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Just ask your agent in plain language. A few prompts to start with, output is illustrative.

Find your biggest savings

You: What are my biggest cost savings this month?
Your agent calls readRecommendations and gets back a ranked summary, largest monthly savings first.

Turn a recommendation into a change

You: Rightsize the checkout deployment in the production namespace.
It pulls the detailed recommendation with readRecommendations, then asks readCostGraphKnowledge for the executing_recommendations knowledge to format the change. You get a diff you can apply or open as a PR.
CostGraph doesn’t make this change. Your agent applies it with its own access. To have CostGraph make a change after someone approves it, ask your agent to start a workflow.

Price out an instance swap

You: Is there a cheaper instance than m5.xlarge for this host?
Your agent calls readPricingApi and compares cheaper instances that still fit the workload.

Check a budget

You: Are we going to stay inside the production AWS budget this month?
Your agent calls readCostGraphBudgets and gets each budget’s spend so far, its period-end forecast, the percent used, and whether it’s on track, at risk, or over. See Budgets.

Check commitment coverage

You: How much of our compute is covered by savings plans, and what are we wasting?
Your agent calls readCostGraphCommitment for coverage and unused commitment by provider, service, or commitment. See Commitments.

Find untagged spend

You: How much of last month’s spend has no team tag, and where is it?
Your agent calls readCostGraphAllocation for the allocated share and the services or accounts with the most unallocated spend. Virtual tags count. See Allocation coverage.