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janewilkin
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cost-estimate

Analyze Anthropic API cost drivers in source code, skills, and hooks.

Updated Feb 17, 2026
Search Tags:#code analysis#optimization#billing#anthropic#cost estimation#api usage
One-click install
npx skills add https://github.com/janewilkin/bismuth-digital-llc-web --skill cost-estimate-janewilkin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cost-estimate
Source: https://github.com/janewilkin/bismuth-digital-llc-web/tree/main/.claude/skills/cost-estimate
Command: npx skills add https://github.com/janewilkin/bismuth-digital-llc-web --skill cost-estimate-janewilkin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps you understand and reduce your spending on Anthropic API calls by analyzing code, skill usage, and hook configurations.

Core Features & Use Cases

  • Cost Analysis: Estimates API costs for direct code usage, skills, and hooks.
  • Optimization Recommendations: Suggests downgrading models, implementing caching, and batching API calls.
  • Use Case: Before deploying a new feature that heavily relies on the Anthropic API, run this Skill to get a clear estimate of its operational cost and identify areas for potential savings.

Quick Start

Run the cost-estimate skill to analyze the entire repository for potential API cost savings.

Frequently Asked Questions about cost-estimate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I estimate Anthropic API costs in my codebase?▼

This Skill estimates Anthropic API costs by examining direct API calls, skill definitions, and hook configurations within your repository, providing detailed cost projections and confidence levels.

What are the best ways to optimize API usage and reduce Anthropic billing?▼

You can optimize API usage by applying the Skill's actionable recommendations for model tiering, caching, persistence, and batching API calls to reduce overall billing.

Can I analyze both source code and hook configurations for API cost drivers?▼

Yes, the Skill analyzes API cost drivers by examining direct API calls in source code, skill definitions, and hook configurations to provide a comprehensive repository review.

When do I need to run a cost estimation analysis for my repository?▼

You should run a cost estimation analysis before deploying a new feature that heavily relies on the Anthropic API to understand operational costs and identify potential savings.

Does this analysis support model tiering recommendations for API calls?▼

Yes, the analysis supports model tiering by evaluating your API calls and suggesting downgrades to more cost-effective models where appropriate to lower spending.

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