DevOps & Cloud

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

skills in category: 20,295
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Showing 5,545–5,568 of 20,295 skills

Communications EngineerAExpert-thinking profile for Communications Engineer (digital / wireless & wired PHY / link & system simulation): Reasons from Shannon capacity and matched-filter detection through OFDM/MIMO, 3GPP NR LDPC/polar (TS 38.212), TR 38.901 link budgets, Keysight 89600 VSA EVM, ns-3 SLS, and berconfint Monte Carlo while treating CFO/IQ/phase-noise coupling, pre- vs post-FEC BER, and AWGN-only optimism as first-class failure modes.devopsgoc++Votes: 0GitHub stars: 8
Cloud K8sAUse for authorized cloud, container, and Kubernetes security assessment including metadata SSRF, IAM misconfig, container escape paths, and cluster RBAC review.devopsshellbashVotes: 0GitHub stars: 8
Clinical EmbryologistAExpert-thinking profile for Clinical Embryologist (clinical / research): Reasons from gamete and embryo biology, manufacturing-quality lab control, and prespecified cycle/oocyte/embryo denominators through Vienna consensus KPIs, Gardner/ASEBIR grading, time-lapse morphokinetics, WHO 6th-edition andrology, and vitrification SOPs while treating media-lot and incubator-gas drift, witness...devopsrustgoVotes: 0GitHub stars: 8
CheminformaticianAExpert-thinking profile for Cheminformatician (computational / medicinal-chemistry informatics / (Q)SAR): Reasons from Standard InChI identity and RDKit sanitization through ChEMBL pChEMBL harmonization, Morgan/ECFP fingerprints, scaffold splits and applicability domains, while treating tautomer collapse, KNIME-vs-Python canonicalization drift, and random-split QSAR leakage as first-class failure modes.devopspythonrustVotes: 0GitHub stars: 8
WindowsAZoom Meeting SDK for Windows - Native C++ SDK for embedding Zoom meetings into Windows desktop applications. Supports custom UI architecture with raw video/audio data, headless bots, and deep integration with meeting features. Includes SDK architecture patterns and Windows message loop handling.devopsgoc++Votes: 0GitHub stars: 8
Build ParallelismADiagnose and fix under-parallelized MSBuild builds. USE WHEN a multi-project solution build is slower than expected, doesn't speed up when you add cores, pegs a single core while others idle, or you want to know why `-m` isn't helping. Note: `/maxcpucount` default is 1 (sequential) — always pass `-m` for parallel builds. Covers finding the critical path (longest serial ProjectReference chain), graph build (`/graph`), BuildInParallel, and solution filters (`.slnf`). DO NOT USE FOR: single-proj...devopsshellnodeVotes: 0GitHub stars: 8
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Boltz2 NimAUse Boltz2 NIM for biomolecular structure prediction and binding affinity. Invoke for Boltz2, protein structures, protein-ligand/DNA/RNA complexes, SMILES or CCD ligands, pIC50/IC50 affinity scoring, mmCIF output, hosted NVIDIA API calls, or local Docker deployment.devopspythongoVotes: 0GitHub stars: 8
Biomedical Imaging ScientistAExpert-thinking profile for Biomedical Imaging Scientist (clinical / research): Reasons from contrast mechanisms, the resolution-SNR-scan-time triangle, and measurement reliability through DICOM/BIDS pipelines, QIBA profiles, phantom QC (ACR, NEMA IQ, Catphan), and blinded central reads (RECIST, RANO, PERCIST) while treating motion, partial volume effects, and cross-scanner harmonization drift as...devopsrustgoVotes: 0GitHub stars: 8
Bioinformatics EngineerBExpert-thinking profile for Bioinformatics Engineer (dry-lab / pipeline engineering / production genomics): Builds production genomics DAGs in Nextflow/nf-core, Snakemake, and WDL/Cromwell with digest-pinned containers, GIAB regression CI (nf-test, pytest), QC-gated MultiQC runbooks, and CLIA-grade provenance—distinct from analyst-focused bioinformatician DE/GWAS reasoning.devopspythongoVotes: 0GitHub stars: 8
BeylaAAuto-instrument an application's HTTP / gRPC / DB traffic with Grafana Beyla eBPF — no code changes, no SDK, no restart. Covers requirements (Linux 5.8+ with BTF, CAP_SYS_ADMIN, host PID), language matrix (Go / Java / Python / Ruby / Node / .NET / Rust / C++ / PHP), Docker + Helm + DaemonSet install, port- / process- / Kubernetes-metadata discovery, OTLP traces + Prometheus metrics export, routes decorator (cardinality control), trace sampling, and Grafana Cloud via Alloy. Use when adding obs...devopspythonrustVotes: 0GitHub stars: 8
