jeremylongshore

This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests ...

Aggregate breaking crypto news, announcements, and market-moving events in real-time.Use when staying updated on crypto market events.Trigger with phr...

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data from ...

This skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to assess c...

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigger ...

Analyze dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependenci...

Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss.Use when analyzing DEX liquidity pools.Trigger with phrases like "ana...

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when troublesho...

Analyze crypto market sentiment from social media, news, and on-chain metrics.Use when gauging market sentiment and social trends.Trigger with phrases...

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trigger...

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API calls. ...

Calculate NFT rarity scores and floor prices across collections and marketplaces.Use when analyzing NFT collections and rarity.Trigger with phrases li...

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like "a...

Track crypto options flow to identify institutional positioning and market sentiment.Use when tracking institutional options flow.Trigger with phrases...

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers, as...

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or ...

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze co...

This skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positive,...

This skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when th...

Use when you need to archive historical database records to reduce primary database size.This skill automates moving old data to archive tables or col...

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare for ...

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigger ...

Review crypto wallet security including private key management and transaction signing.Use when auditing wallet security practices.Trigger with phrase...

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing API...

Use when you need to automate database backup processes with scheduling and encryption.This skill creates backup scripts for PostgreSQL, MySQL, MongoD...

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Trigge...

Build secure API authentication systems with OAuth2, JWT, API keys, and session management.Use when implementing secure authentication flows.Trigger w...

Create API gateways with routing, load balancing, rate limiting, and authentication.Use when routing and managing multiple API services.Trigger with p...

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows from ...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidance a...

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classifica...

Use when constructing GitOps workflows using ArgoCD or Flux. Trigger with phrases like "create GitOps workflow", "setup ArgoCD", "configure Flux", or ...

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions.Use when building GraphQL APIs with schemas and resolvers.Trig...

This skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when...

This skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. it ...

This skill empowers AI assistant to build reusable terraform modules based on user specifications. it leverages the terraform-module-builder plugin to...

Build scalable WebSocket servers for real-time bidirectional communication.Use when enabling real-time bidirectional communication.Trigger with phrase...

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with phra...

Draft changelog PRs by collecting GitHub/Slack/Git changes, formatting with templates, running quality gates, and preparing a branch/PR. Use when gene...

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance', 'v...

Use when you need to work with compliance checking.This skill provides compliance monitoring and validation with comprehensive guidance and automation...

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP com...

Analyze session management implementations to identify security vulnerabilities in web applications.Use when you need to audit session handling, check...

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitor...

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigger ...

Use when you need to work with auto-scaling.This skill provides auto-scaling configuration with comprehensive guidance and automation.Trigger with phr...

Use when configuring load balancers including ALB, NLB, Nginx, and HAProxy. Trigger with phrases like "configure load balancer", "create ALB", "setup ...

This skill configures service meshes like istio and linkerd for microservices. it generates production-ready configurations, implements best practices...

This skill enables AI assistant to create intelligent alerting rules for proactive performance monitoring. it is triggered when the user requests to "...

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger wit...

This skill enables AI assistant to create application performance monitoring (apm) dashboards. it is triggered when the user requests the creation of ...

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "gr...

This skill enhances AI assistant's ability to conduct web research and translate findings into actionable github issues. it automates the process of e...

Use when generating Kubernetes deployment manifests and services. Trigger with phrases like "create kubernetes deployment", "generate k8s manifest", "...

Create webhook endpoints with signature verification, retry logic, and payload validation.Use when receiving and processing webhook events.Trigger wit...

This skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best pr...

Use when deploying monitoring stacks including Prometheus, Grafana, and Datadog. Trigger with phrases like "deploy monitoring stack", "setup prometheu...

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.Trig...

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected de...

Use when you need to work with deadlock detection.This skill provides deadlock detection and resolution with comprehensive guidance and automation.Tri...

Use when detecting infrastructure drift from desired state. Trigger with phrases like "check for drift", "infrastructure drift detection", "compare ac...

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or ident...

This skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performance ...

Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing perfor...

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, revi...

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger with p...

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'validate...

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use ...

This skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests mo...

This skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests exp...

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger with ...

Detect profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigger wi...

