Devops AI Skills

Deploy and manage Cloudflare Workers, Pages, R2, D1, KV. Use when working with wrangler, Cloudflare Workers, or edge deployments.

Deployment guidance and checklist for dev, staging, and production environments. Creates a checkpoint before deploy and provides a structured pre-deploy checklist. Use proactively when user mentions…

Guides agents through Scala-based data engineering on JVM runtimes. Use when building Spark, Flink, Kafka Streams, or other Scala data jobs that require explicit build, packaging, type, and runtime…

Write or repair documentation that stays true to the system it describes — README, setup guide, how-to, API reference, architecture explanation, release notes, runbook — by fixing the reader and the…

Use when oTP behaviors including gen_server for stateful processes, gen_statem for state machines, supervisors for fault tolerance, gen_event for event handling, and building robust, production-ready…

Query biomedical databases via the Biomni AgentCore Gateway MCP server for protein lookup, variant interpretation, pathway analysis, drug-target associations, and genomic annotations. Use when asked…

Use when implementing or reviewing a Next.js App Router application with server and client components, route handlers, middleware, caching, authentication, streaming, or deployment. Use…

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running…

Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI Act + US state patchwork, AI cost economics (API-to-self-hosted…

Prometheus monitoring expert for PromQL, alerting rules, Grafana dashboards, and observability

Kakao Local (장소 검색·주소-좌표 변환) + Kakao Mobility (자동차 길찾기) 를 k-skill-proxy 경유로 조회한다. 사용자 키 불필요. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.

Verify a production fix by linking the changed code and release to Sentry issue state and post-release event trends without resolving issues prematurely.

Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks. Do not use as the primary route for dedicated OWASP/security audits,…

Use for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill. Trigger on NVIDIA products, hardware, software, SDKs, GPUs, Jetson/JetPack/L4T/BSP/SDK…

Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. Prevents AI agents from directly fetching secret values and teaches runtime dynamic references…

Design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues. Use when the user mentions "system design", "scale this", "high…

Use when evaluating John Templeton-style global contrarian value: buy at points of maximum pessimism, search worldwide, and demand a large discount to long-term value.

云 IAM 权限审计与提权。当获取了云平台凭据（AWS AK/SK、Azure SPN、GCP SA、腾讯云 SecretId/SecretKey）需要评估权限范围和提权路径时使用。覆盖 AWS/Azure/GCP/腾讯云的 IAM/CAM 策略分析、常见提权路径（PassRole、AssumeRole、Lambda/SCF 提权）、跨账号攻击、CloudTrail/CloudAudit…

Request human approval before performing a SAFETY-CRITICAL, IRREVERSIBLE, or SCOPE-EXPANDING action — submit a structured context (action, scope, risk, consequence) plus options, then STOP the current…

Azure cost management: query costs, forecast spending, optimize to reduce waste. WHEN: "Azure costs", "Azure bill", "cost breakdown", "how much am I spending", "forecast spending", "optimize costs",…

Transcribe speech to text using Apple's Speech framework. Use when implementing live microphone transcription with AVAudioEngine, recognizing recorded audio files, handling speech and microphone…

Cloudflare's official cf CLI (beta) for the public Cloudflare API and Workers projects. Use for finding and running Cloudflare commands from the terminal — sign-in and profiles, cf cli search, cf…

When you want to set up an agent loop, cron-scheduled task, or recurring workflow that runs autonomously. Judgment layer on top of Claude Code's ScheduleWakeup, CronCreate, and /loop — or, on other…

迭代执行流水线代码实现阶段。基于 tasks.md 调用 /speckit.implement 以 TDD 模式完成全部任务。 本子 skill 不创建/切换分支，重试策略为原地修复；仅在跨 attempt 回退时做 git 路径级 checkout。 命令详见 ../references/subagent-prompt-template.md §2.5。

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

Generates achievement celebration UI with confetti animations, badge unlocks, progress milestones, haptic feedback, and optional share-to-social. Use when user wants to celebrate achievements, show…

TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds value, key patterns, state explosion management, and alternatives comparison.

Weekdays, file work only, no browser at all. Reads every ledger and run record since its cursor, resolves which drafted changes actually merged by reading the commit graph rather than a dashboard,…

Fetch HexDocs for Elixir libraries with HTML-to-markdown conversion. Use when looking up docs on hexdocs.pm — modules, functions, guides, changelogs.

OPS on-demand: This skill should be used when the user asks to "unifi", "cameras", or "/ops:ops-unifi"

Creates and scaffolds a new Spring Boot project (3.x or 4.x) by downloading from Spring Initializr, generating package structure (DDD or Layered architecture), configuring JPA, SpringDoc OpenAPI, and…

SQL injection screening for host code (MoonBit / TS / Rust) plus secretlint setup notes. Flags single-line template-literal or string-concat SQL builders, regardless of value source — the scanner is…

Create professional technical diagrams as standalone animated HTML files with SVG graphics, flowing effects, dark/light theme toggle, and export support. Use this skill when the user asks for system…

Backend architecture guidance. Use when planning, building, or migrating an API or backend; choosing between Functions, Services, containers, Workflow, Queues, and Marketplace databases; or selecting…

Build original LangGraph agents for Warden Protocol and prepare them for publishing in Warden Studio. Use this skill when users want to: (1) Create new Warden agents (not community examples), (2)…

Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts, Slurm clusters, container-via-bridge runners, and managed-API providers (Modal,…

Regenerate AGENTS.md with vendor-neutral content for multi-platform support

Writing a structured markdown dev report for a completed development epic: reads accumulated epic metrics (TDD, coverage, delivery, lint, file-size, license), computes a quality score with tiers, and…

PLANNING SPINE STEP 1 of 3 — Scope the work: define what is in and out of scope and save as specs/product/SCOPE_LATEST.yaml. Use before slice-tasks or plan-release on any new initiative. Not a…

Define, deploy, and manage cloud infrastructure as code using tools like Terraform, Pulumi, CloudFormation, and CDK, ensuring consistency, repeatability, and version control. Use when the user…

Govern Git push and environment promotion at Verify and Final gates. Use after validation when changes must reach test or production, including Vercel deployments.

Design complete streets with proper cross-sections, lane allocation, pedestrian and cycling infrastructure, intersection design, and streetscape elements using NACTO and global standards. Use when the…

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

Initialize a new project with PROJECT.md + ROADMAP.md in .project/, set up jira and studio, and route to the first sprint. Use when starting a new project, onboarding a new codebase, or setting up…

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write…

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

Foresight produces bounded forecasts with explicit uncertainty to guide decisions. It is NOT: - Preflight checks: Verifying prerequisites before executing a known action (disk space, backups,…

Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for open-set segmentation guided by text prompts. Use when training, evaluating, exporting,…

Start here for Summer multiplayer: how authority, clients, Worlds and Sessions fit, and what comes next.

Handles containerization, CI/CD pipelines, and deployment setup.

Orchestrating multi-session parallel execution via Claude Code Agent Teams API and Codex CLI Subagents — launch, manage, coordinate concurrent tasks. Use when parallel work is needed.