Continuous Foundry token-cost monitoring, chargeback, budget alerts, and FinOps automation. Joins genai.usage spans emitted by foundry-observability with the Azure Retail Prices API to compute per-agent / per-project / per-tenant cost projection. Wires Cost Management budgets + Action Groups, and uses Foundry's project-tag attribution (preview) for chargeback. USE FOR: foundry cost monitoring, token cost dashboard, FinOps Foundry, project-level chargeback, project tag cost attribution, Azure retail prices API, genai.usage cost KQL, budget alert Foundry, Action Group cost webhook, token cost anomaly detection, OTel vs Cost Management reconciliation, per-agent / per-tenant token spend. DO NOT USE FOR: one-shot PTU vs PAYGO sizing (use paygo-ptu-cost-analyzer); emitting cost telemetry from agent code (use foundry-observability); gateway-only chargeback via x-app-id (use citadel-spoke-onboarding); fine-tuning cost estimates.
EnglishHeadless Azure OpenAI PAYGO-vs-PTU cost analysis and sizing report. Wraps the analysis library of aiappsgbb/ptu-paygo-mix (NOT its Streamlit UI). Supports CSV token-usage input and Log Analytics queries via vendored KQL against AzureMetrics. Produces a markdown report, JSON data, and charts. Bundles a synthetic-data generator for offline demos. USE FOR: ptu sizing, paygo vs ptu, provisioned throughput unit recommendation, AOAI capacity planning, TPM percentile report, spillover cost estimate, log analytics token query, AzureMetrics PTU, CSV-based PTU sizing, headless cost report, paygo-ptu-cost-analyzer. DO NOT USE FOR: capacity reservation purchase workflow, deploying the upstream Streamlit UI (use the upstream repo), real-time TPM monitoring (use azure-monitor-query directly), pricing for non-Azure-OpenAI services.
English
AGENT SKILLS ATLASIncludes Foundry Cost Monitoring and Paygo Ptu Cost Analyzer.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Foundry Cost Monitoring
Continuous Foundry token-cost monitoring, chargeback, budget alerts, and FinOps automation. Joins genai.usage spans emitted by foundry-observability with the Azure Retail Prices API to compute per-agent / per-project / per-tenant cost projection. Wires Cost Management budgets + Action Groups, and uses Foundry's project-tag attribution (preview) for chargeback. USE FOR: foundry cost monitoring, token cost dashboard, FinOps Foundry, project-level chargeback, project tag cost attribution, Azure retail prices API, genai.usage cost KQL, budget alert Foundry, Action Group cost webhook, token cost anomaly detection, OTel vs Cost Management reconciliation, per-agent / per-tenant token spend. DO NOT USE FOR: one-shot PTU vs PAYGO sizing (use paygo-ptu-cost-analyzer); emitting cost telemetry from agent code (use foundry-observability); gateway-only chargeback via x-app-id (use citadel-spoke-onboarding); fine-tuning cost estimates.
Paygo Ptu Cost Analyzer
Headless Azure OpenAI PAYGO-vs-PTU cost analysis and sizing report. Wraps the analysis library of aiappsgbb/ptu-paygo-mix (NOT its Streamlit UI). Supports CSV token-usage input and Log Analytics queries via vendored KQL against AzureMetrics. Produces a markdown report, JSON data, and charts. Bundles a synthetic-data generator for offline demos. USE FOR: ptu sizing, paygo vs ptu, provisioned throughput unit recommendation, AOAI capacity planning, TPM percentile report, spillover cost estimate, log analytics token query, AzureMetrics PTU, CSV-based PTU sizing, headless cost report, paygo-ptu-cost-analyzer. DO NOT USE FOR: capacity reservation purchase workflow, deploying the upstream Streamlit UI (use the upstream repo), real-time TPM monitoring (use azure-monitor-query directly), pricing for non-Azure-OpenAI services.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Foundry Cost Monitoring skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.