heartflow-bridge-layer
CommunityBridge between users and LLMs, translating and refining language.
Software Engineering#LLM interaction#language translation#semantics#translation refinement#AI bridge
Authoryun520-1
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The heartflow-bridge-layer Skill unit solves the challenge of language translation and refinement between users and Large Language Models (LLMs), ensuring clear and effective communication.
Core Features & Use Cases
- Language Translation: Translates user input from natural language to LLM-compatible structured instructions and LLM output back to user-friendly language.
- Independent Judgment: Maintains its own stance during translation, acting as a bridge with judgment rather than a mere transmission device.
- Subsystems: Comprises three main subsystems: the Semantic Translator, the Agent Layer, and the Persona Core.
- Use Case: For a user to ask a complex question, the Skill translates the question into a structured command for the LLM, processes the LLM's response, and then translates it back into clear, concise language.
Quick Start
Use the heartflow-bridge-layer skill to translate the following sentence into LLM-compatible language: "What is the weather like today?"
Dependency Matrix
Required Modules
translatoragent-layerpersona-core
Components
scriptsreferencesassets
💻 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: heartflow-bridge-layer Download link: https://github.com/yun520-1/mark-heartflow-skill/archive/main.zip#heartflow-bridge-layer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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