Agent Skills

azure-resource-visualizer

✓★ 1,300

by microsoft

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group, diagram my resources, architecture visualization, resource topology, map Azure infrastructure.

azure-quotas

✓★ 1,300

by microsoft

Check and manage Azure quotas and usage across regions for deployment planning and capacity validation. Azure CLI ( az quota ) is the only reliable method for checking quotas; REST API and Portal are unreliable and may show misleading "No Limit" values that do not indicate unlimited capacity Supports four core workflows: checking specific resource quotas, comparing capacity across regions, requesting quota increases, and listing all quotas for a provider Quota resource names do not map 1:1...

azure-resource-visualizer

✓★ 1,300

by microsoft

Transform Azure resource groups into detailed architecture diagrams showing resource relationships and configurations. Discovers all resources within a resource group and analyzes their configurations, dependencies, and interconnections Generates Mermaid diagrams organized by logical layers (Network, Compute, Data, Security, Monitoring) with SKU details and connection labels Maps relationships including network connections, data flows, identity bindings, and configuration dependencies across...

kotlin-backend-jpa-entity-mapping

★ 907

by kotlin

Kotlin's data class is natural for DTOs but dangerous for JPA entities. Hibernate relies on identity semantics that data class breaks: equals / hashCode over all fields corrupts Set / Map membership after state changes, and auto-generated copy() creates detached duplicates of managed entities.

find-bugs

✓★ 844

by sentry

Comprehensive code review identifying bugs, security vulnerabilities, and quality issues in branch changes. Executes a structured five-phase review process: gathering the complete diff, mapping attack surfaces, running a detailed security checklist, verifying findings, and auditing coverage before conclusions Security checklist covers 11 critical areas including injection, XSS, authentication, authorization, CSRF, race conditions, session management, cryptography, information disclosure,...

competitor-teardown

★ 582

by halt-catch-fire

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive...

competitor-teardown

★ 582

by qu-skills

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive...

paper-context-resolver

★ 504

by lllllllama

Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or...

tavily-map

★ 399

by tavily-ai

Fast URL discovery on websites without extracting content, ideal for finding specific pages on large sites. Returns structured lists of all URLs on a domain with configurable depth and breadth, regex path filtering, and natural language instructions for semantic filtering Supports depth control (1–5 levels), breadth limits per page, external link inclusion/exclusion, and domain filtering via regex patterns Designed as step 1 in a workflow: map to find the right page, then use extract or...

tavily-best-practices

★ 399

by tavily-ai

Web search API for LLMs with real-time data access, content extraction, site crawling, and AI-powered research. Five core methods: search() for web results, extract() for URL content, crawl() for site-wide extraction, map() for URL discovery, and research() for end-to-end AI synthesis Supports Python and JavaScript SDKs with async clients for parallel queries and configurable search depth (ultra-fast/fast/basic/advanced) Crawl method accepts semantic instructions to focus extraction on...

tavily-cli

★ 399

by tavily-ai

Web search, content extraction, site crawling, and deep research via Tavily CLI. Five command modes covering search, extraction, URL discovery, bulk crawling, and multi-source research with citations All commands support JSON output and file saving for structured, agentic workflows Escalation pattern guides you from simple search through extraction, mapping, crawling, to comprehensive research based on your needs Requires tavily-cli installation and API key authentication via tvly login

tracing-downstream-lineage

★ 397

by astronomer

Trace downstream data lineage to assess change impact before modifying tables or DAGs. Identifies direct consumers of a target table or DAG through source code search, view dependencies, and BI tool connections Builds a full dependency tree mapping all downstream impacts, from tables to dashboards to ML models Categorizes dependencies by criticality (critical, high, medium, low) to prioritize stakeholder communication and testing Generates an impact report with risk assessment, affected...

analyzing-data

★ 397

by astronomer

Query your data warehouse to answer business questions with cached patterns and concept mappings. Supports pattern lookup and caching for repeated question types, with outcome recording to improve future queries Includes concept-to-table mapping cache and table schema discovery via INFORMATION_SCHEMA or codebase grep Provides run_sql() and run_sql_pandas() kernel functions returning Polars or Pandas DataFrames for analysis CLI commands for managing concept, pattern, and table caches, plus...

tracing-upstream-lineage

★ 397

by astronomer

Trace upstream data lineage to identify sources, DAGs, and dependencies feeding a table or column. Supports tracing three target types: tables, columns, and DAGs; uses Airflow DAG source code and task inspection to find producing pipelines Handles SQL sources (FROM clauses), external systems (S3, Postgres, Salesforce, HTTP APIs), and file-based sources; recursively traces upstream chains Includes column-level tracing through direct mappings, transformations, and aggregations in DAG code...

