anti-slop skillA
anti-slop is agent-read markdown (skill) from jnpiyush/agentx: 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)..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@v1.0.0mdr add jnpiyush/agentx/anti-slop@sha256:e1c1ebac7ca6fcdfPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_patz4p4e4hiqpgyw)
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Versions
| 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 · 16 stars · license Apache-2.0 · pushed 2026-09-21 · 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
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