I Built a Simple CLI to Check Plagiarism and AI-Generated Text (Locally)

The goal is not to replace large commercial tools, but to provide something that is:

* fast
* minimal
* scriptable
* privacy-friendly (no text leaves your machine)

## Why I Built This

I wanted a tool that could:

* quickly validate content before submitting or sharing
* integrate into scripts or developer workflows
* work entirely offline

Many existing solutions feel heavy or opaque. This is intentionally simple and local-first.

## How It Works (High-Level)

At the moment, dokimos focuses on:

* similarity checks to flag potentially copied content
* heuristic-based indicators to estimate AI-generated patterns

It is still an early-stage project, and the results should be treated as signals rather than definitive conclusions.

## Target Use Cases

* developers who prefer CLI-based tools
* students and writers who want a quick local check
* teams looking for simple automation hooks

## Roadmap

Planned improvements include:

* better detection accuracy
* clearer explanations for scores
* structured output (e.g., JSON) for integration
* deeper similarity insights

## Repository

https://github.com/Thavarshan/dokimos

## Feedback

This is an early project, so feedback is very valuable.

If you have suggestions around accuracy, usability, or features, I would appreciate hearing your perspective.