no-ai-slop

no-ai-slop is a skill for Claude Code from ZyxWorks/agent-office. It costs 34 tokens per session (180 once invoked), scanned A, original, MIT.

An editing guide that rewrites drafts such as pull-request text, release notes, posts, and emails in plain human language. It can also identify patterns that make writing sound machine-generated without rewriting it.

In plain words
What is it for?
Use it to edit a draft for a pull request, release, announcement, or email, or to inspect it for AI-style writing patterns.
Why use it?
It removes formulaic or awkward wording from technical and public writing. It gives you the choice of getting an edited draft or only a list of problems.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: mentions AGENTS.md.

Good fit Use it to edit a draft for a pull request, release, announcement, or email, or to inspect it for AI-style writing patterns.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zyxworks/agent-office/no-ai-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 ZyxWorks/agent-office --skill no-ai-slop
Clone the repo
git clone --depth 1 https://github.com/ZyxWorks/agent-office

Made for: Claude Code.

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 no-ai-slop

README.md
[![agentmods](https://agentmods.dev/badge/skills/zyxworks/agent-office/no-ai-slop/github.svg)](https://agentmods.dev/skills/zyxworks/agent-office/no-ai-slop)
Your own site
<a href="https://agentmods.dev/skills/zyxworks/agent-office/no-ai-slop"><img src="https://agentmods.dev/badge/skills/zyxworks/agent-office/no-ai-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 no-ai-slop

Your own site · 80×15
<a href="https://agentmods.dev/skills/zyxworks/agent-office/no-ai-slop"><img src="https://agentmods.dev/badge/skills/zyxworks/agent-office/no-ai-slop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 180 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 $0.00034 $0.00180
Opus 5.5 $0.00014 $0.00072
Sonnet 5.5 $0.00007 $0.00036
Haiku 4.5 $0.00003 $0.00018

Measured 9d ago against content hash 793271c17581, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

no-ai-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 9d ago.

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.

setup/skills/no-ai-slop/SKILL.md · 13 lines

What it actually says

Read and follow {{office.vendors}}/no-ai-slop/skills/no-ai-slop/SKILL.md; its eval.md sits beside it. ~/AGENTS.md wins where they disagree.

Manual only (/no-ai-slop), so its description costs no context tokens.

Upstream: petergyang/no-ai-slop (MIT), checked out by Agent Office at the commit its config/components.toml pins. office update moves it to a new pin, and a pin moves only after the upstream change was read. Do not pull it by hand unread: the file is instructions an agent follows.

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. 9d ago First seen · 13 lines · 34 tokens per session scan A 793271c17581

Subscribe to this mod's changes

no-ai-slop is a skill published in the GitHub repository ZyxWorks/agent-office (2 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 180 once invoked, about $0.0001 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 2026-10-29.

Related

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no-ai-slop next to 6 skills from other repositories
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