DevOps & Cloud

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

skills in category: 20,291
pages available: 846

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Showing 7,369–7,392 of 20,291 skills

Llm Serving System Adaptive ArchitectureALLM服务系统自适应架构设计 - 自进化系统、解耦架构、冷启动优化、黑盒调度、能效优化的综合技能框架。激活词: llm serving, adaptive architecture, autopoiesis, lora serving, llm cold start, inference scheduling.devopspythonkubernetesVotes: 0GitHub stars: 3
Emo Emergent Moe ModularityAExpert guidance for designing modular Mixture-of-Experts (MoE) architectures using emergent document-level expert grouping. Based on EMO paper (arXiv:2605.06663). Use when designing sparse LLM architectures, MoE modularity, expert specialization, memory-efficient LLM deployment, or composable model architectures.devopsperformanceVotes: 0GitHub stars: 3
Distributed Agent OrchestrationADistributed AI agent orchestration methodology for large-scale multi-agent systems. Covers architecture patterns for orchestrated multi-agent collaboration, distributed training infrastructure for agentic AI, and agentic federated learning frameworks. Use when: (1) designing multi-agent system architectures, (2) building distributed training infrastructure for AI agents, (3) implementing federated learning with agentic coordination, (4) scaling agent systems to thousands of concurrent tasks, ...devopsgonodeVotes: 0GitHub stars: 3
Delta Aware Multi Agent OrchestrationADAOEF framework for scaling multi-agent edge systems beyond 100 agents without synergistic collapse. Three co-designed mechanisms: differential neural caching (delta-aware activation reuse), criticality-based action space pruning (O(n log n) coordination), and learned hardware affinity matching (GPU/CPU/NPU task routing). Activation: multi-agent edge orchestration, synergistic collapse, MADDPG scaling, differential caching, action space pruning, hardware affinity, edge computing latency, visi...devopspythonnodeVotes: 0GitHub stars: 3
Bian Que Agentic OperationsAAgentic framework for online system operations with Flexible Skill Arrangement. Use when designing LLM-based agents for system O&M, IT operations, DevOps automation, alert management, root cause analysis, or self-evolving agent systems. Activation triggers: system operations, O&M automation, agentic operations, skill arrangement, alert root cause analysis, self-evolving agents, release interception, proactive inspection, KuaiShou operations.devopstestinggitVotes: 0GitHub stars: 3
Agentic Fast Slow PlanningABridging large-model reasoning with real-time control through adaptive fast-slow planning. Integrates agentic AI systems with feedback control loops for time-critical applications. Use when: (1) Integrating LLM agents with control systems, (2) Designing real-time planning with reasoning models, (3) Building adaptive hyperparameter tuning systems, (4) Implementing agentic feedback control, (5) Developing hybrid AI-control systems for robotics and automation.devopspythongoVotes: 0GitHub stars: 3
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Adaptive Spiking Neurons AsnAAdaptive Spiking Neuron (ASN) methodology for vision and language modeling. Trainable membrane potential dynamics, integer training + spike inference, NASN variant with normalization. Activation: adaptive spiking neuron, asn, nasn, trainable spiking neuron, integer training spike inference, general-purpose spiking neurondevopsVotes: 0GitHub stars: 3
Adaptive Quantum Classical FusionAAdaptive quantum-classical feature fusion methodologies for medical AI diagnosis. Covers Temperature-Scaled Hybrid Fusion (TSHF), tensor-network compression with quantum refinement, and multi-head quantum-aware encoding. Use when building hybrid quantum-classical models for medical image classification, federated healthcare diagnosis, or quantum-enhanced diagnostic pipelines. Activation: quantum medical, hybrid quantum classical, quantum diagnosis, quantum feature fusion, breast cancer quantu...devopsgoexpressVotes: 0GitHub stars: 3
Adaptive Hybrid Feature Fusion MedicalAAdaptive Hybrid Quantum-Classical Feature Fusion methodology for medical image classification. Addresses optimization asymmetries between quantum and classical paradigms using Temperature-Scaled Hybrid Fusion (TSHF), Dynamic Hybrid Fusion (DHF), and Static Hybrid Fusion (SHF) strategies. Use when designing hybrid quantum-classical ML pipelines for healthcare/medical imaging, especially when combining ResNet backbones with variational quantum circuits for diagnostic tasks.devopsexpressperformanceVotes: 0GitHub stars: 3
Incident ResponderARunbook skill for failures: cron error, PA failure, cascade, gateway disconnect, semantic DB stale. Walks: detect → classify → diagnose → notify → log. Replaces ad-hoc failure handling. Triggers: "cron failed", "X is broken", "cascade", "incident", "gateway down", "PA failure".devopssqldockerVotes: 0GitHub stars: 6
Workflow Orchestration PatternsADesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...devopsgogitVotes: 0GitHub stars: 6
Test AutomatorAMaster AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration.devopsgospringVotes: 0GitHub stars: 6
Terraform SpecialistAExpert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.devopsgoexpressVotes: 0GitHub stars: 6
Terraform InfrastructureATerraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.devopsgokubernetesVotes: 0GitHub stars: 6
Service Mesh ObservabilityAImplement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...devopsgobashVotes: 0GitHub stars: 6
Service Mesh ExpertAExpert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh condevopsrustgoVotes: 0GitHub stars: 6
Server ManagementAServer management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.devopsgonodeVotes: 0GitHub stars: 6
Seo Forensic Incident ResponseAInvestigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.devopsgogitVotes: 0GitHub stars: 6
Secrets ManagementBImplement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...devopspythongoVotes: 0GitHub stars: 6
Scala ProAMaster enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.devopsgoreactVotes: 0GitHub stars: 6
ReadmeAYou are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.devopsjavascripttypescriptVotes: 0GitHub stars: 6
Production Code AuditAAutonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizationsdevopstypescriptgoVotes: 0GitHub stars: 6
Performance EngineerAExpert performance engineer specializing in modern observability,devopsjavascriptpythonVotes: 0GitHub stars: 6
On Call Handoff PatternsAEffective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.devopsgobashVotes: 0GitHub stars: 6