How does the Grounded Answer skill reduce AI hallucinations?

It mandates a search-first approach, requiring Claude to identify and cite specific information from provided documents before generating a response.

Is this skill limited to robotics?

While the default configuration is optimized for Robotics and Physical AI, the grounded logic can be applied to any technical or factual domain.

What kind of sources can this skill use?

It is designed to work with textbooks, research papers, lecture notes, and technical manuals provided in the project environment.

Does it support mathematical notation?

Yes, the skill is instructed to include formulas and technical context to provide deeper clarity for complex engineering questions.

Grounded Answer Researcher

Name: Grounded Answer Researcher
Author: MuhammadHassaanArain

byMuhammadHassaanArain

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学習とドキュメンテーション

Provides accurate, evidence-based responses by referencing specific research papers, textbooks, and technical documentation.

概要

The Grounded Answer skill enhances Claude's ability to deliver verifiable information by prioritizing knowledge base retrieval over general training data. Specifically optimized for technical domains like Robotics and Physical AI, it follows a rigorous procedure to search provided documents, select reliable references, and generate answers complete with citations and technical formulas. This ensures high-fidelity responses for academic research, engineering projects, and any scenario where factual precision and source transparency are critical.

主な機能

Technical formula and context generation
Knowledge base search and summarization
1 GitHub stars
Automated citation of research papers and textbooks
Source-backed factual answering
Uncertainty signaling when evidence is missing

ユースケース

Generating study guides with verifiable references for technical subjects
Explaining complex robotics kinematics using engineering textbooks
Retrieving specific research findings from Physical AI papers

概要

主な機能

Technical formula and context generation
Knowledge base search and summarization
1 GitHub stars
Automated citation of research papers and textbooks
Source-backed factual answering
Uncertainty signaling when evidence is missing

ユースケース

Generating study guides with verifiable references for technical subjects
Explaining complex robotics kinematics using engineering textbooks
Retrieving specific research findings from Physical AI papers