Devops AI Skills

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

Investigate and triage runtime incidents involving the Adobe Dispatcher Apache HTTP Server module and related HTTPD configuration in AEM as a Cloud Service environments only, using runtime-backed MCP…

Regenerate .cursorrules for Cursor with preserved team directives

Turn an account of a patient-safety incident into a complete, factual, blame-free report.

Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for…

Collect operator-level performance data on Ascend NPU using msopprof tool. Supports both device mode and simulator mode, generates performance analysis reports. Use this skill when the user wants to:…

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, Flink,…

Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing…

Reverse engineer Go-compiled malware in Ghidra by parsing Go buildinfo and pclntab structures, recovering stripped/obfuscated function names (e.g. via GoResolver), and extracting embedded…

Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with…

Write and run integration tests against a GenLayer environment.

Container escape playbook. Use when operating inside a Docker container, LXC, or Kubernetes pod and need to escape to the host via privileged mode, capabilities, Docker socket, cgroup abuse, namespace…

Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens…

Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a Dockerfile and Kubernetes manifests, validates against…

Read and write Langfuse: browse traces and observations, list prompts and datasets, score traces, add dataset items. Trigger phrases: langfuse, llm observability.

Help users design high-performing product and engineering organizations by choosing the right reporting models, team sizes, and cross-functional partnerships. It focuses on reducing friction and…

Provision and manage RDS databases. Configure backups, replication, and security. Use when deploying managed relational databases on AWS.

Maps the full set of legal obligations for the EU AI Act based on role + risk tier, producing an actionable compliance matrix with RACI assignments and implementation priorities. This skill should be…

TAPD 需求评审技能。用于需求澄清或需求拆分结果已回写 TAPD 后，发起评审、@指定评审人、 读取父单和子单评论、汇总待处理意见，并在满足评审通过规则前，驱动 重新澄清或重新拆分。Use this skill whenever the user mentions 需求评审, review需求, 评审澄清结果, 评审拆单结果, TAPD评论处理, 需求review闭环, 需求待审批, or…

Expert knowledge for Azure Database Migration Service development including troubleshooting, decision making, limits & quotas, security, integrations & coding patterns, and deployment. Use when…

Improve the agent itself, or audit its recent performance - better skills, prompts, workflows, and config, plus a quality/reliability/memory-hygiene review of what it did and what failed

Haskell language-specific patterns, GADTs, type classes, and effect systems

This skill should be used when the user asks to "ops command center", "/ops:ops", or "run the business". Single discovery router for all business operations — communications, projects, infrastructure,…

Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters…

Optimize performance of the Adobe Dispatcher Apache HTTP Server module and related HTTPD configuration for AEMaaCS cloud workflows only, with cloud-specific baseline and runtime verification.

Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.

Compliance expert for snyk-agent-scan — the agent skill file scanner — NOT for other Snyk CLI tools (snyk test, snyk code SAST, snyk iac, snyk container). Fixes alerts through content restructuring,…

Urban regeneration, brownfield redevelopment, heritage-led renewal, and neighborhood revitalization strategies. Covers site remediation assessment, adaptive reuse frameworks, catalyst project design,…

Synthesized reference notes from three US Government vehicle-safety sources: NHTSA Cybersecurity Best Practices for the Safety of Modern Vehicles (updated 2022, final), NHTSA Automated Driving Systems…

Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, implements actors for thread…

Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics.

Run a prompt or command on a recurring interval. Useful for monitoring, polling, or periodic checks. Triggers: loop, recurring, interval, monitor, poll, cron, 반복, 주기적, 모니터링, ループ, 定期的, 監視, 循环, 定期, 监控,…

Enforces timeout-aware rollbacks, resumable checkpoints, and orphan cleanup for serverless Spark workloads on AWS Lambda, Glue, and similar runtimes. Use when writing or reviewing Spark jobs in…

Use when implementing technical SEO strategies, optimizing site speed, mobile optimization, structured data implementation, XML sitemaps, and crawlability. Includes SEO audits, performance…

Use when several strategies share one portfolio-margined account and you need to estimate how much collateral cross-margining frees versus margining each sleeve standalone, using SPAN-style spread…

Official Expo skills for building, deploying, upgrading, and debugging Expo apps, from the Expo team. Covers Expo Router, native UI and animation, data fetching, native modules, SDK upgrades, and Expo…

Detect and analyze heap spray attacks in memory dumps using Volatility3 plugins to identify NOP sled patterns, shellcode landing zones, and suspicious large allocations in process virtual address…

Orchestrate the release team — release-manager, qa-lead, devops-engineer, producer — to execute a release from candidate to deployment.

Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for…

케이리그 경기 결과와 현재 순위를 날짜/팀 기준으로 조회한다. 공식 JSON 엔드포인트와 kleague-results npm 패키지를 사용한다.

Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.

Hyperflow planning phase. Use when a request needs shaping before code — a rough prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. Verbs like plan, design,…

Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration…

The discussion-only playbook for a Persona — a council participant instantiated as a real agent from the `persona` role template (SS-02). Use this when you have been convened into an expert roundtable…

Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN:…

Build and troubleshoot Cloudflare K2 or K2 Streams durable logs. Use for stream setup, producing from Workers or HTTP, configuring retention and inputs, and consuming through subscriptions.

Configure S3 buckets, policies, and lifecycle rules. Implement versioning, replication, and security. Use when managing object storage on AWS.

Generate a CCAM reliability report from session outcomes, hook events, alerts, tool failures, and data freshness. Use for health reviews, incident follow-up, hook-delivery audits, or reliability trend…

Design and run a monitoring system for a website or web app. Use this skill when setting up uptime checks, defining SLOs, configuring error tracking, choosing what to alert on, designing on-call…

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

Compose and send a one-off email to a named recipient via Resend - written in the operator's voice, then sent in-run through the shared send caps with an operator audit copy