How does the skill determine the project domain?

It uses a weighted scoring system where primary keywords count for 3 points and secondary keywords count for 1 point. It selects the domain with the highest score or defaults to 'General' if the results are ambiguous.

What kind of chapters does it generate?

It maps content to an 8-chapter structure covering hardware/data, computation/architecture, generation/planning, control systems, AI/Intelligence, interfaces, integration/testing, and safety/monitoring.

Can I use this for non-robotics projects?

Yes, while it features specialized mappings for ROS2 and AI/ML, it includes a comprehensive 'GENERAL' domain designed for any generic engineering or research task.

Does it change my actual source code terminology?

No, the terminology substitution (e.g., changing 'module' to 'node' in a ROS2 context) is applied only to the generated research reports to ensure domain accuracy in documentation.

Field Keyword Report Mapper

Name: Field Keyword Report Mapper
Author: orientpine

byorientpine

•

学习与文档

Maps domain-specific keywords to structured research report chapters for ROS2, AI/ML, and general engineering projects.

This skill enhances Claude's ability to organize technical documentation and research reports by providing a robust keyword mapping system. It automatically detects project domains—such as Robotics (ROS2), Machine Learning (AI/ML), or general engineering—and intelligently assigns content to the most relevant chapters based on primary and secondary keyword density. By calculating chapter relevance and substituting generic terminology with domain-accurate jargon, it ensures that generated reports are professionally tailored to the specific technical requirements of the field.

主要功能

01Structured 8-chapter mapping for ROS2, AI/ML, and General Engineering

029 GitHub stars

03Domain-specific terminology substitution for professional technical writing

04Customizable chapter relevance scoring and sufficiency thresholds

05Automatic domain detection using weighted keyword frequency analysis

06Support for framework-specific indicators and file extension detection

使用场景

01Organizing AI/ML model documentation based on training, inference, and evaluation phases

02Standardizing fragmented engineering research notes into a cohesive report format

03Automatically generating structured technical reports from ROS2 robot system codebases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add orientpine/honeypot field-keywords

For use in Claude.ai and ChatGPT

Download Skill