Devops AI Skills

Rate a SkillNote skill after using it in Codex. Called after applying a skill to record a 1-5 rating and outcome.

Use when handling customer-facing OCI landing zone design or deployment questions, especially when the customer describes an outcome such as running OKE and may not know repo terms such as One-OE, hub…

Audits views for compliance with Apple's Dynamic Type accessibility nutrition label. Checks that text scales with the user's preferred size, fonts use text styles or UIFontMetrics, and layouts adapt…

Analyse Kafka consumer group lag using the Lenses MCP server. Diagnoses lag causes (throughput bottlenecks, rebalancing, partition skew, stalled consumers) and suggests remediation. Use when user says…

Generates robust, cross-platform launcher scripts (Windows .bat, Unix .sh, Mac .sh) with dependency checking, .env handling, and graceful shutdown logic.

Execute and suggest AWS CLI commands across all AWS services via natural language or direct CLI syntax. Use when user needs to manage EC2, S3, IAM, Lambda, RDS, or any other AWS resource.

Read the Convex deployment's 72h insights (read limits, OCC contention), root-cause each event in code, report evidence-backed perf/cost findings with fixes.

Use when developing, registering, or deploying Dataverse plugins (C# server-side extensions). Covers the IPlugin interface, execution pipeline stages, entity images, common patterns (auto-numbering,…

Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to…

Debug CI failures in unfamiliar repo pipelines. Reads CI configs, fetches failure logs, classifies the failure type, and guides the user through diagnosing and fixing the issue. Use when CI fails on…

Design VictoriaMetrics stream aggregation rules to reduce cardinality, sample frequency, or query load. Use whenever the user wants to apply, plan, or troubleshoot stream aggregation…

管理数字员工的登记、授权、上下线和运行指标。

Guides agents through Apache Beam pipelines that unify batch and streaming logic. Use when designing Beam transforms, windowing, runners, replay behavior, or portability across execution backends.

Write and debug Flink SQL that runs on Confluent Cloud, enforcing the CC-vs-Apache-Flink (OSS) dialect boundary. Use when the working directory is a Confluent Cloud Flink workspace, when a Flink SQL…

Matter budgeting and ongoing WIP/variance monitoring. Build phase-based fee estimates at matter setup, run bottom-up budgets by jurisdiction or workstream, calculate contingency, and structure AFA…

Kubernetes Deployment 管理

Deploys a complete monitoring stack with Prometheus, Grafana, and Node Exporter using Docker Compose.

Investigate an escalated data-exfiltration alert. Quantifies what actually left — volume against baseline, the data's sensitivity, and the destination — attributes the transfer to a principal and…

Cloud account coverage and sync-health audit — lists every connected cloud account, sync status, scanner deployment, integration health, and flags blind spots before any audit, investigation, or…

Expert knowledge in AI/ML development, model deployment, and MLOps practices

Mobile development intelligence. 12 domains, 9 stacks, 250+ entries. Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check mobile code. Domains:…

Review CI/CD pipeline definitions - action/step pinning by SHA, token and credential permission scoping, secret exposure to fork-PR triggers, and cross-branch cache poisoning. Load when a diff touches…

Wire Alchemy into application code (server, backend, dApp, script) using a standard API key. Preferred app-integration path for normal server/backend usage. Covers EVM JSON-RPC, Token API, NFT API,…

Diagnose failed Apache Spark and PySpark applications from History Server evidence, logs, and cluster-manager state. Use for driver or executor crashes, out-of-memory errors, fetch failures, task…

Use this skill when a company needs rules for how staff use company systems, data, devices and AI tools, or asks "write our acceptable use policy", "AUP for employees", "can staff use ChatGPT at…

Build, sign, and package Android apps with Gradle before uploading to Google Play. Use when asked to create an APK or AAB, configure signing, or set up build pipelines.

Use for module boundaries and dependencies. Triggers: circular import, coupling, barrel, re-export, validation placement, 모듈 경계, 순환 참조.

