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 oh-story-long-analyzegit 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/oh-story-long-analyze)<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/oh-story-long-analyze"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/oh-story-long-analyze/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/oh-story-long-analyze"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/oh-story-long-analyze.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 9 Skill grants unrestricted tool access without appropriate constraints. An agent with unfettered tool access can perform arbitrary actions including file modification, network requests, and code execution.Fix: Restrict tool access to only the tools required for the skill's stated purpose. Use an explicit allowlist rather than granting blanket access.
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 | $0.00073 | $0.00596 |
| Opus 5 | $0.00036 | $0.00298 |
| Sonnet 5 | $0.00015 | $0.00119 |
| Haiku 4.5 | $0.00007 | $0.00060 |
Grade B, and why
oh-story-long-analyze scanned grade B with 1 finding 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 13d 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.
Unrestricted tool accessmediumExcessive agency
A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.
allow_tools: ["*"] What it actually says
Oh Story 长篇拆解
把拆解视为只读、转化性的文学分析。先确认材料来源、用户有权使用的范围、章节边界和期望深度；材料不完整时标注限制，不用常识补齐原作事实。
执行流程
- 先做作品概览与开篇样本，产出快速预览；除非用户明确要求完整拆解，否则在扩大到全书前停靠确认。
- 使用
references/method.md依次处理章节边界、开篇、逐章摘要、剧情聚合、人物设定、汇总报告和表达技法。 - 每条硬事实标注可定位证据，区分原文事实、分析推断、迁移建议和待验证假设。
- 把具体桥段抽象为功能位、情绪机制和输入输出条件，不生成可替代原作的逐章复述。
- 数据量过大时分批推进并报告已覆盖范围、失败项和下一停靠点，不口头宣称全书完成。
OpenWrite 边界
- 通过现有参考库保存与拆解材料，不创建上游
拆文库/、进度文件或自定义 Agent 目录。 - 参考作品默认不污染当前小说；候选方法进入 Goethe 讨论后仍需预览 diff 和明确确认。
- 不大段复制原文，不复制专名、独特设定、标志性场景或措辞到项目资产。
- 不执行上游提取脚本、hooks 或并行 Agent 协议；只使用当前 OpenWrite 工具。
本 Skill 改编自 oh-story-claudecode 的 story-long-analyze，基于提交 48a4789d1f542eb672addf8ccb5dbdc20e63be46；MIT 许可见同目录 LICENSE。
What ships with it
3 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.
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.
- 13d ago First seen · 37 lines · 73 tokens per session scan B 6f7ebb341b3d
oh-story-long-analyze is a skill published in the GitHub repository LiPu-jpg/Openwrite (715 stars, last pushed yesterday), licensed Apache-2.0. It adds 73 tokens to every session and 596 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 1 finding (unrestricted tool access). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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