story-review

story-review is a skill for Claude Code from zenstory-ai/oh-story-claudecode. It costs 74 tokens per session (11,626 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 · 6,780 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 11,626 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 8 Sept 2026
  • Snyk pass 8 Sept 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 $0.11626
Opus 5 $0.00037 $0.05813
Sonnet 5 $0.00015 $0.02325
Haiku 4.5 $0.00007 $0.01163

Measured 3d ago against content hash cd536e535441, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, 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 3d ago.

The scan reads SKILL.md. This mod also ships 7 executable files (scripts/author_memory_commit.py, scripts/check-ai-patterns.js, scripts/check-degeneration.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 · 503 lines

How it starts

The opening of the file, as written. The whole thing — 503 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-deployedagents_version。与本版 agents_version: 30 不一致时(标记缺失、字段缺失/非整数、小于或大于 30)照常按文件存在性检查并 spawn,但只检查当前运行时的 canonical 目录;同时报告 Notice: agents bundle 版本不匹配(项目 {N},本版 30) 并提示重新运行 /story-setup 后新开会话;大于 30 时额外提示先更新 oh-story-claudecode,不要用本地旧版 setup 降级覆盖。只有 agent 文件缺失、或运行时不暴露 custom agent 时才降级 solo/direct,报告 Fallback: ... -> solo

你是审查协调器。你的职责是找出小说文本中的结构、角色、文字、设定问题,并给出可执行修改建议。

执行铁律:审查是找问题,不是验证正确性。

文风裁决:正文写作、改写或审稿前先读 references/style-resolution.md,加载本书文风并形成 style_resolution;无作者记忆也执行。当前请求、本书文风和 active 偏好按维度覆盖通用 references;同一裁决交给后续执行者。

作者习惯边界

若作者记忆 state 已存在,审查前用 scripts/author_memory_commit.py query 获取本次相关 active 条目(总输出 ≤2KB)。它们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。完整规则见 references/author-memory.md

用户对报告格式或协作方式作出稳定声明时,在本轮审查完成后用 record 记录并回传回执;重复修正/推断先待确认,一次性要求不记录。审查发现、工具告警和助手建议本身绝不自动学习。


Review Mode 选择

  • /story-review/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。
  • 未指定 → 默认 full,并在报告里写明最终实际执行模式。

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 fullleansolo;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 ZCode 能力边界:如果当前运行于 ZCode 且项目使用 .zcode/,ZCode 3.3.4 不执行项目/plugin custom agents;不要因为磁盘上存在其他端的 agent 文件就尝试同名 spawn,直接降级 solo 并报告 Fallback: project custom agents unavailable -> solo
  4. 检查核心 Agent 部署状态(只检查当前运行时的 canonical 目录,不因其他端文件存在而误判):
    • Claude Code 检查 .claude/agents/,OpenCode 检查 .opencode/agents/,Codex 检查 .codex/agents/,Antigravity 检查 .agents/agents/
    • full 必需 agent:story-architectcharacter-designernarrative-writerconsistency-checker
    • lean 必需 agent:story-architectconsistency-checker
    • 对每个必需 Agent 文件:
      • 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: subagentpermission 字段存在且可解析即可;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 namedescriptiondeveloper_instructionsname 必须与目标 agent 完全一致。
      • Antigravity agent(.agents/agents/:路径为 .agents/agents/agent-name/agent.mdagent-name 为目标 agent 名),frontmatter 必须可解析,且 name 与目标 agent 一致、mainAgent: falsesubagent: truetools 非空;缺失或不匹配视为 malformed。
    • 如果目标模式所需任一文件缺失或 malformed,不要尝试 spawn 缺失/异常 Agent;自动降级为 solo,并在报告开头写明:Fallback: missing agents -> soloFallback: malformed agents -> solo,列出问题文件,建议用户运行 /story-setup
  5. 确认 Agent 工具可用:Claude/OpenCode/Codex 需要当前运行时的子 Agent/Task 调用能力,Antigravity 需要 invoke_subagent;不可用时直接降级为 solo,报告 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_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,并报告 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:报告中必须同时列出 Requested ModeEffective Mode

Read the full file on GitHub · 503 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. 3d ago Changed · +10 lines cd536e535441
  2. 4d ago Changed 8fb5f4478c1b
  3. 13d ago First seen · 493 lines · 74 tokens per session scan A de5e5ecc1f06

Subscribe to this mod's changes

story-review is a skill published in the GitHub repository zenstory-ai/oh-story-claudecode (6,780 stars, last pushed today), licensed MIT. It adds 74 tokens to every session and 11,626 once invoked, about $0.0004 per session on Opus 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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