Slop Check
Structured AI-slop audit: quotes every violation, scores 8 dimensions, gives a PASS/REWRITE verdict
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 15, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · f5cc98b
Audited the same slop-filled paragraph twice: an unguided review caught about 5 cliches and gave a rough 3-4/10, while following the skill verbatim quoted all 12 Tier-1 violations by name, ran the 3 quality gates (all FAIL), scored 8 dimensions at 1.6/10 overall, and closed with a REWRITE verdict plus 3 concrete rewrite directions.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 9/10
- Docs & honesty 5/5
What Slop Check does
Audits a draft for AI-tell patterns — banned vocabulary, filler phrases, fake balance, hourglass closes, forced persona — then runs three pass/fail quality gates and an 8-dimension 1-10 score before returning a PASS / NEEDS REWRITE / REWRITE verdict with concrete rewrite directions. Triggers when checking, scoring, rewriting, or humanizing posts, articles, landing pages, essays, or newsletters before publishing.
How to install Slop Check
git clone https://github.com/allanta8/slop-check
cd slop-check
mkdir -p ~/.claude/skills
cp -r . ~/.claude/skills/slop-check
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Slop Check
-
/slop-checkStructured AI-slop audit: quotes every violation, scores 8 dimensions, gives a PASS/REWRITE verdict
It also activates on plain-language prompts like these:
-
Can you check this blog draft for AI-sounding phrases before I publish it? -
Score this newsletter draft for AI slop and tell me if it needs a rewrite -
Does this landing page copy read like it was written by an AI to you?
Frequently asked questions
- Is the Slop Check skill free?
- Yes. The skill itself is free from allanta8/slop-check. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Slop Check work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 15, 2026. Verdict: Tested · Works. Audited the same slop-filled paragraph twice: an unguided review caught about 5 cliches and gave a rough 3-4/10, while following the skill verbatim quoted all 12 Tier-1 violations by name, ran the 3 quality gates (all FAIL), scored 8 dimensions at 1.6/10 overall, and closed with a REWRITE verdict plus 3 concrete rewrite directions.
- What is the Slop Check SkillProof Score?
- 9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
- How do I install Slop Check?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Slop Check with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.