maximus-ai-cost-control - Maximus AI Cost Control
Provides cost architecture design, model routing, prompt caching, and context compression strategies for AI products.
Tags
Updated: 2026-09-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Map LLM cost surface
- Apply caching hierarchy
- Build model routing tables
- Compress context window contents
- Set budget thresholds and alerts
- Perform unit economics check
- Audit cost anomaly spikes
Inputs
- LLM token usage metrics
- System prompts and retrieved documents
- Model routing rules and pricing tiers
- Product revenue and ARPU data
- API cost logs and billing alerts
Outputs
- Cost architecture document
- Cost surface table
- Model routing configuration
- Caching and compression plan
- Budget and alert configurations
Requirements
- LLM provider API access
- Infrastructure monitoring and alerting system
- Cache store for semantic or result caching