LangChain ReAct agent implementation with tool binding for reasoning and action loops
Python language patterns and best practices. Use when language python guidance is required or when selecting a primary language for non-trivial automation.
Laravel and Nova package development, forked package management, VCS path repositories, webpack configuration, and package integration workflows.
Monitors press, social, developer communities, and competitor channels from any point around a product launch — tracking sentiment, flagging mischaracterizations, surfacing…
Generate comprehensive tests for architectural layers with coverage-first analysis. Use when testing specific layers (core, domain, application, infrastructure, boundary).
DevOps Engineer 성장을 위한 특정 주제 모의 면접 스킬. 기초→심화 수준별 질문 진행 후 요약 정리. 사용 시점: (1) 특정 기술 주제 면접 준비, (2) 개념 이해 수준 자가 점검, (3) 학습 후 복습 및 피드백.
Use when modifying, removing, or refactoring code that lacks test coverage. Emphasizes the danger of untested changes and the RGR workflow to add characterization tests before…
Configure CI/CD workflows for publishable hyperfrontend libraries. Use when adding CI configuration for a new library, fixing lib-ci-workflows lint errors, or setting up path…
LLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning customization.
Local Kubernetes development with EKS parity using Kind, LocalStack for AWS services, and local Keycloak for authentication testing
Use when code changes touch database, cache, queue, or other service-dependent components - enforces testing against real local services instead of mocks
Reference for LocalStack AWS service availability by tier (Free/Base/Ultimate). Essential for KECS development to understand which AWS-compatible services can be used locally…
Check the logs, what happened, debug this, app crashed, nothing happens when I tap. iOS device and simulator log streaming, searching, filtering, and pattern analysis.
Designs RESTful APIs, GraphQL schemas, and RPC interfaces for consistency, usability, and scalability.
GitOps continuous delivery with Argo CD for Kubernetes. Use when implementing declarative GitOps workflows, application sync/rollback, multi-cluster deployments, progressive…
Cloud-native infrastructure management with Crossplane via Kubernetes APIs. Use for building internal platform APIs, composite resources, XRDs, compositions, claims, provider…
Generate dead code detection configuration for loom plan verification across Rust, TypeScript, Python, Go, and JavaScript.
Docker and container expertise. Use for writing Dockerfiles, docker-compose files, multi-stage builds, layer optimization, image security hardening, networking, volumes,…
Creates and maintains technical documentation including API docs, READMEs, architecture docs, changelogs, ADRs, and inline code comments.
GitOps continuous delivery toolkit for Kubernetes with Flux CD. Use for declarative deployments, Helm chart automation, Kustomize overlays, image update automation, multi-tenancy,…
Kubernetes deployment, cluster architecture, security, and operations. Use for manifests, Helm charts, RBAC, network policies, operators/CRDs, PodSecurityStandards,…
Kubernetes-native configuration management with Kustomize. Use for environment-specific configs, resource patching (strategic merge, JSON6902), ConfigMap/Secret generation,…
Fix markdown table alignment and spacing issues. Use when formatting tables in markdown files, aligning columns, normalizing cell padding, or ensuring proper GFM table st — from…
Evaluates ML models for performance, fairness, and reliability. Use for metric selection, cross-validation strategies, overfitting/underfitting diagnosis, hyperparameter tuning,…
Restructures existing code to improve readability, maintainability, and performance without changing behavior.
Analyzes and optimizes SQL queries for performance. Use for index design, query rewriting, EXPLAIN/EXPLAIN ANALYZE interpretation, PostgreSQL tuning, N+1 prevention, CTE and…
Infrastructure as Code with Terraform/OpenTofu. Use for cloud resource provisioning, module development, state and backend management, multi-environment deployments (workspaces,…
Test implementation across unit, integration, e2e, security, infrastructure, data pipeline, and ML domains.
Digikoppeling koppelvlakken (ebMS2, WUS, REST-API, grote berichten) voor berichtuitwisseling tussen overheidsorganisaties. Ook OIN, PKIoverheid, CPA, routering.
Проверка LSP и Serena prerequisites для Python/Rust/Dart/Flutter/TS/JS/Go/C++/Qt/YAML/Docker/HTML/CSS/Shell.
Маршрутизация LSP-воркфлоу для type checking, диагностик, символов, рефакторинга. Используй для: LSP, лсп, language server, проверь типы, type checking, найди символ, диагностики…
Review PRs and code diffs for gim-home/m only. Not for worktrees, rebases, CI polling, or PR update comments; use /m-pr-ops.
Creates, modifies, and manages Claude Code subagents by writing agent files with YAML frontmatter, system prompts, and tool configurations.
Comprehensive memory management skill that guides memory capture and recall throughout sessions. Triggers when: user makes architectural decisions ("let's use", "we should",…
Provides the complete metavr (Meta VR CLI) reference for Meta Quest and Horizon OS development — installation, device setup, command discovery, MCP server mode, documentation…
ランタイム管理（mise）。Go, Node.js, Python, Rubyのバージョン管理。トリガー: mise, runtime, node, go, python, ruby, version
Enterprise systematic code review orchestrator with TRUST 5 principles, multi-language support, Context7 integration, AI-powered quality checks, SOLID principle validation,…
Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAsse — from…
Retrieval-Augmented Generation systems, vector databases, embedding strategies, and production RAG architectures for enterprise LLM applications.
Use when setting up monorepo tooling, optimizing builds, or migrating between tools with Turborepo, Nx, Bazel, Lerna for efficient task running, caching, and code generation.
Hyper-pedantic code review skill that emulates Monty's Django4Lyfe backend engineering philosophy and review style.
Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs.
Start a new fiction project from scratch. Interactive wizard guides you through discovery, architecture, characters, world, and outline.
Use when you need to build, optimize, or debug Node.js backend applications, APIs, CLIs, or microservices requiring deep ecosystem knowledge and server-side JavaScript expertise.
Notion API レスポンス（BlockObjectResponse / PageObjectResponse / DataSourceObjectResponse）のテスト用最小モックファクトリを提供する。`.claude/rules/testing.md` を補完し、テスト追記時の定型コード送信を削減する
Test-to-requirement coverage mapping. Reads plan acceptance criteria and test files, produces a coverage gap report showing which requirements have no tests.
Parses OpenTelemetry-formatted logs to reconstruct execution traces, extract errors with call chains, and provide AI-powered root cause analysis.
OCI AI services — Generative AI, Data Science, AI Language, AI Vision, AI Speech, Anomaly Detection, Digital Assistant
OpenAPI specification expertise including schema design, validation, and REST API best practices.
Analyze an OpenAPI specification and generate a destination implementation plan with action recommendations
Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions. — from majiayu000/claude-skill-registry
Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions. — from bg-szy/TOP-SKILLS
Operational Excellence program design skill with governance structure, methodology deployment, and capability building
CI/CD pipeline configuration. Trigger when the user wants to configure GitHub Actions, GitLab CI, or automate deployments.
Check codebases against compliance frameworks (SOC2, GDPR, HIPAA, PCI-DSS). Generates compliance reports with pass/fail status and remediation guidance.
Inspect and control the deploy/build auto-fix subsystem. Use for `/ops:deploy-fix status` (last monitor runs, fixer dispatches, locks, hourly budget), `/ops:deploy-fix tail`…
Docker and Docker Compose containerization. Trigger when the user wants to dockerize an application or create containers.
Proxmox VE infrastructure with Terraform (VMs, LXC, network, storage, backup)
Health check all services across environments. Checks frontend URLs, backend GraphQL endpoints, and reports response times.
AI pair programming with Claude (builder) and a second model (advisor). The human observes and can intervene.