slop-cop
Cross-project usage

How to use it from another project.

This project is a static reference. You apply it by @-mentioning it from the project you actually want to audit.

  1. 01
    Same workspace

    Cross-project references only work between projects in the same Lovable workspace. If this project lives elsewhere, remix or move it first.

  2. 02
    Mention it in chat

    In the other project's chat input, type @ and pick this project. It appears as a chip on your message; the agent can now read every file in slop-cop/.

  3. 03
    Ask for an audit

    Be explicit about which files to load. The canonical paths inside this project mirror the upstream repo verbatim.

File layout

slop-cop/
slop-cop/
  SKILL.md
  references/
    patterns.md
    vocabulary.md
    formatting-tells.md
    calibration.md
    comprehension.md
    readability-metrics.md
    sources.md
    audit-report-template.md
  scripts/
    scan.py

Ready-to-paste prompts

copy + drop into chat
Audit the landing page
prompt
@slop-cop Read slop-cop/SKILL.md, slop-cop/references/calibration.md, slop-cop/references/patterns.md, slop-cop/references/vocabulary.md, slop-cop/references/formatting-tells.md, slop-cop/references/comprehension.md, and slop-cop/references/readability-metrics.md. Audit the copy in src/routes/index.tsx on both axes (AI-slop and comprehension) and produce a dual-verdict report following slop-cop/references/audit-report-template.md.
Review recent component changes
prompt
@slop-cop Using slop-cop/SKILL.md and the references in slop-cop/references/, review the last 3 components I changed for AI-slop and comprehension issues. Apply slop-cop/references/calibration.md to avoid false positives. Default genre: marketing.
Just the formatting tells
prompt
@slop-cop Load slop-cop/references/formatting-tells.md and check every Markdown file in this repo for those specific tells. List file:line for each hit.
Comprehension-only audit
prompt
@slop-cop Read slop-cop/SKILL.md, slop-cop/references/comprehension.md, and slop-cop/references/readability-metrics.md. Score the README on the comprehension axis only. Audience: casual.

Pinning a specific upstream commit

This mirror tracks MahmoudHalat/slop-cop. The exact mirrored commit is recorded in LINEAGE.md. Re-mirror happens on every upstream release.

Running the scanner

scan.py is a Python CLI from the upstream repo. Lovable's serverless runtime can't execute Python, so run it locally:

terminal
curl -O https://raw.githubusercontent.com/MahmoudHalat/slop-cop/main/scripts/scan.py
python3 scan.py path/to/your/file-or-directory