AI Skills Directory

Analyze dashboards and notebooks using Davis analyzers — anomaly detection, novelty scoring, and correlation. Use when the user references a specific Dynatrace dashboard or notebook (by URL, UUID, or…

You are an expert in Ably, the enterprise-grade realtime messaging platform. You help developers add pub/sub messaging, presence, chat, live updates, and event streaming to applications with…

Inter-agent communication patterns including message passing, shared memory, blackboard systems, and event-driven architectures for LLM agentsUse when "agent communication, message passing,…

Manage Claude MPM configuration

Authoritative rules and patterns for production-quality Kotlin Coroutines onto Android. Covers structured concurrency, lifecycle integration, and reactive streams.

Analyze user retention by cohort. Use when: measuring customer retention; understanding lifecycle patterns; comparing acquisition cohorts; tracking engagement over time; identifying churn risks

Build clean, scalable UIs with Tailwind CSS using modern utilities and variants

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data…

Perform a rigorous, multi-agent code review with architecture-compliance, parallel quality/security analysis, finding validation, and severity audit. Use when the user asks for a structured, deep,…

Drawing elevation in MapLibre GL JS once a raster-dem source works — hillshade and `hillshade-method`, the `color-relief` layer and the `["elevation"]` expression, runtime contours with…

Model domains and bounded contexts for complex systems. Use when a senior developer needs domain-driven design guidance.

2D Game Development workflow skill. Use this skill when the user needs 2D game development principles. Sprites, tilemaps, physics, camera and the operator should preserve the upstream workflow, copied…

Reverse engineer Rust binaries — demangling legacy and v0 symbol schemes, recognizing monomorphized generics, Result and Option control flow, trait object vtable dispatch, and panic-site strings that…

Determine runtime owner, first-fix layer, and canonical long-term module or package owner in layered codebases. Use when placing code across UI vs platform shell vs runtime orchestration vs domain or…

Use when the user wants GTM-ready config generation, GTM workspace sync, or container selection from an approved schema.

Reusable fixed-style PPTX generation skill for the Azure Host Forum visual brand — sky-blue background (#65AEFF), deep green typography (#07461E), olive side-panel accent (#728E03), cream…

Lightweight requirements gathering before app generation. Asks non-technical multiple-choice questions to understand user intent, then produces a brief for the generate prompt.

Complete deBridge Protocol SDK for building cross-chain bridges, message passing, and token transfers on Solana. Use when building cross-chain applications, bridging assets between Solana and EVM…

Guides GitHub Actions CI/CD architecture, security hardening, and deployment strategies. Use when designing workflows, securing supply chains, optimizing build performance, or configuring deployments.

Automated content similarity and grouping analysis. Groups related documents by topic, purpose, or content similarity.

TypeScript 및 빌드 에러를 점진적으로 수정하는 워크플로우. 트리거: "빌드 에러", "build error", "컴파일 에러", "tsc 에러", "타입 에러", "빌드 실패", "build fix" 안티-트리거: "런타임 에러", "테스트 실패", "lint 에러만", "배포 에러"

Describe images (charts, diagrams, tables, screenshots) using Vision AI. Use as fallback when you cannot read an image file directly. Supports batch processing of folders.

Create and deploy reusable React components for Webflow Designer. Configure existing React projects with webflow.json, build and bundle code, validate output, and deploy to workspace using library…

AI Build Cost Tracker — track how much AI is costing you per feature. Use when user wants to track AI spending, understand cost per feature, optimize AI usage, or budget their Claude/GPT costs.

Systematic debugging strategies, troubleshooting methodologies, and problem-solving techniques for code and system issues. Use when the user encounters bugs, errors, or unexpected behavior and needs…

Transform security context into prioritized controls, response runbooks, and compliance-ready documentation.

Designs module contracts, deepens existing boundaries, and installs enforceable repository guardrails. Use when asked to "design the architecture", "simplify our modules", or "harden the repo". For…

Choose and configure React Three Fiber surface materials, PBR, transparency, and transmission. Use for mesh appearance and material cost; use shader guidance for custom GLSL or TSL code.

Configure crash symbolication for readable stack traces. Use when setting up dSYMs (iOS), ProGuard/R8 mappings (Android), or source maps (React Native).

Levantar SonarQube con Docker, analizar el código y proponer mejoras. También: análisis estático, deuda técnica, code smells, cobertura, calidad automatizada.

Guide for writing Apollo Router native Rust plugins. Use this skill when: (1) users want to create a new router plugin, (2) users want to add service hooks (router_service, supergraph_service,…

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. Use when chunking PDFs, HTML, plain text, or Markdown; extracting entities and relationships from text with an LLM…

Intercept and debug HTTP traffic from any CLI, service, or script using HTTP Toolkit. Use when you need to inspect LLM API calls, backend requests, auth flows, or debug network-level issues across any…

Automate PostHog dashboard creation, sync, update, and export via API

Integrate, fix, review, migrate, test, or debug Duit / flutter_duit backend-driven UI in Flutter applications. Use when a task mentions DUIT, flutter_duit, backend-driven UI, BDUI, server-driven UI,…

Where the CometChat Android v6 chat UI goes in a Jetpack Compose app — the default conversations→message NavHost flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and…

Guide for implementing navigation in Next.js Server Components using Link component and redirect() function. Covers the difference between server and client navigation methods. Use when adding links,…

Freedom of Movement is for processes that should be moving but are caught in glue: locked files, blocked ports, circular dependencies, wedged jobs, or permissions that almost work. The skill is about…

Security best practices, OWASP Top 10, and secure coding guidelines

Professional framework for building premium $5k+ SaaS websites with AI - the Define, Build, Review, Refine loop used by real product teams

Local Bun documentation reference (latest). Bun is an all-in-one JavaScript toolkit covering runtime, bundler, package manager, test runner, HTTP server, SQLite, SQL, Redis, S3, WebSockets, and…

Core React 19 patterns including hooks, Suspense, lazy loading, component structure, TypeScript best practices, and performance optimization. Use when working with React components, hooks, lazy…

Plan and build MCP servers with agent-friendly tools, schemas, error handling, and evaluation. Use when creating or refactoring MCP integrations.

Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

CCO (MrBeast)｜需要内容策略与编辑简报、平台内容适配、选题与脚本结构设计、内容制作编排或来源与权利审查时调用。 不适用：渠道投放与获客测量、产品与定价决策、登录账号或实际发布上传操作，或尚无已验证选题就要出成稿。

Analyzes Docker build errors for PHP projects. Identifies extension compilation failures, dependency issues, memory limits, and provides fixes.

OWASP Top 10 with code examples, SAST/DAST tools, dependency scanning, CSP headers, and input validation patterns. Use when hardening applications, reviewing security posture, or implementing…

Manage inbox email. Uses the inbox script and stores metadata (ids) to open or archive messages later.

Intelligent error handling — silently auto-fix routine errors (missing imports, undefined variables, type mismatches, missing dependencies, syntax and lint issues) and translate everything else into…

Compare two images pixel-by-pixel and get a visual diff. Use when the user wants to compare their implementation against a design, spot differences between two screenshots, or verify visual…

Svelte template directives ({@attach}, {@html}, {@render}, {@const}, {@debug}). Use for DOM manipulation, third-party libs, tooltips, canvas, dynamic HTML. @attach replaces use: actions.