Identify security misconfigurations in infrastructure-as-code, application settings, and system configurations.Use when you need to audit Terraform/Cl...

Manage Firebase/Firestore operations including CRUD, queries, batch processing, and index/rule guidance.Use when you need to create/update/query Fires...

This skill enables AI assistant to forecast future values based on historical time series data. it analyzes time-dependent data to identify trends, se...

Perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.Use when performing specialized testing.Trigger with phrases like "f...

Generate API contracts and OpenAPI specifications from code or design documents.Use when documenting API contracts and specifications.Trigger with phr...

Create comprehensive API documentation with examples, authentication guides, and SDKs.Use when creating comprehensive API documentation.Trigger with p...

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrases l...

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance report...

Generates conventional commit messages using AI. It analyzes code changes and suggests a commit message adhering to the conventional commits specifica...

This skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker libr...

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger wi...

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers.Use when creating high-performance gRPC services.Trigger with phra...

Use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kuberne...

Use when generating infrastructure as code configurations. Trigger with phrases like "create Terraform config", "generate CloudFormation template", "w...

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Trigge...

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger wit...

Generate comprehensive security audit reports for applications and systems.Use when you need to assess security posture, identify vulnerabilities, eva...

Use when generating conventional commit messages from staged git changes. Trigger with phrases like "create commit message", "generate smart commit", ...

Use when you need to work with stored procedure generation.This skill provides stored procedure code generation with comprehensive guidance and automa...

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with phr...

Generate mocks, stubs, spies, and fakes for dependency isolation.Use when creating mocks, stubs, or test isolation fixtures.Trigger with phrases like ...

Generate comprehensive test reports with metrics, coverage, and visualizations.Use when performing specialized testing.Trigger with phrases like "gene...

Generate trading signals using technical indicators and on-chain metrics.Use when receiving trading signals and alerts.Trigger with phrases like "get ...

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test coverag...

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on sk...

Implement standardized error handling with proper HTTP status codes and error responses.Use when implementing standardized error handling.Trigger with...

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and automat...

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-lev...

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 reduc...

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user e...

This skill enables AI assistant to seamlessly integrate with various secrets managers like hashicorp vault and aws secrets manager. it generates confi...

Execute comprehensive load and stress testing to validate API performance and scalability.Use when validating API performance under load.Trigger with ...

Monitor and log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trigger...

Implement intelligent API response caching with Redis, Memcached, and CDN integration.Use when optimizing API performance with caching.Trigger with ph...

Enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, review...

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automation....

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigger ...

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.Trig...

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automation...

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger wi...

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trigger...

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test the...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and automa...

Implement environment and configuration management with comprehensive guidance and automation.Use when you need to work with environment configuration...

Use when managing Kubernetes network policies and firewall rules. Trigger with phrases like "create network policy", "configure firewall rules", "rest...

Create and validate component snapshots for UI regression testing.Use when performing specialized testing.Trigger with phrases like "update snapshots"...

This skill enables AI assistant to manage and monitor ssl/tls certificates using the ssl-certificate-manager plugin. it is activated when the user req...

Provision and manage isolated test environments with configuration and data.Use when performing specialized testing.Trigger with phrases like "manage ...

Implement API migrations between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phrase...

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger wit...

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger with p...

Build real-time API monitoring dashboards with metrics, alerts, and health checks.Use when tracking API health and performance metrics.Trigger with ph...

This skill enables AI assistant to monitor and analyze cpu usage patterns within applications. it helps identify cpu hotspots, analyze algorithmic com...

Monitor cross-chain bridge security, liquidity, and transaction status across networks.Use when monitoring cross-chain asset transfers.Trigger with ph...

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and automat...

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and automat...

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and da...

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "trac...

This skill enables AI assistant to analyze and improve application caching strategies. it optimizes cache hit rates, ttl configurations, cache key des...

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automation.T...

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automation....

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize ...

Find and compare DeFi yield opportunities across protocols with APY calculations.Use when finding optimal DeFi yield opportunities.Trigger with phrase...

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger wi...

This skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance. it analyzes the prompt, ide...

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

Compare staking rewards across validators and networks with ROI calculations.Use when optimizing proof-of-stake rewards.Trigger with phrases like "opt...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and automa...

