story-review

story-review is a skill for Claude Code from zenstory-ai/oh-story-claudecode. It costs 74 tokens per session (5,924 once invoked), scanned A, original, MIT.

A review workflow for finding story problems from several viewpoints, including issues with structure, characters, wording, and fictional world rules. It can use multiple reviewer agents or work alone.

In plain words
What is it for?
It is for reviewing fiction, checking consistency, identifying structural and character problems, and producing actionable editing recommendations.
Why use it?
It helps authors find concrete weaknesses and suggested fixes instead of only checking whether the text seems correct.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: reads .claude/ paths; mentions subagents; mentions Claude Code.

Part of the oh-story plugin — 13 skills, 13 commands shipped together

Good fit It is for reviewing fiction, checking consistency, identifying structural and character problems, and producing actionable editing recommendations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zenstory-ai/oh-story-claudecode/story-review
About the project

oh-story-claudecode is a skill package for planning, analyzing, and writing Chinese web fiction, covering both short and long novels. It is intended for writers using Claude Code, Codex, OpenClaw, and other supported AI-agent environments, with workflows for market research, story breakdowns, drafting, editing, and cover creation. The catalogue entries are the package's skills, commands, agents, and plugin.

zenstory-ai/oh-story-claudecode · 8,063 stars · on GitHub · zenstory.ai

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 zenstory-ai/oh-story-claudecode --skill story-review
Clone the repo
git clone --depth 1 https://github.com/zenstory-ai/oh-story-claudecode

Made for: Claude Code.

Or install oh-story, the plugin that ships this one along with the rest of its 13 skills, 13 commands.

Its marketplace also offers this one on its own, as the plugin story-review — /plugin install story-review after adding the marketplace above.

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 story-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-review/github.svg)](https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-review)
Your own site
<a href="https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-review"><img src="https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-review/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 story-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-review"><img src="https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 74 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,924 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 27 Oct 2026
  • Snyk pass 27 Oct 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
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 $0.00074 $0.05924
Opus 5.5 $0.00030 $0.02370
Sonnet 5.5 $0.00015 $0.01185
Haiku 4.5 $0.00007 $0.00592

Measured yesterday against content hash ea87e7aa4519, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

story-review 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 yesterday.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/check-ai-patterns.js, scripts/check-degeneration.js, scripts/normalize-punctuation.js, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/story-review/SKILL.md · 220 lines

How it starts

The opening of the file, as written. The whole thing — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.

story-review:多视角对抗式审查

Spawn 版本提示(不阻断 spawn):先读取项目根 .story-deployed 的 agents_version。与本版 agents_version: 37 不一致时(标记缺失、字段缺失/非整数、小于或大于 37)照常按当前宿主角色来源检查并 spawn;同时在「这次怎么审的」里用一句白话提示作者「审稿助手是旧版,运行 /story-setup(ZCode 先更新插件)后新开会话」,Notice: agents bundle 版本不匹配(项目 {N},本版 37) 原文写进技术备注行;大于 37 时额外提示先更新 oh-story-claudecode,不要用本地旧版 setup 降级覆盖。版本提示本身不触发降级;文件缺失或异常、工具不可用、递归限制或调用失败按 Phase 0 处理,技术备注写 Fallback: ... -> solo。

你负责协调审查,找出小说的结构、角色、文字与设定问题,给出有原文依据的修改建议。

执行铁律:审查是找问题,不是验证正确性。

文风裁决:先读 references/style-resolution.md,加载本书文风,复用调用方的 style_resolution 与作者偏好;单独调用时按当前请求与本书文风裁决。同一裁决交给后续执行者。

作者偏好边界

只接收调用方已有的作者偏好,不查询或记录作者记忆;独立调用时不加载记忆文件。偏好只能帮助解释意图和组织报告,不能降低 rubric 严重度、把事实冲突判为无问题或跳过平台门禁;当前请求仍优先。


Review Mode 选择

  • /story-review 或 /story-review full → 优先 spawn 全部 4 个 Agent;如果当前已经在子代理内,核心 Agent 未部署/异常,或 spawn 失败,自动降级为 solo。
  • /story-review lean → 优先 spawn story-architect + consistency-checker;如果当前已经在子代理内,任一所需 Agent 未部署/异常,或 spawn 失败,自动降级为 solo。
  • /story-review solo → 不 spawn Agent,由当前会话执行基础审查。

