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 truth-validationgit 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/truth-validation)<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/truth-validation"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/truth-validation/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/truth-validation"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/truth-validation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00042 | $0.00877 |
| Opus 5.5 | $0.00017 | $0.00351 |
| Sonnet 5.5 | $0.00008 | $0.00175 |
| Haiku 4.5 | $0.00004 | $0.00088 |
Grade A, and why
truth-validation 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
真相文件验证系统
验证真相文件与章节内容的一致性，确保故事逻辑连贯。
核心概念
真相文件是记录世界当前状态的 Markdown 文件，包括：
current_state.md- 世界当前状态ledger.md- 资源账本relationships.md- 角色关系矩阵
相关运行时文件（用于一致性校验）：
data/foreshadowing/dag.yaml- 伏笔状态data/hierarchy.yaml与data/compressed/- 章节摘要与压缩信息
验证问题类型
| 严重程度 | 类型 | 说明 |
|---|---|---|
| critical | 状态矛盾 | 章节内容与真相文件矛盾 |
| critical | 时间悖论 | 时间线出现矛盾 |
| warning | 叙事缺失 | 状态变化没有叙事支持 |
| warning | 伏笔异常 | 伏笔未回收就消失 |
| info | 回溯编辑 | 暗示状态变化发生在前章 |
可用工具
| 工具 | 说明 |
|---|---|
validate_truth |
验证真相文件与章节的一致性 |
使用示例
验证最新章节
用户: 检查一下最新章节有没有问题
AI: 让我验证一下...
[COMMAND] validate_truth {
"chapter_id": "latest"
}
结果:
- ✅ 状态矛盾: 无
- ✅ 时间悖论: 无
- ⚠️ 叙事缺失: 1个
- 主角境界从筑基初期跳到筑基中期，但章节中没有突破描写
- ✅ 伏笔异常: 无
- ✅ 回溯编辑: 无
建议: 在第5章添加主角修炼的过渡场景
验证指定章节
用户: 第3章有没有逻辑问题？
AI:
[COMMAND] validate_truth {
"chapter_id": "ch_003"
}
结果:
- ❌ 状态矛盾: 1个
- 真相文件记录主角在青河镇，但章节中主角出现在青云宗
- ✅ 时间悖论: 无
- ⚠️ 叙事缺失: 2个
...
常见问题及修复
1. 状态矛盾
问题: 真相文件说主角在A地，但章节中主角在B地
修复:
- 检查是否是穿越/传送情节
- 如果是，更新真相文件中的位置
- 如果不是，修复章节内容
2. 时间悖论
问题: 章节说"三天后"，但上一章到这章只过了一天
修复:
- 添加过渡段落说明时间流逝
- 或者修正天数
3. 叙事缺失
问题: 真相文件记录主角境界提升，但章节中没有描写
修复:
- 添加修炼/突破的场景
- 或者回退真相文件中的状态
验证时机
建议在以下时机进行验证：
- 写完章节后
- 审查章节前
- 重大剧情转折前
- 发现逻辑问题时
与伏笔系统的关系
验证系统会检查：
- 待回收伏笔是否在预期章节被回收
- 已埋伏笔是否在章节中得到呼应
- 是否有伏笔未声明就被回收
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 · 119 lines · 42 tokens per session scan A 1c3d6f45317d
truth-validation is a skill published in the GitHub repository LiPu-jpg/Openwrite (872 stars, last pushed yesterday), licensed Apache-2.0. It adds 42 tokens to every session and 877 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 2026-08-30.
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.