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DevOps & Cloud
Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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Showing 2,353–2,376 of 19,579 skills
- NextflowBuild, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (Docker, Singularity/Apptainer, Conda, Wave), scale a workflow to HPC/SLURM or cloud (AWS Batch, Google Batch, Azure, Kubernetes), or ...Votes: 0GitHub stars: 10
- Supply Chain GuardDetect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised packages, malicious versions, filesystem IOCs, C2 indicators, and CI/CD misconfigurations.Votes: 0GitHub stars: 10
- Google Cloud Waf SecurityGenerates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify security requirements, and provide actionable recommendations for IAM, network security, data protection, and operational security.Votes: 0GitHub stars: 10
- Dev Uat Promotion SkillOrchestrate batch dev-to-uat branch promotion across many repos — remote dedup, fast-forward vs back-merge vs uat-only classification, protected branch PR fallback, verification, and per-ticket result comments.Votes: 0GitHub stars: 6
- Civiltekk Git Commits SkillConventional Commits and compact-commit budgets — type, scope, breaking changes, semver guidance, atomic-commit granularity by layer; 72-char subject, 150-word body, semantic grouping. Triggers: commit and push, make a commit, write a commit message, commit message format, semantic commit, compact commit, concise commit, terse commit. Not for release pipelines (semantic-release-convention-skill).Votes: 0GitHub stars: 6
- Outline FlowAdversarially review a doc's outline/section flow against outlining best practices — coverage gaps, wrong ordering, redundant sections, buried decisions, hollow headings — independent of prose quality. One check in the writing pipeline — run standalone or via writing:full.Votes: 0GitHub stars: 8
- Diagram Design ReviewReview an existing diagram (mermaid or otherwise) in a design doc for communication quality — legend, consistent shape/color notation, right abstraction level (C4 or equivalent), and readability once rendered (e.g. rasterized into a Google Doc). Use when asked to review, critique, or improve a diagram already in a doc. For diagram syntax/styling on a NEW diagram use mermaid-diagrams; for deciding whether a section of prose should become a diagram at all use design-doc-review:visuals.Votes: 0GitHub stars: 8
- Vanillasort Spike SortingUse when spike sorting with noisy auto-generated labels.Votes: 0GitHub stars: 3
- Gsap Gated Spike Axial PropagationUse when building spike-native token interactions in SNNs.Votes: 0GitHub stars: 3
- Scff Support Compiled Feature FoldingUse when running tabular foundation models on wide tables under GPU memory limits. Training-free inference framework converting quadratic feature-interaction cost to linear-in-width with bounded working set, no ensembling or new parameters.Votes: 0GitHub stars: 3
- Forgetmimic Motion Unlearning HumanoidUse when removing specific motions from RL-trained humanoid policies. First motion-level unlearning method for physical humanoid control — degrades target motions while preserving the rest, resolving two unlearning-failure training mechanisms.Votes: 0GitHub stars: 3
- Elise Scaffold Dendritic Sequence LearningScaffold+dendritic local plasticity learns long sequences.Votes: 0GitHub stars: 3
- Nvc Mdd Eeg FnirsUse for resting-state EEG-fNIRS neurovascular coupling metrics in depression. GFP peak-locked HbT correlation analysis.Votes: 0GitHub stars: 3
- Harness Zero Agent As HarnessUse when building agent training pipelines or wanting to remove harness dependencies. Distills specialized agent-harness behaviors into model weights so gains survive with a single fixed harness at deployment.Votes: 0GitHub stars: 3
- audiogearAnnotate speech/TTS datasets with per-clip quality metrics (MOS, SNR, STOI, pitch, bandwidth, speaking rate, WER/CER, gender/emotion), multi-ASR consensus transcription and speaker labeling using the audiogear pipeline; then filter clips by quality and build listenable HTML QA reports. Use when asked to compute audio dataset metrics, build extended_metadata.csv, transcribe unlabeled audio, select clean TTS training data, or QA a speech dataset.Votes: 0GitHub stars: 14
- MonitorUse this skill when the user needs to set up production monitoring, track app health, configure error alerts, or respond to incidents. Also use when the user says 'my app went down,' 'how do I know if something breaks,' 'set up alerts,' 'is my app healthy,' or 'I found out from a user that my site was down.' Covers error tracking, uptime monitoring, performance metrics, and incident response for SaaS applications.Votes: 0GitHub stars: 251
- DeployUse this skill when the user needs to deploy their app, choose a hosting provider, connect a custom domain, set up environment variables, manage a production database, configure DNS, or go from 'it works locally' to 'it's live on the internet.' Covers hosting selection, deployment workflows, domain setup, and production operations for non-technical founders.Votes: 0GitHub stars: 251
- DebugUse this skill when features break, users report errors, deployments fail, or tests don't pass. Guides systematic debugging: reproducing bugs, gathering diagnostic info, reading error messages, and working with AI tools to fix issues efficiently.Votes: 0GitHub stars: 251
- Wrong Answer LabsTurns AWS Certification questions a learner got wrong into hands-on labs in the style of AWS Microcredentials (CloudFormation environment, Console challenges, automated grader), or into documentation-only study notes when a lab would cost too much. Use when someone studying for an AWS Certification exam (CLF, AIF, SAA, SOA, DVA, DEA, MLA, SAP, DOP, SCS, ANS...) shares practice or exam questions they missed and wants to review them hands-on.Votes: 0GitHub stars: 18
- Deployment PatternsDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.Votes: 0GitHub stars: 12
- Cloud ArchitecturePrincipal-level cloud architecture — Well-Architected Framework pillars (operational excellence, security, reliability, performance, cost optimisation, sustainability), region/AZ/zone topology, compute and storage selection, multi-region patterns, and the disciplined decisions that turn cloud capability into resilient, cost-aware, secure systems instead of a sprawling spend graph.Votes: 0GitHub stars: 12
- Golang ProMaster Go 1.25 with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.Votes: 0GitHub stars: 2
- DocsThis project uses `vmn` for semantic versioning via git tags.Votes: 0GitHub stars: 68
- Compose BringupBring up a Docker Compose stack reliably and verify basic service/container status. Use for local smoke tests, live testing, and staging-like bring-up.Votes: 0GitHub stars: 2