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent collabo...

Coordinate parallel test execution across multiple environments and frameworks.Use when performing specialized testing.Trigger with phrases like "orch...

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrases b...

Perform security penetration testing to identify vulnerabilities. Use when conducting security assessments. Trigger with 'run pentest', 'security test...

This skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generate...

Analyze code, infrastructure, and configurations by conducting comprehensive security audits. It leverages tools within the security-pro-pack plugin, ...

This skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilit...

Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues.Use when performing security assess...

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and automat...

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data tra...

Optimize bulk API requests with batching, throttling, and parallel execution.Use when processing bulk API operations efficiently.Trigger with phrases ...

Process images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classificatio...

This skill enables AI assistant to profile application performance, analyzing cpu usage, memory consumption, and execution time. it is triggered when ...

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks o...

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas.Use when protecting APIs from excessive requests.Trigger with ph...

Analyze and guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify inciden...

Optimize trade routing across multiple DEXs to find optimal prices and minimize slippage.Use when routing trades for best execution.Trigger with phras...

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests", "...

Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "clus...

Execute end-to-end tests covering full user workflows across frontend and backend.Use when performing specialized testing.Trigger with phrases like "r...

Execute integration tests validating component interactions and system integration.Use when performing specialized testing.Trigger with phrases like "...

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load condi...

Execute mutation testing to evaluate test suite effectiveness.Use when performing specialized testing.Trigger with phrases like "run mutation tests", ...

Execute load testing, stress testing, and performance benchmarking.Use when performing specialized testing.Trigger with phrases like "run load tests",...

Execute fast smoke tests validating critical functionality after deployment.Use when performing specialized testing.Trigger with phrases like "run smo...

Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).Use when auditing WCAG compliance or screen reader compatibility.Trig...

Detect API security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trigger wi...

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidance a...

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidance a...

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'chec...

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compl...

Detect exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed keys', o...

This skill enables comprehensive vulnerability scanning using the vulnerability-scanner plugin. it identifies security vulnerabilities in code, depend...

This skill enables AI assistant to automatically scan for xss (cross-site scripting) vulnerabilities in code. it is triggered when the user requests t...

Scan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input validation', 'check in...

Detect significant price movements and unusual volume across crypto markets.Use when tracking significant price movements.Trigger with phrases like "s...

This skill automates the setup of distributed tracing for microservices. it helps developers implement end-to-end request visibility by configuring co...

Implement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metr...

Use when setting up log aggregation solutions using ELK, Loki, or Splunk. Trigger with phrases like "setup log aggregation", "deploy ELK stack", "conf...

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementing a...

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "analyz...

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "data...

Test skill for E2E validation. Trigger with "run test skill" or "execute test".Use this skill when testing skill activation and tool permissions.

Test across multiple browsers and devices for cross-browser compatibility.Use when ensuring cross-browser or device compatibility.Trigger with phrases...

Validate load balancer behavior, failover, and traffic distribution.Use when performing specialized testing.Trigger with phrases like "test load balan...

Execute mobile app testing on iOS and Android devices/simulators.Use when performing specialized testing.Trigger with phrases like "test mobile app", ...

Detect visual changes in UI components using screenshot comparison.Use when detecting unintended UI changes or pixel differences.Trigger with phrases ...

Implement API throttling policies to protect backend services from overload.Use when controlling API request rates.Trigger with phrases like "throttle...

Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identifyin...

Track futures, options, and perpetual swap positions with P&L calculations.Use when tracking futures and options positions.Trigger with phrases like "...

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phrase...

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger wit...

This skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. it should be used when the user as...

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "manage...

Track and optimize resource usage across application stack including CPU, memory, disk, and network I/O. Use when identifying bottlenecks or optimizin...

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability targ...

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "trac...

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, tr...

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to max...

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessment, ...

Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).Use when performing specialized testing.Trigger with phras...

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phrase...

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases like ...

Validate authentication mechanisms for security weaknesses and compliance. Use when reviewing login systems or auth flows. Trigger with 'validate auth...

Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', 'che...

Validate CSRF protection implementations for security gaps. Use when reviewing form security or state-changing operations. Trigger with 'validate CSRF...

