kalilurrahman/kr-claudiator-skills - 第 11 页

continuous-discovery

Build a continuous product discovery practice that generates a steady stream of customer insights. Outputs weekly interview cadence, opportunity identification, assumption testing, and discovery-to-delivery connection.

原文语言：英语

customer-advisory-board

Build and run a customer advisory board (CAB) that generates strategic product insights. Outputs member selection criteria, meeting structure, engagement model, and insight integration process.

原文语言：英语

design-sprint

Facilitate a 5-day design sprint to solve critical product challenges and validate ideas. Outputs sprint plan, facilitation guide, prototype templates, and user testing protocol.

原文语言：英语

monetization-strategy

Design and optimise product monetization models including pricing, packaging, and expansion revenue. Outputs pricing strategy, tier design, pricing experiments, and revenue forecasting.

原文语言：英语

opportunity-solution-tree

Build and use Opportunity Solution Trees to connect product outcomes to customer opportunities and solutions. Outputs tree structure, prioritisation process, assumption mapping, and experiment design.

原文语言：英语

platform-strategy

Develop a platform strategy that creates an ecosystem around your product. Outputs platform definition, ecosystem design, API strategy, marketplace model, and network effect cultivation.

原文语言：英语

product-health-metrics

Define a comprehensive product health dashboard tracking acquisition, engagement, retention, and quality. Outputs metric definitions, threshold setting, anomaly detection, and weekly review process.

原文语言：英语

product-led-growth

Design and implement a product-led growth strategy where the product drives user acquisition, expansion, and retention. Outputs PLG model, activation metrics, viral loops, and freemium conversion strategy.

原文语言：英语

api-security-design

Design secure APIs with authentication, authorisation, input validation, rate limiting, and audit logging. Outputs security controls checklist, auth flow diagrams, and implementation patterns.

原文语言：英语

event-driven-architecture

Design event-driven systems with producers, consumers, event schemas, and delivery guarantees. Outputs event catalog, topology diagram, schema contracts, and consumer group strategy.

原文语言：英语

memory-management

Diagnose and resolve memory issues in production systems. Outputs heap analysis, leak detection strategies, GC tuning recommendations, and memory-efficient design patterns.

原文语言：英语

monorepo-management

Structure and manage monorepos with multiple packages or services. Outputs workspace configuration, build pipeline, dependency graph, code ownership rules, and CI optimisation strategy.

原文语言：英语

serverless-patterns

Design serverless architectures with functions, managed services, and event triggers. Outputs function decomposition, cold start mitigation, cost model, and IaC templates for AWS Lambda or similar.

原文语言：英语

state-machine-design

Model complex workflows as explicit state machines. Outputs state diagrams, transition tables, guard conditions, and production-ready implementations with audit trails.

原文语言：英语

capacity-planning

Plan infrastructure capacity for current and future load. Outputs resource projections, scaling thresholds, cost forecasts, and capacity headroom recommendations.

原文语言：英语

container-security

Harden container images and Kubernetes workloads against attacks. Outputs secure Dockerfile patterns, admission policies, runtime security rules, and vulnerability scanning pipeline.

原文语言：英语

infrastructure-as-code-testing

Test Terraform, Pulumi, and CloudFormation infrastructure code before deployment. Outputs unit tests, integration tests, compliance checks, and CI pipeline for IaC validation.

原文语言：英语

multi-cloud-strategy

Design multi-cloud architectures for resilience, cost optimisation, or vendor independence. Outputs cloud placement decisions, abstraction layer strategy, data sovereignty approach, and operational model.

原文语言：英语

network-policy

Design and implement Kubernetes NetworkPolicies and cloud security groups for zero-trust network segmentation. Outputs policy definitions, traffic flow diagrams, and validation tests.

原文语言：英语

sre-runbook

Write SRE runbooks for incident response, on-call procedures, and service recovery. Outputs structured runbooks with SLOs, alert response playbooks, escalation paths, and post-incident templates.

