DevOps & Cloud

Deployment, cloud, containers, CI/CD, monitoring, and infrastructure

skills in category: 19,645
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Showing 3,793–3,816 of 19,645 skills

Tao Finetune Cosmos ReasonACosmos3-Nano video QA supervised fine-tuning with FSDP parallelism. Use when training or evaluating videodevopspythonbashVotes: 0GitHub stars: 36
Tao Finetune ClipACLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNXdevopspythonrustVotes: 0GitHub stars: 36
Tao Analyze Gaps Vlm BcqAExtract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions.devopsbashdockerVotes: 0GitHub stars: 36
Tao Analyze Gaps Visual ChangenetBPerforms gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the data-services container (`tao_toolkit.data_services` from `versions.yaml`) directly via `docker run … gap_analysis vcn_aoi …` — picks the optimal decision threshold, ranks per-sample weakness, and emits a top-K weakest parquet expanded per-lighting for downstream augmentation. Use when analyzing VCN classification failures, picking SDA augmentation targets, or auditing PASS/NO_PASS boundary cases.devopspythongoVotes: 0GitHub stars: 36
Omniverse Realtime ViewerAUse as the top-level router for Omniverse Realtime Viewer USD app requests and focused viewer reference documents.devopstypescriptpythonVotes: 0GitHub stars: 36
Nv Segment CtAUsed for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-map evidence.devopspythonbashVotes: 0GitHub stars: 36
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Nv Segment Ct FinetuneAUsed for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels. Not for clinical validation.devopspythonrustVotes: 0GitHub stars: 36
Nv Reason CxrAUsed for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.devopspythongoVotes: 0GitHub stars: 36
Nv Generate Ct RflowAUsed for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-ct. Not for production training data without review.devopspythonshellVotes: 0GitHub stars: 36
Nemo Evaluator PluginAUse when working on the Evaluator plugin CLI, jobs, SDK-backed specs, metric types, or plugin-owned Evaluator skills.devopspythonshellVotes: 0GitHub stars: 36
Dicom Metadata ExtractAUsed for extracting selected metadata from one DICOM file and flagging standard-tag PHI presence. Not for anonymization or clinical use.devopspythonrustVotes: 0GitHub stars: 36
Cuopt User RulesABase rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server). Not for cuOpt internals — use cuopt-developer for those.devopspythongoVotes: 0GitHub stars: 36
Cuopt Server CommonAcuOpt REST server — what it does and how requests flow. Domain concepts; no deploy or client code.devopspythondockerVotes: 0GitHub stars: 36
Cuopt Server Api PythonAcuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.devopspythonbashVotes: 0GitHub stars: 36
Cuopt InstallAInstall cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.devopspythonbashVotes: 0GitHub stars: 36
Netlify ConfigAReference for netlify.toml configuration. Use when configuring build settings, redirects, rewrites, headers, deploy contexts, environment variables, or any site-level configuration. Covers the complete netlify.toml syntax including redirects with splats/conditions, headers, deploy contexts, functions config, and edge functions config.devopsnodeapiVotes: 0GitHub stars: 36
Neon Postgres BranchesAChoose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch workflows for sensitive data, or branch creation via Neon CLI or Neon MCP. Triggers include "Neon branch", "test migrations safely", "branch production data", "schema-only branch", "reset branch" and "sensitive data testing".devopstypescriptgoVotes: 0GitHub stars: 36
Neon Object StorageAS3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch. Use when a user wants object storage, a bucket, blob/file storage, or somewhere to put uploads, images, documents, avatars, or user-generated files for their app or agent — especially when they already use (or are setting up) Neon Postgres and don't want to add a separate storage provider like AWS S3, Cloudflare R2, or Supabase Storage. Triggers include "object storag...devopstypescriptbashVotes: 0GitHub stars: 36
Monitoring ExpertAConfigures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distributed tracing. Implements Prometheus/Grafana stacks, conducts load testing, performs application profiling, and plans infrastructure capacity. Use when setting up application monitoring, adding observability to services, debugging production issues with logs/metrics/traces, running load tests with k6 or Artillery, profiling CPU/memory bot...devopsgonodeVotes: 0GitHub stars: 36
Mongodb ConnectionAOptimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/reviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API...devopspythongoVotes: 0GitHub stars: 36
Memory Usage OptimizationADiagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how to reduce RAM?'. Also use when memory doesn't match calculations, quantization didn't help, or nodes crash during recovery.devopsgonodeVotes: 0GitHub stars: 36
Legacy ModernizerADesigns incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases. Use when modernizing legacy systems, implementing strangler fig pattern or branch by abstraction, decomposing monoliths, upgrading frameworks or languages, or reducing technical debt without disrupting business operations.devopspythongoVotes: 0GitHub stars: 36
Kubernetes SpecialistAUse when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isolation rules, debug pod crashes, analyze resource limits, inspect container logs, or right-size workloads. Use for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization, GitOps pipelines, and multi-cluster management.devopsgobashVotes: 0GitHub stars: 36
KiroAGenerate AWS architecture diagrams in draw.io format. Activates when the user asks to create, generate, or build an architecture diagram, system diagram, or draw.io diagram for AWS services.devopsgoawsVotes: 0GitHub stars: 36