DevOps & Infra

whchoi98 Skill

Monitor AWS with CloudWatch and CloudTrail without MCP. Use when the user asks about logs, metrics, alarms, or API audit trail.

whchoi98 Skill

Create, migrate, run, debug and optimize genomics workflows in AWS HealthOmics. Use when mentioning HealthOmics, WDL, CWL, Nextflow, genomics, or bioinformatics pipelines.

whchoi98 Skill

Build AWS infrastructure with CDK in Python following AWS Well-Architected framework best practices. Use when mentioning AWS architecture, CDK Python, Well-Architected, or cloud infrastructure design.

whchoi98 Skill

Comprehensive AWS observability with CloudWatch Logs, Metrics, Alarms, Application Signals APM, CloudTrail auditing, and codebase observability gap analysis. Use when mentioning CloudWatch, observability, monitoring, logs, metrics, alarms, traces, or CloudTrail.

whchoi98 Skill

Monitor service health, analyze SLO compliance, and perform root cause analysis with CloudWatch Application Signals. Use when mentioning Application Signals, SLO monitoring, APM on AWS, or CloudWatch traces.

whchoi98 Skill

Troubleshoot Spark applications on AWS EMR, Glue, and SageMaker - analyze failures, identify bottlenecks, get code recommendations. Use when mentioning Spark, EMR, PySpark, Glue Spark, or Spark troubleshooting.

whchoi98 Skill

Analyze source code for Graviton (Arm64) compatibility, identify issues, and suggest fixes for language runtimes and dependencies. Use when mentioning Graviton, Arm64 migration, x86 to Arm, or aarch64 porting.

mahabdalla Skill

Interact with GitHub using the `gh` CLI to manage repositories, issues, pull requests, CI/CD workflow runs, and API queries. Use when the user asks to create, list, view, merge, or close pull requests and issues; check CI status or workflow run logs; query the GitHub API for repository data; or perform any GitHub operation from the command line. Covers `gh issue`, `gh pr`, `gh run`, `gh repo`, and `gh api` subcommands.

mahabdalla Skill

Guide for adding new AI provider documentation. Use when adding documentation for a new AI provider (like OpenAI, Anthropic, etc.), including usage docs, environment variables, Docker config, and image resources. Triggers on provider documentation tasks.

mahabdalla Skill

Use when understanding the build system, modifying CLI commands, working with isobuild, or navigating the tools/ directory. Covers build pipeline flow and file locations.

mahabdalla Skill

Local development environment setup and commands. Use when helping with dev server, Docker, or local testing.

mahabdalla Skill

Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.

mahabdalla Skill

Manages Cargo.lock file updates and resolves --locked flag issues in CI/CD. Triggers when user mentions: - "cargo test --locked failed" - "cannot update the lock file" - "Cargo.lock is out of date" - "PR failed with --locked error" - "fix Cargo.lock"

mahabdalla Skill

Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app.

mahabdalla Skill

AWS development with infrastructure automation and cloud architecture patterns

mahabdalla Skill

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.

mahabdalla Skill

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.

mahabdalla Skill

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.

mahabdalla Skill

When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role.

mahabdalla Skill

Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they're often wrong. Firestore queries are limited, and you learn this after you've designed your data model. This skill covers Firebase Authentication, Firestore, Realtime Database, Cloud Functions, Cloud Storage, and Firebase Hosting. Key insight: Firebase is optimized for read-heavy, denormalized data. I

mahabdalla Skill

Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.

mahabdalla Skill

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".

mahabdalla Skill

Upload, sync, and manage files across cloud storage providers using rclone. Use when uploading files (images, videos, documents) to S3, Cloudflare R2, Backblaze B2, Google Drive, Dropbox, or any S3-compatible storage. Triggers on "upload to S3", "sync to cloud", "rclone", "backup files", "upload video/image to bucket", or requests to transfer files to remote storage.

mahabdalla Skill

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.

mahabdalla Skill

Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.

mahabdalla Skill

Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.

mahabdalla Skill

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

mahabdalla Skill

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

mahabdalla Skill

Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.

brijoobopanna Bundle

Create publication-quality technical infographics from any source — tweets, articles, architectures, or ideas. Use this skill whenever the user wants to visually break down a technical concept, map a system architecture, turn a tweet or thread into a shareable diagram, create editorial-style pipeline or flow visualizations, illustrate feedback loops or compounding mechanisms, or produce visuals for a newsletter or blog. Trigger on phrases like "visualize this", "diagram this", "break this down visually", "map this architecture", "make an infographic", "turn this tweet into a visual", "show me how this system works", "create a visual for my newsletter", or any request to produce a designed technical visual rather than a generic flowchart. Also trigger when the user shares a URL, screenshot, or paste of technical content and asks for analysis — the visual IS the analysis. Also trigger for gap analysis when a user shares a codebase or project and asks "what is missing", "how does this compare to X", or "show me

ph13917403910 Skill

Autonomous website development protocol inspired by Karpathy's Autoresearch. Given a requirements.md, the agent scaffolds, implements features one by one, evaluates via build pipeline (tsc + lint + build), keeps or reverts, and tracks progress — fully autonomously until all features are done. Use when the user provides a website requirements document and wants autonomous end-to-end implementation without step-by-step guidance.

ph13917403910 Skill

Transcribe video audio and burn hardcoded subtitles using mlx-whisper and ffmpeg. Use when the user wants to add subtitles to a video, transcribe audio to SRT, burn captions into video, or process video for web delivery.

withcrux Bundle

Detect Server-Side Request Forgery (SSRF) vulnerabilities that allow attackers to make the server issue HTTP requests to internal or external resources. Covers basic SSRF detection, cloud metadata endpoint access, blind SSRF via out-of-band channels, and filter bypass techniques in safe lab environments.

withcrux Bundle

Perform ARP spoofing and man-in-the-middle (MITM) attacks within isolated LAN environments using arpspoof and ettercap to intercept traffic between two hosts. Covers ARP cache poisoning, traffic forwarding, and credential sniffing in a controlled Docker lab network.

redhat-et Bundle

Deploys OPA Gatekeeper policies for BSI IT-Grundschutz compliance (SYS.1.6 Containerisation, APP.4.4 Kubernetes) following ch-stark patterns with BSI requirement labels.

withcrux Bundle

Perform TCP and UDP port scanning against isolated lab targets using Nmap to discover open services, identify running software versions, and enumerate the attack surface. Covers SYN scans, version detection, and OS fingerprinting techniques exclusively in controlled Docker lab environments.