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Agent Skills

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mapbox-web-performance-patterns

Performance optimization patterns for Mapbox GL JS web applications. Covers initialization waterfalls, bundle size, rendering performance, memory management, and web optimization. Prioritized by impact on user experience.

mapbox
mapbox
411

mapbox-style-quality

Expert guidance on validating, optimizing, and ensuring quality of Mapbox styles through validation, accessibility checks, and optimization. Use when preparing styles for production, debugging issues, or ensuring map quality standards.

mapbox
mapbox
411

mapbox-data-visualization-patterns

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

mapbox
mapbox
411

mapbox-maplibre-migration

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of Mapbox's official support and ecosystem

mapbox
mapbox
411

redis-development

Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.

redis
redis
418

contract-test-design

Design consumer-driven contract testing strategies using Pact, verify provider contracts, and manage API evolution with contract-first approaches.

melodic-software
melodic-software
417

create-strategy

Create a comprehensive test strategy document following IEEE 829 structure. Use for establishing testing approach on new projects or standardizing existing practices.

melodic-software
melodic-software
417

generate-cases

Generate systematic test cases using formal techniques (equivalence partitioning, boundary value analysis, decision tables). Use for comprehensive test coverage design.

melodic-software
melodic-software
417

performance-test-planning

Design performance test strategies including load profiles, capacity planning, SLA validation, and .NET performance testing with NBomber and k6.

melodic-software
melodic-software
417

plan-data

Create a test data strategy covering synthetic data generation, anonymization, and environment-specific data management. Use for data privacy compliance and test environment setup.

melodic-software
melodic-software
417

security-test-planning

Plan security testing strategies including OWASP testing, penetration test scoping, SAST/DAST integration, and threat-based test case design.

melodic-software
melodic-software
417

test-case-design

Apply systematic test case design techniques including equivalence partitioning, boundary value analysis, decision tables, and state transition testing.

melodic-software
melodic-software
417

test-data-strategy

Plan comprehensive test data management including synthetic data generation, data anonymization, versioning, and environment-specific strategies.

melodic-software
melodic-software
417

test-pyramid-design

Design optimal test pyramids with unit/integration/E2E ratios. Identify anti-patterns and recommend architecture-specific testing strategies.

melodic-software
melodic-software
417

test-strategy-planning

Create comprehensive test strategy documents following IEEE 829 structure. Plan test approach, scope, resources, and success criteria for software projects.

melodic-software
melodic-software
417

acceptance-criteria-authoring

Write clear, testable acceptance criteria in Given-When-Then format following INVEST principles and BDD best practices.

melodic-software
melodic-software
417

write-acceptance

Write acceptance criteria in Given-When-Then format for user stories following BDD best practices. Use for creating testable, clear acceptance criteria.

melodic-software
melodic-software
417

diagram-patterns

Decision guidance for selecting the right diagram type and tool. Provides patterns for common visualization scenarios, tool comparison, and best practices.

melodic-software
melodic-software
417

mermaid-syntax

Authoritative reference for Mermaid diagram syntax. Provides diagram types, syntax patterns, examples, and platform integration guidance for generating accurate Mermaid diagrams.

melodic-software
melodic-software
417

plantuml-syntax

Authoritative reference for PlantUML diagram syntax. Provides UML and non-UML diagram types, syntax patterns, examples, and setup guidance for generating accurate PlantUML diagrams.

melodic-software
melodic-software
417

visualize-code

Analyze source code and generate architectural diagrams. Use when visualizing code structure, relationships, or workflows. Supports class, ER, sequence, and dependency diagrams.

melodic-software
melodic-software
417

visualize

Generate a diagram from a natural language description using Mermaid or PlantUML

melodic-software
melodic-software
417

doctrine-assessment

Assess organizational doctrine and universally useful patterns

melodic-software
melodic-software
417

evolution-analysis

Analyze component evolution and movement patterns

melodic-software
melodic-software
417

strategic-analysis

Analyze strategic position and recommend plays based on Wardley Mapping. Use for competitive analysis, evolution planning, and strategic decision-making.

melodic-software
melodic-software
417

strategic-plays

Identify strategic options and gameplay patterns from Wardley Maps

melodic-software
melodic-software
417

value-chain-mapping

Map value chains from user needs to underlying components

melodic-software
melodic-software
417

wardley-map-creation

Create Wardley Maps from value chains and user needs

melodic-software
melodic-software
417

analyze-automation-roi

Analyze automation ROI for test cases and recommend which tests to automate based on value and effort. Use for prioritizing test automation investments.

