DevOps

Supply-chain review of dependency and CI changes in an open-source pull request.

Build a new evolution "wave" of living organs for the IXpansion organism (api/*.py modules) — scaffold organs, wire routes, sync manifests, bump versions…

Security-focused review of an open-source pull request or diff.

Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write…

Deploy containerized Python apps (FastAPI, RAG, agent backends) to Azure Container Apps with cost optimization for free/student subscriptions.

Safely refresh, recover, and verify a multi-stack Docker host, including Watchtower maintenance and zombie-container recovery.

Environnements de preview par pull request sur https://pr-<N>.<domain>.<zone>, créés/détruits par GitHub Actions.

Interact with the GitHub API as the joelclawgithub[bot] app.

雷达Skill（AI Radar）——零API、零Key、零服务器的中文AI资讯查询。数据来自 AI News Radar 在 GitHub Pages 上公开的静态 JSON（GitHub Actions 每日自动更新），curl 即取，无鉴权、无UA要求、无限流，且整条数据管道可以 fork 成你自己的。…

Deploy a new application on the Altera framework into an empty directory — from scaffold to a working login screen — and verify that it actually runs.

Use when test scripts redirect probe output to /dev/null, hiding failure details.

Run an authorized penetration test end to end — recon, mapping, exploitation, validation, and reporting.

Generate architecture diagrams with draw.io in headless/server environments (WSL2, VPS, Docker)

Creates GitHub Actions CI workflows for Node.js/Bun projects: typecheck (tsc), tests (bun test), draft releases, and npm publish with OIDC trusted publishing.

Research, version-pin, GitOps-deploy, expose, and verify a new application on a homelab Kubernetes cluster (platform-gitops + Gateway/tunnel).

Debug Docker containers, fix Dockerfile issues, optimize images, and troubleshoot docker-compose.

Build conversational AI voice agents on the ElevenLabs platform.

Set up Vitest testing in any project — detects type (Cloudflare Workers, React, Node, library), generates vitest.config.ts, test setup, utilities, and a…

Generates optimized, production-ready Dockerfiles.

Use when the user asks you to deploy an application to Dokploy.

处理 Git/jj 提交与历史、隔离工作区、受限网络获取、身份认证、发版 CI 或自建 forge/静态站时使用。核心是先分清 HEAD、暂存区和工作区，再选择可回滚且不污染长期配置的操作。

Use when deploying, operating, or migrating AI agents on Amazon Bedrock AgentCore — creating harnesses or runtime agents, adding…

Troubleshooting Azure container deployments (Container Apps, Container Instances, App Service) with focus on region restrictions, policy blocks, and…

Standardized workflows for Docker containerization, Kubernetes orchestration (Helm, manifests), and CI/CD pipelines (GitHub Actions, GitLab CI).