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential int...

Validate PCI-DSS compliance for payment card data security. Use when auditing payment systems. Trigger with 'validate PCI-DSS', 'check payment securit...

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API respon...

Implement API versioning with backward compatibility, deprecation notices, and migration paths.Use when managing API versions and backward compatibili...

Automatic activation for all google vertex ai multimodal operations - Use when appropriate context detected. Trigger with relevant phrases based on sk...

Validate messaging consistency across website, GitHub repos, and local documentation generating read-only discrepancy reports. Use when checking conte...

Enforce complete Taskwarrior integration for all coding tasks with automatic decomposition, time tracking, and dependency management. Use when managin...

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigger ...

Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).Use when auditing WCAG compliance or screen reader compatibility.Trig...

Build production-ready AI agents using Google's Agent Development Kit with Claude integration, React patterns, multi-agent orchestration, and comprehe...

Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank....

Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use wh...

'Proactive auto-loading: automatically detects and loads agents.md files Use when appropriate context detected. Trigger with relevant phrases based on...

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on sk...

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessment, ...

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent collabo...

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected de...

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger wit...

Build secure API authentication systems with OAuth2, JWT, API keys, and session management.Use when implementing secure authentication flows.Trigger w...

Process bulk API requests efficiently with batching, throttling, and parallel execution.Use when processing bulk API operations efficiently.Trigger wi...

Implement intelligent API response caching with Redis, Memcached, and CDN integration.Use when optimizing API performance with caching.Trigger with ph...

Generate API contracts and OpenAPI specifications from code or design documents.Use when documenting API contracts and specifications.Trigger with phr...

Create comprehensive API documentation with examples, authentication guides, and SDKs.Use when creating comprehensive API documentation.Trigger with p...

Implement standardized error handling with proper HTTP status codes and error responses.Use when implementing standardized error handling.Trigger with...

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger with p...

Perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.Use when performing specialized testing.Trigger with phrases like "f...

Create API gateways with routing, load balancing, rate limiting, and authentication.Use when routing and managing multiple API services.Trigger with p...

Execute comprehensive load and stress testing to validate API performance and scalability.Use when validating API performance under load.Trigger with ...

Migrate APIs between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phrases like "migr...

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger wit...

Build real-time API monitoring dashboards with metrics, alerts, and health checks.Use when tracking API health and performance metrics.Trigger with ph...

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas.Use when protecting APIs from excessive requests.Trigger with ph...

Log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trigger with phrase...

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phrase...

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases like ...

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrases l...

Scan APIs for security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trigger...

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing API...

Manage API throttling policies to protect backend services from overload.Use when controlling API request rates.Trigger with phrases like "throttle AP...

Manage API versions with backward compatibility, deprecation notices, and migration paths.Use when managing API versions and backward compatibility.Tr...

Identify profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigger ...

Validate authentication mechanisms for security weaknesses and compliance. Use when reviewing login systems or auth flows. Trigger with 'validate auth...

Use when you need to work with auto-scaling.This skill provides auto-scaling configuration with comprehensive guidance and automation.Trigger with phr...

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows from ...

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and automat...

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger with ...

Test across multiple browsers and devices for cross-browser compatibility.Use when ensuring cross-browser or device compatibility.Trigger with phrases...

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests", "...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidance a...

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classifica...

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automation.T...

Execute clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or "g...

Automatically formats and validates code files using Prettier and other formatting tools.Use when users mention "format my code", "fix formatting", "a...

Use when you need to work with compliance checking.This skill provides compliance monitoring and validation with comprehensive guidance and automation...

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance report...

Process images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classificatio...

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automation....

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidance a...

Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).Use when performing specialized testing.Trigger with phras...

Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', 'che...

Monitor cross-chain bridge security, liquidity, and transaction status across networks.Use when monitoring cross-chain asset transfers.Trigger with ph...

Track futures, options, and perpetual swap positions with P&L calculations.Use when tracking futures and options positions.Trigger with phrases like "...

Aggregate breaking crypto news, announcements, and market-moving events in real-time.Use when staying updated on crypto market events.Trigger with phr...

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phrase...