當任務涉及修改檔案、設定、資料庫或部署時觸發。當除錯連續失敗 2 次以上時觸發。當即將猜測或假設而沒有證據時觸發（「應該是」「可能是」「我覺得」「感覺是」）。當把問題推給用戶時觸發（「請你檢查」「建議您手動」「你可能需要」）。當改完東西沒有驗證就說完成時觸發。當下結論或判定根因時觸發。當有工具卻不用時觸發（有 WebSearch 不搜、有 Bash 不跑、有 Read…

Author a work order for a boringoperator lane (terra build or sol review) with proper context loading, per James's professional-process directive

Application Lifecycle Management for Power Platform. Use when: setting up CI/CD pipelines, GitHub Actions, solution deployment, environment variables, connection references, managed solutions, Power…

Audit existing UI code against all 30 Laws of UX, scoring compliance 0-60 with prioritized code fixes. Use when user says "review UX", "UX audit", "audit this page", "check UX compliance", "score this…

Use when designing or reviewing an application's overall layout shell — deciding between sidebar+main, top-nav, three-pane, master-detail, dashboard grid, or mobile tab shell; sizing panels and…

Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that…

Add security scanning to CI/CD with Strix — GitHub Actions, GitLab CI, or any pipeline — so every pull request gets a diff-scoped AI pentest that blocks vulnerable code before it merges, with results…

Generate CI/CD configuration for Linear Release. Use when setting up release tracking, configuring CI pipelines for Linear, or integrating deployments with Linear releases. Supports GitHub Actions,…

马斯克的思维操作系统。基于传记、播客、推文、法庭证词、决策记录和外部批评的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用马斯克的视角分析问题、审视决策、拆解成本结构、挑战行业假设。 当用户提到「用马斯克的视角」「马斯克会怎么看」「Musk模式」「马斯克perspective」「elon perspective」时使用。…

VP of Engineering advisory for startups: delivery throughput (DORA 4 metrics + bottleneck identification), engineering hiring funnel (sourcing → screen → onsite → offer conversion + time-to-fill +…

Stripe checkout, pricing, subscription, Pro plan, webhook, and entitlement runbook for cmux billing work. Use when editing or debugging billing, pricing, Stripe Checkout, subscription recording, Pro…

Local development guide for the Happy monorepo. How to build, install, test, and run the CLI, server, mobile app, and desktop (Tauri) locally. Use when the user types /dev, asks how to "build", "start…

Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results",…

Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA (MXLA) Hang Analyzer` (`gcloud alpha mldiagnostics…

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

Generate canonical FrontendIntegration YAML from a simplified single-menu authoring model for frontend-forge.

Use when Playwright visual snapshots in e2e/visual.spec.ts-snapshots/ need to be regenerated after a UI change (logo, theme, layout, anything that affects rendered pixels) and the integration suite…

Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work — deploying to SageMaker, creating…

Migrates Next.js projects to vinext (Vite-based Next.js reimplementation). Load when asked to migrate, convert, or switch from Next.js to vinext. Handles compatibility scanning, package replacement,…

GS Quant의 Instrument/Data 구조화 방식에서 영감을 받아 한국 채권을 표준 Bond Instrument 필드로 정리하고, 종목명·발행사·ISIN으로 발행조건·잔액·CALL/PUT·CB/EB/BW를 출처와 함께 검색·비교한다. Use for Korean bond lookup or comparison. Not for live quotes,…

使用 Markdown `html:preview` 围栏输出轻量静态 HTML/CSS 可视化。当普通 Markdown 难以清晰表达数值对比、层级关系、流程、时间线、关键指标或布局示意，或用户明确要求可视化 HTML 预览时使用。询问 HTML 源码、教程示例或可复制代码时不要使用。

Complete deBridge Protocol SDK for building cross-chain bridges, message passing, and token transfers on Solana. Use when building cross-chain applications, bridging assets between Solana and EVM…

Helps users generate, edit, and validate mirrord.json configuration files for mirrord (MetalBear). Use when the user wants to connect their local process to a Kubernetes environment, configure…

Trigger when the user asks to write a commit message, generate a commit from staged changes, review a diff before committing, or says "/commit". Reads git diff --staged and produces an opinionated,…