Devops AI Skills

Use when the user wants to manually flush a deferred-commit queue from a prior or interrupted chain. Reads .hyperflow/commits-queue/manifest.json, fast-forwards the staging branch onto the user's…

Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container Registry). Covers general EKS knowledge, Karpenter,…

Printing Press CLI for Clickhouse Cloud.

阿里云渗透测试方法论。当目标使用阿里云服务、发现 oss-*.aliyuncs.com 资产、获取阿里云 AccessKey（LTAI 开头）、在 ECS 实例内部可访问 100.100.100.200 元数据、或需要对阿里云 RAM/ECS/OSS/RDS/ACK/FC 等服务进行安全评估时使用。覆盖 RAM 提权、ECS 接管、OSS Bucket 利用、RDS 数据库攻击、ACK…

Iterative PDCA cycle for systematic experimentation and continuous improvement

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

For a code change, pick the right test tier by change surface, run apc test with baseline diff, and report only NEW reds vs baseline back to the task's acceptance criterion. Separates env_blocked from…

Create, manage, and deploy Helm charts for Kubernetes package management. Build reusable chart templates, manage releases, configure values, and use Helm repositories. Use when packaging Kubernetes…

When the user wants to plan product distribution via marketplaces, app stores, or third-party platforms. Also use when the user mentions "distribution channels," "marketplace listing," "app store…

Respond to a breaking PR crisis: severity, holding statement, stakeholder messages, timeline. "draft a holding statement fast"

迭代执行流水线需求分析阶段。通过 TAPD MCP stories_get 拉取迭代中所有需求详情， 将 description 字段（完整 Markdown 内容）直接保存为需求文档，基于 parent_id 字段自动识别父子关系和独立需求，从需求文档的"依赖关系"章节提取显式依赖进行 拓扑排序，确定实现顺序，更新迭代状态。

Expert knowledge for Azure Container Storage development including troubleshooting, decision making, limits & quotas, security, and configuration. Use when configuring Elastic SAN-backed pools, CMK…

Three recap modes - default synthesizes agent health, community growth, and economic activity into a was-it-worth-it verdict; ops recaps what shipped and failed; push ranks push impact.

Monitor Cloudflare Workers deployments, bindings, and build insights.

DIVIO/Diataxis four-quadrant documentation framework - type definitions, classification decision tree, and signal catalog

OPS on-demand: This skill should be used when running any ops skill, or when the user asks to "ops…

Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security hardening, and autoscaling. Use when deploying workloads to…

Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.

On-demand senior red-team lead advisor. Call at a decision point or obstacle to get wiki-grounded direction instead of hammering blindly. Dispatches a fresh RTL subagent that reads the engagement…

Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection. Use when curl, agent-browser, Playwright, or another automated request reaches a Vercel login or…

Exploit Cross-Site Request Forgery (CSRF) vulnerabilities during authorized penetration testing.

Use when designing, querying, or troubleshooting the Financial Services Cloud data model — including managed-package (FinServ__ namespace) and Core FSC (standard objects, no namespace) object…

Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps

Sum of the Parts valuation, segment-based valuation, conglomerate valuation, business segment analysis, breakup value, segment sum valuation, parts worth more than whole, hidden asset value

Package registry publishing for npm, crates.io, PyPI, and Homebrew. Verifies prerequisites, runs the publish command, confirms success, and surfaces actionable error hints on failure.

Run digital forensics and incident response — triage, evidence acquisition with chain of custody, host and cloud artifact analysis, timeline reconstruction, scoping, containment, eradication, and…

Use when listing, adding, or onboarding team skills from the directives repo to the agent's skills directory; --all installs every default and external skill at once.

Apply climate-specific urban design strategies for hot-arid, tropical, temperate, and cold climates. Covers building orientation, street alignment, shading strategies, wind management, vegetation…

Turn a first notification of loss into a structured, complete claim record.

Production Docker containerization, BuildKit, distroless, and Compose / Kontainerisasi Docker produksi, BuildKit, distroless, dan Compose.

Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test…

Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than DINO with competitive accuracy. Use when training, evaluating, exporting,…

Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next…

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR),…

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

Product-Led Growth with Web/CLI measurement validation and pricing acceptance, covering freemium model design, self-serve onboarding, activation metrics, and the transition from individual users to…

Releasing CLI tools. GitHub Actions build matrix, artifact staging, Releases, checksums.

专注于构建可靠数据管线、湖仓架构和可扩展数据基础设施的数据工程专家。精通 ETL/ELT、Apache Spark、dbt、流处理系统和云数据平台，将原始数据转化为可信赖的分析就绪资产。

Triages a PR comment — from a bot (Copilot, CI) or a human reviewer. Routes to the `triage_helper.py` helper for identity checks, thread snapshotting, isolated-worktree fixes, and…

DNS Attacks exploit the Domain Name System protocol for reconnaissance, spoofing, tunneling, and data exfiltration. DNS is a foundational infrastructure service that is frequently misconfigured,…

Run hygiene as a recurring service with alerting on new debris, not as an occasional rescue when the disk fills.

Manage the MoltBot A2A Hub — register agents, search the registry, relay messages, and stream responses. Use when working with the A2A agent-to-agent protocol hub deployed at a2a-hub.fly.dev.

Guides agents through metadata platform and lineage workflows using OpenMetadata, DataHub, or OpenLineage-compatible systems. Use when improving discovery, lineage quality, metadata governance, or…

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal…

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…

Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, generating,…

Next.js expert for App Router, SSR/SSG, API routes, middleware, and deployment

Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use when designing prompts for new LLM…

인터넷등기소(IROS)에서 법인/부동산 등기부등본(등기사항증명서) 발급을 준비하고, 사용자가 직접 로그인·결제한 브라우저 흐름 안에서 장바구니·열람·저장을 안전하게 보조한다. 돌쇠에서는 가능한 가장 가까운 합법적 공식 단계까지 준비한다.

Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare. Do NOT use…

Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specific skill. Supersedes general training-data…