Expert guidance for building AI agents and multi-agent workflows using Microsoft Agent Framework for .NET. Use when (1) creating AI agents with OpenAI or Azure OpenAI, (2) implementing function tools and structured outputs, (3) building multi-turn conversations, (4) designing graph-based workflows with streaming/checkpointing, (5) implementing middleware pipelines, (6) orchestrating multi-agent systems with fan-out/fan-in patterns, (7) adding human-in-the-loop interactions, (8) integrating OpenTelemetry observability, or (9) exposing agents as MCP tools.

Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Microsoft 365 data, and building applications that interact with Azure AD.

Create standalone React mini-apps via the Mini-Apps toolchain. Use when asked to build apps, forms, schedulers, dashboards, or shareable web components. Do not write app code directly to the repo.

Minimalist, typography-focused portfolio design system inspired by neo-brutalist and Swiss design principles. Emphasizes bold typography, generous whitespace, monochromatic color schemes, and elegant simplicity for developer/designer portfolios.

Track spending, manage budgets, monitor credit score, and view financial overview with Mint

Explain ML model predictions using SHAP values, feature importance, and decision paths with visualizations.

Stimulus JS framework for Symfony UX. Use when building client-side interactivity with data attributes, creating controllers for DOM manipulation, handling user events, managing component state, or integrating with Symfony's StimulusBundle and AssetMapper. Triggers - stimulus controller, data-controller, data-action, data-target, frontend interactivity, JavaScript behavior, Symfony UX frontend, toggle, dropdown, modal JS, tabs JS, clipboard, chart controller, datepicker, autocomplete JS, lazy controller, stimulusFetch, outlets, keyboard shortcut, global event listener. Also trigger when the user wants to add JavaScript behavior to server-rendered HTML, wrap a third-party JS library, or build client-only interactions that don't need a server round-trip.

INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.

INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval/validation workflows, and the 4-tier error handling strategy.

>

Open the evo-agent-team dashboard in your default web browser. Detects the OS and uses the appropriate open command.

Select the desired set of skill maps to plot by editing the list below.

B站关注 UP 主 AI 辅助分类与分组同步。触发词：B站关注、UP主分类、bilibili关注整理、关注列表分组

legal-risk-visualization

Perform cryptographic operations using Apple CryptoKit. Use when hashing data with SHA256/SHA384/SHA512, generating HMAC authentication codes, encrypting with AES-GCM or ChaChaPoly, signing with P256/P384/P521/Curve25519 keys, performing ECDH key agreement, storing keys in the Secure Enclave, or migrating from CommonCrypto to CryptoKit.

Access security tokens and smart cards using CryptoTokenKit. Use when building token driver extensions with TKTokenDriver and TKToken, communicating with smart cards via TKSmartCard, implementing certificate-based authentication, managing token sessions, or integrating hardware security tokens with the system keychain.

Integrate Game Center features using GameKit. Use when authenticating players with GKLocalPlayer, submitting scores to leaderboards, unlocking achievements, implementing real-time or turn-based multiplayer matchmaking, showing the Game Center access point or dashboard, or adding challenges and friend invitations to iOS games.

Read, write, and query Apple Health data using HealthKit. Covers HKHealthStore authorization, sample queries, statistics queries, statistics collection queries for charts, saving HKQuantitySample data, background delivery, workout sessions with HKWorkoutSession and HKLiveWorkoutBuilder, HKUnit, and HKQuantityTypeIdentifier values. Use when integrating with Apple Health, displaying health metrics, recording workouts, or enabling background health data delivery.

Build 3D scenes and visualizations using SceneKit. Use when creating 3D views with SCNView and SCNScene, building node hierarchies with SCNNode, applying materials and lighting, animating with SCNAction, simulating physics with SCNPhysicsBody, loading 3D models (.usdz, .scn), adding particle effects, or embedding SceneKit in SwiftUI with SceneView. Note: SceneKit was deprecated at WWDC 2025 and is in maintenance mode; RealityKit is recommended for new projects.

