AI Skills
Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.

cloud-create-project
Create Elastic Cloud Serverless projects (Elasticsearch, Observability, Security) and bootstrap API keys.

microsoft-sharepoint
Connect to Microsoft SharePoint for document management, file storage, and team collaboration.

marketing-psychology
Apply psychological principles and behavioral science to copy, design, and pricing.

app-store-preflight-skills
Scan iOS/macOS Xcode projects for App Store rejection patterns before submission.

unit-test-utility-methods
Test patterns for utility classes, static methods, and pure functions with edge case coverage.

langchain4j-tool-function-calling-patterns
Annotate Java methods as LLM-callable tools, register with AiServices, and handle execution errors in LangChain4j agents.

unit-test-security-authorization
Unit test Spring Security authorization with @PreAuthorize, @Secured, and role-based access control patterns.

scvi-tools
Deep learning for single-cell analysis: batch correction, integration, and multi-modal workflows with scvi-tools.

sf-flow
Create and validate Salesforce Flows with 110-point scoring across 6 categories.

pr-review
Validate and review pull requests for MiniMax Skills repository compliance.

observability-edot-java-instrument
Instrument Java applications with Elastic's OpenTelemetry agent for automatic tracing, metrics, and logs.

instrument-data-to-allotrope
Convert laboratory instrument files to standardized Allotrope Simple Model (ASM) JSON or CSV for LIMS and data systems.

arize-dataset
Create, manage, and query Arize datasets and examples for evaluation and testing.

lean-ux-canvas
Guide teams through Lean UX Canvas v2 to frame problems, surface assumptions, and define learning goals before building.

langchain4j-rag-implementation-patterns
RAG implementation patterns with LangChain4j for Java: document ingestion, embeddings, and semantic search.

shadertoy
GLSL fragment shader development for Shadertoy and WebGL procedural graphics.

ios-swift-development
Develop native iOS apps with Swift, SwiftUI, MVVM, and modern async patterns.

unit-test-exception-handler
Unit test patterns for Spring Boot @ExceptionHandler and @ControllerAdvice with MockMvc

arize-experiment
Create, run, and analyze Arize experiments to evaluate and compare model performance.

shadcn-ui
Build accessible UI components with shadcn/ui integrated into the Stitch design loop.

cloud-access-management
Manage Elastic Cloud organization access: invite users, assign roles, and control API keys.

feishu-lark
Send messages and interactive cards to Feishu/Lark channels via webhooks or Bot API.

mapbox-web-performance-patterns
Performance optimization patterns for Mapbox GL JS web applications, prioritized by user experience impact.

Agentic UX Design - Relationship-Centric Interfaces
Design AI-first interfaces that build lasting relationships through memory, trust evolution, and collaborative planning.

self-improvement
Capture learnings, errors, and feature requests to enable continuous improvement and knowledge promotion.

hard-call
Framework for irreversible decisions with no good options—use 10/10/10, reversibility test, and regret minimization.

memory-optimize
Optimize Claude Code memory files in 4 interactive steps, reducing token count by 30-50%.

langchain4j-spring-boot-integration
Integrate LangChain4j with Spring Boot using declarative AI Services, auto-configuration, and dependency injection.

branding
Define and audit brand strategy—purpose, values, positioning, storytelling, voice, and narrative.

troubleshooting-s3-files
Diagnose and resolve Amazon S3 Files mount failures, permissions, sync, and performance issues.