Assembly Line

sloptrim

A local detector for AI-writing patterns. Scores every prose file your agent saves. Python standard library only, no network, no model.

sloptrim is an open-source linters and formatters project on GitHub under the Apache-2.0 license (permissive), with 414 stars. It is built with CPython and V8. Its last push was 14 days ago.

Stars
414
License
Apache-2.0
Activity
Active

Code on GitHub

Judgement

What it is
Developer tool
What it does
A prose linter that scores text files written by a coding agent for patterns typical of AI writing and asks the agent to rewrite the flagged spans. It uses only the Python standard library and runs with no network and no model.
Adopt it when
You use Claude Code or Codex to draft documents and want an automatic check for stock AI phrasing before you read them.
Watch out
It has no release yet and works as an agent plugin, so it flags patterns rather than proving who wrote a text.
Ready for
Experimental
Runs as
Command line
Built with
Python and JavaScript
How established
New: started 2 months ago, no tagged release yet.
What the license allows
You can build it into a product you sell, as long as you keep its copyright notice.

Judged on 2026-11-06 from the project's README and GitHub data. The license and age lines are worked out directly.

Built from

Follow it down: sloptrim → CPython → GCC → LLVM project → runs on a microchip

How compilers were built, back to punched paper tape

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Stars, license and activity come from GitHub and refresh on a rolling hourly schedule. The project's own description is quoted as written.