全部能力

Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations

Guide BSA/AML compliance program design and operation for broker-dealers, banks, and investment advisers. Use when the user asks about suspicious activity…

Prompt engineering for production LLMs — structured outputs, RAG, tool workflows, and safety. Use when designing or debugging prompts for LLM APIs.

Comprehensive guide for building production-grade LLM applications using LangChain's chains, agents, memory systems, RAG patterns, and advanced orchestration

Comprehensive observability and monitoring skill covering Prometheus, Grafana, metrics collection, alerting, exporters, PromQL, and production monitoring…

Production AI agent patterns covering MCP, RAG, guardrails, observability, and ROI. Use when designing or evaluating agent systems.

Expert-level Prometheus monitoring, metrics collection, PromQL queries, alerting, and production operations

Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts.

Generate production-quality SVG icons with COLOR support using VTracer vectorization. Converts raster images to clean, colorful SVG paths.

Complete guide for Apache Airflow orchestration including DAGs, operators, sensors, XComs, task dependencies, dynamic workflows, and production deployment

System administration expert for Linux, macOS, Windows, services, and monitoring

Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and bias mitigation. Use when building evaluation…

Designs comprehensive observability strategies including SLI/SLO frameworks, alerting optimization, and dashboard generation. Use when implementing monitoring for a production service, creating or tuning alert rules, designing Grafana dashboards, defining SLOs and error budgets, or reducing alert fatigue in on-call rotations.

Design structured logging systems with context propagation. Use to ensure Python applications are observable and logs are machine-readable.

Perform Alibaba Cloud NIS (Network Intelligence Service) network path reachability analysis with forward/reverse path diagnosis, topology visualization, and resource monitoring. Use when analyzing network connectivity, diagnosing unreachable paths, checking security groups or route tables, or visualizing network topology between cloud resources. Triggers: "reachability analysis", "network path analysis", "NIS analysis", "connectivity diagnosis", "path reachable", "network troubleshooting", "可达性分析", "网络路径分析", "NIS分析", "连通性诊断", "路径可达", "网络排障".

Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent…

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or…

When the user wants to choose, change, or evaluate their App Store / Google Play category and subcategory — including primary vs secondary category trade-offs,…