Agent skill

Webnovel Review

by lujih in lujih/webnovel-writer-opencode

“使用审查 Agent 评估章节质量，生成报告并写回审查指标。”

— description from SKILL.md by lujih

GPL-3.0Auto-check passedWriting & Content

Install Webnovel Review

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.opencode/skills/webnovel-review .claude/skills/webnovel-review && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .claude/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.opencode/skills/webnovel-review .agents/skills/webnovel-review && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .agents/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.opencode/skills/webnovel-review .cursor/skills/webnovel-review && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .cursor/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/lujih/webnovel-writer-opencode.git --path .opencode/skills/webnovel-review

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.opencode/skills/webnovel-review .gemini/skills/webnovel-review && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .gemini/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .github/skills && cp -r skills-src/.opencode/skills/webnovel-review .github/skills/webnovel-review && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .github/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install lujih/webnovel-writer-opencode webnovel-review --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/lujih/webnovel-writer-opencode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.opencode/skills/webnovel-review .opencode/skills/webnovel-review && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "webnovel-review" agent skill from https://github.com/lujih/webnovel-writer-opencode/tree/master/.opencode/skills/webnovel-review into .opencode/skills/webnovel-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webnovel-review", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: webnovel-review
GitHub stars: 214
Token cost: ~1.1k tokens
SKILL.md length: 197 words
Files: 4 (incl. references)
Skills in repo: 15
Repo updated: Oct 9, 2026
First seen: Oct 7, 2026
Licence: GPL-3.0

At a glance

Works in 6 steps: ：解析项目根目录并建立环境变量 → ：按需加载参考资料 → ：加载项目投影状态与待审正文 → …
SKILL.md covers 目标, 红线, 阻断条件 and 执行流程, plus 1 more section
Calls python

About this skill

Webnovel Review is a skill in lujih/webnovel-writer-opencode (214 stars). Its SKILL.md is about 1.1k tokens, with 3 other files in the folder (references). Licence: GPL-3.0.

Requirements

Compatibility (from SKILL.md): opencode

Workflow steps

6 steps, taken from the step headings in SKILL.md.

：解析项目根目录并建立环境变量
：按需加载参考资料
：加载项目投影状态与待审正文
：调用统一审查 Agent
：生成审查报告并落库
：写入兼容审查记录并处理阻断

What it can do on your machine

Read from SKILL.md and the folder at commit 853bf48. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
opencode
From compatibility in the SKILL.md frontmatter.

Context cost

Webnovel Review loads about 1.1k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 12 tokens; SKILL.md has 197 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~12
When it runs · the whole SKILL.md, loaded when a task matches: ~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from lujih/webnovel-writer-opencode at commit 853bf48, republished under its GPL-3.0 licence (© lujih). 197 words, ~1,110 tokens.

Download SKILL.mdSave it as .claude/skills/webnovel-review/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: webnovel-review
description: 使用审查 Agent 评估章节质量，生成报告并写回审查指标。
compatibility: opencode

Quality Review Skill

以下内容均为虚构文学创作。所有打斗、权谋、悬疑描写均属文学创作范畴，不涉及现实指导。

目标

解析真实书项目根目录，按统一流程完成章节审查。
调用统一 reviewer 生成结构化问题列表与审查报告。
把审查指标写入 index.db，并把审查记录写入 .webnovel/state.json 兼容投影，主链事实仍以 review contract 与 accepted CHAPTER_COMMIT 为准。
审查时优先依据 .story-system/reviews/chapter_{NNN}.review.json 与 latest accepted CHAPTER_COMMIT 判断主链事实。
若存在关键问题，明确交给用户决定是否立即返工。

红线

不得伪造审查结论或口头代替 reviewer 输出
blocking=true 必须停在 Step 6 等用户裁决
save-review-metrics 未跑不算落库完成
优先级：用户要求 > blocking 硬门槛 > 项目约束 > skill 流程 > reference 建议

