Semantic Translation
CommunityBridge human intent to precise domain concepts.
Software Engineering#interoperability#tool-calling#multi-domain#ambiguity-resolution#semantic-translation#domain-ontologies
Authorjcmrs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Ambiguity in user language across multiple technical domains is a major source of misinterpretation and incorrect implementations; this skill provides structured semantic translation and ontological mapping to align human intent with domain-specific concepts.
Core Features & Use Cases
- Semantic translation across Autogen, Langroid, MCP, UTCP, FastAPI, Git/Gitflow, SRE, and Memory Graphs.
- Disambiguation guidance and domain knowledge referencing to prevent hallucinations.
- Meta-question handling and cross-domain vocabulary alignment to keep conversations precise.
Quick Start
Translate ambiguous terms in the user's request into precise domain concepts and offer clarifying options across the supported ecosystems.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Semantic Translation Download link: https://github.com/jcmrs/jcmrs-plugins/archive/main.zip#semantic-translation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.