Atlas / Skills / lingfengqaq / Webnovel Learn

Webnovel LearnSAFE

skills/lingfengqaq/webnovel-learn

基于 Claude Code 的长篇网文辅助创作系统,解决 AI 写作中的「遗忘」和「幻觉」问题,支持 200 万字量级 连载创作。

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
GPL-3.0
Stars
7,603
01

Overview

基于 Claude Code 的长篇网文辅助创作系统,解决 AI 写作中的「遗忘」和「幻觉」问题,支持 200 万字量级 连载创作。

Read from source at commit ee23e2991f50OBSERVED · 2026-10-22
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: webnovel-learn
description: 从当前会话提取成功写作模式并写入 project_memory.json
allowed-tools: Read Bash
argument-hint: "[要记住的写作经验]"
---

# /webnovel-learn

## Project Root Guard(必须先确认)

- 必须在项目根目录执行(需存在 `.webnovel/state.json`)
- 用统一入口解析项目根,避免写错目录:

```bash
export WORKSPACE_ROOT="${CLAUDE_PROJECT_DIR:-$PWD}"
export SCRIPTS_DIR="${CLAUDE_PLUGIN_ROOT:?}/scripts"
export PROJECT_ROOT="$(python -X utf8 "${SCRIPTS_DIR}/webnovel.py" --project-root "${WORKSPACE_ROOT}" where)"
```

## 目标

提取可复用的写作模式(钩子/节奏/对话/微兑现等),追加到 `.webnovel/project_memory.json`。

## 执行流程

1. 读取 `"$PROJECT_ROOT/.webnovel/state.json"` 的 `progress.current_chapter` 作为当前章节号;缺失则用 `source_chapter: null`,不阻断。
2. 解析用户输入(`/webnovel-learn` 后的经验文本;为空则取本次对话中用户认可的写法),归类 `pattern_type`(hook/pacing/dialogue/payoff/emotion/format/other,无法归类用 `other`)。
3. 调用 `project-memory add-pattern` 写入,不得手写或拼接 JSON:

```bash
python -X utf8 "${SCRIPTS_DIR}/webnovel.py" --project-root "${PROJECT_ROOT}" project-memory add-pattern \
  --pattern-type "{pattern_type}" \
  --description "{用户输入或提炼后的完整描述}" \
  --category "{分类,可空}" \
  --importance "{high|medium|low}"
```

## 约束

- 不删除旧记录,仅追加。
- 追加前扫描已有 `patterns`;`pattern_type` + `description` 完全相同则跳过并告知用户,部分相似不去重。
- 禁止使用 `Write` 或手工编辑 `.webnovel/project_memory.json`。

## 成功标准

- `project_memory.json` 存在且格式合法,新 pattern 已追加到 `patterns` 数组。
- 输出包含 `status: success` 和完整 `learned` 对象。

## 失败恢复

| 故障 | 恢复方式 |
|------|---------|
| `project_memory.json` 不存在 | 脚本自动初始化 `{"patterns": []}` 后继续 |
| JSON 解析失败 | 不写入脏数据,告知用户文件损坏并建议手动修复 |
| `state.json` 缺失无法取章节号 | 用 `source_chapter: null`,不阻断 |
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-22 · audit v0.4.1 · source sha ee23e2991f50full audit observations/trust-audit/skill/lingfengqaq__webnovel-learn.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-22ee23e2991f50SAFEB89first audit
05

Questions

What does the webnovel-learn — lingfengqaq/webnovel-writer skill do?

基于 Claude Code 的长篇网文辅助创作系统,解决 AI 写作中的「遗忘」和「幻觉」问题,支持 200 万字量级 连载创作。

Is webnovel-learn — lingfengqaq/webnovel-writer safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can webnovel-learn — lingfengqaq/webnovel-writer access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (ee23e2991f50), read on 2026-10-22. The repository is watched, and a new audit runs when it changes — this is the first audit.

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