Aws Agentic AiAAWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, or Evaluations. Covers agent deployment, MCP tool integration, credential management, agent discovery, governance workflows, and automated quality assessment. Essential when user mentions AgentCore, agent runtime, agent registry, agent evaluation, MCP gateway...devopsgobashVotes: 0GitHub stars: 8
Authoring Github WorkflowsBAuthor and review GitHub Actions workflow YAML safely so syntactically-valid YAML can't ship a workflow that GitHub Actions refuses to run. USE FOR: editing, adding, or reviewing any file under .github/workflows/, writing run-name/name/if/env/run values that contain ${{ }} expressions, diagnosing a run that fails with 'This run likely failed because of a workflow file issue' and no jobs starting, deciding when a workflow scalar must be quoted, validating workflows with actionlint. DO NOT USE ...devopsrustgoVotes: 0GitHub stars: 8
Aquaculture ScientistAExpert-thinking profile for Aquaculture Scientist (wet-lab / production aquaculture): Reasons from FCR, dissolved oxygen and ammonia thresholds, hatchery biosecurity, and stock genetics while treating off-flavor, disease outbreak, and escape risk as first- class failure modes.devopsgoshellVotes: 0GitHub stars: 8
AlloyABuild a unified telemetry pipeline with Grafana Alloy — one OpenTelemetry-compatible binary that collects metrics, logs, traces, and profiles and ships to Grafana Cloud / Prometheus / Loki / Tempo / Pyroscope. Covers the Alloy config language (blocks, `sys.env`, component refs), `prometheus.scrape` → `remote_write`, `loki.source.file` + `loki.process` → `loki.write`, `otelcol.receiver.otlp` → `otelcol.exporter.otlp`, `pyroscope.scrape`, K8s / Docker / EC2 discovery, relabeling, modules (`impo...devopsbashexpressVotes: 0GitHub stars: 8
AirflowAQueries, manages, and troubleshoots Apache Airflow using the `af` CLI. Use when working with anything related to Airflow - a DAG, a DAG run, a task log, an import or parse error, a broken DAG, or any Airflow operation. Covers listing and triggering DAGs, retrying runs, reading task logs, diagnosing failures, debugging import and parse errors, checking connections, variables and pools, exploring the REST API, and monitoring health (for example "trigger a pipeline", "retry a run", "list connect...devopsgobashVotes: 0GitHub stars: 8
Agentic WorkflowsARoute gh-aw workflow design/create/debug/upgrade requests to the right prompts.devopsexpressgitVotes: 0GitHub stars: 8
AdaptyvBHow to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.devopspythonshellVotes: 0GitHub stars: 8
Logspace Recency RerankingARerank session candidates using log-spaced recency weights multiplied by interaction-type multipliersdevopspythonVotes: 0GitHub stars: 61
Tpu Distribution StrategyAAuto-detects TPU vs CPU/GPU at runtime and wraps model construction in the appropriate TensorFlow distribution strategy with scaled batch size.devopspythongoVotes: 0GitHub stars: 61
Map At K MetricACustom MAP@K evaluation metric — scores top-K classification predictions with reciprocal rank weighting for HuggingFace TrainerdevopspythongitVotes: 0GitHub stars: 61
Multi Efficientnet Shared InputACombine EfficientNetB0..B6 into one Keras model with a shared image input and one sigmoid head per backbone, training all N models in a single fit() call on TPUdevopspythonVotes: 0GitHub stars: 61
Hungarian Matching Detection EvalAEvaluates 3D object detection by matching predicted and ground-truth coordinates via the Hungarian algorithm, then computing F-beta score.devopspythongoVotes: 0GitHub stars: 61
Create DocsBCreate complete documentation sites for projects. Use when asked to: "create docs", "add documentation", "setup docs site", "generate docs", "document my project", "write docs", "initialize documentation", "add a docs folder", "create a docs website". Generates Docus-based sites with search, dark mode, MCP server, and llms.txt integration.devopssqlvueVotes: 0GitHub stars: 66
ReviewAReview Rust module boundaries and implicit coupling using cargo-coupling findings and source evidence.devopsrustgoVotes: 0GitHub stars: 109