스킬 레이더 · GITHUB
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공개 저장소의 검증된 Skills를 기능, 패키지 구성, 설치 수, 출처 근거에 따라 비교할 수 있습니다.
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- 5,771
- 저장소
- 824
- 최근 동기화
- 2026. 9. 8.
wshobsonistio-traffic-management
Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonk8s-manifest-generator
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonk8s-security-policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonlora-qlora-recipes
Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, choosing rank/alpha/target modules, or deciding between LoRA, QLoRA, and full fine-tuning.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonmarket-sizing-analysis
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonmtls-configuration
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonmulti-cloud-architecture
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonon-call-handoff-patterns
Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational awareness, when writing a shift summary that captures active incidents, ongoing investigations, and recent changes, when handing off mid-incident so a fresh engineer can take over the incident commander role without losing context, when onboarding a new engineer to the on-call rotation for the first time, or when auditing and improving the quality of existing handoff processes across teams.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonparallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonparallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonpptx-slide-specification
Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonpptx-visual-assets
Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonpreference-optimization
Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimization methods, or when a DPO run needs hyperparameters or debugging.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonprojection-patterns
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonprotect-mcp-setup
Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonpython-background-jobs
Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonpython-observability
Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonquantized-export
Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonrag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonreact-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonrecsys-pipeline-architect
Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm. Use when building any system that picks "the top K items for a (user, context)" — content feeds, search ranking, RAG rerankers, task prioritizers, notification triage, ad selection.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonsaga-orchestration
Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight, and car rental reservations atomically, or debugging stuck saga states in production where compensation steps never complete.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonservice-mesh-observability
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일
wshobsonsession-guard
- Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift, when output quality seems to degrade, or after any context compaction event. Prevents long-session corruption AND context compaction amnesia through behavioral self-enforcement.
- 설치 수
- 2
- GitHub Stars
- 3.9만
- 업데이트
- 9월 1일