Claude Skills by natureco-official

Implement A/B testing with feature flags, experiment frameworks, and statistical analysis

Audit accessibility with ARIA roles, keyboard navigation, screen reader support, and contrast

Implement agent memory with episodic, semantic, and procedural memory stores

Orchestrate multi-step agent workflows with planning, execution, and monitoring

Set up analytics with event tracking, user properties, funnels, and dashboards

Design RESTful and GraphQL APIs with consistency, versioning, and documentation

Version APIs with URL paths, headers, or content negotiation and deprecation policies

Transcribe audio with speaker diarization, timestamps, and confidence scoring

Implement authentication with JWT, OAuth2, SSO, MFA, and session management

Implement role-based access control with permissions, policies, and attribute checks

Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable, lightweight server, website, backend, GPU, machine learning, HPC simulation, dev/test, workload, family, load balancer, Flexible orchestration, Uniform orchestration, cost estimate, can't connect / RDP / SSH, refused, black screen, reset password, reach VM, port 3389, NSG, security, Linux, troubleshoot, troubleshooting, connectivity, capacity rese...

Azure cost management: query costs, forecast spending, optimize to reduce waste. WHEN: \"Azure costs\", \"Azure bill\", \"cost breakdown\", \"how much am I spending\", \"forecast spending\", \"optimize costs\", \"reduce spending\", \"orphaned resources\", \"rightsize VMs\", \"cost spike\", \"reduce storage costs\", \"AKS cost\". DO NOT USE FOR: deploying resources, provisioning, diagnostics, or security audits.

Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-spoke network', 'plan multi-region DR topology', 'set up VNets firewalls and private endpoints', 'subscription-scope Bicep deployment', 'Az...

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS, optimize AKS, AKS spot nodes, AKS cluster-autoscaler, rightsize AKS pod...

Prepare Azure apps for deployment (infra Bicep/Terraform, azure.yaml, Dockerfiles). Use for create/modernize or create+deploy; not cross-cloud migration (use azure-cloud-migrate). DO NOT USE FOR: copilot-sdk apps (use azure-hosted-copilot-sdk), or Python code-only App Service deploys (use python-appservice-deploy). WHEN: \"create app\", \"build web app\", \"create API\", \"modernize application\", \"host on Azure\", \"deploy to Azure\", \"deploy to Azure using Terraform\", \"deploy to Azure A...

Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, function app SKU, migrate App Service to Container Apps, modernize legacy Azure Java SDKs (com.microsoft.azure to com.azure), migrate Azure Cache for Redis (ACR/ACRE) to Azure Managed Redis (AMR).

azure-validate skill from microsoft/azure-skills

Design backup strategies with 3-2-1 rule, encryption, and recovery testing

Write bash scripts with error handling, argument parsing, and idempotent operations

Batch multiple API calls into single requests when the provider supports batching

Batch similar tasks together to minimize context switching overhead

Perform bulk file rename, move, copy, and format conversions

Cache LLM responses for identical or similar queries to avoid redundant API calls

Design caching strategy with Redis, CDN, browser cache, and cache invalidation patterns

Optimize calendar scheduling with time blocking and meeting buffers

Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a commit", "commit message", "generate commit", "/commit", or invokes /caveman-commit. Auto-triggers when staging changes.

Doğal dil dosyalarını (CLAUDE.md, memory, todo, preferences) caveman formatına sıkıştırır. Token tasarrufu. Teknik içerik (kod, URL, path) korunur. /caveman-compress FILEPATH veya "compress memory file" tetikleyicisi.

Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /caveman-help, "caveman help", "what caveman commands", "how do I use caveman".

Token tasarrufu için subagent delegasyon karar rehberi. Ana thread cavecrew subagent'larına (investigator/builder/reviewer) ne zaman delege edeceğini bilir. Subagent çıktıları caveman-compressed formatta döner → %60 daha küçük context.

Generate changelogs from conventional commits with semantic versioning bumps

Design conversational agents with personality, context handling, and fallback strategies

Chunk large documents into optimal-sized segments for retrieval and processing

Set up CI/CD pipelines with build, test, lint, security scan, and deploy stages

Build text classification pipelines with zero-shot, few-shot, and fine-tuned models

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answ...

Manage clipboard history with snippets, templates, and quick paste

Explain code with natural language summaries, complexity analysis, and design rationale

Generate code from natural language descriptions with language and framework awareness

Plan and execute code migrations across languages, frameworks, or architectures

Clean code, SOLID prensipleri ve modern mühendislik pratikleri. Karmaşık kodu basitleştirmek, code smell'leri gidermek, testability artırmak istediğinde bu skill'i yükle.

Review code systematically with checklists for security, performance, and style

Kod inceleme ve öneri

Manage contacts with deduplication, categorization, and export tools

Generate content with tone control, brand voice, and template-based production

Prune context by removing irrelevant messages, truncating long content, and deduplication

Manage context windows with sliding windows, summarization, and selective inclusion

Implement continuous improvement with metrics, feedback loops, and kaizen culture

Schedule tasks with cron expressions, timezone handling, and failure notifications

Write cross-platform code with OS detection, path handling, and conditional imports

Process CSV files with parsing, validation, transformation, and large-file streaming