llm-integration-patterns
CommunityCost-aware multi-tier LLM orchestration.
Authordrhayf
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Patterns for robust LLM integration in GUTTERS, enabling factory usage, prompt engineering, fallbacks, and activity logging to keep costs predictable and reliability high.
Core Features & Use Cases
- Tiered LLM factory: select premium for user-facing interactions and standard for background tasks to optimize cost and performance.
- Prompt engineering & parsing: structured prompts with resilient response parsing and fallback safeguards.
- Activity logging & cost tracking: comprehensive auditing of all LLM calls with model details and AUD estimates.
Quick Start
Configure and invoke the tiered LLM factory with prompt engineering and activity logging for a module.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: llm-integration-patterns Download link: https://github.com/drhayf/GUTTERS/archive/main.zip#llm-integration-patterns Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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