Identify LLM token, cloud, and database cost drivers with monthly-dollar estimates.
npx skills add https://github.com/Sokoliem/ultraprompt --skill cost-audit-sokoliem
Please help me install this Agent Skill. Skill: cost-audit Source: https://github.com/Sokoliem/ultraprompt/tree/main/skills/cost-audit Command: npx skills add https://github.com/Sokoliem/ultraprompt --skill cost-audit-sokoliem
Cost analysis across LLM tokens, cloud usage, and database queries to produce a ranked list of findings with monthly-dollar cost estimates, severity, and remediation suggestions.
Audit token, cloud, and database costs and return a prioritized findings list with monthly estimates.
High-intent search queries and answers about installing and using this skill.
Cost-audit identifies cost drivers across LLM tokens, cloud usage, and database queries, attaching monthly-dollar estimates to each driver. It analyzes token overhead, overprovisioned cloud resources, and inefficient DB queries to surface exact financial leaks.
Prioritize cloud cost remediation using cost-audit's evidence-led findings ranked by severity, dollar impact, and effort. It produces a recommended remediation sequence and calculates expected monthly savings for overprovisioned resources and inefficient queries.
Audit LLM token overhead by running cost-audit on hot paths to identify token cost drivers. It generates a prioritized findings list with monthly-dollar estimates and actionable remedies to reduce token spend.
Yes, cost-audit analyzes database query costs by identifying inefficient queries driving spend. It attaches monthly-dollar estimates to DB cost drivers and provides prioritized remediation suggestions to fix the inefficient queries.
Cost-audit requires no external dependencies or components to run spend analysis. It works standalone to audit token, cloud, and database costs, outputting findings through an evidence-led schema structure.
Run a cloud and LLM cost audit when tokens in hot paths, idle cloud resources, or inefficient database queries drive spend. Cost-audit surfaces where money leaks across these three areas and provides actionable fixes with expected savings.
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