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Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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Showing 5,521–5,544 of 20,295 skills
- Guidance TrackerTrack management guidance accuracy over time for a given companyVotes: 0GitHub stars: 8
- Great ExpectationsData validation using Great Expectations. Expectation suites, checkpoints, and data docs for pipeline monitoring.Votes: 0GitHub stars: 8
- Github Actions CiAuthoring GitHub Actions CI/CD workflows — workflow/job/step structure, triggers, build-test matrices, dependency caching, secrets and least-privilege permissions, reusable workflows, and common Python/Node CI recipes. Use when creating or fixing .github/workflows/*.yml, setting up CI for tests/lint/build, adding a release or deploy pipeline, or speeding up/securing existing workflows. To audit agentic (AI-in-CI) workflows for injection, see agentic-actions-auditor.Votes: 0GitHub stars: 8
- Genomics Workflow AccelerationUse when accelerating existing genomics workflows with NVIDIA Parabricks, improving runtime or price/performance, converting pipeline steps to GPUs, or comparing CPU and GPU workflow outputs. Adds optional GPU steps in-place with runtime toggles (default off). Do NOT use for individual pbrun command routing — use parabricks.Votes: 0GitHub stars: 8
- Genmol NimGenerate novel drug-like molecules using the GenMol NIM microservice. Use for de novo generation, scaffold decoration, motif extension, lead optimization, SAFE notation, QED or LogP ranking, hosted NVIDIA API calls, or local Docker deployment. GenMol takes SAFE notation in the smiles field, not ordinary SMILES.Votes: 0GitHub stars: 8
- Generate Testability WrappersGenerate wrapper interfaces and DI registration for hard-to-test static dependencies in C#, when the abstraction does NOT exist yet. Produces IFileSystem, IEnvironmentProvider, IConsole, IProcessRunner wrappers, or guides first-time adoption of TimeProvider and IHttpClientFactory and registering them in DI. USE FOR: generate wrapper for static, create IFileSystem wrapper, wrap DateTime.Now, make static testable, make class testable, create abstraction for File.*, generate DI registration, set...Votes: 0GitHub stars: 8
- Fleet ManagementManage a fleet of Grafana Alloy collectors with Fleet Management — author Alloy pipelines once, target them via attribute matchers (`env="production"`, regex `region=~"us-.*"`), push remotely via OpAMP without restarting collectors. Covers pipeline create / update / matcher RPCs, collector attribute API, `remotecfg` bootstrap block (standalone + Helm), pre-deploy `alloy fmt` validation, the local Alloy UI at port 12345 for component health, and post-deploy `REMOTE_CONFIG_STATUS_APPLIED` verif...Votes: 0GitHub stars: 8
- FastapiBuilding HTTP/JSON APIs in Python with FastAPI — path/query/body params, Pydantic v2 models, async endpoints, dependency injection, the lifespan startup/shutdown pattern, error handling, and testing with TestClient/httpx. Use when creating a REST API or web backend in Python, adding endpoints, wiring request validation, or serving an ML model behind HTTP. Deploy with uvicorn/gunicorn (often via docker).Votes: 0GitHub stars: 8
- Evo2 NimGenerate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice. Use for Evo2/Evo 2, DNA generation, genomic sequence generation, hosted generation, local Docker deployment, local forward passes, layer outputs, logits, sampled probabilities, and BioNeMo NIM workflows.Votes: 0GitHub stars: 8
- Edge Embedded Ai EngineerExpert-thinking profile for Edge / Embedded AI Engineer (embedded firmware / on-device inference): Reasons from tensor-arena budgets, full-int8 PTQ with representative calibration, and TFLM/CMSIS-NN or Vela/Ethos-U compile paths through ONNX Runtime QNN HTP and mobile delegates—treating train–serve preprocessing skew, float thresholds on quantized outputs, and NPU operator fallback as first-class failure modes.Votes: 0GitHub stars: 8
- DvcData Version Control (DVC) for tracking large datasets/models with Git-like semantics, defining reproducible data/ML pipelines (dvc.yaml stages that only re-run when their inputs change), and lightweight experiment tracking without a server. Use when large files (VCF/BAM/FASTQ, reference genomes, model weights) can't go in Git, when you need Make/Snakemake-style selective re-execution driven by data, or when comparing many training runs locally before promoting one. Pairs with Git (code), clo...Votes: 0GitHub stars: 8
