story-review

story-review is a skill for Claude Code, Codex from Xiaoyangy/novel-studio. It costs 74 tokens per session (10,145 once invoked), scanned A, original, Apache-2.0.

A review workflow for finding problems in a novel's structure, characters, wording, and setting, using several reviewer agents when they are available.

In plain words
What is it for?
Use it to review a story in full, lean, or solo mode, depending on which reviewer agents are deployed.
Why use it?
It provides an organized second review that focuses on weaknesses and actionable fixes rather than simply confirming that the text is correct.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths; mentions subagents; mentions Claude Code.

Good fit Use it to review a story in full, lean, or solo mode, depending on which reviewer agents are deployed.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xiaoyangy/novel-studio/story-review
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 Xiaoyangy/novel-studio --skill story-review
Clone the repo
git clone --depth 1 https://github.com/Xiaoyangy/novel-studio

Made for: Claude Code, 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 story-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/xiaoyangy/novel-studio/story-review/github.svg)](https://agentmods.dev/skills/xiaoyangy/novel-studio/story-review)
Your own site
<a href="https://agentmods.dev/skills/xiaoyangy/novel-studio/story-review"><img src="https://agentmods.dev/badge/skills/xiaoyangy/novel-studio/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/xiaoyangy/novel-studio/story-review"><img src="https://agentmods.dev/badge/skills/xiaoyangy/novel-studio/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 10,145 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
  • 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 $0.10145
Opus 5 $0.00037 $0.05072
Sonnet 5 $0.00015 $0.02029
Haiku 4.5 $0.00007 $0.01014

Measured 13d ago against content hash 2726a2e843bf, 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 13d ago.

The scan reads SKILL.md. This mod also ships 3 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.

skills/story-review/SKILL.md · 470 lines

How it starts

The opening of the file, as written. The whole thing — 470 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

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。


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. 检查核心 Agent 部署状态(检查项目内 agents,同时兼容 Claude Code、OpenCode 和 Codex):
    • 优先检查 .claude/agents/,其次检查 .opencode/agents/,再检查 .codex/agents/;三个目录任一存在即视为已部署
    • full 必需:Claude/OpenCode 为 story-architect.mdcharacter-designer.mdnarrative-writer.mdconsistency-checker.md;Codex 为同名 .toml
    • lean 必需:Claude/OpenCode 为 story-architect.mdconsistency-checker.md;Codex 为同名 .toml
    • 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。
    • 如果 .story-deployed 存在且 agents_version 缺失或小于 16,视为 stale deployment;不要 spawn,降级 solo,建议用户重新运行 /story-setup
    • 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
  4. 确认 Agent/Task 工具可用:如果当前环境没有可用的子 Agent/Task 调用能力,直接降级为 solo,报告 Fallback: agent tool unavailable -> solo
  5. 运行时失败降级:如果任何 Agent spawn 返回失败、subagent_type / agent_type 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 subagent_type/agent_type;不要把部分成功的 Agent 结果当成 full/lean 结论。
  6. 确定实际模式:报告中必须同时列出 Requested ModeEffective Mode
  7. 禁止把 .active-book 当作平台来源.active-book 只表示当前书名/目录名,不代表目标平台。

Read the full file on GitHub · 470 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. 13d ago First seen · 470 lines · 74 tokens per session scan A 2726a2e843bf

Subscribe to this mod's changes

story-review is a skill published in the GitHub repository Xiaoyangy/novel-studio (109 stars, last pushed 4d ago), licensed Apache-2.0. It adds 74 tokens to every session and 10,145 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.