原文语言：英语

data-governance

Establish data governance frameworks covering ownership, quality standards, access control, and compliance. Outputs governance policy, data stewardship model, classification scheme, and audit procedures.

原文语言：英语

data-mesh-design

Design a data mesh architecture with domain ownership, data products, and federated governance. Outputs domain decomposition, data product contracts, self-serve platform requirements, and migration plan.

原文语言：英语

data-pipeline-testing

Test data pipelines for correctness, reliability, and data quality. Outputs unit tests for transformations, integration tests for pipeline runs, data contract tests, and CI strategy.

原文语言：英语

lakehouse-architecture

Design a lakehouse combining data lake flexibility with warehouse query performance. Outputs layer architecture, table format selection, partition strategy, and access control model.

原文语言：英语

metrics-framework

Design a company-wide metrics framework with north star, input metrics, guardrails, and reporting hierarchy. Outputs metric taxonomy, definition docs, instrumentation spec, and anomaly detection rules.

原文语言：英语

real-time-analytics

Build real-time analytics pipelines with sub-second query latency. Outputs streaming architecture, OLAP store selection, aggregation strategy, and dashboard update patterns.

原文语言：英语

agentic-workflow

Design and implement LLM-powered agentic workflows with tool use, planning, memory, and multi-agent coordination. Outputs agent architecture, tool definitions, evaluation framework, and safety controls.

原文语言：英语

ai-safety-evaluation

Evaluate AI systems for safety, robustness, and alignment. Outputs red team test suites, safety benchmarks, harm classification rubrics, and monitoring dashboards for production AI deployments.

原文语言：英语

embedding-strategy

Design embedding pipelines for semantic search, RAG, and recommendation systems. Outputs model selection, chunking strategy, index configuration, and retrieval evaluation framework.

原文语言：英语

llm-gateway

Design and implement an LLM gateway for routing, rate limiting, cost control, caching, and observability across multiple AI providers. Outputs gateway architecture, routing rules, and operational runbook.

原文语言：英语

ml-data-validation

Validate training and inference data for ML pipelines. Outputs schema contracts, statistical validation rules, drift detection, and data quality gates before model training.

原文语言：英语

model-card

Write comprehensive model cards documenting ML model capabilities, limitations, biases, and intended use. Outputs structured model card following Google/Hugging Face standards with evaluation results.

原文语言：英语

api-security-audit

Conduct a structured security audit of APIs. Outputs OWASP API Top 10 assessment, vulnerability findings with severity ratings, remediation recommendations, and executive summary.

原文语言：英语

cloud-security-posture

Assess and improve cloud security posture across AWS, GCP, or Azure. Outputs CSPM findings, misconfiguration remediation, IAM least-privilege analysis, and continuous monitoring setup.

原文语言：英语

compliance-framework

Build and maintain compliance programmes for SOC 2, ISO 27001, GDPR, HIPAA, or PCI DSS. Outputs control mapping, evidence collection procedures, gap analysis, and audit readiness checklist.

原文语言：英语

devsecops-pipeline

Build security gates into CI/CD pipelines. Outputs SAST, DAST, dependency scanning, secret detection, and container scanning pipeline with triage workflow.

原文语言：英语

secrets-rotation

Design and implement automated secrets rotation for credentials, API keys, and certificates. Outputs rotation architecture, Lambda/script implementations, zero-downtime rotation procedures, and monitoring.

原文语言：英语

bulkhead-pattern

Implement bulkhead patterns to isolate failures and prevent cascade. Outputs thread pool isolation, semaphore limits, service partition designs, and circuit breaker integration.

原文语言：英语

data-replication

Design data replication strategies for high availability, read scaling, and disaster recovery. Outputs replication topology, consistency model, failover procedures, and lag monitoring setup.

原文语言：英语

distributed-cache

Design distributed caching with Redis or Memcached. Outputs cache topology, eviction strategy, invalidation patterns, consistency model, and failure handling.

原文语言：英语