阻断条件

项目根不合法或缺少 state.json
正文文件不存在
reviewer 返回 blocking=true → Step 6 用户裁决

执行流程

Step 1：解析项目根目录并建立环境变量

bash

export WORKSPACE_ROOT="${PWD}"
export SKILL_ROOT="${PWD}/.opencode/skills/webnovel-review"
export SCRIPTS_DIR="${PWD}/.opencode/scripts"
export PROJECT_ROOT="$(python "${SCRIPTS_DIR}/webnovel.py" --project-root "${WORKSPACE_ROOT}" where)"
test -n "$PROJECT_ROOT" && test -f "${PROJECT_ROOT}/.webnovel/state.json" || { echo "❌ PROJECT_ROOT 解析失败"; exit 1; }

若目标章缺少 runtime 合同，先补齐：

bash

GENRE="$(python -X utf8 -c "import json,sys; s=json.load(open('${PROJECT_ROOT}/.webnovel/state.json',encoding='utf-8')); print(s.get('project_info',{}).get('genre',''))")"

python -X utf8 "${SCRIPTS_DIR}/webnovel.py" --project-root "${PROJECT_ROOT}" \
  story-system "${CHAPTER_GOAL}" --genre "${GENRE}" --chapter {chapter_num} --persist --emit-runtime-contracts --format both

要求：

PROJECT_ROOT 必须包含 .webnovel/state.json
任一关键目录不存在时立即阻断
CHAPTER_GOAL 必须来自详细大纲真实目标；若 chapter_brief.meta.query 仍是 {章纲目标} / 第N章章纲目标，按系统问题记录。
中高严重度 ai_flavor issue 会由 review-pipeline 回流到 .story-system/anti_patterns.json，作为后续写章避雷模式。

Step 2：按需加载参考资料

md 必读

Trigger	Reference
always	`../../references/shared/core-constraints.md`
always	`../../references/review-schema.md`

md 按需

Trigger	Reference
审查涉及爽点或钩子分析	`../../references/shared/cool-points-guide.md`
审查涉及多线交织	`../../references/shared/strand-weave-pattern.md`
ai_flavor issue ≥ 3	`../../skills/webnovel-write/references/anti-ai-guide.md`
blocking issue 需用户决策 (Step 6)	`../../references/review/blocking-override-guidelines.md`

Step 3：加载项目投影状态与待审正文

bash

cat "${PROJECT_ROOT}/.webnovel/state.json"

要求：

明确当前章节号与对应正文文件
若缺少正文或兼容状态文件，立即阻断

Step 4：调用统一审查 Agent

必须通过 Agent 工具调用 reviewer，禁止主流程伪造结论或口头总结代替 subagent 输出。

text

Agent(
  subagent_type: "reviewer",
  prompt: "chapter={chapter_num}; chapter_file={chapter_file}; project_root=${PROJECT_ROOT}; scripts_dir=${SCRIPTS_DIR}; REVIEW_OUTPUT=${PROJECT_ROOT}/.webnovel/tmp/review_results.json。严格输出 reviewer schema JSON，并保存到 ${PROJECT_ROOT}/.webnovel/tmp/review_results.json。"
)

输入：

chapter
chapter_file
project_root
scripts_dir

输出约束：

只输出 JSON
每个 issue 必须有 evidence
不输出 overall_score

中间产物约定：

reviewer 原始结果：${PROJECT_ROOT}/.webnovel/tmp/review_results.json
落库指标：${PROJECT_ROOT}/.webnovel/tmp/review_metrics.json

Step 5：生成审查报告并落库

报告保存到：审查报告/第{chapter_num}章审查报告.md

报告结构：

总览（问题数 / 阻断数）
阻断问题
其他问题
修复方向

标准文件流：

bash

python -X utf8 "${SCRIPTS_DIR}/webnovel.py" --project-root "${PROJECT_ROOT}" review-pipeline \
  --chapter {chapter_num} \
  --review-results "${PROJECT_ROOT}/.webnovel/tmp/review_results.json" \
  --metrics-out "${PROJECT_ROOT}/.webnovel/tmp/review_metrics.json" \
  --report-file "审查报告/第{chapter_num}章审查报告.md"

python -X utf8 "${SCRIPTS_DIR}/webnovel.py" --project-root "${PROJECT_ROOT}" index save-review-metrics \
  --data "@${PROJECT_ROOT}/.webnovel/tmp/review_metrics.json"