Phase 0:预检与降级(必须先执行)

  1. 确定请求模式:解析用户输入中的 full、lean、solo;未指定时目标模式为 full。
  2. 确认是否允许 spawn:如果当前已经在子代理/Agent 内执行,不再递归 spawn,直接降级为 solo。
  3. 识别当前宿主的角色来源:ZCode 支持插件子代理,检查当前已启用插件注册的同名角色,不要求 .zcode/agents/。其他宿主按下一步查本端目录;不因宿主名、部署标记包含 zcode 或其他端目录存在而降级。
  4. 检查核心 Agent 可用状态(仅查当前宿主来源):
    • Claude Code .claude/agents/、OpenCode .opencode/agents/、Codex .codex/agents/、Antigravity .agents/agents/;ZCode 查注册角色的定义,不拿项目文件存在性代替运行时注册
    • full 必需 agent:story-architect、character-designer、narrative-writer、consistency-checker
    • lean 必需 agent:story-architect、consistency-checker
    • 对每个必需 Agent:
      • Claude Code agent(.claude/agents/):读取 frontmatter,确认 name: 与 subagent_type 完全一致;frontmatter 缺失、不可解析或 name 不匹配时视为 malformed agent。
      • OpenCode agent(.opencode/agents/):文件名即 agent 名(OpenCode 不要求在 frontmatter 中写 name:),读取 frontmatter 确认 mode: subagent 和 permissions: 规则列表存在且可解析即可(2.x 用复数 permissions:,旧版单数 permission: 视为待重新部署);frontmatter 缺失或不可解析视为 malformed。
      • Codex agent(.codex/agents/):文件名为 {agent}.toml,TOML 必须可解析,且包含 name、description、developer_instructions;name 必须与目标 agent 完全一致。
      • Antigravity agent(.agents/agents/):路径为 .agents/agents/agent-name/agent.md(agent-name 为目标 agent 名),frontmatter 必须可解析,且 name 与目标 agent 一致、mainAgent: false、subagent: true、tools 非空;缺失或不匹配视为 malformed。
      • ZCode plugin agent:注册名与目标角色一致;可读定义须有可解析的 name、description 和正文。定义不可直接读时以运行时注册为准,不扫描其他端文件。
    • 任一必需角色缺失或 malformed 时不尝试派发,降级 solo;白话说明助手缺失或损坏,并建议当前宿主重部署(ZCode 更新/启用 oh-story 插件后新开会话)。missing agents -> solo / malformed agents -> solo 与问题角色/文件写进技术备注 Fallback、Files 两栏。
  5. 确认 Agent 工具可用:Claude/OpenCode/Codex 需要当前运行时的子 Agent/Task 工具,Antigravity 需要 invoke_subagent,ZCode 用 Agent 按当前 schema 派发注册角色;不可用时降级 solo,技术备注写 Fallback: agent tool unavailable -> solo。
  6. 运行时失败降级:如果任何 Agent spawn 返回失败、subagent_type / agent / agent_type / TypeName 不可用、frontmatter/TOML 运行时解析失败或子 Agent 无法启动,停止继续 spawn,改用 solo 重新审查,技术备注写 Fallback: spawn failed -> solo 与失败的 agent 名;不要把部分成功的 Agent 结果当成 full/lean 结论。
  7. 确定实际模式:请求模式与实际模式都写进报告末尾的技术备注行。

Read the full file on GitHub · 220 lines

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. yesterday Changed · +1 lines ea87e7aa4519
  2. 4d ago Changed d6dc807b06ab
  3. 10d ago Changed · +2 lines 95c547d58d85
  4. 11d ago Changed · -7 lines 4fbd4f4cecaf
  5. 12d ago Changed · -8 lines 508cc4c27063
  6. 17d ago Changed bef847a7d561
  7. 1mo ago Changed · -254 lines e2f9a2b6bb28
  8. 1mo ago Changed b9a3464aa587
  9. 1mo ago Changed · -17 lines 7ee02feefd8c
  10. 1mo ago First seen · 503 lines · 74 tokens per session scan A 1eceb6b3dd45

Subscribe to this mod's changes

story-review is a skill published in the GitHub repository zenstory-ai/oh-story-claudecode (8,063 stars, last pushed yesterday), licensed MIT. It adds 74 tokens to every session and 5,924 once invoked, about $0.0003 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.

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