OMIXEC

ADK Agent-to-Agent (A2A) protocol expert covering remote agent communication, agent cards, HTTP-based delegation, and distributed agent systems. Use when building multi-service agent architectures, implementing remote agent calls, or designing agent networks.

ADK memory + embeddings across databases. Generate multimodal embeddings with gemini-embedding-2, persist agent sessions/memory to Cloud SQL, Postgres, Firestore, or SQLite, and store/retrieve vectors for RAG (pgvector, Firestore vector). Use when choosing a session/memory backend, wiring a database SessionService or MemoryService, generating embeddings, or building a vector store for retrieval on an ADK agent.

Migrate ADK agents from 1.x to 2.3. Covers breaking API changes (graph Workflow vs GraphAgent, McpToolset, BuiltInCodeExecutor, ctx.resume_inputs, agent modes), renamed imports, deploy CLI changes, model/thinking/embedding updates, and session/state incompatibility. Use when upgrading an ADK 1.x codebase to 2.3, auditing code for deprecated 1.x APIs, or resolving 2.3 import/attribute errors.

ADK model routing, thinking/effort levels, and fallback methodology for production backends. Covers the current Gemini 3.x model catalog (gemini-3.5-flash, gemini-3.1-flash-lite, gemini-3.1-pro-preview, gemini-3.1-flash-live-preview, gemini-embedding-2), thinking_level effort tiers (minimal/low/medium/high), deprecation of thinking_budget and sampling params, and primary→fallback chains. Use when selecting a model, tuning thinking/effort, routing by task complexity/cost, or designing model fallback for an ADK agent.

Central hub for building, testing, and iterating on ADK agents. Trigger this skill when the user wants to create a new agent, configure modes (task, single-turn), or build graph-based workflows.

DAG-based ADK workflow in Go using graph pattern. Use for Go backends needing multi-step agent pipelines.

Coordinator agent delegating to specialized sub-agents. Python. Use for multi-domain tasks requiring different expertise.

Programmatic ADK workflow using imperative control flow. Python. Use for complex logic where graph edges are insufficient.

Generates app icons in all required sizes for iOS, Android, and PWA from a single source image. Use when user asks to generate app icons, create iOS icons, Android app icons, favicons, or PWA icons.

Scan an iOS/macOS Xcode project for common App Store rejection patterns before submission. Use when preparing an app for App Store review, after receiving a rejection from Apple, or when auditing metadata, subscriptions, privacy manifests, entitlements, or design compliance.

Rust code style and best practices covering naming, formatting, comments, clippy, rustfmt, linting, and code review conventions. Use when writing or reviewing Rust code for style compliance.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automation, GitOps configuration, incident response runbooks, and internal developer platform tooling. Use when setting up CI/CD pipelines, containerizing applications, managing infrastructure as code, or deploying to Kubernetes.

Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Mobile development guide covering iOS (Swift, SwiftUI), Android (Kotlin, Jetpack Compose), cross-platform (Flutter, React Native), and game development (Unity, Unreal). Use when choosing a mobile platform, building native apps, creating learning paths, or deciding between native and cross-platform approaches.

Wisdom-driven methodology that drives AI with wisdom, trust, and inner motivation rather than fear of failure. Use when a task has failed 2+ times, the agent is about to give up, suggesting the user do it manually, blaming the environment without verification, stuck in loops, passive behavior, or showing user frustration.

Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.

Umbrella skill for a library of website-specific scraping skills plus a generic fallback scraper. Use when the user's request targets one of these specific websites: <!-- DOMAINS:START -->airbnb.com, aliexpress.com, amazon.com, booking.com, facebook.com, generic-scraper, linkedin.com, reddit.com, target.com, tiktok.com, walmart.com, x.com<!-- DOMAINS:END -->. For supported sites: load the site-specific action index at skills/<domain>/SKILL.md from this repo, then open only the linked reference file for the chosen action. For unsupported sites: load the generic scraper at skills/generic-scraper/SKILL.md — it can extract text, links, tables, and structured metadata from any page without prebuilt actions. Each site's skill is also installable independently — if you only ever deal with one site, install that site's skill directly and skip this umbrella.

