sloptrim

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

A new way for AI to search for data
View on GitHub
406GitHub stars

Python, JavaScript

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit cbbb587855 (2026-10-05).

Selected work

Seyed Ehsan Hadi
@seyedehsanhadi

“sloptrim 0.9.4”. 9 files, 484 lines in tests, scripts, hooks.

Licence

The repository

Apache-2.0

Checked by a person at the pinned commit.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-10-23. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

ai-agentsai-slopclaude-codeclaude-code-pluginde-slopdeveloper-toolsdocxhumanizer

Example questions

The prompt

Paste it into your AI agent. It clones seyedehsanhadi/sloptrim at the pinned commit and indexes it on your machine.

Search the GitHub repository seyedehsanhadi/sloptrim with XERJ (https://hub.xerj.org/corpus/seyedehsanhadi--sloptrim).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/seyedehsanhadi/sloptrim sloptrim && git -C sloptrim checkout cbbb587855e0f0f0fce5408cd4c294b80a89a0aa
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./sloptrim --url http://127.0.0.1:9200 --prefix sloptrim --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: Apache-2.0. Keep the copyright notice and credit the authors.

Related

Selected work and consent: the XERJ registry.