Generate trading signals using technical indicators and on-chain metrics.Use when receiving trading signals and alerts.Trigger with phrases like "get ...

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with phra...

Validate CSRF protection implementations for security gaps. Use when reviewing form security or state-changing operations. Trigger with 'validate CSRF...

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data tra...

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'chec...

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential int...

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "gr...

Use when you need to archive historical database records to reduce primary database size.This skill automates moving old data to archive tables or col...

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-lev...

Use when you need to automate database backup processes with scheduling and encryption.This skill creates backup scripts for PostgreSQL, MySQL, MongoD...

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 reduc...

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automation....

Use when you need to work with deadlock detection.This skill provides deadlock detection and resolution with comprehensive guidance and automation.Tri...

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigger ...

Use when you need to work with database documentation.This skill provides automated documentation generation with comprehensive guidance and automatio...

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and automat...

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigger ...

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigger ...

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.Trig...

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automation...

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger wi...

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.Trig...

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidance a...

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trigger...

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test the...

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and automat...

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "data...

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize ...

Find and compare DeFi yield opportunities across protocols with APY calculations.Use when finding optimal DeFi yield opportunities.Trigger with phrase...

Check dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependencies...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and automa...

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and automa...

Route trades across multiple DEXs to find optimal prices and minimize slippage.Use when routing trades for best execution.Trigger with phrases like "f...

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and automat...

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger wi...

Execute end-to-end tests covering full user workflows across frontend and backend.Use when performing specialized testing.Trigger with phrases like "r...

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'validate...

Use when you need to work with environment configuration.This skill provides environment and configuration management with comprehensive guidance and ...

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and da...

Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics,...

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and automat...

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use ...

Firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. Use wh...

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "analyz...

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger wi...

Provide production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Gemin...

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compl...

Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go. Deploy to Firebase Func...

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions.Use when building GraphQL APIs with schemas and resolvers.Trig...

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers.Use when creating high-performance gRPC services.Trigger with phra...

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance', 'v...

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to max...

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitor...

Scan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input validation', 'check in...

Execute integration tests validating component interactions and system integration.Use when performing specialized testing.Trigger with phrases like "...

Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss.Use when analyzing DEX liquidity pools.Trigger with phrases like "ana...

Validate load balancer behavior, failover, and traffic distribution.Use when performing specialized testing.Trigger with phrases like "test load balan...

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load condi...

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when troublesho...

Identify significant price movements and unusual volume across crypto markets.Use when tracking significant price movements.Trigger with phrases like ...

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger wit...

Analyze crypto market sentiment from social media, news, and on-chain metrics.Use when gauging market sentiment and social trends.Trigger with phrases...

Access and use project memories from previous sessions for context-aware assistance.Use when recalling past decisions, checking project conventions, o...

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or ident...

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trigger...

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data from ...

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, tr...

Execute mobile app testing on iOS and Android devices/simulators.Use when performing specialized testing.Trigger with phrases like "test mobile app", ...

Execute mutation testing to evaluate test suite effectiveness.Use when performing specialized testing.Trigger with phrases like "run mutation tests", ...

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API calls. ...

Calculate NFT rarity scores and floor prices across collections and marketplaces.Use when analyzing NFT collections and rarity.Trigger with phrases li...

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger with p...

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like "a...

Track crypto options flow to identify institutional positioning and market sentiment.Use when tracking institutional options flow.Trigger with phrases...

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Trigge...

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrases b...

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP com...

Validate PCI-DSS compliance for payment card data security. Use when auditing payment systems. Trigger with 'validate PCI-DSS', 'check payment securit...

Perform security penetration testing to identify vulnerabilities. Use when conducting security assessments. Trigger with 'run pentest', 'security test...

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API respon...

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks o...

Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing perfor...

Execute load testing, stress testing, and performance benchmarking.Use when performing specialized testing.Trigger with phrases like "run load tests",...

Automatically creates new claude code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, new...

Automatically validates claude code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. runs...

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user e...

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "manage...

Track and optimize resource usage across application stack including CPU, memory, disk, and network I/O. Use when identifying bottlenecks or optimizin...

Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identifyin...

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger wit...

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed keys',...

