Devops AI Skills

Scales Render services—configures autoscaling targets, chooses instance compute plans, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up…

Search library/framework documentation via llms.txt (context7.com). Use for API docs, GitHub repository analysis, technical documentation lookup, latest library features.

Sub-skill de agent-ready-cloudflare: Implement OAuth/OIDC Discovery

This skill should be used when managing ZFS pools in a homelab environment with multiple devices. It handles pool health monitoring, snapshot management with Sanoid/Syncoid, automated replication…

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating…

Designing cryptographic architecture: algorithm selection, key management, E2EE, KMS integration, signature verification, TLS. Use when designing crypto protocols or key rotation flows.

Building accessible .NET UI. SemanticProperties, ARIA, AutomationPeer, testing tools per platform.

Security best practices for Mapbox access tokens, including scope management, URL restrictions, rotation strategies, and protecting sensitive data. Use when creating, managing, or advising on Mapbox…

Help HR leaders, HR technology teams, and People Ops professionals understand, evaluate, and govern agentic AI systems deployed in HR contexts, including autonomous HR agents, multi-agent workflows,…

Coordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment,…

Configures health checks for database, external services, and custom application checks. Provides liveness and readiness endpoints for container orchestration.

Use Scapy to craft, send, sniff, and dissect TCP/UDP/ICMP/DNS packets, analyze pcap files, implement SYN scans, and detect anomalous traffic such as fragmented or malformed packets. Use when…

Infrastructure skill — DCC-agnostic Qt UI introspection: list top-level windows, find widgets by name/class, describe widget properties, walk the widget tree, and poll for availability. Works in any…

Use when user says "跑测试", "测试覆盖", "验证一下", "验收", "回归", "影响分析", "test", "verify", "accept", "coverage", "测试策略", /pace-test, or when test results, coverage gaps, or acceptance readiness are discussed.…

FluxCD entry point — routes to the right workflow based on what you need. Live cluster issue → structured 5-workflow debug trace. Repo health check → 6-phase audit (discovery, validation, API…

Query a running Convex app's logs + health in natural language (official MCP): failures, slow/expensive functions, deploy causality — scoped, evidence-backed, with a dashboard deep link.

Guide for quality-focused software architecture. Use this when designing architecture, writing code, or analyzing software systems.

Drive and verify the Kody app with a Feature Map and one CLI. Use when changing UI, account routes, preview deploys, or proving a Cloud Agent change with a real origin, session, and /health SHA.

Query a running Convex app's logs + health in natural language (official MCP): failures, slow/expensive functions, deploy causality — scoped, evidence-backed, with a dashboard deep link.

Choose HTML semantics and accessible behavior for controls, forms, and custom interaction primitives.

Calculate and interpret SOC performance metrics — MTTD, MTTA, MTTR, MTTC, alert-to-incident ratio, false-positive and automation rates, and agent cost/latency — with maturity context; use for KPI…

Integrer, konfigurer og revider Nav Dekoratøren – felles header og footer for nav.no-applikasjoner. Bruk når et team skal ta i bruk Dekoratøren, sjekke en eksisterende integrasjon, oppdatere…

Guides the agent through installing, authenticating, configuring, and using the Capawesome CLI (@capawesome/cli). Covers installation, interactive and token-based authentication, project linking via…

Power Platform governance, DLP policies, Center of Excellence, tenant administration. Use when: DLP, data loss prevention, governance, CoE, Center of Excellence, tenant settings, sharing limits,…

Build observability into multi-agent systems with distributed traces, trace correlation, breakpoints, and execution replay

Manage OpenClaw GitHub Actions and Blacksmith CI capacity, runner-registration budgets, fanout caps, main-push single-flight, shard sizing, hosted-runner offload, queue health, and safe…

Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning,…

Instrument AI agents with tracing, token metrics, latency, and cost visibility. Use for reliability and debugging.

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

KubeSphere ServiceMesh extension management Skill (Istio + Kiali + Jaeger). Use this skill for the ServiceMesh extension Configuration (covers installation, uninstallation, status checks),…

당근중고차 공개 웹 데이터로 차량을 검색하고, 돌쇠에서는 공식 계정 표면에서 문의·찜·거래 준비까지 진행한다.

A.I.G Scanner — AI security scanning for infrastructure, AI tools / skills, AI Agents, and LLM jailbreak evaluation via Tencent Zhuque Lab AI-Infra-Guard. Uses built-in exec + Python script, no plugin…

This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow TCP/UDP streams", "detect network…

Draft /goal prompts and explain persistent agent loops. Use for goal or Ralph loops, autonomous run setup, monitoring, and troubleshooting.

Use this skill for OpenFold2, NVIDIA's BioNeMo NIM microservice for monomer protein structure prediction. Invoke whenever the user mentions OpenFold2, AlphaFold2-like monomer folding, protein…

Durability and state persistence for TanStack AI chats with @tanstack/ai-persistence. Routes to server chat persistence (withPersistence), client persistence (localStorage/IndexedDB), the store…

YOLO 2026 — state-of-the-art real-time object detection

Cloudflare Workers best practices for production applications. Use when writing, reviewing, or configuring Workers.

ML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".

通过 GitHub MCP 管理仓库协作时使用，例如检索仓库、提 Issue、起草或创建 PR、查看评论、回复评审和做合并前检查。当用户要操作 GitHub 仓库协作流程而不是修改本地代码实现时优先使用。

Sandbox escape playbook. Use when breaking out of Python sandbox, Lua sandbox, seccomp filter, chroot jail, container/Docker, browser sandbox, or namespace isolation to achieve unrestricted code…

Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics, Mode C SOP compliance via the SOP tools. Not for standalone video summarization,…

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…

智能策略选股 — 基于 QuantDB 数据的条件选股。在 QuantBot / Claude Code 中按自然语言或条件筛选股票、构建股票池、生成策略时使用。触发词：筛选股票、股票池、条件选股、智能策略、按条件选股、自然语言选股、帮我选出

Systematic Fishbone analysis exploring problem causes across six categories

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and…

Publish a battle report after significant evolution progress.

Build the `geniesim_ros` colcon workspace inside the Genie Sim Docker container using the `geniesim ros build` CLI verb. Produces the `./devel` overlay that every `ros2 launch genie_sim_bringup …`…

Help users build robust infrastructure for measuring, monitoring, and iterating on AI product performance using human, code-based, and LLM-as-a-judge methodologies.

Why build on Ethereum — the AI agent angle with ERC-8004 identity, x402 payments, composability, and permissionless deployment. Corrects common misconceptions about gas costs, terminology, and network…