Devops AI Skills

Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl. Use for recurring competitive intelligence, pricing tier extraction, feature change tracking, or…

Query and analyze Dynatrace security data in security.events with DQL: vulnerabilities, threat detections, compliance posture, and scan coverage. Covers Dynatrace-native Runtime Vulnerability…

Remediate GitHub Actions action findings identified by the action-audit skill. Applies the appropriate fix per action type — `@main` ref for internal `bitwarden/` actions, full SHA with inline version…

Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

Minimal KB quality-check skill for SharePoint libraries. It creates missing review columns, writes short review outputs in Markdown, sets review status, records completion time, and schedules the next…

Prepare verified ownership and delivery notes.

Create original short videos using the 灾难幻象拆台｜环境吞没、尺度破绽与微缩片场证明 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

| 当任务需要专业判断、深度研究、专业角色或多角色协作，且当前会话尚未选择 Expert 时，搜索并用内联卡片推荐真实专家或专家团。

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or…

Local GitHub Actions documentation reference (latest). GitHub Actions documentation. Use for CI/CD workflows, workflow syntax, actions, runners, events, jobs, steps, expressions, contexts, secrets,…

ECS environment reconnaissance and discovery. Detects compute and capacity providers, task definitions, deployment configuration, auto scaling, networking, security posture, observability, and…

Persistent state tracking and Architecture Decision Records across sessions. Use when recording a decision, ADR, or progress that must survive session boundaries. Manages progress state, module…

Build AI agents with Google ADK Python. Multi-agent systems, A2A protocol, MCP tools, workflow agents, state/memory, callbacks/plugins, Vertex AI deployment, evaluation.

LLM inference patterns for latency, batching, caching, quantization, routing, and serving stacks. Use when optimizing throughput, tail latency, or serving cost.

Use when rolling out a rewritten site (new framework, new Vercel project) behind an existing production domain gradually — cookie-sticky percentage split between two origins via a Cloudflare Worker on…

SQL Server database design best practices, naming conventions, indexing strategies, and performance optimization for .NET applications using Microsoft.Data.SqlClient and EF Core.

Parse Apache and Nginx access logs to detect SQL injection attempts, local file inclusion, directory traversal, web scanner fingerprints, and brute-force patterns. Uses regex-based pattern matching…

Validate and generate applies_to tags in Elastic documentation, including for cumulative docs across versions and deployment types. Use when writing new docs pages, reviewing existing pages for…

Install, tune and troubleshoot the Kubescape operator for continuous in-cluster security — posture scans on every change, vulnerabilities filtered to packages that actually load (relevancy), eBPF…

Cloud security covers security assessment for major cloud platforms including AWS, Azure, and GCP, with core focus on IAM misconfiguration detection, storage bucket exposure scanning, metadata service…

Production error → triaged, root-caused, repaired, and certified (tsc + rehearsal + reproduce-then-gone) fix PR for a human to merge — then confirm the error stops recurring. Never auto-merges.

Production error → triaged, root-caused, repaired, and certified (tsc + rehearsal + reproduce-then-gone) fix PR for a human to merge — then confirm the error stops recurring. Never auto-merges.

Read Wazuh alerts correctly — alert anatomy, the 0–15 level scale, composite and correlation rules, compliance and MITRE tags, decoders, custom rules and noise tuning; use when interpreting what a…

Guides agents through Debezium and Kafka Connect CDC workflows. Use when streaming database changes into Kafka topics, managing connectors, snapshots, schema evolution, or downstream CDC consumers.

Turn what a system must guarantee into tables, keys and constraints — normalization judgement, nullability, foreign key behaviour, and naming that survives. Use when designing new tables, reviewing…

Enforce AWS security baselines for IAM, networking, logging, and managed services like RDS. Use when building, reviewing, or auditing AWS infrastructure, IAM policies, VPC configuration, or RDS…

This is a summary the advantages and disadvantages of earthquake event detection and phase picking methods, shared by leading seismology researchers at the 2025 Earthquake Catalog Workshop. Use it…

Professional organization for large-scale ERP, SaaS, and enterprise projects. Use when setting up new projects or refactoring existing codebases to establish clear rules, workflows, module boundaries,…

Manages core GKE cluster provisioning, credentials, Autopilot vs Standard selection, and workload deployment. Use when creating GKE clusters, fetching kubectl credentials, or deciding between…

Use when working with WizTelemetry Notification extension for KubeSphere, including installation, configuration, troubleshooting, notification channel setup, alert routing, and silence management.

Use when the user asks for nearby Korean emergency rooms, 응급실, ER, or emergency bed/병상 status near a location. Ask for the user's current location first unless a location was already provided.

Quicknode blockchain infrastructure for 80+ chains: Core RPC API, Streams, Webhooks, Blazar WSS, Solana gRPC, HyperCore gRPC, SQL Explorer, Metaplex DAS API, Blockbook, Ordinals & Runes API, Swap API,…

Design or audit B2B sales pipeline — define stage names, entry/exit criteria, qualification standards, and CRM field requirements. Use when asked to "design our pipeline", "audit our CRM stages",…

理解或修改 BK-CI 流水线 Model、Stage、Container、Element 结构时使用。当用户提到流水线模型、Stage/Job/Task 数据结构、模型扩展、模型校验、版本兼容、YAML 与 Model 转换时优先使用。

Monitor brand mentions, sentiment, and industry chatter across the web using TinyFish Search and Fetch. Use when a user asks to track what people are saying about a brand, product, or topic, run…

Tiger Brokers OpenAPI Rust SDK — complete skills for AI coding tools. Covers SDK setup, async market data queries, trading, and real-time push subscriptions. Use when building trading applications in…

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing…

Query the Prismer Evolution network for known fix strategies. Use when encountering build failures, runtime errors, test failures, deployment issues, dependency conflicts, or any recurring problem —…

Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.

Audit and reduce infrastructure and tooling costs without sacrificing reliability or velocity. Use this skill when reviewing monthly cloud or SaaS spend, finding unused resources, rightsizing…

Use when modeling hard-surface objects in Blender (sci-fi panels, props, weapons, vehicles, robots, machined or product parts) with booleans and cutters, bevel modifiers, weighted normals, or…

Write an operating runbook from the delivered system and verified procedures. Use when the customer team or a successor needs to operate without the original engineer.

Expert SOC 2 compliance assistant covering all five Trust Services Criteria (Security/CC, Availability/A, Confidentiality/C, Processing Integrity/PI, Privacy/P). Use this skill whenever a user…

Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuDNN, NCCL, EFA, AWS OFI NCCL, GDRCopy, MPI, Neuron SDK (Trainium/Inferentia),…

Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding…

Operate managed Aeon instances from memory/instances.json - health-check, dispatch, and status snapshots (control), plus a fleet scorecard of runs, tokens, cost, and reliability (scorecard).

Event Modeling facilitation technique — brainstorm events, identify commands and views, define aggregate boundaries, write Given-When-Then specifications

Define coding rules, conventions, and standards for AI collaboration. Triggers: convention, coding style, lint, rules

网络小说工具箱主入口。根据用户需求自动路由到对应 skill。 触发方式：/story、/网文、「我想写小说」「帮我写书」「写网文」 当用户意图不明确时触发此 skill，由路由逻辑分发到具体的扫榜/拆文/写作/去AI味/封面 skill。

Audits existing tests for risk coverage, reliable oracles and maintenance value; does not edit tests.

Initialize plugin in a project — install Iron Laws, auto-activation rules, and reference auto-loading into CLAUDE.md. Use when setting up or updating the plugin.