Use when the user wants to extract content from any website not covered by a dedicated site skill — extract visible text, links, tables, structured metadata (JSON-LD, Open Graph), or take a screenshot-based reading of the current page. Works on any public URL without prebuilt action code. A real browser is required for JavaScript-rendered pages; plain fetch works for static HTML.

Use when the user wants to interact with Airbnb — search public stays, extract listing details, extract visible reviews, or read availability and price breakdowns. Works on airbnb.com public guest pages without login for most stays; a real browser is required because Airbnb is a JavaScript-rendered SPA.

Use when the user wants to interact with Amazon.com — search products or groceries, inspect product detail pages, extract Amazon Fresh or Whole Foods storefront items, read the shopping cart, or add explicitly requested items to cart. Works on www.amazon.com. A real browser is strongly recommended; login and a delivery location are required for personalized grocery availability, cart contents, Past Purchases, Repeat Items, delivery slots, and checkout-adjacent pages. Write actions stop at cart changes and never place orders.

Use when the user wants to interact with Booking.com — search for accommodations with full filter support (property type, stars, score, meal plan, facilities, district, etc.), extract a specific hotel's data (price, rooms, amenities, photos), extract reviews, or start a reservation up to (but not through) the payment step. Works on www.booking.com. A real browser is required (Booking is a JS-rendered SPA and serves bot challenges to plain fetches). Login is optional but improves prices and personalization.

Use when the user wants to interact with Facebook Marketplace — search visible listings, extract listing details, and summarize seller/profile information. Requires a real browser signed in to facebook.com; Facebook Marketplace has no practical public API for normal buyer workflows.

Use when the user wants to interact with LinkedIn — extract data from a specific post (content, author, reactions, comments). Works on linkedin.com post pages. No login required for public posts; for private posts the user must provide an li_at session cookie. Works without a browser thanks to JSON-LD on post pages, though a real browser gives richer data.

Use when the user wants to interact with TikTok or TikTok Studio — extract logged-in creator analytics for a post, list Studio posts, or download/extract the playable video from a TikTok post or Studio analytics page. TikTok Studio analytics require an authenticated browser session; Playwright can run the actions when launched with a signed-in browser profile, and Chrome Bridge can run them in the user's already-signed-in Chrome.

Reply to inline PR review comments on GitHub pull requests using the GitHub API. Use this skill when you need to respond to individual review comments on a PR, acknowledge feedback, or mark comments as resolved by posting direct replies to comment threads.

Automate bumping typespec-python version in emitter-package.json for the Azure SDK for Python repository. Use this skill when the user wants to update @azure-tools/typespec-python to the latest version, create a PR for the version bump, or manage emitter-package.json updates.

Automate promoting next-* tool versions (pylint, mypy, pyright) to become the current pinned versions in azure-sdk-for-python. Use this skill when the weekly next-* CI checks are passing and you want to update the pinned tool versions for all packages.

Automatically fix mypy type checking issues in azure-ai-ml package following Azure SDK Python patterns. Expects GitHub issue URL and optional virtual env path in the request. Format "fix mypy issue <issue-url> [using venv <path>]"

Automatically fix pylint issues in azure-ai-ml package following Azure SDK Python guidelines and existing code patterns. Expects GitHub issue URL and optional virtual env path in the request. Format "fix pylint issue <issue-url> [using venv <path>]"

Full bug bounty hunting pipeline assistant. Knows every tool in the Recon, Exploitation, and Miscellaneous stages from the Best-Bug-Bounty-Tools list. Use this skill whenever the user mentions: bug bounty, recon, hacking a target, pentesting a domain, running subfinder/amass/nuclei/sqlmap/ffuf/dalfox or any related tool, wants to chain tools together, asks "what to run next", wants to understand tool output, or needs a command for any stage of the pipeline. Also activate when the user says "start a hunt", "enumerate subdomains", "find XSS/SQLi/SSRF", or asks about any vulnerability class in a bug bounty context.