Which models are supported for cost tracking?

The skill includes pricing references for the Claude 3 family, including Claude 3.5 Sonnet, Claude 3 Opus, and Claude 3 Haiku.

Does it provide reports on my spending?

Yes, it generates detailed usage reports that breakdown costs per feature, session, and ROI, helping you identify high-cost operations.

Can I set hard budget limits?

Yes, you can define a budget within the optimizer. If the limit is approached, the skill can automatically trigger efficiency modes or halt operations to prevent overspending.

Autonomous Cost Optimizer

Name: Autonomous Cost Optimizer
Author: adaptationio

byadaptationio

分析与监控

Tracks and optimizes token usage and API costs during autonomous coding sessions to maximize efficiency and maintain budget control.

关于

The Autonomous Cost Optimizer is a specialized Claude Code skill designed to monitor and manage the expenses associated with large-scale autonomous coding tasks. It provides real-time tracking of token usage, calculates feature-specific costs, and enforces budget limits to prevent unexpected API bills. By employing strategies like context compaction, response caching, and strategic model selection, it helps developers maximize their return on investment while maintaining the performance of their AI-driven development workflows.

主要功能

Advanced optimization strategies including context compaction and batching
Automated budget enforcement with efficiency mode triggers
Detailed efficiency metrics such as features-per-dollar and cache hit rates
Comprehensive usage reporting and ROI analysis per feature
0 GitHub stars
Real-time token tracking and cost calculation for Claude models

使用场景

Managing API expenses during long-running autonomous development cycles
Optimizing the balance between model performance and operating costs
Identifying and eliminating wasteful token consumption in AI prompts

关于

主要功能

Advanced optimization strategies including context compaction and batching
Automated budget enforcement with efficiency mode triggers
Detailed efficiency metrics such as features-per-dollar and cache hit rates
Comprehensive usage reporting and ROI analysis per feature
0 GitHub stars
Real-time token tracking and cost calculation for Claude models

使用场景

Managing API expenses during long-running autonomous development cycles
Optimizing the balance between model performance and operating costs
Identifying and eliminating wasteful token consumption in AI prompts