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Monitoring Claude API Usage and Performance

anth-observability

jeremylongshore/claude-code-plugins-plus-skills

This module provides comprehensive observability for Anthropic's Claude API integrations. It enables the tracking of critical operational metrics including latency, token usage (input/output), estimated API costs, and error rates. Use it to set up structured logging and Prometheus metrics for robust monitoring and alerting, ensuring reliable and cost-effective AI application deployments.

Event-Driven Financial Webhooks Integration

fondo-webhooks-events

jeremylongshore/claude-code-plugins-plus-skills

Implement robust, real-time financial workflows by utilizing webhooks from major financial providers. This skill connects services like Stripe (revenue), Gusto (payroll), Plaid (transactions), and Mercury, allowing developers to build automated processes for revenue tracking, payroll cost alerts, and expense monitoring within a unified system.

Optimize Klaviyo Costs and Profiles

klaviyo-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

A guide to managing and optimizing costs within the Klaviyo platform. This skill teaches how to audit active profiles, clean up unengaged contacts by suppressing them, implement event sampling for high-volume tracking, and monitor API usage to prevent unexpected billing increases. Ideal for marketing teams focused on maximizing ROI and maintaining a healthy mailing list.

Optimize Travel Spend and Policy Configuration

navan-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

This skill guides users through optimizing corporate travel spending using the Navan platform. It covers analyzing historical booking data via REST API, configuring granular travel policies (flight/hotel caps), enforcing negotiated rates, tracking unused travel credits, and utilizing the Rewards program to maximize savings and ensure compliance for corporate expense management.

Shopify App Cost and API Optimization

shopify-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

This skill guides developers and SaaS founders on minimizing operational costs when building on the Shopify platform. It covers deep dives into Shopify store plan rate limits, optimizing GraphQL and REST API usage, implementing robust cost tracking mechanisms, and applying advanced strategies like caching and bulk operations to reduce billable expenditures.

AI Cost and Usage Tracking System

affaan-m/everything-claude-code

This skill analyzes and reports on the token usage, expenditure, and budget for AI models (like Claude Code) by querying a local SQLite database. It is essential for users who need detailed financial accountability, tracking costs by project, tool, or date, and managing operational budgets.

Analyze and Optimize AWS Costs

aws-cost-optimize

github/awesome-copilot

This workflow systematically analyzes deployed AWS resources and Infrastructure-as-Code (IaC) definitions. It collects usage metrics from CloudWatch and Cost Explorer to identify over-provisioning, unused resources, and inefficient configurations (e.g., right-sizing EC2, S3 lifecycle policies). It generates actionable cost optimization recommendations and creates structured GitHub issues for tracking and implementing savings.

Cost-Aware LLM Pipeline Optimization

cost-aware-llm-pipeline

A comprehensive pattern for building robust and cost-efficient LLM application pipelines. This guide details combining model routing based on task complexity, immutable cost tracking, limited retry logic, and prompt caching to manage API expenditures while maintaining high quality. Essential for production systems handling variable-complexity, high-volume tasks.

Export Cost Metrics for Observability

This skill exports cost-tracking telemetry data into formats suitable for external observability platforms like Prometheus, Grafana, and Datadog. It allows cost data, previously confined to the AgentDB namespace, to be visualized and monitored in real-time dashboards via Prometheus textfile collectors or structured JSON webhooks.

Cost Federation Tracking and Monitoring

cost-federation

This skill consumes federation_spend events to aggregate per-peer spending across rolling time windows (1h, 24h, 7d). It implements a crucial circuit breaker mechanism by monitoring if any peer's spending exceeds a predefined threshold, ensuring the stability and resource management of the federation. Used to establish spending baselines and verify budget constraints.

Comprehensive AI Cost and Usage Report

This tool generates a detailed cost report, tracking token usage and associated USD costs across all AI agents and models. It provides crucial insights into budget utilization, breaking down spending by model (e.g., Opus, Sonnet), agent, and operational tier (Tier 1/2/3), helping teams manage spending and optimize resource allocation.

Cost Tracking for AI Sessions

This tool automatically reads usage data from active AI coding sessions (JSONL format). It tallies token usage per model and tier, calculates the total cost in USD using specified pricing models, and persists a structured record into the cost-tracking namespace. Use this after completing a chunk of work or at the end of a session to provide accurate data for cost reporting and optimization.

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