Skills Directory

Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste. WHEN: "Azure costs", "Azure s

DEFAULT for all research and web queries. Use for any lookup, research, investigation, or question needing current info. Fast and cost-effec

Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect

Identify Azure cost savings from usage and spending data. USE FOR: optimize Azure costs, reduce Azure spending/expenses, analyze Azure costs

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. U

Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending anal

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch loca

Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency

Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identifi

Tracks token spend across an agent run and stops or downgrades before it blows the budget. Use when running long autonomous tasks with a har

Adds a cheap classification step ahead of expensive model calls. Use in any high-volume production workload.

Structures prompts so provider prompt caching actually applies. Use in any repeated-prefix workload such as RAG, agents or chat.

Stops treating an advertised context window as usable capacity. Use when designing any long-context feature.