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 nortonx/ai-tooling-free --skill deslop-prosegit clone --depth 1 https://github.com/nortonx/ai-tooling-freeWrote 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/nortonx/ai-tooling-free/deslop-prose)<a href="https://agentmods.dev/skills/nortonx/ai-tooling-free/deslop-prose"><img src="https://agentmods.dev/badge/skills/nortonx/ai-tooling-free/deslop-prose/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/nortonx/ai-tooling-free/deslop-prose"><img src="https://agentmods.dev/badge/skills/nortonx/ai-tooling-free/deslop-prose.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00067 | $0.01245 |
| Opus 5.5 | $0.00027 | $0.00498 |
| Sonnet 5.5 | $0.00013 | $0.00249 |
| Haiku 4.5 | $0.00007 | $0.00125 |
Grade A, and why
deslop-prose 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 7d 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.
How it starts
The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Deslop (prose)
Review gate for text, not code. deslop handles code; this handles anything a human will read as prose.
Run it on the draft, before writing to disk and before showing the user.
Step 0: load the destination's own rules
If the target path is inside a tree that has a CLAUDE.md at its root (for example docs/CLAUDE.md), read that file first. It outranks everything below. Those files carry the project's own substitution tables, terminology bans, and glossary thresholds, and they are usually the only place a house rule is written down.
Skipping this step is the single most common way this gate fails. Do not skip it because the rules "look generic".
Step 1: mechanical checks
Grep the draft. Any hit is a defect.
grep -nP '\x{2014}|\s-\s' <file> # em dashes and spaced dashes
grep -niE 'robust|seamless|abrangente|poderoso|simplesmente|essencialmente|basicamente|obviamente|vale ressaltar|é importante notar|In this change'
Then run whatever verification greps the destination CLAUDE.md defines.
Step 2: calques and jargon (pt-BR drafts only)
A literal translation that is grammatically valid can still be wrong. Check the destination's substitution table first, then these.
| English | Use | Avoid |
|---|---|---|
| harden / hardening (noun) | hardening, in italics |
"endurecimento" |
| harden (verb) | "fazer o hardening de" | "endurecer" |
| finding (audit / security audit) | "achado", the established audit term | rewriting a documented audit glossary |
| finding (engineering investigation) | "o que foi encontrado" | "achado" as a generic heading |
| bypass | bypass, in italics |
"contorno", "desvio" |
| pool / pooling | pool, in italics |
"piscina", "agrupamento" |
| placeholder | placeholder, in italics |
"marcador de posição" |
Rule of thumb: if the team says the English word out loud in a code review, keep the English word and italicize it. If nobody says it, translate the concept.
Check the corpus before inventing a term. Grep the destination tree for both candidates and follow what is already there, unless what is there is provably a repeated mistake.
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.
- 7d ago First seen · 91 lines · 67 tokens per session scan A c06b31d804ff
deslop-prose is a skill published in the GitHub repository nortonx/ai-tooling-free (1 stars, last pushed 8d ago), licensed MIT. It adds 67 tokens to every session and 1,245 once invoked, about $0.0003 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 2026-10-10.
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