- Dpm FinderFind the Prometheus metrics that drive your Grafana Cloud bill. `dpm-finder` is a Grafana Professional Services CLI that ranks metrics by Data Points per Minute (DPM) with per-label-set breakdown, optional `--cost-per-1000-series` pricing, and a Prometheus-exporter mode. Use when investigating high Grafana Cloud spend, hunting noisy / high-cardinality metrics, comparing pre/post recording-rule cardinality, or feeding cost data into dashboards — even when the user says "why is my Mimir bill so...Votes: 0GitHub stars: 8
- DockerContainerizing and shipping applications with Docker — writing efficient Dockerfiles (multi-stage builds, layer caching, small/secure images), docker compose for multi-service local stacks, and the core build/run/debug commands. Use when creating a Dockerfile, debugging image builds, slimming images, or composing services (app + db + cache). For Claude Code dev sandboxes use devcontainer-setup; for serverless GPU runs use modal.Votes: 0GitHub stars: 8
- Docker ExpertYou are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices.Votes: 0GitHub stars: 8
- Dnanexus IntegrationDNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.Votes: 0GitHub stars: 8
- Distributed Systems ResearcherExpert-thinking profile for Distributed Systems Researcher (protocol R&D / consensus & replication / consistency semantics / chaos & formal verification (TLA+, Jepsen)): Reasons from failure models, consistency contracts, and tail-latency-and-recovery performance through TLA+ model checking, Jepsen and Porcupine linearizability checking, and YCSB/DeathStarBench benchmarking with iptables and kill -9 fault injection, while treating unbounded leases and split-brain, clock skew under...Votes: 0GitHub stars: 8
- Digital Pathology ScientistExpert-thinking profile for Digital Pathology Scientist (clinical / research): Reasons from whole-slide pixels, pathologist-ground-truth label levels, and stain/scanner batch effects through QuPath, CLAM/TIAToolbox MIL, Macenko/Vahadane normalization, and MI-CLAIM/TRIPOD+AI standards while treating patch-level leakage, scanner-ID shortcuts, attention-on-necrosis artifacts, and...Votes: 0GitHub stars: 8
- Diffdock NimRun DiffDock molecular docking via NVIDIA NIM to predict small-molecule binding poses against protein targets. Use for DiffDock, molecular docking, ligand docking, blind docking, SMILES or SDF ligands, ranked poses, confidence scores, hosted NVIDIA API, or local Docker deployment.Votes: 0GitHub stars: 8
- Databricks PipelinesDevelop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL. Invoke BEFORE starting implementation.Votes: 0GitHub stars: 8
- DashboardingBuild, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), `gridPos` 24-column layout, units, thresholds, template + datasource + chained variables, transformations (`organize` / `calculateField` / `filterByValue`), panel + dashboard links with `${__field.labels.x}` / `${__from}`, and Loki/Prometheus annotations. Use when scripting dashboard creation, writing the dashboard JSON for a new service...Votes: 0GitHub stars: 8
- Dagster ExpertExpert guidance for working with Dagster and the dg CLI. Use before doing any task that requiresVotes: 0GitHub stars: 8
- Cuopt User RulesBase rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server). Not for cuOpt internals — use cuopt-developer for those.Votes: 0GitHub stars: 8
- Computer Vision ScientistExpert-thinking profile for Computer Vision Scientist (computational / detection, segmentation, pose & 3D vision): Reasons from calibration, augmentations, and domain shift through COCO/LVIS/KITTI metrics (mAP, IoU, mask AP), convnets vs ViTs, OpenCV/PyTorch/MMDetection stacks, COLMAP/NeRF 3D, and CVPR/ICCV/ECCV eval discipline while treating label noise, train-test leakage, and resolution mismatch as first-class failure modes.Votes: 0GitHub stars: 8
- Computer ScientistExpert-thinking profile for Computer Scientist (theory + systems / algorithms & complexity / distributed data / formal methods (TLA+, Coq) / security (STRIDE, OWASP ASVS)): Reasons from computational models, abstraction contracts, invariants, and measurable complexity through CLRS-grade algorithm analysis, impossibility results (FLP, CAP, NP-hardness), property-based and chaos testing, and formal tools (TLA+, Coq, Z3) while treating partial failure, race conditions, label leakage, and...Votes: 0GitHub stars: 8