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 dog-import-querygit 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/dog-import-query)<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/dog-import-query"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/dog-import-query/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/dog-import-query"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/dog-import-query.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 | $0.00040 | $0.00404 |
| Opus 5.5 | $0.00016 | $0.00162 |
| Sonnet 5.5 | $0.00008 | $0.00081 |
| Haiku 4.5 | $0.00004 | $0.00040 |
Grade A, and why
dog-import-query 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 1mo 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
拆书导入 DoG 验收
conductor/smart_import.py 完成导入后会生成 dog-graph.json。这张图只验收导入
结果，不负责写入章节、资产或大纲。
工作流
- 从导入输出中找到
data/novels/{id}/data/dog/imports/{IMPORT_ID}/dog-graph.json。 - 依次调用
dog_validate、dog_create、dog_run、dog_wait，直到终态。 - 用
dog_status查看manifest和每个chapter-ch_*节点的 evidence。 - 根节点通过后，读取 manifest 的
construction.nextActions，再调用 Goethe 的规划和资产工具建立大纲、角色、世界观、进度和正典事件。 - 资产/大纲建立完成后重新运行
novel_review_chapter，再用dog-review-query查询六域评审和 37 个 legacy leaf。
约束
- DoG 失败只说明导入文件缺失、为空或 manifest 不一致；不要直接修改正文。
status=partial|failed表示导入中途出错；先读取 manifest 的error和已完成的章节，再修复或重试导入。aiCheck.status=failed要如实报告，不能当成“无问题”。construction中的pending是后续建模待办，不是导入失败。- 不要让 DoG verifier 再调用 Studio 导入接口或重新读取原始整本小说。
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.
- 1mo ago First seen · 27 lines · 40 tokens per session scan A 4aff32ada746
dog-import-query is a skill published in the GitHub repository LiPu-jpg/Openwrite (827 stars, last pushed yesterday), licensed Apache-2.0. It adds 40 tokens to every session and 404 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 2026-09-06.
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-write
A workflow for producing publishable web-novel chapters, from understanding the context through drafting, review, polishing, submission, and backup.
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-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.