The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 404 files from 1 741 authors, of which 61 763 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
| Process use when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, application-level logging, CDC, or native logs. Trigger with phrases like "implement database audit logging", "add audit trails", "track database changes", or "monitor database activity for compliance".
| Process use when you need to implement multi-tier caching to improve database performance. This skill sets up Redis, in-memory caching, and CDN layers to reduce database load. Trigger with phrases like "implement database caching", "add Redis cache layer", "improve query performance with caching", or "reduce database load".
Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user experience monitoring or tracking custom performance events. Trigger with phrases like "setup RUM", "track Core Web Vitals", or "monitor real user performance".
| Incident Response Planner - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.
| Incremental Load Setup - Auto-activating skill for Data Pipelines. Part of the Data Pipelines skill category.
| Inference Latency Profiler - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
| Apply the six principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity) to product design, copy, and sales. Use when the user mentions "social proof", "persuasive copy", "why users don''t convert", or "ethical persuasion". For deal negotiation tactics, see negotiation. For viral word-of-mouth, see contagious. Trigger with 'influence', 'psychology'.
| Infographic Outline Creator - Auto-activating skill for Visual Content. Part of the Visual Content skill category.
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| This skill enables Claude to detect infrastructure drift from a desired state. It uses the `drift-detect` command to identify discrepancies between the current infrastructure configuration and the intended configuration, as defined in infrastructure-as-code tools like Terraform. Use this skill when the user asks to check for infrastructure drift, identify configuration changes, or ensure that the current infrastructure matches the desired state. It is particularly useful in DevOps workflows for maintaining infrastructure consistency and preventing configuration errors. Trigger this skill when the user mentions "drift detection," "infrastructure changes," "configuration drift," or requests a "drift report."
| This skill enables Claude to collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. It is triggered when the user requests "collect infrastructure metrics", "monitor server performance", "set up performance dashboards", or needs to analyze system resource utilization. The skill configures metrics collection, sets up aggregation, and helps create infrastructure dashboards for health monitoring and capacity tracking. It supports configuration for Prometheus, Datadog, and CloudWatch.
| Input Validation Checker - Auto-activating skill for Security Fundamentals. Part of the Security Fundamentals skill category.
| This skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-supplied data is not properly sanitized or validated before being used in operations, which could lead to security exploits like SQL injection, cross-site scripting (XSS), or command injection. Use this skill when the user asks to "scan for input validation issues", "check input sanitization", "find potential XSS vulnerabilities", or similar requests related to securing user input. It is particularly useful during code reviews, security audits, and when hardening applications against common web vulnerabilities. The skill leverages the input-validation-scanner plugin to perform the analysis.
| Insecure Deserialization Checker - Auto-activating skill for Security Fundamentals. Part of the Security Fundamentals skill category.
| Installation Guide Creator - Auto-activating skill for Technical Documentation. Part of the Technical Documentation skill category.
| Manage this skill enables AI assistant to seamlessly integrate with various secrets managers like hashicorp vault and aws secrets manager. it generates configurations and setup code, ensuring best practices for secure credential management. use this skill when... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
| Integration Test Generator - Auto-activating skill for API Integration. Part of the API Integration skill category.
| This skill enables Claude to run and manage integration test suites. It automates environment setup, database seeding, service orchestration, and cleanup. Use this skill when the user asks to "run integration tests", "execute integration tests", or any command that implies running integration tests for a project, including specifying particular test suites or options like code coverage. It is triggered by phrases such as "/run-integration", "/rit", or requests mentioning "integration tests". The plugin handles database creation, migrations, seeding, and dependent service management.
| Integration Test Setup - Auto-activating skill for Test Automation. Part of the Test Automation skill category.
| Invoice Generator - Auto-activating skill for Business Automation. Part of the Business Automation skill category.
| Build native iOS interfaces following Apple Human Interface Guidelines. Use when the user mentions "iPhone app", "iPad layout", "SwiftUI", "UIKit", "Dynamic Island", "safe areas", or "HIG compliance". Covers navigation patterns, accessibility, SF Symbols, and platform conventions. For general UI polish, see refactoring-ui. For affordance design, see design-everyday-things. Trigger with 'ios', 'hig', 'design'.
| Iso27001 Gap Analyzer - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.
| Istio Service Mesh Config - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Jenkins Pipeline Intro - Auto-activating skill for DevOps Basics. Part of the DevOps Basics skill category.
| Jest Test Generator - Auto-activating skill for Test Automation. Part of the Test Automation skill category.
| Jira Ticket Generator - Auto-activating skill for Enterprise Workflows. Part of the Enterprise Workflows skill category.
| Jira Workflow Creator - Auto-activating skill for Enterprise Workflows. Part of the Enterprise Workflows skill category.
| Jmeter Test Plan Creator - Auto-activating skill for Performance Testing. Part of the Performance Testing skill category.
| Analyze what customers truly need by discovering the "job" they hire your product to do. Use when the user mentions "customer discovery", "why customers churn", "what job does this solve", "competing against luck", or "product-market fit". Covers JTBD interviews, competition analysis, and jobs-oriented roadmaps. For product positioning, see obviously-awesome. For rapid validation, see design-sprint. Trigger with 'jobs', 'to', 'be'.
| Jsdoc Comment Generator - Auto-activating skill for Technical Documentation. Part of the Technical Documentation skill category.
| Json Config Manager - Auto-activating skill for DevOps Basics. Part of the DevOps Basics skill category.
| Jwt Token Validator - Auto-activating skill for Security Fundamentals. Part of the Security Fundamentals skill category.
| K6 Script Generator - Auto-activating skill for Performance Testing. Part of the Performance Testing skill category.
| Kafka Producer Consumer - Auto-activating skill for Backend Development. Part of the Backend Development skill category.
| Kafka Stream Processor - Auto-activating skill for Data Pipelines. Part of the Data Pipelines skill category.
| Key Rotation Manager - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.
| Keyboard Navigation Tester - Auto-activating skill for Frontend Development. Part of the Frontend Development skill category.
| Kpi Definition Helper - Auto-activating skill for Data Analytics. Part of the Data Analytics skill category.
| Kubernetes Configmap Handler - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Kubernetes Deployment Creator - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Kubernetes Ingress Config - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Kubernetes Rbac Analyzer - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.
| Kubernetes Secrets Manager - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Kubernetes Service Manager - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Lambda Function Generator - Auto-activating skill for AWS Skills. Part of the AWS Skills skill category.
| Lambda Layer Creator - Auto-activating skill for AWS Skills. Part of the AWS Skills skill category.
| Lazy Loading Implementer - Auto-activating skill for Frontend Development. Part of the Frontend Development skill category.
| Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", or "test assumptions". Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done. Trigger with 'lean', 'startup'.
| Learning Rate Scheduler - Auto-activating skill for ML Training. Part of the ML Training skill category.
| License Compliance Scanner - Auto-activating skill for Security Fundamentals. Part of the Security Fundamentals skill category.
| Linear Issue Generator - Auto-activating skill for Enterprise Workflows. Part of the Enterprise Workflows skill category.
| Linux Commands Guide - Auto-activating skill for DevOps Basics. Part of the DevOps Basics skill category.
| This skill configures load balancers, including ALB, NLB, Nginx, and HAProxy. It generates production-ready configurations based on specified requirements and infrastructure. Use this skill when the user asks to "configure load balancer", "create load balancer config", "generate nginx config", "setup HAProxy", or mentions specific load balancer types like "ALB" or "NLB". It's ideal for DevOps tasks, infrastructure automation, and generating load balancer configurations for different environments.
| This skill enables Claude to test load balancing strategies. It validates traffic distribution across backend servers, tests failover scenarios when servers become unavailable, verifies sticky sessions, and assesses health check functionality. Use this skill when the user asks to "test load balancer", "validate traffic distribution", "test failover", "verify sticky sessions", or "test health checks". It is specifically designed for testing load balancing configurations using the `load-balancer-tester` plugin.
| This skill enables Claude to create and execute load tests for performance validation. It is designed to generate load test scripts using tools like k6, JMeter, and Artillery, based on specified test scenarios. Use this skill when the user requests to create a "load test", conduct "performance testing", validate "application performance", or needs a "stress test" to identify breaking points in the application. The skill helps define performance thresholds and provides execution instructions.
| Load Test Scenario Planner - Auto-activating skill for Performance Testing. Part of the Performance Testing skill category.
| Execute comprehensive load and stress testing to validate API performance and scalability. Use when validating API performance under load. Trigger with phrases like "load test the API", "stress test API", or "benchmark API performance".
| Locust Test Creator - Auto-activating skill for Performance Testing. Part of the Performance Testing skill category.
| This skill sets up log aggregation solutions using ELK (Elasticsearch, Logstash, Kibana), Loki, or Splunk. It generates production-ready configurations and setup code based on specific requirements and infrastructure. Use this skill when the user requests to set up logging infrastructure, configure log aggregation, deploy ELK stack, deploy Loki, deploy Splunk, or needs help with observability. It is triggered by terms like "log aggregation," "ELK setup," "Loki configuration," "Splunk deployment," or similar requests for centralized logging solutions.
| Log Analysis Security - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.
Answers built from the skills we actually parsed.