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 LiPu-jpg/Openwrite --skill review-chaptergit clone --depth 1 https://github.com/LiPu-jpg/OpenwriteWrote 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/lipu-jpg/openwrite/review-chapter)<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/review-chapter"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/review-chapter/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/lipu-jpg/openwrite/review-chapter"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/review-chapter.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 | $0.00052 | $0.00299 |
| Opus 5.5 | $0.00021 | $0.00120 |
| Sonnet 5.5 | $0.00010 | $0.00060 |
| Haiku 4.5 | $0.00005 | $0.00030 |
Grade A, and why
review-chapter 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 15d 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
Language: follow the author's current conversation language for responses and help; preserve the manuscript language. Translate these instructions when presenting them.
审这一章
接到已有 novel_*。正式评审是六域累加；37 项只作展开查询。
网文项目（form: web_novel）另附钩子 / 黄金三章 / 追读力可选准则，不计分。
novel_outline_read与novel_status确认章节。novel_chapter_work读取正文 revision、评审新鲜度、本章伏笔义务。- 尚无正文则提示先写章，不要空审。评审 stale 时先复评。
novel_review_chapter跑六域评审。- 向作者报告质量分、覆盖率、门禁、交付状态，以及带正文证据的问题。
作者要改稿时转到 /revise-span。查询已物化评审图用 dog-review-query，不要让 DoG 再调模型。细则见 novel-reviewer。
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.
- 15d ago Changed · +2 lines c5da7b94998d
- 1mo ago First seen · 18 lines · 52 tokens per session scan A a9a52173a6ad
review-chapter is a skill published in the GitHub repository LiPu-jpg/Openwrite (889 stars, last pushed today), licensed Apache-2.0. It adds 52 tokens to every session and 299 once invoked, about $0.0002 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 2026-09-09.
Other skills, from other repositories
webnovel-init
A guided setup process for a web-novel project that collects creative requirements and creates the project’s initial structure and rules.
webnovel-plan
A planning tool for turning a web-novel outline into volume plans, timelines, and chapter outlines. It also writes new story settings back into the existing setting collection.
webnovel-write
A workflow for producing publishable web-novel chapters, from understanding the context through drafting, review, polishing, submission, and backup.
webnovel-review
A review agent for assessing the quality of fiction chapters. It produces a review report and writes review measurements back to the project.
webnovel-query
A Chinese-language skill for querying a web novel project's setting and story information, including characters, power systems, factions, and foreshadowing.
webnovel-learn
A project skill for learning from a web novel-writing project through the `/webnovel-learn` command. The provided details do not explain what learning tasks or outputs it performs.