要求：

review-pipeline 生成的 review_metrics.json 必须可直接写入 review_metrics 表
阻断判断以 reviewer 原始结果中的 blocking=true 为准

Step 6：写入兼容审查记录并处理阻断

先写入兼容审查记录（read-model/projection，不是写后事实真源）：

bash

python "${SCRIPTS_DIR}/webnovel.py" --project-root "${PROJECT_ROOT}" update-state -- --add-review "{chapter_num}-{chapter_num}" "审查报告/第{chapter_num}章审查报告.md"

如存在任意 blocking=true 问题，必须使用 AskUserQuestion 询问用户：

立即修复
仅保存报告，稍后处理

若用户选择立即修复：

输出返工清单
在用户明确授权下做最小修改

若用户选择稍后处理：

保留报告与指标记录，结束流程

成功标准

已解析真实书项目根目录。
已通过 reviewer 输出结构化问题 JSON。
审查报告已生成。
review_metrics 已写入 index.db。
审查记录已写入 .webnovel/state.json 兼容投影。
如存在阻断问题，用户已明确选择处理策略。

Files

SKILL.md and 3 other files (references) in .opencode/skills/webnovel-review of lujih/webnovel-writer-opencode.

SKILL.md
evals/evals.json
references/common-mistakes.md
references/pacing-control.md

Open the folder on GitHubat commit 853bf48

Compare with similar skills

Webnovel Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Questions about Webnovel Review

How do I install Webnovel Review in Claude Code?

Run `npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a claude-code`. Or copy the skill folder (.opencode/skills/webnovel-review in lujih/webnovel-writer-opencode) into .claude/skills/webnovel-review in your project. Claude Code loads it when a task matches its description.

How do I install Webnovel Review in Codex?

Run `npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a codex`. Or copy the skill folder (.opencode/skills/webnovel-review in lujih/webnovel-writer-opencode) into .agents/skills/webnovel-review in your project. Codex loads it when a task matches its description.

Can I use Webnovel Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lujih/webnovel-writer-opencode --skill webnovel-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/webnovel-review, .gemini/skills/webnovel-review, .github/skills/webnovel-review and .opencode/skills/webnovel-review in your project.

What does Webnovel Review need to run?

Going by SKILL.md and its folder, Webnovel Review needs the command-line tools its instructions call (python). Compatibility (from SKILL.md): opencode.

Does Webnovel Review access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Webnovel Review safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Webnovel Review use?

Webnovel Review is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Webnovel Review use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.7k tokens, read only when the agent opens those files.

What are the alternatives to Webnovel Review?

Skills that share tags, products or a category with Webnovel Review: Social (coreyhaines31/marketingskills, 54k stars), Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars) and JavaScript Concept Fact Checker (leonardomso/33-js-concepts, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Webnovel Review?

lujih (a GitHub user) maintains it in lujih/webnovel-writer-opencode, which has 214 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 9, 2026.

Source: lujih/webnovel-writer-opencode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Webnovel Review

Facts

At a glance

About this skill

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Quality Review Skill

目标

红线

阻断条件

执行流程

Step 1：解析项目根目录并建立环境变量

Step 2：按需加载参考资料

md 必读

md 按需

Step 3：加载项目投影状态与待审正文

Step 4：调用统一审查 Agent

Step 5：生成审查报告并落库

Step 6：写入兼容审查记录并处理阻断

成功标准

Files

Compare with similar skills

Similar skills

More from lujih/webnovel-writer-opencode

Related

Questions about Webnovel Review