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Install in OpenClaw
/install nm-scribe-style-learner
Description
Learn and extract writing style patterns from exemplar text for consistent
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install nm-scribe-style-learner - After installation, invoke the skill by name or use
/nm-scribe-style-learner - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Nm Scribe Style Learner?
Learn and extract writing style patterns from exemplar text for consistent. It is an AI Agent Skill for Claude Code / OpenClaw, with 130 downloads so far.
How do I install Nm Scribe Style Learner?
Run "/install nm-scribe-style-learner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Nm Scribe Style Learner free?
Yes, Nm Scribe Style Learner is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Nm Scribe Style Learner support?
Nm Scribe Style Learner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Nm Scribe Style Learner?
It is built and maintained by athola (@athola); the current version is v1.0.0.
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