nl-intent-routing
CommunityStreamline message routing in NL pipelines for efficient AI debugging.
Software Engineering#AI architecture#LLM integration#pipeline debugging#message routing#NL processing
Authorcurtismu7
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill unit offers an architectural guide and debugging playbook to identify and fix routing issues in natural language intent pipelines, optimizing the debugging process.
Core Features & Use Cases
- Routing Architecture Guide: Provides an overview of the heuristic, LLM, and sanitize layers for efficient message interpretation.
- Debugging Playbook: A structured approach to tracing and resolving misrouted messages and system prompts.
- Use Case: When a user's message is routed incorrectly, this Skill can help diagnose and resolve issues at any level of the pipeline, ensuring accurate message handling.
Quick Start
Use the 'nl-intent-routing' skill to debug a misrouting issue by identifying the layer where the error occurs and applying the corresponding debugging steps outlined in the playbook.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: nl-intent-routing Download link: https://github.com/curtismu7/AI-demo/archive/main.zip#nl-intent-routing Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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