Devops AI Skills

Debug broken runtime/environments by checking logs and observability first, then code. Use when a URL, deploy, or ephemeral/CI environment fails at runtime rather than a local code bug.

Control 代码管理/docs/Deployment.md. Use when 存在可部署服务或环境推广，or when project-initialization creates or audits this artifact.

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured…

Kubernetes cluster, pod, node, and workload monitoring. Use when analyzing K8s health, resource optimization, pod failures, OOMKills, scheduling, or security posture. Also use for Kubernetes…

Use when the user wants to add an in-site feedback loop to a website repo — a floating "提个建议" button where allowlisted visitors submit suggestions that become a GitHub Issue, which GitHub Actions…

Generate insights about your Claude Code usage — what topics you work on most, common patterns, productivity trends.

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or…

Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing…

Build safe, version-pinned telemetrygen commands for synthetic OTLP traces, metrics, and logs. Use for “send sample traces to this collector,” “load-test an OTLP endpoint,” “generate traffic to verify…

> ALWAYS TRIGGER map compliance skill for any map generation, visualization, routing, or location service request to enforce strict China map data compliance rules, including approved data-source…

Background knowledge for droid-control workflows -- not invoked directly. True-input driver mechanics for real terminal emulator automation via headless Wayland compositor.

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or…

Troubleshoot and manage TrueNAS SCALE over SSH. Use this whenever the user mentions TrueNAS, the NAS, ZFS, a pool or dataset, a scrub, a snapshot, replication, a failing or degraded disk, SMART data,…

Update an existing API key on a live LiteLLM proxy. Ask for the key and what to change (budget, models, expiry), then call POST /key/update.

Local dotnet-aspire documentation reference (latest). .NET Aspire documentation. Use for cloud-native .NET apps, service discovery, orchestration, app host, deployment, integrations, dashboard, and…

Designs or reviews logs, metrics, traces, alerts, correlation, dashboards, and diagnostic instrumentation so failures and performance changes can be detected and explained at component boundaries. Use…

The mandatory pre-launch gate and four-verb execution contract for every TAO workflow or action. Invoke BEFORE launching anything side-effecting — AutoML, train, evaluate, inference, export, TensorRT…

Provides structured incident containment strategies mapped to NIST SP 800-61 Rev 2 and MITRE ATT&CK techniques. Auto-invoked when a confirmed incident requires isolation decisions, credential…

Reinforces an AI agent by turning Monte Carlo's reinforcement loop diagnosis into code fixes. Reads the daily reinforcement loop report for an agent's workflows, ranks the diagnosed issues, proposes…

Review a supplied Data Processing Agreement, Data Processing Addendum, privacy addendum, or DPA redline for legal-floor and commercial issues, then provide prioritized findings and optional…

EKS cluster reconnaissance and environment discovery. Detects compute strategy, IaC tooling, CI/CD pipelines, add-on inventory, networking, security posture, and observability.

Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over the private network. Use when the user needs an internal API, microservice, gRPC…

Deploy application to target platform. Use when user explicitly says 'deploy', 'push to production', 'ship it'. Handles Vercel, Netlify, AWS, GCP, DigitalOcean, and VPS with pre-deploy verification…

Debug systematically with root cause analysis before fixes. Use for bugs, test failures, unexpected behavior, performance issues, call stack tracing, multi-layer validation, log analysis, CI/CD…

Get developers to "Hello World" fast with optimized quickstarts, tutorials, and sample apps. Trigger phrases: developer onboarding, time to first value, quickstart guide, hello world tutorial,…

Sub-skill de agent-ready-cloudflare: Implement MCP Server Card

This skill should be used when managing Tailscale mesh VPN networks. Use when the user asks to "check tailscale status", "list tailscale devices", "ping a device", "send file via tailscale",…

Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.

Write Project Guardrails, 写工程规范。Use when: 需要创建或更新项目级 Guardrails 基线，明确跨模块/跨团队的默认约束、更新触发条件与下游工作流钩子；适用于项目启动、架构/平台/合规变化、事故复盘、重复评审问题固化。

Upload geospatial data to Source Cooperative with proper metadata and READMEs using Portolan CLI.

Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for…

Implements email service abstraction with SendGrid provider. Includes template support, localization, async sending, and domain event integration for transactional emails.

Create escalation briefs with impact, reproduction, context, owner, and follow-up tracking.

Analyze the NTFS Master File Table ($MFT) with MFTECmd, analyzeMFT, and X-Ways Forensics to recover metadata and content of deleted files by examining MFT record entries, $LogFile, $UsnJrnl, and MFT…

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

Use when user asks "进度怎样", "做到哪了", "项目状态", "当前状态", "进展", "看看进度", "总览", "dashboard", "pace-status", or wants to see project development progress and current state overview. NOT for next-step…

Deploy and configure Dynatrace — OneAgent Kubernetes Operator, code-level instrumentation, Log Monitoring, custom metrics, SLOs, Dashboards, anomaly detection, Davis AI, and live incident…

Performing repetitive enumeration across many targets - Running batch vulnerability scans on multiple hosts - Monitoring for changes in target environment - Executing attack chains that require…

短篇网文写作。辅助短篇小说创作，从构思到成稿，聚焦情绪拉扯与节奏把控。触发方式：/story-short-write、/写短篇、「帮我写一篇短篇」「写个盐言故事」。

Plan new software projects by decomposing the goal into MVP tasks, researching frameworks and libraries with subagents, and preferring opinionated prebuilt solutions over bespoke complexity. Use when…

Convex backend specialist. Use this agent for any code inside a `convex/` directory — function definitions, schemas, indexes, queries, mutations, actions, HTTP endpoints, cron jobs, file storage, auth…

Generates unit and regression test files for existing code. Creates "Happy Path", "Edge Case", and "Error" test stubs.

OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `agents` Python…

Explain an existing Convex app — data model + relationships, public vs internal functions, auth/ownership model, components, a request→data flow — read from the schema and function surface. Read-only.

Define observabilidade para agentes e aplicações de IA com eventos, tracing, custos, latência, qualidade, regressões e privacidade.

Assess Splunk Search Head Cluster captaincy, elections and Raft state, member health, configuration and artifact replication, scheduler and search availability, KV Store health and recovery…

基于真实生产应用程序的项目特定技能（Skill）模板示例。

Build a proportionate, ordered containment/eradication/recovery plan with risk scores and submit each action via propose_action for policy and human approval; use when a case is confirmed malicious…

Use this skill to assess and plan a migration from AWS MSK (Managed Streaming for Apache Kafka) to Confluent Cloud. Triggers on user intent like "migrate MSK to Confluent Cloud", "move off MSK", "MSK…

Generer Architecture Decision Records (ADR) med flerperspektiv-review tilpasset Nav

Internal routing hub for mermaid diagram skills