Install once. Invoke anywhere.

Reusable agent skills for every repository.

Browse curated skills with install commands, trigger phrases, and quality signals so your agents ship faster with less guesswork.

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Skills library

Filter by topic, language, and quality signals—then open any skill for install steps and repository context.

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26355 skills

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sw-data-scientist
Ai

This skill helps you design and analyze experiments, perform causal inference, and forecast business metrics across time-series data.

AnalyticsDataProductResearch+1
amped-openclaw
Api

This skill enables cross-chain DeFi operations using OpenClaw to swap, bridge, and manage money markets across multiple chains with security controls.

AutomationIntegration TestsPythonPython
sw-ado-multi-project-mapper
Automation

This skill maps SpecWeave specs to multiple Azure DevOps projects with intelligent detection, enabling seamless cross-project sync and coordination.

AzureCi CdDevopsPython+2
agentic-ai-gold-test
Ai

This skill analyzes agentic workflows and applies self-improving, security-focused strategies to improve reliability and autonomy.

AutomationBackendDevopsPython+3
sw-anomaly-detector
Analytics

This skill detects anomalies and outliers across data streams using statistical methods, isolation forests, and autoencoders to improve fraud, security, and

BackendDataPerformanceSecurity+1
sw-expo-workflow
Automation

This skill guides Expo SDK 54+ workflows, EAS Build/Update, and Router v6 integration to accelerate mobile development and OTA deployment.

Ci CdDebuggingDevopsExpo+2
sw-kafka-mcp-integration
Automation

This skill helps configure and compare Kafka MCP servers for Claude Desktop, enabling quick auto-detection, setup guidance, and reliable topic access.

CliDebuggingDevopsPython+2
amped-defi-plugin
Analytics

This skill enables cross-chain DeFi operations including swaps, bridges and money markets via SODAX, streamlining multi-chain portfolio management.

ApiAutomationBackendIntegration Tests+2
sw-code-reviewer
Code Review

This skill performs AI-assisted code reviews for quality, security, and maintainability, integrating static analysis tools and production-ready best practices.

PerformancePythonSecurityPython
sw-mlops-dag-builder
Ai

This skill guides building platform-agnostic DAG-based ML pipelines with Airflow, Dagster, Kubeflow, or Prefect for scalable ML workflows.

CloudDataDevopsPython+1
sw-jira-resource-validator
Api

This skill validates Jira projects and boards, auto-creates missing resources, and updates configuration to ensure Jira integration works smoothly.

AutomationBackendDebuggingDevops+2
sw-frontend-architect
Angular

This skill helps you design scalable React, Next.js, Vue, and Angular architectures with atomic design and optimized state management.

DesignFrontendNextjsReact+2
sw-compliance-architecture
Cloud

This skill helps design enterprise compliant architectures across SOC 2, HIPAA, GDPR, and PCI-DSS with audit-ready controls and evidence.

DataDevopsPythonSecurity+1
sw-increment-quality-judge-v2
Ai

This skill performs AI-powered quality assessment of increments using BMAD risk scoring and formal PASS/CONCERNS/FAIL gates.

BackendPythonSecurityTesting+1
sw-distributed-tracing
Api

This skill helps implement distributed tracing with Jaeger and Tempo to monitor request flows across microservices and identify bottlenecks.

BackendDebuggingMonitoringObservability+2
sw-mlops-engineer
Ai

This skill assists you design and deploy scalable ML pipelines, tracking experiments, and managing models using MLflow and Kubeflow across cloud platforms.

AutomationCloudDevopsMonitoring+2
sw-k8s-manifest-generator
Automation

This skill generates production-grade Kubernetes manifests for Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims with best practices.

CloudDevopsInfraPython+2
sw-jira-sync-judge
Api

This skill verifies JIRA synchronization correctness and resolves conflicts by auditing results, validating status transitions, and ensuring external tool

BackendDataDebuggingTesting+1
sw-ml-pipeline-orchestrator
Ai

This skill guides end-to-end ML projects from spec to deployment using SpecWeave increments for reproducible, living workflows.

AnalyticsAutomationDevopsPython+1
sw-architect
Api

This skill guides scalable system design by producing ADRs, diagrams, and decision records to enable maintainable, data-driven architecture decisions.

BackendDatabaseDesignPlanning+1
sw-jira-mapper
Api

This skill maps SpecWeave increments to JIRA structure with bidirectional sync, enabling traceable exports, imports, and configuration.

AutomationBackendDataPython+2
FAQ

Frequently Asked Questions

Common questions about agent skills, how they work, and how to use this directory.

An agent skill is a packaged unit of behavior, including prompts, tool wiring, and documentation, that you can install into a compatible AI agent or IDE to give it a new capability. Instead of re-explaining a task every time, you install a skill once and the agent can invoke it whenever it is relevant. This directory lists skills you can use with clients like Claude Code, Codex, and other compatible agents.

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