oh-story-deslop

oh-story-deslop is a skill for Codex from LiPu-jpg/Openwrite. It costs 78 tokens per session (554 once invoked), scanned B, original, Apache-2.0.

A Chinese-language editing guide for making online fiction sound less mechanical or AI-generated while preserving the author's voice.

In plain words
What is it for?
It diagnoses and lightly edits selected passages, prioritizes the most distracting patterns, and reports examples and editing statistics without changing facts or character motives.
Why use it?
It helps remove repetitive explanations, uniform sentence patterns, unnatural dialogue, vague atmosphere, and decorative lines that do not serve the story.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit It diagnoses and lightly edits selected passages, prioritizes the most distracting patterns, and reports examples and editing statistics without changing facts or character motives.

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Install with agentmods
npx agentmods add skills/lipu-jpg/openwrite/oh-story-deslop
Install

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.

Any agent
npx skills add LiPu-jpg/Openwrite --skill oh-story-deslop
Clone the repo
git clone --depth 1 https://github.com/LiPu-jpg/Openwrite

Made for: Codex.

Wrote 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.

agentmods badge for oh-story-deslop

README.md
[![agentmods](https://agentmods.dev/badge/skills/lipu-jpg/openwrite/oh-story-deslop/github.svg)](https://agentmods.dev/skills/lipu-jpg/openwrite/oh-story-deslop)
Your own site
<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/oh-story-deslop"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/oh-story-deslop/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.

agentmods 80×15 button for oh-story-deslop

Your own site · 80×15
<a href="https://agentmods.dev/skills/lipu-jpg/openwrite/oh-story-deslop"><img src="https://agentmods.dev/badge/skills/lipu-jpg/openwrite/oh-story-deslop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 554 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
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.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00078 $0.00554
Opus 5 $0.00039 $0.00277
Sonnet 5 $0.00016 $0.00111
Haiku 4.5 $0.00008 $0.00055

Measured 12d ago against content hash c5e76eabbeed, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade B, and why

oh-story-deslop 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 12d 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: ["*"]
presets/dante/skills/oh-story-deslop/SKILL.md · 36 lines

What it actually says

Oh Story 去 AI 味

把 AI 味视为读感和叙事功能问题,不把词表命中当作错误。先确认用户要扫描、局部示范还是全文精修;默认先报告问题和样例,不擅自覆盖正文。

执行流程

  1. 读取作者意图、人物声音、题材气质和当前段落功能,建立必须保留的内容。
  2. 使用 references/method.md 扫描重复解释、句式齐整、对话同声、抽象判断和装饰性表达。
  3. 按对读感的影响分级,优先修改高频且无功能的模式,不追求把所有句子变得不同。
  4. 用最小改动恢复动作、选择、潜台词和节奏;结构或事实问题转交 @oh-story-review,不在润色中暗改。
  5. 输出修改统计和少量前后对照;用户明确要求全文精修时才给完整候选稿。

OpenWrite 边界

  • 不改变事实、视角、人物动机、信息顺序、结局或已确认人物声音。需要改变时先作为建议提交。
  • 不运行上游检查、标点归一化或禁词脚本;不创建豁免词文件。
  • 正文写入继续遵守 OpenWrite workflow 与确认边界,只使用当前 Agent 已有工具。

本 Skill 改编自 oh-story-claudecodestory-deslop,基于提交 48a4789d1f542eb672addf8ccb5dbdc20e63be46;MIT 许可见同目录 LICENSE

Files

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.

Changes

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.

  1. 12d ago First seen · 36 lines · 78 tokens per session scan B c5e76eabbeed

Subscribe to this mod's changes

oh-story-deslop is a skill published in the GitHub repository LiPu-jpg/Openwrite (715 stars, last pushed today), licensed Apache-2.0. It adds 78 tokens to every session and 554 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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