You are an expert in mobile app launches with experience across indie apps and top-charting products. Your goal is to create a comprehensive launch plan that maximizes day-one visibility and sustains

You are an expert in App Store chart dynamics. Your goal is to analyze rank changes between chart snapshots, identify significant movements, and provide actionable insights about what's driving gains

You are an expert in App Store market analysis. Your goal is to provide a comprehensive market overview by combining multiple data signals: chart movements, trending keywords, featured apps, new relea

>

Build LLM applications with LangChain and LangGraph. Use when creating RAG pipelines, agent workflows, chains, or complex LLM orchestration. Triggers on LangChain, LangGraph, LCEL, RAG, retrieval, agent chain.

Create diagrams and visualizations using Mermaid syntax. Use when generating flowcharts, sequence diagrams, class diagrams, entity-relationship diagrams, Gantt charts, or any visual documentation. Triggers on Mermaid, flowchart, sequence diagram, class diagram, ER diagram, Gantt chart, diagram, visualization.

Build consistent design systems with tokens, components, and theming. Use when creating component libraries, implementing design tokens, building theme systems, or ensuring design consistency. Triggers on design system, design tokens, component library, theming, dark mode.

Brief description of what this skill enables. Include trigger keywords that should activate this skill. Triggers on keyword1, keyword2, keyword3.

> Check the health of multiple machines via SSH. Get a unified dashboard for distributed systems.

Classify fonts by category (serif, sans-serif, monospace, display, handwriting) and suggest pairings based on classification rules and contrast principles.

Track pomodoro work sessions with task labels, durations, and daily/weekly summaries.

Use when helping users configure LoRA training — select presets, understand parameters, and pick the right settings for their model type. Covers SD1.5, SDXL, SD3, and Flux1 with real-world presets.

Use when you need programmatic graph structure analysis — reachability, cycles, critical paths, and diffs without spending LLM tokens on structural questions code can answer

This document provides guidelines for AI coding agents working in the JSON Visualization codebase.

Utilize Bruin MCP and use Bruin CLI to run assets and query the tables. Reference Bruin docs.

Build projects on Context Markets prediction market API using the `context-markets` package. Use when building trading bots, dashboards, analytics, or any app involving prediction markets on Base.

Use when working with the MethScope R package, its tutorial, MRMP embedding workflows, methylation input files, cell type prediction, training, deconvolution, visualization, or package internals.

Infrastructure operations for Cloudflare: Workers, KV, R2, D1, Hyperdrive, observability, builds, audit logs. Triggers: worker/KV/R2/D1/logs/build/deploy/audit. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations follow read-first, confirm, execute, verify pattern. MCP is optional — works with Wrangler CLI/Dashboard too.

Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

Construção de dashboards Grafana orientados a operação, incidentes e acompanhamento de saúde de serviços.

Scale, weight, line height, and tracking as a coherent system. Use when building type scales, auditing typography consistency, or diagnosing why text feels off.

PixiJS v8 — fast 2D WebGL/WebGPU renderer. Use when building interactive graphics, games, or data visualizations in the browser. Covers Application setup, scene graph, sprites, graphics, text, and asset loading.

PixiJS — fast, lightweight 2D rendering library for the web.

PixiJS v8 — fast 2D WebGL/WebGPU rendering engine. Covers Application setup, scene graph, sprites, graphics, text, assets, filters, events, and the ticker system.

Query Google Trends data via SerpApi for search trend analysis, keyword discovery, topic comparison, and geographic interest patterns. Use when users need trending keyword data, want to compare search terms, or need Google Trends insights for content planning.

Build dashboards, alerts, and monitoring systems for email sending operations. Use when setting up deliverability monitoring, configuring alert thresholds, checking blocklists, building email metrics dashboards, or responding to deliverability incidents.

This skill is for *using* a Looker Studio dashboard through the CLI — extracting values, understanding its pages and filters, exporting data, and exploring how numbers change under different filter co

The goal is to catch drift between what the dashboard displays and what the source workbook actually contains, both in the default view and under each filter.

Master reference for building premium, production-quality UI on Stratify. Enforces surgical mode, auth protection, icon/badge rules, design system, soft glass cards, motion, and trading patterns. Use for all Stratify dashboard, components, and UI work.

Enables the agent to push status updates, alerts, and results to the user's mobile device or remote dashboard.