A review and redesign guide for web interfaces built with tools such as React, Vue, Svelte, HTML, CSS, or Tailwind. It checks for generic, repetitive patterns often produced by AI and suggests ways to remove them.

Use it to scan, fix, redesign, judge, or review a website or app interface. It can also check a design brief before frontend work begins.

It helps prevent an interface from looking like an unfinished AI-generated template. It also provides checks for visual quality, accessibility, copy, and motion.

no-slop — Skill for Codex by Eid0lon/zero-slop

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add Eid0lon/zero-slop --skill no-slop

Clone the repo

git clone --depth 1 https://github.com/Eid0lon/zero-slop

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/eid0lon/zero-slop/no-slop/github.svg)](https://agentmods.dev/skills/eid0lon/zero-slop/no-slop)

Your own site

<a href="https://agentmods.dev/skills/eid0lon/zero-slop/no-slop"><img src="https://agentmods.dev/badge/skills/eid0lon/zero-slop/no-slop/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/eid0lon/zero-slop/no-slop"><img src="https://agentmods.dev/badge/skills/eid0lon/zero-slop/no-slop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 113 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,167 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00113	$0.01167
Opus 5.5	$0.00045	$0.00467
Sonnet 5.5	$0.00023	$0.00233
Haiku 4.5	$0.00011	$0.00117

Measured 2mo ago against content hash 5ba745854492, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

no-slop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/no_slop_cli.py, scripts/test_no_slop_cli.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/no-slop/SKILL.md · 110 lines

How it starts

The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.

No Slop

No Slop is a cold, precise anti-slop workflow. Its job is to detect generic AI UI, remove it, and block weak output before it ships.

After anti-slop remediation, hand app-like surfaces to reality-skill so the result is not only less generic, but also usable beyond a static mockup.

Command Interface

Use the command grammar in references/command-interface.md.

Primary commands:

no-slop --scan [target]
no-slop --fix [target]
no-slop --redesign [target]
no-slop --judge [target]
no-slop --prevent [target-or-brief]
no-slop --autopsy [target-or-brief]
no-slop -e --scan [target]

Short flags:

-s, --scan: scan and score.
-f, --fix: surgical remediation.
-r, --redesign: full redesign.
-j, --judge: run the strict judge panel.
--prevent: prevention mode before UI generation.
--autopsy: emit the forensic AI UI Autopsy report.
-e, --economy: disable judge subagents and use local deterministic checks only.

Default mode is --scan. Judge mode is active by default unless --economy is set.

First Action

Load steps/step-00-command-router.md.

Step 00 parses command flags, resolves dials and presets, loads the right references, and routes to scan, fix, redesign, judge, or prevent.

Core References

Load only what the task needs:

references/command-interface.md: CLI grammar, flag precedence, output contracts.
references/dials-and-presets.md: the eight 0-10 control dials and fast presets.
references/ai-slop-patterns.md: detection taxonomy, severity scoring, slop signatures.
references/judge-system.md: mandatory multi-agent judge protocol and fail gates.
references/prevention-protocol.md: pre-generation detector and judge workflow.
references/remediation-playbook.md: fix/redesign tactics and before/after examples.
references/design-quality-rubric.md: scoring rubric and quality gates.
references/ecosystem-contract.md: ownership, composition, and handoff rules.

Non-Negotiables

Read the full file on GitHub · 110 lines

Files

What ships with it

17 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 110 lines · 113 tokens per session scan A 5ba745854492

Subscribe to this mod's changes

no-slop is a skill published in the GitHub repository Eid0lon/zero-slop (12 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 113 tokens to every session and 1,167 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

CSS and styling Design and UX Frontend agent ai claude codex

no-slop next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
no-slopEid0lon/zero-slop	Skill	12	4mo ago	Apache-2.0	A	113	Codex
web-design-engineerConardLi/garden-skills	Skill	14k	12d ago	MIT	A	96	Codex
web-designPrism-Shadow/penguin-harness	Skill	3.2k	yesterday	Apache-2.0	A	51	Claude Code, Codex
proto-bot-getting-startedmakecindy/cindy	Skill	9.3k	yesterday	Apache-2.0	A	43	Claude Code, Codex
proto-bot-opsmakecindy/cindy	Skill	9.3k	yesterday	Apache-2.0	A	38	Claude Code, Codex
omh-frontendrlaope/oh-my-hermes	Skill	5.2k	yesterday	MIT	A	76	Claude Code, Codex
omh-visual-qarlaope/oh-my-hermes	Skill	5.2k	yesterday	MIT	A	70	Claude Code, Codex