anti-slop SKILL.md skillA
anti-slop from jnpiyush/agentx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jnpiyush/agentx/anti-slop@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jnpiyush/agentx
- Path
.github/skills/design/anti-slop/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Sep 15, 2026
- First version recorded
- May 17, 2026
- Size
- 11,319 bytes
- Repository stars
- 19
- License
- Apache-2.0
Identify and prevent AI design slop in generated UI -- forbidden visual tells (purple/teal gradients, generic system emoji, soft pastel everything, fake metrics, hand-drawn cartoon humans, rounded-2xl-everywhere) and enforce honest placeholders. Use after generating any HTML/CSS prototype, marketing surface, or product screen, and as a hard gate inside the prototype-audit Pass 9 (self-critique).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<!-- Source: Anti-AI-slop blacklist and honest-placeholders rule adapted from alchaincyf/huashu-design's "anti-slop checklist", via nexu-io/open-design (Apache-2.0). See repository NOTICE. --> # Anti-Slop > WHEN: After any AI-generated UI surface is produced -- prototype, marketing > page, dashboard, or component library. This skill is a NAMED BLACKLIST plus > a placeholder-honesty rule. Findings are concrete: each rule cites the > visible symptom and the corrective replacement. ## When to Use This Skill - After UX Designer or Engineer agents emit HTML/CSS - Before declaring a prototype review-ready (Pass 9 of prototype-audit) - During Reviewer's visual-pass on a UI-bearing PR - When a user feedback says the UI feels "generic" or "AI-made" ## The Forbidden Tells These are the patterns that mark a UI as AI-generated. Each is treated as a P0 finding -- the audit BLOCKS until the tell is removed or an explicit waiver is recorded with rationale. ### Ownership: delegated vs retained Five tells now have a deterministic rule in the Impeccable detector, which runs as Pass 0 of `prototype-audit` before any LLM judgement. T6 is delegated to …
Read the whole file at its exact version.
How to install
mdr add jnpiyush/agentx/anti-slop@sha256:e1c1ebac7ca6fcdfThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_patz4p4e4hiqpgyw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 17, 2026 and Sep 15, 2026, about one every 60 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-15 | f17c505 | 11,319 B | A | view · diff |
| v1.0.0 | 2026-08-27 | 11befbe | 11,295 B | A | view · diff |
| v1.0.0 | 2026-05-17 | 4703a79 | 8,465 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11319 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jnpiyush/agentx · 19 stars · license Apache-2.0 · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_patz4p4e4hiqpgyw GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/anti-slop GET https://markdownregistry.com/api/v1/blob/e1c1ebac7ca6fcdf271809b6c3a8754e123d6b7222e106e75549cecf4ff8120e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.