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在 OpenClaw 中安装
/install nm-scribe-style-learner
功能描述
Learn and extract writing style patterns from exemplar text for consistent
安全使用建议
This skill appears to do what it says: analyze exemplar text and produce a style profile. Before using it, (1) ensure any exemplar files you provide do not contain secrets or private data since the included shell/Python snippets will read the files you point them at; (2) review any integration components it references (slop-detector, doc-generator, pre-commit hooks) before connecting them to your toolchain; (3) run the analysis in a controlled environment (or on sanitized copies of documents) if you have sensitive content; and (4) if you plan to enable automatic agent invocation, be mindful that the agent could read files the skill is asked to analyze — limit its scope and inputs accordingly.
功能分析
Type: OpenClaw Skill
Name: nm-scribe-style-learner
Version: 1.0.0
The nm-scribe-style-learner skill is designed to analyze and replicate writing styles by extracting quantitative metrics and identifying representative text exemplars. The provided modules (feature-extraction.md, exemplar-reference.md) contain standard text processing logic using Bash commands (awk, grep) and Python snippets to calculate word counts, sentence lengths, and punctuation density. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the skill operates entirely within its stated purpose of style analysis.
能力评估
Purpose & Capability
Name/description (style learner) align with requested artifacts and instructions: extracting quantitative text features, selecting exemplars, generating a profile, and validating outputs. The declared config dependencies (night-market.scribe:shared, night-market.scribe:slop-detector) are consistent with a style-analysis workflow.
Instruction Scope
The SKILL.md contains concrete shell and Python snippets (awk, grep, Python sentence analysis) that operate on local text files (e.g., file.md, README.md, .scribe/style-profile.yaml). This is expected for a style-extraction tool, but it means the skill will read whatever exemplar files the agent is directed to process — including any sensitive content if provided. There are no instructions to transmit data to external endpoints, but the skill references integration points (slop-detector, doc-generator, pre-commit) which should be reviewed separately.
Install Mechanism
Instruction-only skill with no install spec and no downloads. Nothing is written to disk by the skill package itself (risk level is low).
Credentials
No environment variables or secret credentials are requested. The two required config paths correspond to style/shared and slop-detector components and are proportionate to the stated functionality.
Persistence & Privilege
always:false and no indication of modifying other skills or global agent settings. The skill suggests integrating with tools like pre-commit but does not request permanent privileged presence.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install nm-scribe-style-learner - 安装完成后，直接呼叫该 Skill 的名称或使用
/nm-scribe-style-learner触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
style-learner 1.0.0 — initial public release
- Introduces a systematic approach to learning and codifying writing style from exemplar texts
- Defines steps for feature extraction, exemplar selection, style profile generation, and validation
- Outlines required metrics for vocabulary, sentence structure, formatting, and punctuation
- Provides templates for style profiles and exemplar passages
- Integrates with slop-detector for validation and anti-pattern detection
- Offers checklists and clear usage instructions for applying extracted style to new content
元数据
常见问题
Nm Scribe Style Learner 是什么？
Learn and extract writing style patterns from exemplar text for consistent. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 130 次。
如何安装 Nm Scribe Style Learner？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install nm-scribe-style-learner」即可一键安装，无需额外配置。
Nm Scribe Style Learner 是免费的吗？
是的，Nm Scribe Style Learner 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Nm Scribe Style Learner 支持哪些平台？
Nm Scribe Style Learner 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Nm Scribe Style Learner？
由 athola（@athola）开发并维护，当前版本 v1.0.0。
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