cross-border-ecommerce

★ 318

by nexscope-ai

Cross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory complexity, logistics infrastructure, payment ecosystem, cultural distance, IP protection), compares 5 fulfillment models with cost and transit data, provides country-by-country tax/duty compliance guides (EU VAT/IOSS, UK VAT, US sales tax, CA GST, AU GST, JP consumption tax), maps local payment preferences by market, and builds a phased...

firecrawl-download

✓★ 152

by firecrawl

Experimental. Convenience command that combines map + scrape to save an entire site as local files.

firecrawl-map

✓★ 152

by firecrawl

Discover URLs on a site. Use --search to find a specific page within a large site.

apollo-connectors

★ 90

by apollographql

Integrate REST APIs into GraphQL supergraphs using @source and @connect directives. Provides a structured 5-step process: research API structure, implement schema with directives, validate via rover supergraph compose , execute connectors, and test coverage Supports request configuration including headers, body payloads, batching for N+1 patterns, and environment variable injection via $env Handles response mapping with field selection, aliasing, sub-selections for nested data, and entity...

mapbox-cartography

★ 68

by mapbox

Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps…

mapbox-android-patterns

★ 68

by mapbox

Official integration patterns for Mapbox Maps SDK on Android. Covers installation, adding markers, user location, custom data, styles, camera control, and…

mapbox-data-visualization-patterns

★ 68

by mapbox

Patterns for visualizing data on maps including choropleth maps, heat maps, 3D visualizations, data-driven styling, and animated data. Covers layer types,…

mapbox-google-maps-migration

★ 68

by mapbox

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key differences

mapbox-ios-patterns

★ 68

by mapbox

Official integration patterns for Mapbox Maps SDK on iOS. Covers installation, adding markers, user location, custom data, styles, camera control, and…

mapbox-style-patterns

★ 68

by mapbox

Battle-tested Mapbox style patterns and layer configurations for six common mapping scenarios. Includes ready-to-use JSON layer configurations for restaurant finders, real estate, data visualization, navigation, dark mode, and delivery/logistics maps Provides decision tree for selecting the right pattern based on content type, environment, user action, and platform Covers performance optimization techniques including zoom-based filtering, data-driven styling, and clustering for dense POIs...

mapbox-web-integration-patterns

★ 68

by mapbox

Production-ready integration patterns for Mapbox GL JS across React, Vue, Svelte, Angular, and vanilla JavaScript. Covers framework-specific lifecycle management (useEffect/useRef in React, mounted/unmounted in Vue, onMount/onDestroy in Svelte, ngOnInit/ngOnDestroy in Angular) with proper cleanup to prevent memory leaks Includes Web Components pattern for framework-agnostic reusable map elements and cross-framework compatibility Provides token management via environment variables, Search JS...

mapbox-web-performance-patterns

★ 68

by mapbox

Performance optimization patterns for Mapbox GL JS applications, prioritized by user impact. Eliminate initialization waterfalls by loading map data in parallel with map initialization, and set precise viewport to avoid redundant tile fetches Use symbol layers for 100+ markers (GPU-accelerated) and clustering for 10,000+ features; avoid HTML markers at scale Choose GeoJSON for datasets under 5 MB, vector tiles for 20+ MB; implement viewport-based loading to reduce bandwidth Always call...

instrument-error-tracking

★ 59

by posthog

Use this skill to add PostHog error tracking that captures and monitors exceptions in your application. Use it after implementing features or reviewing PRs to ensure errors are tracked with full stack traces and source maps. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any platform or language.

instrument-error-tracking

★ 49

by posthog

Use this skill to add PostHog error tracking that captures and monitors exceptions in your application. Use it after implementing features or reviewing PRs to ensure errors are tracked with full stack traces and source maps. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any platform or language.

omnibus-instrument-error-tracking

★ 49

by posthog

Use this skill to add PostHog error tracking that captures and monitors exceptions in your application. Use it after implementing features or reviewing PRs to ensure errors are tracked with full stack traces and source maps. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any platform or language.

prisma-driver-adapter-implementation

✓★ 43

by prisma

Complete reference for implementing Prisma v7 driver adapters with transaction lifecycle, error mapping, and type conversion details. Covers four required interfaces: SqlDriverAdapter , Transaction , SqlMigrationAwareDriverAdapterFactory , and SqlQueryable , with full method signatures and lifecycle requirements Transaction commit() and rollback() are lifecycle hooks only; Prisma sends SQL via executeRaw , not these methods Includes argument mapping (string→int/bigint/float, base64→bytes)...