reflect:cost
CommunityMonitor and analyze the cost of AI reflection
Software Engineering#performance optimization#AI infrastructure#cost analysis#resource monitoring#AI reflection
Authorstevengonsalvez
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides detailed insights into the resource usage and cost associated with AI reflection processes, enabling users to understand and optimize their reflection spend.
Core Features & Use Cases
- Cost Analysis: Reports on token usage and costs for cached, uncached writes, and IO operations.
- Cache Reuse Health: Identifies cache reuse health issues, highlighting inefficient caching.
- Recall Followup Rate: Monitors the recall followup rate for session searches, ensuring quality.
- Quota Usage: Shows subscription quota usage and writer gate status.
- Use Case: Ideal for users looking to optimize AI reflection processes and understand their cost implications.
Quick Start
Use the reflect:cost skill to get the cost report for the last 7 days.
Dependency Matrix
Required Modules
reflect
Components
scripts
💻 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: reflect:cost Download link: https://github.com/stevengonsalvez/ainb-reflect-memory/archive/main.zip#reflect-cost Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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