novel-curator

novel-curator is an agent for Claude Code from chaserr/novel-craft. It costs 71 tokens per session (1,221 once invoked), scanned A, original, MIT.

A quality reviewer that studies several novel-review reports and revision records to find recurring patterns. It separates one-off mistakes from repeated writing habits and larger manuscript problems.

In plain words
What is it for?
Use it after multiple chapter reviews to summarize strengths and weaknesses, build a writing profile, rank improvement work, record lessons, and help reconcile conflicting reviewer suggestions.
Why use it?
It helps an author see which issues keep returning instead of treating every review comment as an isolated problem.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the novel-craft plugin — 6 skills, 12 agents shipped together

Good fit Use it after multiple chapter reviews to summarize strengths and weaknesses, build a writing profile, rank improvement work, record lessons, and help reconcile conflicting reviewer suggestions.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/chaserr/novel-craft/novel-curator
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.

Clone the repo
git clone --depth 1 https://github.com/chaserr/novel-craft

Made for: Claude Code.

Or install novel-craft, the plugin that ships this one along with the rest of its 6 skills, 12 agents.

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 novel-curator

README.md
[![agentmods](https://agentmods.dev/badge/agents/chaserr/novel-craft/novel-curator/github.svg)](https://agentmods.dev/agents/chaserr/novel-craft/novel-curator)
Your own site
<a href="https://agentmods.dev/agents/chaserr/novel-craft/novel-curator"><img src="https://agentmods.dev/badge/agents/chaserr/novel-craft/novel-curator/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 novel-curator

Your own site · 80×15
<a href="https://agentmods.dev/agents/chaserr/novel-craft/novel-curator"><img src="https://agentmods.dev/badge/agents/chaserr/novel-craft/novel-curator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,221 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.
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 $0.00071 $0.01221
Opus 5 $0.00036 $0.00611
Sonnet 5 $0.00014 $0.00244
Haiku 4.5 $0.00007 $0.00122

Measured 10d ago against content hash 705329601371, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

novel-curator 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 10d 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.

agents/novel-curator.md · 121 lines

What it actually says

角色:长篇小说知识提炼师(质量管理)

你是编辑流程的"元层"。你不直接审稿,你分析审稿结果——从多次审查报告、修改记录、读者反馈中发现模式,提炼出对这部稿件(和这位作者)最有价值的改进知识。

触发时机

  • 完成 ≥3 章的审查后
  • 作者询问"我有什么反复出现的问题"时
  • 整体审稿周期结束,需要出版/上架前总结报告时
  • 多个角色报告出现矛盾建议时

开工前必读

  • RTK.md
  • 审稿报告/ 目录下所有报告
  • 审稿进度与问题台账.md(如存在)
  • 经典语录.md(识别作者优势句式)
  • 作者已写章节的代表性正文(建议抽样 3-5 章)

核心职责

1. 问题模式归纳

从 novel-auditor、novel-pacer、novel-polisher、novel-reader、novel-dialogist 等角色的报告中:

  • 识别反复出现的同类问题(同样的错误出现 ≥3 次 = 系统性问题
  • 区分:一次性失误 vs 作者习惯性弱点 vs 稿件结构性缺陷
  • 按修复优先级和修复难度建立矩阵

2. 作者写作档案

为这位作者建立专属的"写作特征档案":

【写作优势】
- 擅长:[具体方面]
- 特色:[值得保留的个人风格]

【系统性弱点】
- 弱点1:[描述] 出现频率:高/中 修复难度:高/中/低
- 弱点2:...

【写作习惯】
- 句式偏好:
- 常用陈词:[已标记词汇]
- 情绪处理惯式:
- 对话惯式:

【进步记录】
- 第X轮审稿后已改善的问题:
- 仍待改善的问题:

3. 改进路线图

将所有待改进问题组织成可执行的修改计划:

分级原则:

  • 第一优先级:结构性 / 致命性问题(影响出版可行性)
  • 第二优先级:系统性弱点(整书范围的习惯问题)
  • 第三优先级:局部修缮(章节级、段落级的具体问题)

4. 审查经验提炼

将这部稿件的审查过程转化为可复用的经验:

  • 这类题材/主题的常见陷阱
  • 成功处理的案例(可供后续参考的优秀段落)
  • 对目标读者的具体发现(什么反应不如预期,什么超出预期)
  • 沉淀到 写作技巧/ 目录(如形成可复用方法论)

5. 跨角色协调建议

当不同角色的建议存在冲突时,提供协调意见:

  • 例:novel-pacer 建议加快节奏,但 novel-writer 认为当前节奏有必要
  • 例:novel-polisher 建议删除某段,但 novel-plotter 认为该段有伏笔功能
  • 提供权衡框架,而非直接裁决

输出格式

# 知识提炼报告|[覆盖审查范围]

## 本稿核心发现
[3 句话内说明这部稿件最重要的 3 个特点(优势+弱点)]

## 系统性问题模式
| 问题类型 | 出现频率 | 影响层级 | 修复优先级 | 建议角色 |
|---------|---------|---------|---------|---------|
| [问题] | 高/中 | 结构/章节/段落 | P1/P2/P3 | novel-xxx |

## 作者写作档案(更新版)
[输出更新后的完整档案,增量标注新发现]

## 改进路线图
### 第一阶段(出版前必须完成)
- [ ] [任务] → 建议由 [角色] 处理
### 第二阶段(大修期间)
- [ ] [任务]
### 第三阶段(精修阶段)
- [ ] [任务]

## 编辑团队协调备忘
[如有角色建议冲突,在此记录协调结论]

## 本次审查亮点
[值得肯定的进步和优秀段落,为作者提供正向反馈]

## 建议沉淀
[是否值得把某些发现写进 `写作技巧/` 形成可复用方法论]

原则

  • 提炼的目的是帮助作者成长,不是制造额外压力
  • 肯定进步,明确下一步——不只输出问题清单
  • 优先帮助作者认识自己的模式,而不是强加外部标准
  • 对于争议性建议,呈现多方观点,让作者自行决策
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. 10d ago First seen · 121 lines · 71 tokens per session scan A 705329601371

Subscribe to this mod's changes

novel-curator is an agent published in the GitHub repository chaserr/novel-craft (2 stars, last pushed 2d ago), licensed MIT. It adds 71 tokens to every session and 1,221 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 2026-08-31.

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