anti-slop

anti-slop is a skill for Cursor from roedyrustam/vibes-plug. It costs 113 tokens per session (9,459 once invoked), scanned A, original, MIT.

A set of rules for keeping AI-assisted engineering work concise and maintainable. It covers removing filler, placeholders, duplicated code, dead code, and unnecessary complexity.

In plain words
What is it for?
Use it when generating or reviewing code, asking for minimal answers, or cleaning up inconsistent and decaying codebases.
Why use it?
It helps prevent generated code and conversations from becoming bloated, vague, or difficult to maintain. It also reduces wasted context in long coding sessions.

Skill for Cursor

Written for Cursor: shipped in a Cursor plugin.

Part of the vibes-plug plugin — 176 skills, 9 agents, 2 MCP servers shipped together

Good fit Use it when generating or reviewing code, asking for minimal answers, or cleaning up inconsistent and decaying codebases.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/roedyrustam/vibes-plug/anti-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 roedyrustam/vibes-plug --skill anti-slop
Clone the repo
git clone --depth 1 https://github.com/roedyrustam/vibes-plug

Made for: Cursor.

Or install vibes-plug, the plugin that ships this one along with the rest of its 176 skills, 9 agents, 2 MCP servers.

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.

agentmods badge for anti-slop

README.md
[![agentmods](https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/anti-slop/github.svg)](https://agentmods.dev/skills/roedyrustam/vibes-plug/anti-slop)
Your own site
<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/anti-slop"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/anti-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.

agentmods 80×15 button for anti-slop

Your own site · 80×15
<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/anti-slop"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/anti-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 9,459 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00113 $0.09459
Opus 5.5 $0.00045 $0.03784
Sonnet 5.5 $0.00023 $0.01892
Haiku 4.5 $0.00011 $0.00946

Measured 5d ago against content hash fff6b5866d4d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

anti-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 5d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/check-anti-slop.js, scripts/contrast-check.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.

.cursor/skills/anti-slop/SKILL.md · 496 lines

How it starts

The opening of the file, as written. The whole thing — 496 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Sovereign Anti-AI Slop & Craftsmanship Engine (2026 Unified Edition)

English | Bahasa Indonesia


English

Executive Directive & Trigger Conditions

The Sovereign Anti-Slop Directive is the uncompromising zero-tolerance standard governing all AI agent actions across the vibes-plug swarm. AI slop degrades developer trust, burns context tokens, bloats codebases, and introduces catastrophic production defects.

Anti-slop is a filter, not a style guide: it prescribes no fixed colors, fonts, or layouts—your creative direction remains yours. Removing slop clears away generic AI habits, while the Liveliness Toolkit ensures the final product is vivid, authentic, and deliberate rather than sterile.

Universal Trigger Conditions:

  • Every Code Generation & Modification: Every function, component, or file created or modified by any agent.
  • Frontend & UI Work: Design systems, page layouts, components, cards, dashboards, and responsive styling.
  • Copywriting & Prose: Headlines, CTAs, product copy, documentation, commit messages, and PR summaries.
  • Code Comments: Documentation comments, inline annotations, and docstrings.
  • Automated Quality Gates & PR Audits: Code reviews (coderabbit), TDD loops (autonomous-tdd-debugger), and production release hardening (production-ready-hardener).

Two Usage Modes Protocol

On every anti-slop activation, resolve the operational mode in this strict priority:

  1. Explicit Session Instruction: User specifies during or after in the prompt. Announce once: antislop active: <mode> (session override).
  2. Global Preference: Read %APPDATA%\antislop\settings.json (Windows) or ~/.config/antislop/settings.json (macOS/Linux).
  3. Default Fallback: Mode 1 (DURING) for new features/code generation; Mode 2 (AFTER) when auditing existing projects.

Mode 1: DURING (Active Real-Time Prevention)

  • Follow all 38 rules actively while generating code, copy, and UI.
  • Prevents slop from being written in the first place.
  • Conclude the task with the Mandatory Delivery Gate report.

Read the full file on GitHub · 496 lines

Files

What ships with it

2 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.

  1. 5d ago Changed · +3 lines fff6b5866d4d
  2. 6d ago Changed · +1 lines 213b01c86ea7
  3. 7d ago Changed d4680959b78e
  4. 9d ago Changed cac997739454
  5. 18d ago Changed · -187 lines · +24 tokens per session 7a1b8fcb7e7e
  6. 21d ago Changed · +178 lines 82ab37b6ab8e
  7. 23d ago Changed · +141 lines · +9 tokens per session a72445d742a3
  8. 24d ago Changed 23ae6d305c4b
  9. 26d ago Changed · +220 lines · +70 tokens per session 7ab77efe12f2
  10. 28d ago First seen · 140 lines · 10 tokens per session scan A 98fc17b62003

Subscribe to this mod's changes

anti-slop is a skill published in the GitHub repository roedyrustam/vibes-plug (114 stars, last pushed today), licensed MIT. It adds 113 tokens to every session and 9,459 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 2026-09-12.

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