Skills for “ci”

Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing cost, modeling…

…diagnosing cost spikes (on-demand query spend, capacity slot autoscaling, storage growth), execution graph stages or substep variables, identifying root causes, and determining remediation steps. Don't use for…

…suite for the landed graph. Use when creating or replacing a property graph, authoring a graph from a dataset or a document, or verifying relationships or suspicious edge counts. Don't use for querying an existing…

…concurrency and queue latency, analyzing reservation capacity, utilization and autoscaling saturation, or auditing capacity-based and on-demand compute and storage resource billable usage. Don't use for root-cause…

…results in irreversible data loss, you MUST obtain explicit user consent. When in doubt, ask. It is better to wait for confirmation than to accidentally delete production data or critical project assets. Use this…

…bridge model per layer rather than per application, enforcing isolation in IAM session policies and the database so a forgotten predicate fails closed, partitioning data across DynamoDB, Postgres, and S3, containing…

…inference on one GPU, bounded retries, and output reconciliation before success. Covers sizing from the real prompt and model footprint, choosing networking without an avoidable idle cost floor, and verifying that…

…between runs on unchanged input cannot be allowed to decide anything, handing an uncertain item to a human rather than discarding it, grounding each claim in something computed rather than recalled, and the…

…including through Infracost or another estimator in CI. It reports two numbers at list price before credits: the fixed monthly floor added at zero traffic, and the change in cost per unit of the team's own…

…for disaggregated serving over RDMA/NVLink. Use after recipe-runner brings a deployment up (especially disagg/multi-node) to confirm the KV transport is correct; use troubleshoot for diagnosing already-failed…

…patch, and deploy existing NVIDIA Dynamo Kubernetes recipes. Use for model/backend/GPU/deployment-mode recipe bring-up; use router-starter for router-only mode work and troubleshoot for broken…

…this 0x... back to a counter name", "what do node / pcie_index / depth mean here", or "is this counter supported on this device", even without naming the tool. Route exporter or collector code to…

…`_dpa`, `_diag`, `_adp_retx`, `_phy`, and `_pci`. It covers capability checks, context creation, startup, and per-domain reads or samples. Trigger for implicit requests such as "read PCC counters from my…

…the NGC DOCA container tag, or rolling back, with the discipline detect -> report -> ASK -> only then a guided upgrade. Trigger on "is there a newer DOCA", "I want the newest DOCA features, can I just apt upgrade in…

…since", "every PF/VF/SF visible on this BlueField with PCIe address", or "will this pipe pass validate before commit". Refuse and route elsewhere for general DOCA orientation, library API how-to, or…

…the exporter API. Trigger even when the user does not explicitly mention "DOCA Telemetry Exporter" or "doca_telemetry_exporter_*" — typical implicit phrasings include "publishing counters from my DOCA app", "BAD_STATE…

…to a log file. Trigger even when the user does not explicitly mention "DOCA Telemetry Traceback" — typical implicit phrasings include "monitor telemetry trends on the DPU without streaming all raw data", "log the…

…the Flow program. Trigger even when the user does not explicitly mention "doca_flow_tune" — typical implicit phrasings include "Flow rule-install rate is low on BlueField", "table sizing looks wrong for this pipe",…

…the GPUNetIO API. Trigger even when the user does not explicitly mention "DOCA GPUNetIO" or "persistent kernel" — typical implicit phrasings include "CUDA kernel reading packets directly from the NIC", "GPU-initiated…

…kernel boot-parameter change (IOMMU, hugepages, VFIO), PCIe rebind / rescan / link-state flip, BlueField cold reboot, or remediation of a BlueField thermal shutdown. Wrap the change in pre-flight inventory, OOB…