How does the skill handle my API keys?

It follows security best practices by recommending environment variables, but it can also securely write keys to your local configuration file.

Does it provide pricing information for different models?

Yes, the skill includes a cost estimation feature that predicts monthly spend based on light, medium, or heavy usage patterns.

Can I use this skill with local LLMs?

Yes, the skill fully supports Ollama, allowing you to use local models for private and cost-free memory summarization.

What is the difference between the 'Balanced' and 'Detailed' modes?

Balanced mode optimizes for cost and speed, while Detailed mode increases the token budget to preserve more nuance in your agent's memory.

Memory LLM Configuration

Name: Memory LLM Configuration
Author: SpillwaveSolutions

bySpillwaveSolutions

•

데이터 과학 및 ML

Configures and optimizes LLM providers for agent-memory summarization with automated model discovery and cost estimation.

The Memory LLM skill provides a comprehensive interactive wizard for managing the language models that power your agent's memory summarization. It streamlines the integration of providers like OpenAI, Anthropic, and local Ollama instances by automating model discovery and verifying API connectivity. Beyond basic setup, the skill empowers users to balance performance and budget through advanced quality tuning, temperature control, and real-time cost projections, ensuring your agent remains efficient and context-aware.

주요 기능

01Automated model discovery and live API connection testing

02Secure credential management supporting both environment variables and config files

03Interactive wizard for provider selection including OpenAI, Anthropic, and Ollama

04Advanced quality tuning for temperature and token budget optimization

054 GitHub stars

06Proactive monthly cost estimation based on usage tiers

사용 사례

01Verifying and troubleshooting API credentials and rate limits

02Switching summarization providers to optimize for speed, cost, or privacy

03Fine-tuning summarization quality for complex long-term context retention

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spillwavesolutions/agent-memory memory-llm

For use in Claude.ai and ChatGPT

Download Skill