Verifies that git commits address security audit findings without introducing bugs. This skill should be used when the user asks to "verify these commits fix the audit findings",…
Route a research or knowledge task to the right skill among 12 specialists — current-web research, neural discovery, multi-source cited synthesis, systematic literature review,…
Generates a deep-psychology buyer persona dossier. It strictly follows a 10-step market analysis protocol (Demographics, Failed Solutions, Tone Switching, Genie Simulation,…
Official Google SEO guide covering search optimization, best practices, Search Console, crawling, indexing, and improving website search visibility based on official Google…
Call the Tauri v2 frontend from Rust via the event system, channels, and JavaScript evaluation. USE WHEN emitting events from Rust to the webview, streaming data over IPC…
Migrate Tauri apps from v1 or v2 beta to v2 stable, covering breaking changes, configuration updates, API migrations, and plugin system changes.
Produces the Messaging & Direction Summary covering product pitch, features/benefits, use cases, audiences, value props, objections, brand pitch, competitive notes, USP, desired…
Complete toolkit for programmatic video creation with Remotion + React. Covers animations, timing, rendering (CLI/Node.js/Lambda/Cloud Run), captions, 3D, charts, text effects,…
Maps Tauri application lifecycle security threats across development, build, distribution, and runtime phases, with mitigation strategies and best practices.
Route a social-media task to the right skill among 8 specialists — making the asset (image/video/audio via fal.ai, explainer animation via Manim, demo capture, video editing,…
Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle…
Route a backend task to the right skill among 8 server-side specialists — architecture boundaries (hexagonal/ports-and-adapters), REST API design, HTTP connector building, NestJS…
General-purpose patterns for reliable browser automation (selectors, waiting, scrolling, overlays, HITL). — from Sheshiyer/skill-clusters
Route a database/data task to the right skill among the data-layer specialists — PostgreSQL, MySQL/MariaDB, the Prisma ORM, Redis, ClickHouse analytics, cross-engine migrations,…
Use when adding, fixing, or reviewing GSAP ScrollTrigger behavior in Astro pages, especially with view transitions, static routes, client scripts, reduced motion, cleanup, or…
Shared reference for the JVM cluster: the language × framework decision (Kotlin vs Java; Spring Boot vs Quarkus vs Ktor), the build/test/coverage toolchain, the persistence choice…
Route a Tauri task to the right skill among 40 Tauri specialists — scaffolding, the security/capability model, IPC and the Rust↔frontend bridge, windows/UI chrome, sidecars,…
Shared reference for the native-iOS cluster: the iOS 26 / Swift 6.2 / Xcode 26 baseline, availability-gating discipline for the new frameworks, the data-race-safety (actor…
Shared reference for the healthcare cluster: the three-layer data-protection contract (classify → access-control → audit), the patient-safety bias (alerts block, never silently…
Produces the full launch week email cadence (morning, evening, day 2 extension, reason #2, reason #1, week wrap) with precise CTAs and urgency framing.
Astro framework specialist for building fast, content-driven websites with islands architecture. Use when creating Astro components, configuring hydration…
Shared reference for the Rust cluster: the library-vs-application error strategy (thiserror vs anyhow) that everything turns on, type-driven design conventions, the cargo tooling…
Shared reference for the frontend-web cluster: the rendering-model decision (CSR / SSR / RSC / static) that sets the hydration boundary, plus the conventions every spoke shares —…
Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and…
Shared reference for the business-content cluster: the source-derived Voice Profile every lane reuses, the research/evidence substrate, the per-channel message contract, and the…
Explains how the Tauri runtime authority enforces security at execution time: ACL-based access control, capability resolution, scope injection, and command validation for secure…
Route a native Apple-platform task to the right skill among the iOS specialists — Swift 6.2 concurrency, SwiftUI architecture, actor persistence, protocol-based DI/testing,…
Configuring JavaScript frontend frameworks for Tauri v2 desktop apps (Next.js, Nuxt, Qwik, SvelteKit, Vite) with SSG setup and tauri.conf.json settings.
Distribute Tauri apps on macOS: DMG installers, app bundle configuration, entitlements, and Info.plist customization.
Route a React Native craft task to the right spoke — styling/navigation/Reanimated animation, touch/gesture/haptics, data fetching, or full screen/app visual design.
Route an Astro task to the right spoke — building the site (components, islands/hydration, content, SSR, actions, i18n) or publishing a docs/wiki/press-kit site.
Testing patterns for React with Jest and React Testing Library. Use when writing tests, mocking modules, testing Zustand stores, or debugging test failures in React web…
Context-Aware Agentic Orchestrator that analyzes product context (budget, channel, maturity, timeline, team), recommends optimal execution scenarios, and generates…
Shared reference for the python-backend cluster: the thin-adapter model (web/API layer over a typed, tested core), the Django-vs-FastAPI decision, boundary validation, the…
Route a Raycast task to the right spoke — build an extension/command, build an AI extension (tools the Raycast AI calls), publish to the Store, or design a Raycast-aesthetic UI in…
Distribute Tauri apps to the iOS App Store: Apple Developer enrollment, Xcode config, provisioning profiles, code signing, TestFlight, and App Store submission.
Shared reference for the Raycast cluster: command types (view / no-view / menu-bar), the @raycast/api component & navigation model, the package.json manifest, preferences,…
中文优先：用于PyTorch模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines,…
Segment audiences by underlying needs, motivations, and behaviors to enable targeted strategy. USE WHEN a task matches the Craft workspace workflow for…
Configure Tauri v2 capabilities to bind permissions to specific windows and webviews for access control.
Implement Tauri system tray functionality including tray icon setup, tray menu creation, event handling, and runtime updates in the notification area.
Shared reference for the quality-eval cluster: the four quality gates (write → commit → CI → ship), the evidence ladder that says what proves a pass at each, pass@k vs a single…
Shared reference for the systems-languages cluster: the language-axis decision (Go · C++ · Perl), the write → prove → harden lifecycle each spoke plugs into, and the per-language…
Tauri binary size optimization to produce small, efficient desktop bundles via Cargo profile settings and build configuration.
Route a healthcare-software task to the right skill among four clinical specialists — PHI/PII privacy & access control, EMR/EHR encounter workflows, the CDSS safety engine (drug…
Shared reference for the Laravel cluster: the layered request flow (controller → service → action → model), typed Eloquent + Form Request validation, the standard JSON response…
Create and initialize Tauri v2 cross-platform desktop and mobile projects, covering prerequisites, create-tauri-app or manual CLI setup, directory structure, and config.
Reliable team-based orchestration for agent squads using work items, explicit ownership, agent Kanban state, branch isolation, control-pane visibility, and merge gates.
中文优先：用于FlutterDart代码审查相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns…
Code-sign and notarize Tauri apps across Android, iOS, Linux, macOS, and Windows, including certificate generation and config.
Route a web-UI task to the right skill among 18 frontend specialists — framework choice (React/Next, Vue/Nuxt, Angular), build tooling (Vite, Turbopack, Bun), motion,…
Configure Tauri plugin permissions, capabilities, and security, including platform-specific and window-targeted capabilities and custom scoped permissions.
Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas. — from Sheshiyer/skill-clusters
Build Raycast extensions with React and TypeScript. Use when the user asks to create a Raycast extension, command, or tool.
Use when publishing or hardening an Astro docs/wiki/press-kit site with Markdown or MDX content, generated routes, artifact data, public copy QA, browser verification, Vercel or…
Shared reference for the databases-data cluster: the store-selection model (OLTP vs OLAP vs in-memory vs ORM-managed), and the conventions every spoke shares — index choice, ID…
Guides updating Tauri dependencies across the CLI, Rust crates, and JavaScript packages, keeping versions synchronized and checking for outdated releases.
Explains the Tauri process model: the Core process, WebView processes, inter-process communication, multiwindow handling, and process isolation security patterns.
Shared reference for the supply-chain cluster: the service-level vs landed-cost trade-off that every function optimizes, the SCOR stage map, the buffer/constraint model, common…
Configure Tauri v2 apps via tauri.conf.json, Cargo.toml, and package.json, including environment-specific overrides.