melodic-software
melodic-software
417

analyze-pyramid

Analyze test pyramid health by examining test distribution across unit, integration, and E2E levels. Use for test portfolio assessment and rebalancing recommendations.

melodic-software
melodic-software
417

automation-strategy

Plan test automation strategies including ROI analysis, automation candidate selection, framework evaluation, and maintainable automation architecture.

melodic-software
melodic-software
417

wardley-map

Create a Wardley Map for a business or technology context. Use for visualizing value chains and strategic positioning.

melodic-software
melodic-software
417

diagnose

Run Windows system diagnostics to troubleshoot crashes, freezes, disk/memory issues, and hardware errors

melodic-software
melodic-software
417

system-diagnostics

Comprehensive Windows 11 system diagnostics via PowerShell. Diagnoses crashes, freezes, reboots, BSOD, disk health, memory issues, hardware errors, and performance problems. Use when troubleshooting Windows stability issues, analyzing Event Viewer logs, checking disk/memory health, investigating hardware errors, or diagnosing system performance problems.

melodic-software
melodic-software
417

gateway-script-design

Design gateway scripts as entry points for agentic coding. Use when creating CLI entry points for agents, designing subprocess-based agent invocation, or building script interfaces for agentic workflows.

melodic-software
melodic-software
417

dynamic-schema-design

Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations. Covers JSON column configuration, LINQ querying of JSON properties, indexing strategies, and schema evolution patterns for headless CMS architectures.

melodic-software
melodic-software
417

headless-api-design

Use when designing content delivery APIs for headless CMS architectures. Covers REST and GraphQL API patterns, content preview endpoints, localization strategies, pagination, filtering, caching headers, and API versioning for multi-channel content delivery.

melodic-software
melodic-software
417

image-optimization

Use when implementing responsive images, format conversion, focal point cropping, or image processing pipelines. Covers srcset generation, WebP/AVIF conversion, lazy loading, and image transformation APIs for headless CMS.

melodic-software
melodic-software
417

map-relationships

Visualize content relationships as a dependency graph. Shows how content types reference each other.

melodic-software
melodic-software
417

media-asset-management

Use when designing digital asset management systems, media libraries, upload pipelines, or asset metadata schemas. Covers media storage patterns, file organization, metadata extraction, and media APIs for headless CMS.

melodic-software
melodic-software
417

model-content

Design content type schema with fields, validation, and relationships. Use for content modeling workshops or quick schema design.

melodic-software
melodic-software
417

multi-site-theming

Use when implementing per-site themes, white-labeling, or brand override systems. Covers tenant-specific branding, theme inheritance, CSS variable hierarchies, and dynamic theme switching for multi-site CMS architectures.

melodic-software
melodic-software
417

navigation-architecture

Use when designing menu systems, breadcrumbs, mega-menus, or navigation APIs. Covers menu hierarchies, dynamic vs static navigation, mobile navigation patterns, and navigation endpoint design for headless CMS.

melodic-software
melodic-software
417

optimize-images

Design responsive image pipeline with srcset, modern formats, and lazy loading. Framework-specific implementations.

melodic-software
melodic-software
417

page-structure-design

Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless CMS architectures.

melodic-software
melodic-software
417

plan-sitemap

Generate sitemap and URL routing strategy. Creates XML sitemaps, URL patterns, and redirect rules.

melodic-software
melodic-software
417

taxonomy-architecture

Use when designing category hierarchies, tag systems, faceted classification, or vocabulary management for content organization. Covers flat vs hierarchical taxonomies, term relationships, multi-taxonomy content, and taxonomy APIs for headless CMS.

melodic-software
melodic-software
417

url-routing-patterns

Use when designing URL structures, slug generation, SEO-friendly URLs, redirects, or localized URL patterns. Covers route configuration, URL rewriting, canonical URLs, and routing APIs for headless CMS.

melodic-software
melodic-software
417

cursor-docs

Single source of truth and librarian for ALL Cursor documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Cursor documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from llms.txt; managing index metadata (keywords, tags, aliases); or rebuilding index from filesystem. Run scripts to scrape, find, and resolve documentation. Handles doc_id resolution, keyword search, natural language queries, category/tag filtering, alias resolution, llms.txt parsing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.

melodic-software
melodic-software
417

api-portal-design

API documentation and developer portal design

melodic-software
melodic-software
417

Page 642 of 1486 · 74266 results

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FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.