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.
npx skills add aaronnat23/disp8ch --skill stop-slopgit clone --depth 1 https://github.com/aaronnat23/disp8chWrote 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.
[](https://agentmods.dev/skills/aaronnat23/disp8ch/stop-slop)<a href="https://agentmods.dev/skills/aaronnat23/disp8ch/stop-slop"><img src="https://agentmods.dev/badge/skills/aaronnat23/disp8ch/stop-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.
<a href="https://agentmods.dev/skills/aaronnat23/disp8ch/stop-slop"><img src="https://agentmods.dev/badge/skills/aaronnat23/disp8ch/stop-slop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00000 | $0.00392 |
| Opus 5 | $0.00000 | $0.00196 |
| Sonnet 5 | $0.00000 | $0.00078 |
| Haiku 4.5 | $0.00000 | $0.00039 |
Grade A, and why
stop-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.
What it actually says
Stop Slop
Remove generic AI writing patterns from prose while preserving the user's actual meaning and voice.
Use When
- Drafting, editing, or reviewing prose, docs, blog posts, release notes, marketing copy, or executive summaries.
- The user asks for writing to sound less generic, less AI-written, more direct, or more human.
- A final answer has filler, throat-clearing, formulaic contrast, vague praise, or over-polished phrasing.
Playbook
- Cut filler phrases, throat-clearing, vague setup, and padded transitions.
- Prefer active voice with a real actor doing the action.
- Replace abstract claims with named components, concrete behavior, numbers, or examples.
- Vary sentence length and paragraph endings.
- Remove pull-quote style one-liners unless the user explicitly wants a punchy style.
- Preserve technical precision. Do not simplify away caveats, file names, commands, or evidence.
- Use direct wording instead of explaining that you are about to explain something.
Checks
- Is any sentence announcing the answer instead of giving it?
- Is any claim vague enough that it could fit any product or team?
- Are there repeated three-item lists, binary contrasts, or dramatic fragments?
- Can a reader tell which person, system, file, or process did the action?
- Can a paragraph be shorter without losing meaning?
Guardrails
- Do not remove legally or technically necessary caveats.
- Do not force casual voice into formal documents.
- Do not rewrite user-provided quotes unless asked.
- Do not use this as a default for every answer; enable it for writing-heavy agents or content review work.
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.
- 9d ago First seen · 42 lines · 0 tokens per session scan A 90a0033379a1
stop-slop is a skill published in the GitHub repository aaronnat23/disp8ch (100 stars, last pushed 10d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 392 tokens. 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 2026-09-03.
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