Devops AI Skills

OPS on-demand: This skill should be used when the user asks to "release the plugin", "publish ops…

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

Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.

Install-time cooldowns for npm/bun plus a sandboxed pre-install scan for bypasses. Use for supply-chain attacks or npm security.

Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering.

Selects and routes to the right architecture paradigm. Use when choosing patterns for a new system or comparing trade-offs before making architecture decisions.

Meta-skill for auditing and rewriting SKILL.md `description` fields per the agentskills.io optimizing-descriptions framework, layered with mizchi's two-track trigger policy (Meta =…

Builds a feature implementation plan from an existing feature specification (or equivalent context) through a facilitated team conversation. Use when the user wants to plan how to implement, build,…

Deploy and scale self-hosted n8n with Docker, PostgreSQL, and queue mode. Use when the user asks about self-hosting n8n, n8n Docker setup, n8n Docker Compose, n8n PostgreSQL config, n8n queue mode,…

Stand up Grafana Mimir for horizontally scalable, multi-tenant, long-term Prometheus + OTLP metrics storage. Covers monolithic / read-write / microservices deployment, S3 / GCS / Azure / filesystem…

在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务；按用户需求在默认 Q4_K_M、64K/128K 长上下文、QAT Q4_0 @ 256K、左右对比演示之间选择，配置 tmux…

Full Sentry SDK setup for React Native and Expo. Use when asked to "add Sentry to React Native", "install @sentry/react-native", "setup Sentry in Expo", or configure error monitoring, tracing,…

모든 주요 데이터 웨어하우스 방언(Snowflake, BigQuery, Databricks, PostgreSQL 등)에서 정확하고 성능이 뛰어난 SQL을 작성합니다. 쿼리 작성, 느린 SQL 최적화, 방언 간 변환, CTE·윈도우 함수·집계를 활용한 복잡한 분석 쿼리 작성 시 사용합니다.

Use when a mistake, correction, or surprise taught the workspace something that must stick — a retro or postmortem, the same agent error corrected twice, a resolved bug's root cause, scattered…

Plans authorized Wi-Fi, Bluetooth, RFID/NFC, SDR, and other radio assessments with explicit physical scope, transmission authority, disruption budgets, capture handling, coverage, and handoffs. Use…

Scaffold a new behavior definition with BEHAVIOR.md and optional scripts inside an existing addon or framework

Planning a frontend refactor: audits an existing React/Next.js frontend against Ring standards (architecture, design system, accessibility, testing) and produces a prioritized task list (findings.md +…

Scans the active workspace for disposable artifacts—logs, caches, stale build output, and stray draft markdown—and proposes consolidation of scattered assets. Produces a reviewable list, asks for…

Recommends the right Datadog products for a codebase and/or a stated goal — grounded in a tech-stack→product map and a use-case→product map built from Datadog product capabilities and common…

Investigate a security incident in Google Cloud — establishing what audit logging exists before trusting a gap, reconstructing activity from Cloud Audit Logs, triaging service-account and OAuth abuse,…

Unified database ORM, schema migrations, edge DBs, and Supabase CLI / Database ORM terpadu, migrasi skema, edge DB, dan Supabase CLI.

Quick-reference card for all ponytail modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /ponytail-help, "ponytail help", "what ponytail commands", "how do I use ponytail".

Otto's Irresistible Dance forces a creature to dance uncontrollably. The real-world version is compulsive engagement: designing something so compelling that people cannot stop interacting with it.…

InternVideo2-CLIP L14 (TAO video_clip) for video-text retrieval, zero-shot classification, embedding extraction, LoRA fine-tuning, ONNX export, and TensorRT deployment. Use when the user asks to…

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to…

Agents should invoke this skill for Docker Compose deployments, container updates, stack health checks, rollbacks, compose-file changes, image upgrades, failed deploys, or service restart planning.…

Implementing production iOS/Android/macOS native features (SwiftUI, Compose) and iterating a screen against a reference design. Not for cross-platform RN/Flutter (Port) or web (Artisan).

Help HR managers with HR compliance and workplace policies. Use when asked to write an employee handbook, develop OSHA compliance, manage EEO compliance, handle FMLA, conduct a compliance audit,…

Google Cloud Platform CLI - manage GCP resources. Use when working with Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, or other GCP services.

Flag Elastic-internal jargon in documentation and suggest plain-language replacements. Use when reviewing, writing, or editing docs to catch terms that external readers would not understand.

Bootstrap and operate a self-improving agent workspace. Scaffolds .learnings/ and memory/ directories, captures errors and learnings during a session, detects recurring patterns, recalls verified…

Get back to a known-good state, and know in advance which parts of a release cannot come back — destructive migrations, data the old version cannot read, messages already sent, published artifacts,…

本地项目部署到远程服务器，支持增量同步、部署钩子、回滚

Use this skill when an incident may have to be reported to an authority, customers or affected people, and the team asks "do we have to notify", "72 hours", "24 hour early warning", "is this a…

Use when containerizing PHP, Python, JavaScript, or API services with Dockerfiles, multi-stage images, Compose, CI builds, runtime permissions, and persistent dependencies.

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

Detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify GenericAll, WriteDACL, and WriteOwner abuse paths

Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability, setting up PDBs, or configuring GKE health probes…

Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers, implement middleware, set up API routes, add streaming SSR, write…

올라포케 역삼점의 메뉴·매장 정보·이벤트 참여 흐름을 remote MCP 서버 기준으로 안내한다. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.

Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development…

Deep-dive offensive methodology for dependency confusion and namespace attacks across all major package ecosystems. Covers npm scope confusion exploiting the gap between public and private scoped…

Use this skill when the user wants to launch a new AltClaw, OpenClaw, PicoClaw, or Ottie deployment through Cloud Claw. Covers the same user-facing fields and constraints exposed in the Cloud Claw UI,…

LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression,…

Use when the user wants to view, search, add, edit, prune, archive, or clear hyperflow memory entries. CRUD interface for `.hyperflow/memory/` — never modifies source code, only memory files. Trigger…

Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building Blocks (KVStore, DistributedTable, Database, AuthBasic,…

Move a validated imaging model from retrospective performance toward clinical use — design the clinical-use scenario, model outputs, reader (multi-reader multi-case) studies of…

Use when 把任何批次的改动发到 Prismer 测试环境（test.docbrew.cn / APP_ENV=test），或听到「发测试 / 发 test / 上测试环境 / deploy test / 打 ali-k8s-test tag」。涉及 develop 部署、test 迁移通道、runner 节流时必读。

Analyze JS bundles and source maps for hardcoded secrets, API keys, JWTs, and internal endpoints

Instrument applications and infrastructure with OpenTelemetry for unified traces, metrics, and logs. Use when implementing distributed tracing, service-level troubleshooting, or vendor-neutral…

Install and configure NVIDIA NemoClaw (sandboxed OpenClaw agent platform) on Linux. Handles cloudflared tunnels, Docker cgroup fixes, OpenShell, sandbox creation, remote access via Cloudflare Tunnel,…