webnovel-review

webnovel-review is a skill for Claude Code from lingfengQAQ/webnovel-writer. It costs 24 tokens per session (2,276 once invoked), scanned A, original, GPL-3.0.

A review agent for assessing the quality of fiction chapters. It produces a review report and writes review measurements back to the project.

In plain words
What is it for?
Reviewing completed chapters, generating quality reports, and recording review metrics.
Why use it?
It gives a structured assessment of chapter quality instead of relying only on an informal read-through. The saved measurements can support later tracking or review workflows.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the webnovel-writer plugin — 8 skills, 4 agents, 2 hooks shipped together

not rated 7.7krepo +87 2d ago A scan Socket: passSnyk: passSkillSpector: pass 24 tokens GPL-3.0

Good fit Reviewing completed chapters, generating quality reports, and recording review metrics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lingfengqaq/webnovel-writer/webnovel-review
About the project

Webnovel Writer is a Claude Code plugin for managing long-form web fiction, including story settings, outlines, chapters, continuity checks, and searchable memory. It is intended for writers producing serialized novels who need an AI assistant to retain facts and maintain consistency across many chapters. The catalogue add-ons extend its writing workflow through skills, agents, hooks, and a plugin.

lingfengQAQ/webnovel-writer · 7,690 stars · on GitHub · lingfengqaq.github.io

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 lingfengQAQ/webnovel-writer --skill webnovel-review
Clone the repo
git clone --depth 1 https://github.com/lingfengQAQ/webnovel-writer

Made for: Claude Code.

Or install webnovel-writer, the plugin that ships this one along with the rest of its 8 skills, 4 agents, 2 hooks.

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 webnovel-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/lingfengqaq/webnovel-writer/webnovel-review/github.svg)](https://agentmods.dev/skills/lingfengqaq/webnovel-writer/webnovel-review)
Your own site
<a href="https://agentmods.dev/skills/lingfengqaq/webnovel-writer/webnovel-review"><img src="https://agentmods.dev/badge/skills/lingfengqaq/webnovel-writer/webnovel-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 webnovel-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/lingfengqaq/webnovel-writer/webnovel-review"><img src="https://agentmods.dev/badge/skills/lingfengqaq/webnovel-writer/webnovel-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,276 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 15 Sept 2026
  • Snyk pass 15 Sept 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin unknown 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 $0.00024 $0.02276
Opus 5.5 $0.00010 $0.00910
Sonnet 5.5 $0.00005 $0.00455
Haiku 4.5 $0.00002 $0.00228

Measured 1mo ago against content hash c3948ab24021, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

webnovel-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 1mo 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.

webnovel-writer/skills/webnovel-review/SKILL.md · 199 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 1mo ago First seen · 199 lines · 24 tokens per session scan A c3948ab24021

Subscribe to this mod's changes

webnovel-review is a skill published in the GitHub repository lingfengQAQ/webnovel-writer (7,690 stars, last pushed 2d ago), licensed GPL-3.0. It adds 24 tokens to every session and 2,276 once invoked, about $0.0001 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.