Individual skill
slopmonster
Review writing for its intended reader, check common AI writing patterns, revise, request a second pass from a different model family, and check again. Trigger on /slopmonster, "humanize this", "de-slop this", "does this sound like AI", "fix this copy".
SKILL.md
Source commit 3fc9787d9337b57c599a80afbefbbb3be5a8eb0b
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 3, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,263
- Repository last updated
- Sep 26, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.github/workflows/slop.ymlasset · 1,014 bytes.gitignoreasset · 29 bytesLICENSEasset · 1,069 bytesREADME.mddoc · 7,832 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesSKILL.mdcore · 6,016 bytesdocs/img/hero.pngasset · 706,062 bytesdocs/img/rule-1-vocab.pngasset · 545,687 bytesdocs/img/rule-2-phrases.pngasset · 493,032 bytesdocs/img/rule-3-punctuation.pngasset · 399,836 bytesdocs/img/rule-4-rhythm.pngasset · 462,575 bytesdocs/img/rule-5-conversion.pngasset · 614,321 bytesexamples/gate-sample.txtdoc · 182 bytesexamples/jasper-live-run.mddoc · 3,723 bytesexamples/ridgeline-roofing.mddoc · 5,539 bytesprompts/cleanse.txtdoc · 3,307 bytesreferences/principles.mddoc · 3,989 bytesreferences/signs-of-ai-writing.mddoc · 4,491 bytesreferences/sources.mddoc · 2,413 bytestools/cleanse.shruns · 6,157 bytestools/deslop.pyruns · 18,116 bytestools/test_cleanse.shruns · 4,164 bytestools/test_deslop.pyruns · 14,841 bytes
Read excerpt
# SlopMonster
Edit the supplied draft for its audience and purpose. The workflow supports
READMEs, landing pages, emails and scripts. Use the checker to locate known
patterns, then review the writing in context. A score of 5/5 means no scored
patterns matched; it does not establish that the copy is clear or accurate.
## Step 1: Establish the context and run the checker
Identify the reader, the format and what the reader needs from the text. Use the
user's brief and the draft itself. Ask a focused question only when missing context
would materially change the edit.
A README should explain what the project does, how to use it and its limitations.