Generate comprehensive security audit reports for applications and systems.Use when you need to assess security posture, identify vulnerabilities, eva...

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers, as...

Guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify incidents, develop ...

Identify security misconfigurations in infrastructure-as-code, application settings, and system configurations.Use when you need to audit Terraform/Cl...

Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues.Use when performing security assess...

Analyze session management implementations to identify security vulnerabilities in web applications.Use when you need to audit session handling, check...

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability targ...

Execute fast smoke tests validating critical functionality after deployment.Use when performing specialized testing.Trigger with phrases like "run smo...

Create and validate component snapshots for UI regression testing.Use when performing specialized testing.Trigger with phrases like "update snapshots"...

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare for ...

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, revi...

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

Compare staking rewards across validators and networks with ROI calculations.Use when optimizing proof-of-stake rewards.Trigger with phrases like "opt...

Use when you need to work with stored procedure generation.This skill provides stored procedure code generation with comprehensive guidance and automa...

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementing a...

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze co...

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with phr...

Generate mocks, stubs, spies, and fakes for dependency isolation.Use when creating mocks, stubs, or test isolation fixtures.Trigger with phrases like ...

Provision and manage isolated test environments with configuration and data.Use when performing specialized testing.Trigger with phrases like "manage ...

Coordinate parallel test execution across multiple environments and frameworks.Use when performing specialized testing.Trigger with phrases like "orch...

Generate comprehensive test reports with metrics, coverage, and visualizations.Use when performing specialized testing.Trigger with phrases like "gene...

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or ...

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "trac...

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Trigge...

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test coverag...

Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generate...

Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and...

Inspect and validate Vertex AI Agent Engine deployments including Code Execution Sandbox, Memory Bank, A2A protocol compliance, and security posture. ...

Automatic activation for all google vertex ai multimodal operations - Use when appropriate context detected. Trigger with relevant phrases based on sk...

Detect visual changes in UI components using screenshot comparison.Use when detecting unintended UI changes or pixel differences.Trigger with phrases ...

Audit crypto wallet security including private key management and transaction signing.Use when auditing wallet security practices.Trigger with phrases...

Create webhook endpoints with signature verification, retry logic, and payload validation.Use when receiving and processing webhook events.Trigger wit...

Build scalable WebSocket servers for real-time bidirectional communication.Use when enabling real-time bidirectional communication.Trigger with phrase...

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "trac...

'Proactive yaml intelligence: automatically activates when working with Use when appropriate context detected. Trigger with relevant phrases based on ...

| Build production-ready AI agents using Google's Agent Development Kit with AI assistant integration, React patterns, multi-agent orchestration, and ...

Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and...

| Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to m...

| Use when setting up log aggregation solutions using ELK, Loki, or Splunk. Trigger with phrases like "setup log aggregation", "deploy ELK stack", "co...

| Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers. Use when building complex AI systems requiring agent coll...

| Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Us...

| Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates ...

| Detect and analyze SQL injection vulnerabilities in application code and database queries. Use when you need to scan code for SQL injection risks, r...

| Firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. Use ...

| Use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and aut...

| Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessmen...

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load condi...

| This skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance. it analyzes the prompt, i...

| Generate pivot tables and charts from raw data using natural language - analyze sales by region, summarize data by category, and create visualizatio...

| Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues. Use when performing security ass...

| Validate load balancer behavior, failover, and traffic distribution. Use when performing specialized testing. Trigger with phrases like "test load b...

| Track and manage regression test suites across releases. Use when performing specialized testing. Trigger with phrases like "track regressions", "ma...

| Execute mutation testing to evaluate test suite effectiveness. Use when performing specialized testing. Trigger with phrases like "run mutation test...

| Guide security incident response, investigation, and remediation processes. Use when you need to handle security breaches, classify incidents, devel...

| Manages Firebase/Firestore operations including CRUD, queries, batch processing, A2A agent communication, MCP server integration, and Cloud Run serv...

| Enforces complete Taskwarrior integration protocol for ALL coding tasks. Activates automatically when user mentions "taskwarrior", "task warrior", "...

| Automatically validates and enforces GitHub Actions best practices for Vertex AI and Google Cloud deployments. Expert in Workload Identity Federatio...

| Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use ...

| Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs. Use when testing ...

| Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data t...

| Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimiz...

| This skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. i...

| PROACTIVE YAML INTELLIGENCE: Automatically activates when working with YAML files, configuration management, CI/CD pipelines, Kubernetes manifests, ...

| Provision and manage isolated test environments with configuration and data. Use when performing specialized testing. Trigger with phrases like "man...

| Use when you need to work with database operations. This skill provides database management and optimization with comprehensive guidance and automat...

| Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigge...

| Use when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, application-...

| Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Ban...

| This skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used wh...

| Automatic activation for ALL Google Cloud Agent Development Kit (ADK) and Agent Starter Pack operations - multi-agent systems, containerized deploym...

| Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigge...

| This skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performanc...

| Use when you need to work with database schema design. This skill provides schema design and migrations with comprehensive guidance and automation. ...

| Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "da...

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks o...

| Inspect and validate Vertex AI Agent Engine deployments including Code Execution Sandbox, Memory Bank, A2A protocol compliance, and security posture...

| Use when you need to archive historical database records to reduce primary database size. This skill automates moving old data to archive tables or ...

| Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations. Use when you need to audit website security headers,...

| Provide production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Gem...

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementing a...

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API respon...

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when troublesho...

| Automates software development overnight using Git hooks to enforce test-driven development (TDD). This skill should be used when Claude needs to bu...

| This skill enables AI assistant to monitor and analyze cpu usage patterns within applications. it helps identify cpu hotspots, analyze algorithmic c...

| This skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to assess...

| Proactive auto-loading: automatically detects and loads agents.md files. Use when appropriate context detected. Trigger with relevant phrases based ...

| Generate comprehensive security audit reports for applications and systems. Use when you need to assess security posture, identify vulnerabilities, ...

| Use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. Trig...

Build discounted cash flow (DCF) valuation models in Excel with free cash flow projections, WACC calculations, and sensitivity analysis for investment...

| Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "...

| Validates messaging consistency across website, GitHub repositories, and local documentation. Generates comprehensive read-only discrepancy reports ...

Analyzes existing plugins to extract their capabilities, then adapts and applies those skills to the current task. Acts as a universal skill chameleon...

| Use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kuber...

| Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go. Deploy to Firebase Fu...

| Create leveraged buyout (LBO) models in Excel with sources & uses, debt schedules, cash flow waterfalls, and IRR calculations for private equity ana...

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed keys',...

Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams

Automatically audits Claude Code plugins for security vulnerabilities, best practices, CLAUDE.md compliance, and quality standards when user mentions ...

| Automatic activation for ALL Google Vertex AI multimodal operations - video processing, audio generation, image creation, and marketing campaigns. *...

| Use when you need to work with database migrations. This skill provides schema migration management with comprehensive guidance and automation. Trig...

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitor...

| This skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination", "parallel agents", "report format"...

| This skill should be used when the user asks about "how sprints work", "sprint phases", "iteration workflow", "convergent development", "sprint life...

| This skill enables Claude to create Application Performance Monitoring (APM) dashboards. It is triggered when the user requests the creation of a ne...

| This skill enables Claude to automatically scan for XSS (Cross-Site Scripting) vulnerabilities in code. It is triggered when the user requests to "s...

| This skill analyzes project dependencies for security vulnerabilities, outdated packages, and license compliance issues. It helps identify potential...

| This skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-supplied ...

| This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explana...

| This skill enables Claude to identify potential security misconfigurations in various systems and configurations. It leverages the security-misconfi...

| Execute end-to-end tests covering full user workflows across frontend and backend. Use when performing specialized testing. Trigger with phrases lik...

| This skill allows Claude to conduct comprehensive security audits of code, infrastructure, and configurations. It leverages various tools within the...

| Execute chaos engineering experiments to test system resilience. Use when performing specialized testing. Trigger with phrases like "run chaos tests...

| This skill should be used when the user asks about "API contract", "api-contract.md", "shared interface", "TypeScript interfaces", "request response...

| This skill enables Claude to execute clustering algorithms on datasets. It is used when the user requests to perform clustering, identify groups wit...

| This skill enables Claude to design, execute, and analyze performance tests using the performance-test-suite plugin. It is activated when the user r...