Devops AI Skills

Execute mcloud projects commands to list, get, or delete Cloud projects. Use when discovering projects, resolving project handles by name, or retrieving project details including linked environments.

Facilitate a structured conversation to define architecture principles for a repository. Supports multiple architecture styles: clean architecture (default), hexagonal / ports & adapters, modular…

Authoritative, source-cited playbook for designing, configuring, deploying, and troubleshooting production-grade AI agents on AWS using the Strands Agents SDK, Amazon Bedrock (Converse API,…

Chain multiple bigpowers skills into a custom workflow recipe saved in specs/. Use when a project repeats a non-standard skill sequence, or user wants a documented playbook beyond orchestrate-project…

GCP/K8s infrastructure audit and health check

End-to-end patent campaign from ANY raw material ("here is some information; make a patent") to a filing-ready provisional package - invention mining, worth-it economics (design-around cost,…

Apifox integration—read API contracts/scenarios, and run/supplement test scenarios. Credentials and CLI are only looked up here.

Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, webhooks, Blueprints,…

Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the…

AWS cloud resource monitoring including EC2, RDS, Lambda, ECS/EKS, VPC networking, load balancers, S3, DynamoDB, SQS/SNS, and cost optimization. Use when analyzing AWS infrastructure, resource…

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world…

Common delegation patterns for PM agent

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B…

Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `claude_agent_sdk` or relies on Claude Code's agent loop,…

生成下一個交易日的優先行動清單。當用戶問「明天開盤要做什麼」、「今天要操作什麼」、「給我待辦」、「接下來要做什麼」、「有什麼需要處理」等問題時立刻使用此 skill。也適用於盤中（「現在有什麼要做」）和盤後（「今天還有什麼沒做」）場景。不要等用戶說 /todo 才觸發，只要問的是「下一步行動」的問題就應該用。

Ask the user to confirm before taking a significant action. Use before containment, remediation, or other impactful operations to ensure analyst approval. Presents options and waits for response.

当目标涉及云资产（对象存储/云元数据/Serverless）、容器/K8s、运维面板（宝塔/Grafana/Zabbix/Jenkins/GitLab/Nacos等）、消息队列/缓存中间件、CI/CD流水线、第三方回调集成、依赖组件CVE、信息泄露配置时调用。负责未授权访问、弱口令、云配置错误、供应链漏洞与敏感信息挖掘。

Master uv package manager for Python: project setup, dependency management, virtual environments, lockfiles, CI/CD integration, Docker builds, and migration from pip/poetry. MUST BE USED when user…

| 商业文案写作专家。精通品牌文案、营销邮件、产品描述、广告策划、社交媒体内容。 基于 AIDA 模型和广告法合规要求，提供高转化率的文案创作与诊断。 「写文案」「营销文案」「品牌Slogan」「广告语」「产品描述」「推广文案」「文案优化」触发。

This skill should be used when the user designs "distributed logging", "log aggregation", "centralized logs", an "ELK" or "EFK" stack, "log shipping", "structured logging", a "correlation ID" or…

Track user journeys with intent context and friction signals. Use when instrumenting onboarding, checkout, or any multi-step flow where you need to understand WHY users fail.

Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals, and user guides. Use when adding docstrings to functions or…

Abrir y operar el companion visual de Selina para elegir una direccion de estilo en proyectos con interfaz. Skill manual: levanta un servidor local y escribe artefactos visuales.

Set up first-pass for a main folder that holds many repos, or for one repo. In a main folder it writes one set of working rules at the root that every session loads, a workspace map, and a section in…

Version-aware guide for configuring and running Apollo Router for federated GraphQL supergraphs. Generates correct YAML for both Router v1.x and v2.x. Use this skill when: (1) setting up Apollo Router…

Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

Convert a live website (WordPress first; Drupal, Webflow, Squarespace, Wix and static sites too) into a static Astro site with the same URLs, content, head tags, media, redirects and look, proven by…

Troubleshoot and manage generic Linux hosts (anything that is not Proxmox or TrueNAS). Use this whenever the user points at a plain Linux server, VM, or container host by alias and asks about…

Analyzes Docker image size for PHP projects. Identifies bloated layers, unnecessary packages, and provides size reduction strategies.

Performs an AWS security posture review against the CIS Amazon Web Services Foundations Benchmark v3.0.0. Auto-invoked when reviewing AWS infrastructure, IAM policies, S3 configurations, CloudTrail…

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. Start here to choose Neon for undecided login, files, APIs,…

Review, improve, organize, deploy, and verify Grafana dashboards, provisioned alert rules, and the Telegraf→InfluxDB→Grafana monitoring stack. Use when working on Grafana dashboards, folders, tags,…

Orchestrate incident response — triage, root cause, remediate, prevent recurrence. USE WHEN active alerts, data broken, stale, pipeline failure, or investigate and fix a data incident.

Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints. Use when the user mentions Docker,…

Use when introducing ANY external dependency into the project — npm packages (`npm install` / `pnpm add` / `yarn add`), GitHub repo content fetched via curl / WebFetch, external workflow JSON files…

创建和管理多容器应用的Docker Compose配置，包含生产级设置、健康检查和网络配置。

Utility skill to detect Magento development environment and determine command wrapper. This skill should be used by other skills that need to execute shell commands in the Magento environment. It…

Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural…

Generate ultra-realistic, UGC/influencer-style photos inside Palmier Pro — candid selfies, flash photos, lifestyle shots, and product-in-hand ad creative that read as genuine phone photos instead of…

Provision, connect, and operate Sealos object storage through the sealos-cli s3 commands added in zjy365/sealos-cli#28. Use when the user needs S3-compatible storage for uploads, assets, backups,…

Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming. Use when adversarial security validation is needed.

Authenticate to AWS using Single Sign-On (SSO). Use when AWS CLI operations require SSO authentication or when SSO session has expired.

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. Start here to choose Neon for undecided login, files, APIs,…

Use when AI coding assistant needs GIS/CAD/C#/AI/IoT/3D domain expertise. Index of 114 skills across 8 categories: gis (40), cad (21), csharp (12), ai (17), iot (4), 3d (6), demos (4), others (10).…

Analyzes intrusion activity against the Lockheed Martin Cyber Kill Chain framework to identify which phases an adversary has completed, where defenses succeeded or failed, and what controls would have…

Infrastructure skill — DCC-agnostic observability primitives: capture screenshots, query audit logs, inspect tool performance metrics, and monitor process health. Works in any DCC environment (Maya,…

Generate onboarding documentation — what this project does, how to set up locally, where things live, key decisions, how to deploy. Written for day-one engineers who know nothing. Use when asked for…

Use when user says "/pace-learn", "经验", "知识库", "pattern", "lessons learned", "学到了什么", or auto-invoked after CR merge, gate failure recovery, or human rejection. NOT for iteration retrospectives or…

Plan, run and roll back a Kubernetes minor-version upgrade, EKS first. Finds removed APIs in Git, rendered Helm charts and the live cluster with pluto and EKS upgrade insights, checks add-on…

AI/ML supply chain attacks — model poisoning, Pickle RCE, Hugging Face / Ollama registry compromise, LangChain plugin backdoors, OpenClaw / ClawHub ecosystem threats. Distinguishes from…

Catalyst serverless functions — all 7 types (Basic I/O, Advanced I/O, Event, Cron, Job, Integration, Browser Logic), handler signatures, catalyst-config.json, Security Rules, API Gateway routing, file…