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

0•

Analytics & Monitoring

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

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.

Key Features

01Advanced optimization strategies including context compaction and batching

02Automated budget enforcement with efficiency mode triggers

03Detailed efficiency metrics such as features-per-dollar and cache hit rates

04Comprehensive usage reporting and ROI analysis per feature

050 GitHub stars

06Real-time token tracking and cost calculation for Claude models

Use Cases

01Managing API expenses during long-running autonomous development cycles

02Optimizing the balance between model performance and operating costs

03Identifying and eliminating wasteful token consumption in AI prompts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz autonomous-cost-optimizer

For use in Claude.ai and ChatGPT

Key Features

01Advanced optimization strategies including context compaction and batching

02Automated budget enforcement with efficiency mode triggers

03Detailed efficiency metrics such as features-per-dollar and cache hit rates

04Comprehensive usage reporting and ROI analysis per feature

050 GitHub stars

06Real-time token tracking and cost calculation for Claude models

Use Cases

01Managing API expenses during long-running autonomous development cycles

02Optimizing the balance between model performance and operating costs

03Identifying and eliminating wasteful token consumption in AI prompts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz autonomous-cost-optimizer

For use in Claude.ai and ChatGPT