Devops AI Skills

Run hypothesis-driven threat hunts across endpoint, network, cloud, and identity telemetry using stack counting, outlier analysis, and ATT&CK-based hypotheses, with SIEM query patterns for Splunk,…

Use when starting substantial work in a repo (implementation, fixes, deploys, debugging), when first exploring a new repo, or when finishing work that produced reusable knowledge. Operates a routing…

Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke to write test scripts, create page objects, configure test fixtures, set up…

Hold Person = hard freeze. Nothing moves. In-flight operations stop. Requires authority. Used for security incidents, fraud, compliance holds, misbehaving systems. Sleep = graceful suspension. State…

Kubernetes、Docker、Vercel、クラウドプロバイダーにおけるデプロイメントパターンと戦略。ブルーグリーン、カナリア、ローリングデプロイメント、ゼロダウンタイムアップグレード。

Deterministic AWS Well-Architected Framework review of an Amazon EKS cluster (Linux nodes only). Unofficial — not the AWS Well-Architected Tool, no official EKS lens exists, and it maps to no…

Build an automated adversary infrastructure tracking system in Python (dnspython, python-whois, shodan, networkx) that pivots across passive DNS, certificate transparency logs, WHOIS records, and IP…

Generate renovate.json covering all dependency file types used in a repo, emit a GitHub Actions workflow that validates renovate.json on every PR, or generate a pre-commit hook for local validation.

DLP bypass techniques covering steganography (LSB, audio, video), DNS tunneling, ICMP tunneling, cloud sync abuse (Dropbox, OneDrive), WebSocket/HTTP3 exfil, AI-augmented exfil (semantic chunking),…

Designs survey instruments: question wording, scales and index reliability, flow and treatment placement, pretesting, attention and speeding rules, and sensitive questions. Use when writing or…

Every TAP Threat Insight endpoint, plus a local threat store that answers the cross-endpoint questions - who is both attacked and clicking, what touched this user - inside Proofpoint's punishing daily…

Stabilize a system that is failing right now — name the signal that flagged it, size the blast radius in numbers, keep a timestamped log written as you go, find the last known-good state, then propose…

SSH远程开发套件，连接管理、命令执行、文件传输、部署、隧道、调试

Evaluates first-time and second-time CRE fund managers for institutional LP allocation. Different benchmarks, operational DD emphasis, team pedigree assessment, and track record reconstruction from…

Use when building CI/CD pipelines with build, test, security, packaging, deployment stages, reusable workflows, short-lived cloud authentication, caching, promotion gates, pipeline telemetry, and…

Docker-aware Mémoire operation — CI/CD headless pipelines, shared MCP server, agent worker containers, and Figma bridge port-forwarding for containerized setups

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing…

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for DFIR chronology, cross-artifact correlation, persistence chains, and incident timeline reconstruction. Use when the…

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics…

Use when the user wants the dsh agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, skill/memory consolidation, or says things like 'make my agent better the…

Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow DAGs for training orchestration, builds…

한강홍수통제소 기반 현재 수위/유량을 관측소명 또는 관측소코드로 조회한다. 기본 경로는 k-skill-proxy의 han-river water-level endpoint다.

Guides design and implementation of evolutionary modular-monolith platforms with DDD (strategic + tactical), flat-by-aggregate organization, an Anti-Corruption Layer for vendor independence, a…

Post-deploy monitoring: watch production after a deploy and alert on regressions

Generate JSON-LD structured data markup for rich results in Google Search. Supports FAQ, HowTo, Article, Product, LocalBusiness, and multi-type schemas. Validates against Google requirements and…

Use this skill when the user is doing hands-on deployment, tuning, or evaluation of the DOCA-shipped Zero-Touch RoCE RTT-based Congestion Control (ZTR RTTCC) reference algorithm on a BlueField-3 DPA —…

Domain routing and boundary guidance for authorized SSRF testing, including basic SSRF, blind SSRF, protocol smuggling, and cloud metadata access paths. Use when a task belongs to the SSRF domain and…

Build AI features in a TypeScript app with TanStack AI (@tanstack/ai): chat and streaming, tool calling and agents, structured outputs, MCP, code mode, sandboxes and coding-agent harnesses,…

AI Strategy - natural language to trades

Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, deployment to SageMaker endpoints or Bedrock,…

处理 BK-CI Worker 执行器时使用，例如任务领取与执行、插件运行、日志上报、环境变量传递和制品归档。当用户要改 Worker 执行链路而不是插件定义或调度策略时优先使用。

Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural…

Roll a release back for real when post-deploy regression goes red — apc release rollback flips the current version to pulled and the last good version back to current in the release ledger, and (with…

Build and edit small, personal visual tools and artifacts — dashboards, trackers, calculators, data visualizations, charts, simple landing pages, and slide decks the user wants for THEMSELVES. This is…

Weekly funding round tracker across configurable verticals (AI, crypto, prediction markets, agentic infrastructure, etc.). Primary-source-required (Form D, press release, or verified founder/firm…

This skill should be used when setting up or managing Polar local development environment with Docker.

Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.

Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis. Configure log pipelines, create visualizations, and implement log-based monitoring. Use when…

Information Disclosure specialist (H1 #18, CWE-200/209/215/538/668/798). Use for finding exposed sensitive data: stack traces, debug endpoints, config files, environment variables, API keys, .git/.env…

Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature…

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

Promote important recent log entries into MEMORY.md and prune stale ones

Conducts evidence-based product discovery through customer interviews and assumption testing. Use at project start to validate problem-solution fit.

Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA

OPS on-demand: This skill should be used when the user asks to "portfolio dashboard", "gsd projects"…

Guide users through creating, managing, and testing server configuration automation using Ansible. When automating server configurations, deploying applications with Ansible playbooks, managing…

Use when assessing post-release production health with DORA metrics, root cause analysis, defect prediction, or cross-phase feedback loops in the QCSD Production phase.

Applies coarse-grained service architecture for deployment independence. Use when independent deployment is needed but shared databases rule out microservices.

跨所有主要数据仓库方言（Snowflake、BigQuery、Databricks、PostgreSQL 等）编写正确、高性能的 SQL。用于编写查询、优化慢速 SQL、在方言之间转换，或构建带 CTE、窗口函数或聚合的复杂分析查询。

Dify 安全实践和部署运维完整指南，涵盖SSRF防护、代码沙箱、Docker/Kubernetes部署、监控告警和故障恢复