Devops AI Skills

Model cascading & complexity-scored routing (Grok, Gemini, Claude) / Routing kaskade model & scoring kompleksitas (Grok, Gemini, Claude).

Build React Three Fiber geometry, custom buffers, instanced meshes, points, and lines. Use for shape construction and geometry draw-call optimization, rather than material appearance.

Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions. Invoke to create architecture diagrams, write Architecture Decision Records…

Protocolo de respuesta ante incidentes en produccion: triaje, mitigacion, causa raiz y postmortem. Usar ante caidas, errores criticos, incidentes de seguridad o degradacion de servicio.

Deploy vLLM using Docker (pre-built images or build-from-source) with NVIDIA GPU support and run the OpenAI-compatible server.

Use when building features that execute untrusted user code, AI-generated code, or need isolated code execution environments. Covers the @deno/sandbox SDK.

Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data. Use when a user wants to host an API,…

Svelte deployment guidance. Use for adapters, Vite config, pnpm setup, library authoring, PWA, or production builds.

Check the health of a data table/asset using Monte Carlo. Activates on "how is table X", "check health of X", "is X healthy", "status of X", "check on X table", or any health/status question about a…

Track PyMC experiments with MLflow, record sampling configuration and diagnostics, save and retrieve DataTree artifacts, and compare runs. Use for pymc_marketing.mlflow autologging, MMM model…

Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation. Use when the user needs to run Render CLI commands, script deploys in CI/CD, authenticate with an…

Unified health dashboard for all configured homelab services. Use when the user wants to check service status, verify credentials work, see which services are reachable, or diagnose connectivity…

When the user wants to deploy AI sales development reps, automate sales qualification, build signal-to-action routing, or design AI agent architecture for sales. Also use when the user mentions 'AI…

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

Structured safe-change workflow for documented codebases. Reads and writes only canonical YAML artifacts under a resolved structured docs root.

Generate production-ready Dockerfile for any GitHub project. Supports monorepo, multi-stage builds, workspace detection, and iterative build-fix cycles. Use when user asks to create, generate, write,…

Convert or migrate Azure ARM (Azure Resource Manager) templates, Bicep templates, or code to Pulumi, including importing existing Azure resources. This skill MUST be loaded whenever a user requests…

Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data. Use when a user wants to host an API,…

Audits a repository's GitHub Actions workflows for CI optimization opportunities — missing caches, redundant setup, sleep-based readiness, long test jobs without sharding, full-history checkout, dead…

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

Generate and validate Pangolin Newt blueprint configurations in YAML or Docker Labels format. Use when creating Pangolin resource configurations, proxy resources, client resources, authentication…

隐性知识挖掘：通过结构化对话提取用户"只可意会不可言传"的判断标准。 基于 Polanyi 隐性知识理论 + CDM/Laddering/Repertory Grid 方法。 触发词：挖隐性知识、深度访谈、了解我、聊聊我的想法、tacit、 你还不够了解我、我想让你更懂我、挖一挖。 不应被"写文章""采写""排版"等写作/发布类指令触发。

Use when user says "开始做", "帮我改", "实现", "修复", "继续推进", "编码", "写代码", "开发", "重构", "做个", "coding", "implement", "fix", "refactor", "build", /pace-dev, or explicitly requests to start/continue/resume coding…

Deploys and operates a LiveKit agent in production: shipping a version to LiveKit Cloud and rolling it back, secrets and configuration, the worker process model and prewarming, safe async inside…

Structured guidance for AWS CloudFront distributions, WAF web ACLs, Lambda@Edge, CloudFront Functions, Firewall Manager multi-account enforcement, and IAM/IRSA patterns. Covers OAC, cache policies,…

Active Directory Certificate Services (AD CS) abuse — ESC1-ESC15 attack patterns, PKINIT, PetitPotam to AD CS to Domain Admin chains, CVE-2022-26923 (Certifried), Shadow Credentials, Golden…

Core Catalyst project setup — directory structure, environments, CLI commands, and all Catalyst IDs (Project ID, ZAID, Table ID, Segment ID, Org ID). Trigger on 'start a Catalyst project', 'what is…

