no-slop

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Strict anti-slop UI design system for scanning, fixing, redesigning, judging, and preventing generic AI-generated frontend work. Use when Codex works on UI/UX, React/Vue/Svelte/HTML/CSS/Tailwind, landing pages, dashboards, apps, design systems, visual polish, copy, accessibility, motion, or frontend generation that must be judged with severe anti-slop standards. Supports commands such as no-slop --scan, --fix, --redesign, --judge, --prevent, and --economy.

2installs

Sourceeid0lon/zero-slop

Added on2026-05-17

NPX Install

npx skill4agent add eid0lon/zero-slop no-slop

SKILL.md Content

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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:

bash

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

Run 4-6 independent judge subagents by default for every non-economy command.
If subagent tools are unavailable in non-economy mode, mark
```
JUDGE_PANEL_UNAVAILABLE
```
; never claim a full pass.
Do not soften judge feedback with praise padding.
Do not replace one generic aesthetic with another.
Do not ship purple-blue gradients, glass cards, card soup, vague copy, fake proof, motion spam, token chaos, or brandless layouts unless the product context specifically justifies them.
Do not generate UI in
```
--prevent
```
until the detector and judge panel have approved a design contract.
Do not finish
```
--fix
```
or
```
--redesign
```
with failed judge gates. Iterate. If the gate still fails, block the result and state why.
At the end of
```
--fix
```
or
```
--redesign
```
, load the sibling skill
```
skills/reality-skill/SKILL.md
```
when the target includes an app, dashboard, form, CRUD flow, onboarding, checkout, settings, auth-like flow, fake proof, fake data, or primary actions. Use it to remove demoware without broad redesign.
Preserve behavior, accessibility, semantic structure, focus states, keyboard access, and responsive stability.
Use existing design tokens and component conventions when they are coherent. Replace them only when they are the problem.
For operational tools, prefer dense, scan-friendly, restrained interfaces. For expressive products, create a deliberate art direction, not decoration.

Required State

Maintain this state throughout the workflow:

text

command:
target:
mode:
economy_mode:
preset:
dials:
slop_score_before:
slop_score_after:
slop_signatures:
autopsy_report:
issues_by_severity:
design_direction:
judge_panel:
judge_gate:
files_changed:
verification:
reality_handoff:
reality_changes:

Local CLI Helper

For a deterministic local scan, run: