AI Skills Directory

Use when responding to questions or providing information requiring professional honesty and directness over excessive agreeableness.

Integrate with external APIs using REST clients, webhook consumers, SDK wrappers, and polling patterns with proper authentication, error handling, and retry logic. Use when the user requests api…

Rethinks experiences for different platforms and contexts — not just resizing, but reconceiving. Part of the Intent design strategy system. When an experience moves from desktop to mobile, web to TV,…

Declarative ThreeJS using Vue Components. ALWAYS use when writing code importing "@tresjs/core". Consult for debugging, best practices, or modifying @tresjs/core, tresjs/core, tresjs core, tres.

Use when creating or modifying Frappe Workflows, defining states and transitions, adding action conditions, or troubleshooting workflow permission errors. Prevents stuck documents from misconfigured…

Generate MATLAB Grader assessment item sets. Use when the user asks to create MATLAB Grader assessment items, generate MATLAB assessment materials, build MATLAB homework assessment items, QTI 3…

Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model. Triggers on requests to define success metrics, set KPI targets, determine what to measure, establish…

Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load,…

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured…

Break LLM name defaults with external entropy. Use when character names cluster around statistical medians (Chen, Patel, Maya, Marcus), when cast has collision risks, or when fantasy cultures need…

Kubernetes cluster, pod, node, and workload monitoring. Use when analyzing K8s health, resource optimization, pod failures, OOMKills, scheduling, or security posture. Also use for Kubernetes…

You are an expert in AG-UI (Agent-User Interaction Protocol), the open standard by CopilotKit for connecting AI agents to frontend UIs. You help developers stream agent actions, tool calls, state…

Expert patterns for AI-powered image editing including inpainting, outpainting, ControlNet, image-to-image, and API integration with Replicate, Stability AI, and FalUse when "ai image editing,…

Organize project files with intelligent consolidation

End-to-end release workflows for Google Play tracks (internal, beta, production) using gplay release, promote, and rollout commands. Use when asked to upload a build, distribute to testers, or release…

Automate repetitive audio tasks with Python using PyDub for batch processing, format conversion, normalization, and content assembly. Use when: Processing large numbers of audio files consistently;…

Test-driven development workflow with test generation, coverage analysis, and multi-framework support

Quality gate checklist to run before committing or creating a PR. Use when finishing implementation, checking work quality, or preparing to commit. Triggered by "preflight", "self review", "ready to…

Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.

A/B Test Setup workflow skill. Use this skill when the user needs Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness and the operator…

Navigate security work by MITRE ATT&CK tactic and technique — resolve a technique ID or name to the right skill, map a threat intel report or adversary emulation plan to procedures, and run the…

Publish CLIs/TUIs to Homebrew via a personal tap. Use when asked to create or manage a Homebrew tap repo, generate or update formulae, compute sha256, test installs, or ship new releases for Go, Rust,…

Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system…

Complete guide for Kamino Finance - Solana's leading DeFi protocol for lending, borrowing, liquidity management, and leverage trading. Covers klend-sdk (lending), kliquidity-sdk (automated liquidity…

Staff+ DBA SQL patterns targeting what Claude's defaults miss - multi-column statistics, operator classes, keyset pagination, silent performance anti-patterns. Use when writing complex SQL, reviewing…

Generate hierarchical site structure and navigation maps. Creates visual representations of information architecture and content relationships.

개발 완료 후 브라우저 자동화가 필요 없는 API/CLI 레벨 E2E 테스트 작성 및 실행. /verify 이후 실제 사용자 플로우를 검증합니다. 브라우저 자동화가 필요하면 e2e-agent-browser 스킬 사용. Triggers on: e2e 검증, e2e-verify, E2E 테스트. NOT for: 유닛 테스트, 타입체크, 빌드 검증, 브라우저…

Build a Webflow page, section, component, or full site from a Figma design using the Figma MCP and the Webflow MCP (Designer Bridge + Data API). Use whenever translating a Figma file/frame into…

Launch Day Autopilot — prepare everything for a product launch. Use when user wants to launch, go live, announce, or prepare for Product Hunt / Hacker News / social media launch.

Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing…

Plan and draft competitor comparison and alternative-page strategies for SEO and sales evaluation use cases. Use for "[competitor] alternatives", "you vs competitor", and comparison-page content…

Builds decks with a story spine, house visual system, setting-specific density, and speaker notes. Use when asked to "create a presentation", "write a pitch deck", or "turn this doc into slides".…

Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS). Covers Neo4jGraphQL constructor, getSchema(), assertIndexesAndConstraints(), type definitions with…

Background knowledge for droid-control workflows -- not invoked directly. True-input driver mechanics for real terminal emulator automation via headless Wayland compositor.

Ship a CometChat Android v6 app safely — server-minted auth tokens instead of the dev Auth Key, keeping credentials out of the APK, release-build and R8/ProGuard checks, user provisioning server-side,…

Teleport is FULL-CONTEXT migration, not partial transformation. The defining characteristic is that EVERYTHING must move together and keep working: data, dependencies, auth, traffic routing,…

Flutter-Architektur - Clean Architecture & Best Practices. Use when designing architecture or reviewing code structure.

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or…

Local dotnet-aspire documentation reference (latest). .NET Aspire documentation. Use for cloud-native .NET apps, service discovery, orchestration, app host, deployment, integrations, dashboard, and…

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

CRO (Richard Feynman)｜需要研究问题设计、一手证据获取与核验、竞品或市场情报扫描、多源证据综合与不确定性说明时调用。 不适用：需要财务、法律、产品或营销的最终结论、纯执行性的内容与投放工作、需要登录账号或联系第三方，或问题已有明确实验可直接验证。

Bug fix knowledge base. Provides bug categories, symptoms, fix patterns, and minimal intervention principles for PHP 8.4 projects.

Career goal mapping with skill gap analysis, actionable development plans, and milestone tracking. Use when planning career transitions, identifying skill gaps, setting professional development goals,…

Genera el informe mensual de correlación entre contenido publicado en X, visitas a /cursos/expert/ai en Umami y ventas de AI Expert. Cruza métricas para identificar qué contenido impulsa conversiones.…

Advanced prompt optimization and composition system for all prompt types (system prompts, task-specific, creative, technical, agentic). Use when users need to refine, optimize, or transform prompts to…

Customize Rspress v2 themes with CSS variables, class overrides, Layout slots, icons, or component ejection.

TypeScript、JavaScript、React、Node.js開発のための汎用コーディング標準、ベストプラクティス、パターン。

Convertkit's UI design system. Use when building interfaces inspired by Convertkit's aesthetic - light mode, Inter font, 4px grid.

Design scalable, normalized database schemas with proper relationships, indexes, constraints, and migration strategies for relational and NoSQL databases. Use when designing database schemas, planning…

Comprehensive React and Next.js performance optimisation guide with 40+ rules for eliminating waterfalls, optimising bundles, and improving rendering. Use when optimising React or Next.js apps,…

Get developers to "Hello World" fast with optimized quickstarts, tutorials, and sample apps. Trigger phrases: developer onboarding, time to first value, quickstart guide, hello world tutorial,…