark prompt. · 4 min read