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Quality Checker
by
yuzhihui886
· GitHub ↗
· v1.0.2
· MIT-0
115
Downloads
0
Stars
0
Active Installs
3
Versions
Install in OpenClaw
/install quality-checker
Description
章节质量检测器 - 检测章节正文的质量问题并生成评分报告。当需要评估章节质量、发现问题时使用，支持字数/段落/对话/标点/重复用词检测。
Usage Guidance
This skill appears to do exactly what it says: analyze local chapter files and generate a report. Before installing/run:
- Only run the script on files you trust (it will read any filepath you pass).
- Install dependencies in a virtual environment (pip install -r scripts/requirements.txt) to avoid contaminating your system Python.
- Review configs/configs/quality_config.yml to adjust thresholds to your needs.
- Note minor detection limitations (dialogue detection via quotes and Chinese word heuristics may produce false positives).
Overall this is coherent and low-risk, but treat code from unknown sources cautiously (run in an isolated environment if you have concerns).
Capability Analysis
Type: OpenClaw Skill
Name: quality-checker
Version: 1.0.2
The quality-checker skill is a legitimate tool for analyzing the writing quality of Markdown chapters. The Python script (scripts/check_quality.py) performs local text analysis using regular expressions to calculate word counts, paragraph lengths, and dialogue ratios without any network activity, shell execution, or unauthorized file access. All behaviors align perfectly with the documentation in SKILL.md.
Capability Assessment
Purpose & Capability
Name/description (chapter quality checker) match the included script and config. The files implement local text analysis (word counts, paragraph lengths, dialogue ratio, punctuation, repeated words). Declared dependencies (rich, PyYAML) and the single included Python script are proportionate to the stated functionality.
Instruction Scope
SKILL.md instructs running the included Python script against local Markdown/TXT files and saving reports locally. The runtime instructions reference only local files and the included config; there are no directives to read unrelated system files, environment variables, or to send data externally. Integration examples call another (presumably related) novel-writer script, which is consistent with a writing toolchain.
Install Mechanism
There is no install spec; skill is instruction-only but includes a script and a requirements.txt. Dependencies are common PyPI packages (rich, PyYAML) installed via pip—this is a standard, low-risk approach. No downloads from unknown URLs or archive extraction are present.
Credentials
The skill declares no required environment variables, credentials, or config paths. The code does not access environment variables or network endpoints; it only reads files whose paths are provided by the user and a local config file. Requested permissions are minimal and appropriate.
Persistence & Privilege
always is false (default), and the skill does not request persistent or elevated presence. It does not modify other skills or global agent settings. Behavior is limited to on-demand CLI execution.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install quality-checker - After installation, invoke the skill by name or use
/quality-checker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
修复平台反馈：1) 添加 PyYAML 到 requirements.txt 2) 支持 GBK 编码自动检测 3) 确认使用 yaml.safe_load 安全解析
v1.0.1
优化版本：添加配置文件支持 (configs/quality_config.yml)，可自定义段落长度/对话比例/标点/重复词阈值
v1.0.0
初始版本：opencode 生成脚本 + Claude Code debug 修复，字数/段落/对话/标点/重复用词检测，质量评分 0-100 分
Metadata
Frequently Asked Questions
What is Quality Checker?
章节质量检测器 - 检测章节正文的质量问题并生成评分报告。当需要评估章节质量、发现问题时使用，支持字数/段落/对话/标点/重复用词检测。 It is an AI Agent Skill for Claude Code / OpenClaw, with 115 downloads so far.
How do I install Quality Checker?
Run "/install quality-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Quality Checker free?
Yes, Quality Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Quality Checker support?
Quality Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Quality Checker?
It is built and maintained by yuzhihui886 (@yuzhihui886); the current version is v1.0.2.
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