Devops AI Skills

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Builds production voice bots and IVR with Python STT/TTS pipelines. Use when designing telephony, streaming audio, latency budgets, or voice quality monitoring.

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

Help HR and technical recruiting teams hire, screen, and interview cloud engineering candidates (AWS/Azure/GCP, DevOps, cloud architecture). Use when asked to write a cloud engineer job description,…

Assess buyer search coverage across traditional SEO, AI/answer engines and programmatic search. Use for SEO audits, rankings, AI citations, visibility gaps, scaled page opportunities, indexation and…

Analyse labelled climate time series and gridded or station observations with checked calendars, aggregation, climatological baselines and spatial validation. Use for climate anomalies, regional…

Installs and runs the kube-bench tool against a Kubernetes cluster as a Job, DaemonSet, or standalone binary, selecting the correct benchmark version and targets (control plane, etcd, kubelet, worker…

Canary releases with automatic promotion and rollback using Flagger on Flux. Shifts traffic through Gateway API HTTPRoute weights (Envoy Gateway for north-south, Linkerd for east-west), gates each…

Attacks for exfiltrating data from compromised networks and bypassing DLP/egress controls. Covers DNS tunneling, ICMP/HTTPS tunneling, protocol smuggling, steganographic exfil, cloud-native exfil…

Evaluate existing capabilities during rebuild programmes.

腾讯云迁移平台（CMG/MSP）全流程能力。触发词：资源扫描、扫描阿里云/AWS/华为云/GCP资源、生成云资源清单、选型推荐、对标腾讯云、推荐规格、帮我推荐、给我推荐、ECS对应什么腾讯云产品、成本分析、TCO、迁移报价、询价、价格计算器、cmg-scan、cmg-recommend、cmg-tco

Write and review GitHub Actions workflows that fail honestly and finish fast enough to be trusted — least-privilege permissions, untrusted pull request input, caching keyed on the right thing,…

Tune a detection that a non-human identity keeps firing — an infrastructure-as-code role creating IAM resources, a cloud service launching instances on schedule, an integration or backup account…

Use this skill when the periodic policy review is due or overdue, or someone asks "run the annual policy review", "our policies are out of date", "re-approve the policies before the audit", "what…

Use when designing, implementing, administering, tuning, backing up, restoring, monitoring, or troubleshooting PostgreSQL schemas and production systems; use database-reliability for…

Flujos de trabajo de despliegue, patrones de pipeline CI/CD, contenedorización Docker, health checks, estrategias de rollback y listas de verificación de preparación para producción de aplicaciones…

Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then proposing safe remediations. Use when nodes show…

Helm chart expert for Kubernetes package management, templating, and dependency management

Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and produces service boundary diagrams and resilience strategies. Use…

K-Startup·기업마당·NIPA·KOCCA·SMTECH의 공개 정부지원 공고를 k-skill-proxy로 전수조사하고 프로젝트 적합성을 보수적으로 분류한다. 사용자가 정부지원사업, 창업지원, 사업화·R&D·바우처·입주공간 공고를 한 번에 찾아달라고 할 때 사용한다.

Migrate a .NET 9 project or solution to .NET 10 and resolve all breaking changes. USE FOR: upgrading TargetFramework from net9.0 to net10.0, fixing build errors after updating the .NET 10 SDK,…

Run OpenMed's Model Context Protocol (MCP) server so coding agents (Claude Code, Codex) and chat clients can call clinical NER, PII extraction, and de-identification as tools, on-device. Use when the…

Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness…

使用 BK-CI 中的具体工具组件时使用，例如 JWT、安全认证、表达式解析、线程池循环工具和责任链实现。当用户要直接复用这些组件而不是设计框架级实践时优先使用。

Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.

Run the release hard-precondition gate before any tag/OTA — apc release preflight runs the real tier gate (run.ts), version alignment, and prisma regen check, all read-only. green(0) releasable ·…

Use eBPF for deep kernel-level observability — trace syscalls, network flows, and application behavior without code changes using Cilium, Tetragon, and bpftrace.

Use when the user wants to vibe-code a full-stack web app inside DeepSeek Harness — scaffold from CloudBase templates, local Vite preview, PostgreSQL tables, and one-click static hosting deploy with a…

Send Google Chat messages via incoming webhooks — text, rich cards (cardsV2), threaded replies. TypeScript types, card builder utility, widget reference inline. Use whenever the user wants to post to…

When the user wants to analyze Google Search Console data, use the GSC API, or interpret search performance. Also use when the user mentions "GSC," "Search Console," "indexing report," "Core Web…

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

Cross-platform social research - narrative-first intelligence on what people are saying about a topic across Reddit, X, HN, Polymarket, and the web over the last 30 days

Generate CloudKit sync infrastructure using CKSyncEngine with conflict resolution, sharing, and account monitoring. Use when adding iCloud sync to an iOS/macOS app.

Generates C4 architecture diagrams (context, container, component) in Mermaid or PlantUML. Use when creating or updating architecture visualizations.

OPS on-demand: This skill should be used when the user asks to "pocket memos", "voice memo pipeline"…

When distributing traffic across multiple servers or regions, use this skill to select and configure the appropriate load balancing solution (L4/L7, cloud-managed, self-managed, or Kubernetes ingress)…

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start…

Project-kickoff rubric for the self-host vs managed-cloud decision — when is running your own inference engine / LLM platform worth the ops cost vs paying per-token for a managed API? Decide on two…

自我进化治理能力 — 规范、Skill、Prompt、探针和发布流程自动优化的控制面门禁

API hardening for Express, FastAPI, and serverless. Use for rate limiting, CORS, input validation, API keys, or OWASP API Top 10.

Applies serverless FaaS patterns for event-driven workloads. Use when designing bursty workloads with minimal infrastructure and pay-per-execution cost model.

Evidence hygiene before any FIND moves to Completed or enters a report. Cookie redaction, PII black-bar, HAR sanitization, screenshot metadata strip. Run after /triage passes and before final report…

Database design and migration patterns for Alembic migrations, schema design (SQL/NoSQL), and database versioning. Use when creating migrations, designing schemas, normalizing data, managing database…

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.

Build production-ready LLM applications, RAG systems, and intelligent agents. Use when implementing AI features, chatbots, vector search, or agent orchestration.

Install, configure, and inspect AIWG lifecycle hooks for tracing, permissions, session management, context injection, and quality gates.

Use this skill when you need to know what rival companies are doing — "what are my competitors doing", "competitor update", "competitor news", "competitive landscape", "market intel", "what's new with…

Migrating Lerian Go services from .env/YAML operational knobs (log levels, feature flags, rate limits, timeouts) to the lib-systemplane hot-reloadable runtime config client, wiring the migration-only…

Detect GSD, spec-kit, or BMAD spec artifacts and transform them into bigpowers YAML layout (state.yaml, release-plan.yaml, epics/, requirements/, plans/, ADRs). Use when migrating foreign spec docs.

Use when working with Frappe Cloud, Press API, provisioning sites, or managing benches on Frappe Cloud infrastructure. Prevents failed deployments from misconfigured cloud settings and API misuse.…

Define performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.