Agent skills

Skills you can use with AI coding agents, indexed from public GitHub repositories.

Latest Most Popular

c4-modeling C4 architectural modeling for documenting software architecture. Use when creating architecture diagrams, planning new systems, communicating with stakeholders, or conducting architecture reviews.
aiskillstore/marketplace 232
docs-retrieval Retrieve documentation context from local ai-docs. Check here first when implementing features, debugging errors, or needing library information. Fall back to web search if topic not found locally.
aiskillstore/marketplace 232
codebase-analysis Patterns and techniques for analyzing brownfield codebases. Use when onboarding to unfamiliar code, preparing for refactoring, conducting architecture reviews, or identifying technical debt.
aiskillstore/marketplace 232
orchestration Skills for orchestrating tasks across multiple AI providers and execution environments. Parent skill category containing native-invoke and related delegation patterns.
aiskillstore/marketplace 232
orchestration-native-invoke Invoke external AI CLIs via native Task agents (Claude, Codex, Gemini, Cursor). Primary mode for multi-provider orchestration with fork-terminal fallback for auth.
aiskillstore/marketplace 232
allaymc-plugin-dev Build, update, and troubleshoot AllayMC plugins in Java or other JVM languages. Use when creating a new AllayMC plugin, migrating an existing plugin to a new Allay API version, wiring commands/events/tasks/config, or setting up Gradle and plugin metadata (plugin.json or AllayGradle plugin block).
aiskillstore/marketplace 232
patchright-skill Patchright-based browser automation with bot detection bypass. Use when Claude needs to interact with local web applications, test localhost/dev servers, take screenshots, or perform UI interactions on private networks. Ideal for QA automation, frontend debugging, E2E testing, and pre-deployment verification on local development environments.
aiskillstore/marketplace 232
crawl4ai This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema generation for efficient, LLM-free extraction.
aiskillstore/marketplace 232
skill-lookup Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or mentions skills for Claude. Use for discovering, retrieving, and installing skills.
aiskillstore/marketplace 232
shadcn Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".
aiskillstore/marketplace 232
mcp-tool-creation Master creating MCP tools with type-safe parameters, automatic schema generation, and best practices
aiskillstore/marketplace 232
error-conversion-guide Guides users on error conversion patterns, From trait implementations, and the ? operator. Activates when users need to convert between error types or handle multiple error types in a function.
aiskillstore/marketplace 232
parquet-optimization Proactively analyzes Parquet file operations and suggests optimization improvements for compression, encoding, row group sizing, and statistics. Activates when users are reading or writing Parquet files or discussing Parquet performance.
aiskillstore/marketplace 232
data-lake-architect Provides architectural guidance for data lake design including partitioning strategies, storage layout, schema design, and lakehouse patterns. Activates when users discuss data lake architecture, partitioning, or large-scale data organization.
aiskillstore/marketplace 232
object-store-best-practices Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.
aiskillstore/marketplace 232
async-patterns-guide Guides users on modern async patterns including native async fn in traits, async closures, and avoiding async-trait when possible. Activates when users work with async code.
aiskillstore/marketplace 232
mock-strategy-guide Guides users on creating mock implementations for testing with traits, providing test doubles, and avoiding tight coupling to test infrastructure. Activates when users need to test code with external dependencies.
aiskillstore/marketplace 232
mcp-server-best-practices Production-ready patterns and best practices for MCP servers - architecture, security, performance, and maintenance
aiskillstore/marketplace 232
error-handler-advisor Proactively reviews error handling patterns and suggests improvements using Result types, proper error propagation, and idiomatic patterns. Activates when users write error handling code or use unwrap/expect.
aiskillstore/marketplace 232
lambda-optimization-advisor Reviews AWS Lambda functions for performance, memory configuration, and cost optimization. Activates when users write Lambda handlers or discuss Lambda performance.
aiskillstore/marketplace 232
test-coverage-advisor Reviews test coverage and suggests missing test cases for error paths, edge cases, and business logic. Activates when users write tests or implement new features.
aiskillstore/marketplace 232
mcp-resources-guide Implement MCP resources that provide data and files to AI assistants - URIs, caching, and streaming
aiskillstore/marketplace 232
datafusion-query-advisor Reviews SQL queries and DataFrame operations for optimization opportunities including predicate pushdown, partition pruning, column projection, and join ordering. Activates when users write DataFusion queries or experience slow query performance.
aiskillstore/marketplace 232
port-adapter-designer Helps design port traits and adapter implementations for external dependencies. Activates when users need to abstract away databases, APIs, or other external systems.
aiskillstore/marketplace 232