Assess Azure resource capacity, quota utilization, and growth trends to prevent outages from resource exhaustion. Use when asked about capacity, quotas, scaling readiness, load testing prep, Black…

分析番茄等网文平台的长篇小说与短故事后台数据，校验统计口径和刷新状态，拆解分发、点击、阅读、前三章/分段留存、回访与追更漏斗，识别真实异动并下钻到具体章节或段落，形成可验证的改文实验。用于 story-data-analyze、数据分析、后台数据、推荐数据、在读人数、跟读率、读完率、短故事点击率/15秒/30秒/60秒/触底率、修改后是否变好、为什么读者流失、该改哪一章或哪一段等请求。

Use when: you want to optimize an OpenClaw setup (v2026.2.23+) — cost reduction, model routing, provider configuration, context management, cron automation, sub-agent architecture, skills, or agent…

Create and push reusable skills to SkillNote from Codex when repeated instructions are detected or the user says "create a skill", "save this pattern", "push a skill". Guides drafting, review,…

Use only when verifying or troubleshooting OCI Landing Zone Orchestrator contract/runtime behavior such as rms-facade source settings, dependency and output files, stack sequencing, duplicate…

Review dead letter queue implementations for completeness using the Lenses MCP server. Checks DLQ topic existence, configuration, monitoring, metadata preservation, retry logic, reprocessing paths and…

Implement Laravel 13 changes or upgrade Laravel 12 to 13 using verified package versions and project conventions. Use only for the installed or requested major; optional framework features are not…

Guided, Muse-operated deployment of Cloudflare WARP on a personal Zero Trust team with the MASQUE tunnel protocol. Use when someone says WARP won't connect, WARP is stuck on connecting, WARP is slow,…

Automates the creation of professional-grade Antigravity skills. Incorporates best practices for progressive disclosure, resource organization, and automatic agent registration.

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web…

Build backend APIs for Chrome extensions. NestJS + MongoDB (Mongoose) recommended stack. Auth, webhooks, license verification, CORS. Use when: backend, API, server, database, license, webhook.

Use during or when preparing for a production incident — declaring it, incident command roles, the live incident document, status updates, mitigation, handoff, drills — and when systematically…

Use when programmatically creating, modifying, or querying Dataverse schema and metadata via the Web API (OData v4.0). Covers table/column/relationship definitions, solution ALM, form and view XML…

Gap assessment of AI system security against the ISO/IEC 27090:2026 guidance, with a threat-based checklist, maturity scale and a short client-ready report.

Argues that emotional intelligence becomes strategically critical precisely because of AI -- not despite it -- and provides leaders with practices for developing the soft skills that constitute the…

Expert guidance on writing GitHub Actions workflows. Use when: (1) writing or editing any file under .github/workflows/, (2) choosing between an existing action and a shell script in CI, (3) picking…

Interactive onboarding assistant for Sysdig Secure. Guides users through connecting AWS, GCP and Azure cloud accounts, Kubernetes clusters (including Windows nodes), and Linux hosts to Sysdig, plus…

管理 AI 应用的登记、拓扑和用量成本。

Implements and configure Syncfusion .NET MAUI Autocomplete (SfAutocomplete) control for intelligent text input with suggestions. Use when implementing autocomplete, autosuggest, type-ahead search,…

Create Confluent-specific skills for external users. Use this skill when users want to create, build, or author a new skill related to Confluent Cloud, Confluent Platform, Apache Kafka, WarpStream,…

Teaches AI agents how to use reskill — a Git-based package manager for AI agent skills. Covers CLI commands, install formats, configuration, publishing, and common workflows.

Kubernetes Pod 管理与调试

Build an eval suite that can actually detect a regression — cases pulled from real traffic, graders that check properties rather than vibes, a recorded baseline, and per-case diffs in both directions.…

Pins one end of a cable with the support hand before any crossing is attempted — asks the support-hand planner for the anchor grasp as joint-space legs, refuses it when its worst IK error is past the…