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 agentmods add skills/mikefluff/skills/prose-editnpx skills add Mikefluff/skills --skill prose-editgit clone --depth 1 https://github.com/Mikefluff/skillsWrote 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/mikefluff/skills/prose-edit)<a href="https://agentmods.dev/skills/mikefluff/skills/prose-edit"><img src="https://agentmods.dev/badge/skills/mikefluff/skills/prose-edit.svg" alt="Measured on agentmods" 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 | $0.00073 | $0.02476 |
| Opus 5 | $0.00036 | $0.01238 |
| Sonnet 5 | $0.00015 | $0.00495 |
| Haiku 4.5 | $0.00007 | $0.00248 |
Grade A, and why
prose-edit 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.
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 — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The skill does NOT write a chapter from scratch. It:
- rewrites an existing fragment per fiction voice rules
- catches what the generic
writerpass misses (fiction-specific synthetic-prose patterns layered on top of universal ones) - defers story-bible consistency to the separate
canon-checkskill (compose them — see docs/COMPOSING.md)
DEPENDENCY ON writer
Все базовые правила (антинейрослоп regex 25 категорий, типографика, стаккато/отрицания/обрубки/инверсии/повторы, кальки) уже живут в writer/SKILL.md. Этот скилл их НЕ дублирует — он применяет их через writer 4-layer pass плюс добавляет художественный слой поверх.
При работе с фрагментом всегда заканчивай writer pass'ом до выдачи.
CRITICAL — что НЕ переносить из бизнес-редактирования
Художественная проза живёт по другим правилам. Не применять к ней:
- filler trim — повторы и «лишние» слова часто работают как ритм/голос
- восклицания — характерные для автора, не убирать
- неполные предложения — могут быть художественным приёмом (НО! не путать с нейрослоп-стаккато: 3+ односоставных подряд по чужому шаблону — это всё равно правится через writer)
- сжатие диалога — реплики персонажей имеют свою длину и ритм
- «улучшение» метафор в сторону «правильности» — авторская образность важнее формальной чистоты
Если конфликт между правилом writer и художественной целесообразностью — оставляй авторский вариант и помечай в сводке.
Voice references (краткое резюме)
Ориентир — Пелевин + приёмы Мэнсона как вектор, не подражание. Перед правкой прогонять 10-пунктовый style drift checklist (штампы / пафос / проповеди / Netflix-моменты / резонёрство / морализаторство / гладкость / самоповтор / объяснительность / псевдоумность).
Полный список и пояснения — references/voice.md.
What ships with it
9 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.
- examples/before-after.md 6.3 KB
- references/canon-check.md 2.3 KB
- references/cleanness-checklist.md 4.9 KB
- references/depth-pass.md 8.8 KB
- references/patch-refining.md 7.9 KB
- references/pitfalls.md 7.3 KB
- references/rewrite-principles.md 9.6 KB
- references/synthetic-ai-words.md 1.3 KB
- references/voice.md 8.2 KB
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.
- 5d ago First seen · 151 lines · 73 tokens per session scan A 21f1b5efbf26
prose-edit is a skill published in the GitHub repository Mikefluff/skills (19 stars, last pushed 27d ago), licensed MIT. It adds 73 tokens to every session and 2,476 once invoked, about $0.0004 per session on Opus 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 2026-08-30.
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